```Mplus VERSION 6
MUTHEN & MUTHEN
04/25/2010  10:59 PM

INPUT INSTRUCTIONS

Title:
GMM, 3 classes, 1 zero class

ordered poly variables for conviction at each
age 11-21
dep. variable 0, 1 , 2 (0, 1, or more convictions)

Data:

file is naginORDERED.dat;

Variable:

names are u11 u12 u13 u14 u15
u16 u17 u18 u19 u20
u21 c1 c2 c3 c4 c;

usevar      = u11-u21;
categorical = u11-u21;
classes = c(3);

Analysis:
type = mixture;

algo = int;

starts = 500 10; stiter = 20;

Model:

%overall%

i s q |  u11@-.6   u12@-.5   u13@-.4 u14@-.3 u15@-.2
u16@-.1  u17@0   u18@.1 u19@.2 u20@.3
u21@.4;

s-q@0;

%c#1%
[i*2 s q];

i;

%c#2%
[i@0 s q];

i;

%c#3%

[u11\$1-u21\$1@15];
[u11\$2-u21\$2@16];

[i-q@0];

i@0;

Output:

residual tech1 tech7 tech8;

Plot:
type = plot3;
series = u11-u21(s);

*** WARNING in MODEL command
All continuous latent variable covariances involving S have been fixed to 0
because the variance of S is fixed at 0.
*** WARNING in MODEL command
All continuous latent variable covariances involving Q have been fixed to 0
because the variance of Q is fixed at 0.
2 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS

GMM, 3 classes, 1 zero class

ordered poly variables for conviction at each
age 11-21
dep. variable 0, 1 , 2 (0, 1, or more convictions)

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                         403

Number of dependent variables                                   11
Number of independent variables                                  0
Number of continuous latent variables                            3
Number of categorical latent variables                           1

Observed dependent variables

Binary and ordered categorical (ordinal)
U11         U12         U13         U14         U15         U16
U17         U18         U19         U20         U21

Continuous latent variables
I           S           Q

Categorical latent variables
C

Estimator                                                      MLR
Information matrix                                        OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
Maximum number of iterations                                 100
Convergence criterion                                  0.100D-05
Optimization Specifications for the EM Algorithm
Maximum number of iterations                                 500
Convergence criteria
Loglikelihood change                                 0.100D-02
Relative loglikelihood change                        0.100D-05
Derivative                                           0.100D-02
Optimization Specifications for the M step of the EM Algorithm for
Categorical Latent variables
Number of M step iterations                                    1
M step convergence criterion                           0.100D-02
Basis for M step termination                           ITERATION
Optimization Specifications for the M step of the EM Algorithm for
Censored, Binary or Ordered Categorical (Ordinal), Unordered
Categorical (Nominal) and Count Outcomes
Number of M step iterations                                    1
M step convergence criterion                           0.100D-02
Basis for M step termination                           ITERATION
Maximum value for logit thresholds                            15
Minimum value for logit thresholds                           -15
Minimum expected cell size for chi-square              0.100D-01
Optimization algorithm                                         EMA
Integration Specifications
Type                                                    STANDARD
Number of integration points                                  15
Dimensions of numerical integration                            1
Random Starts Specifications
Number of initial stage random starts                        500
Number of final stage optimizations                           10
Number of initial stage iterations                            20
Initial stage convergence criterion                    0.100D+01
Random starts scale                                    0.500D+01
Random seed for generating random starts                       0
Cholesky                                                        ON

Input data file(s)
naginORDERED.dat
Input data format  FREE

UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

U11
Category 1    0.983      396.000
Category 2    0.012        5.000
Category 3    0.005        2.000
U12
Category 1    0.970      391.000
Category 2    0.025       10.000
Category 3    0.005        2.000
U13
Category 1    0.948      382.000
Category 2    0.045       18.000
Category 3    0.007        3.000
U14
Category 1    0.923      372.000
Category 2    0.062       25.000
Category 3    0.015        6.000
U15
Category 1    0.923      372.000
Category 2    0.055       22.000
Category 3    0.022        9.000
U16
Category 1    0.928      374.000
Category 2    0.045       18.000
Category 3    0.027       11.000
U17
Category 1    0.896      361.000
Category 2    0.069       28.000
Category 3    0.035       14.000
U18
Category 1    0.891      359.000
Category 2    0.084       34.000
Category 3    0.025       10.000
U19
Category 1    0.906      365.000
Category 2    0.072       29.000
Category 3    0.022        9.000
U20
Category 1    0.921      371.000
Category 2    0.057       23.000
Category 3    0.022        9.000
U21
Category 1    0.948      382.000
Category 2    0.042       17.000
Category 3    0.010        4.000

RANDOM STARTS RESULTS RANKED FROM THE BEST TO THE WORST LOGLIKELIHOOD VALUES

Final stage loglikelihood values at local maxima, seeds, and initial stage start numbers:

-1066.769  580405           286
-1066.769  464179           106
-1066.769  253358           2
-1066.769  217130           443
-1066.769  195763           358
-1066.770  479273           156
-1066.770  414284           158
-1066.771  728038           177
-1066.781  857799           315
-1066.794  960438           116

WARNING:  WHEN ESTIMATING A MODEL WITH MORE THAN TWO CLASSES, IT MAY BE
NECESSARY TO INCREASE THE NUMBER OF RANDOM STARTS USING THE STARTS OPTION
TO AVOID LOCAL MAXIMA.

THE MODEL ESTIMATION TERMINATED NORMALLY

TESTS OF MODEL FIT

Loglikelihood

H0 Value                       -1066.769
H0 Scaling Correction Factor       1.004
for MLR

Information Criteria

Number of Free Parameters             11
Akaike (AIC)                    2155.537
Bayesian (BIC)                  2199.526
(n* = (n + 2) / 24)

Chi-Square Test of Model Fit for the Binary and Ordered Categorical
(Ordinal) Outcomes**

Pearson Chi-Square

Value                            924.212
Degrees of Freedom                177110
P-Value                           1.0000

Likelihood Ratio Chi-Square

Value                            243.287
Degrees of Freedom                177110
P-Value                           1.0000

** Of the 177147 cells in the latent class indicator table, 25
were deleted in the calculation of chi-square due to extreme values.

FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON THE ESTIMATED MODEL

Latent
Classes

1         12.93127          0.03209
2        202.80880          0.50325
3        187.25993          0.46466

FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASS PATTERNS
BASED ON ESTIMATED POSTERIOR PROBABILITIES

Latent
Classes

1         12.93423          0.03209
2        202.80579          0.50324
3        187.25998          0.46466

CLASSIFICATION QUALITY

Entropy                         0.533

CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP

Class Counts and Proportions

Latent
Classes

1                6          0.01489
2              118          0.29280
3              279          0.69231

Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)

1        2        3

1   0.757    0.243    0.000
2   0.033    0.967    0.000
3   0.016    0.313    0.671

MODEL RESULTS

Two-Tailed
Estimate       S.E.  Est./S.E.    P-Value

Latent Class 1

I        |
U11                1.000      0.000    999.000    999.000
U12                1.000      0.000    999.000    999.000
U13                1.000      0.000    999.000    999.000
U14                1.000      0.000    999.000    999.000
U15                1.000      0.000    999.000    999.000
U16                1.000      0.000    999.000    999.000
U17                1.000      0.000    999.000    999.000
U18                1.000      0.000    999.000    999.000
U19                1.000      0.000    999.000    999.000
U20                1.000      0.000    999.000    999.000
U21                1.000      0.000    999.000    999.000

S        |
U11               -0.600      0.000    999.000    999.000
U12               -0.500      0.000    999.000    999.000
U13               -0.400      0.000    999.000    999.000
U14               -0.300      0.000    999.000    999.000
U15               -0.200      0.000    999.000    999.000
U16               -0.100      0.000    999.000    999.000
U17                0.000      0.000    999.000    999.000
U18                0.100      0.000    999.000    999.000
U19                0.200      0.000    999.000    999.000
U20                0.300      0.000    999.000    999.000
U21                0.400      0.000    999.000    999.000

Q        |
U11                0.360      0.000    999.000    999.000
U12                0.250      0.000    999.000    999.000
U13                0.160      0.000    999.000    999.000
U14                0.090      0.000    999.000    999.000
U15                0.040      0.000    999.000    999.000
U16                0.010      0.000    999.000    999.000
U17                0.000      0.000    999.000    999.000
U18                0.010      0.000    999.000    999.000
U19                0.040      0.000    999.000    999.000
U20                0.090      0.000    999.000    999.000
U21                0.160      0.000    999.000    999.000

Means
I                 -3.176      3.630     -0.875      0.382
S                -32.914      7.671     -4.291      0.000
Q                -57.446     16.782     -3.423      0.001

Thresholds
U11\$1              1.996      0.503      3.968      0.000
U11\$2              3.810      0.544      7.000      0.000
U12\$1              1.996      0.503      3.968      0.000
U12\$2              3.810      0.544      7.000      0.000
U13\$1              1.996      0.503      3.968      0.000
U13\$2              3.810      0.544      7.000      0.000
U14\$1              1.996      0.503      3.968      0.000
U14\$2              3.810      0.544      7.000      0.000
U15\$1              1.996      0.503      3.968      0.000
U15\$2              3.810      0.544      7.000      0.000
U16\$1              1.996      0.503      3.968      0.000
U16\$2              3.810      0.544      7.000      0.000
U17\$1              1.996      0.503      3.968      0.000
U17\$2              3.810      0.544      7.000      0.000
U18\$1              1.996      0.503      3.968      0.000
U18\$2              3.810      0.544      7.000      0.000
U19\$1              1.996      0.503      3.968      0.000
U19\$2              3.810      0.544      7.000      0.000
U20\$1              1.996      0.503      3.968      0.000
U20\$2              3.810      0.544      7.000      0.000
U21\$1              1.996      0.503      3.968      0.000
U21\$2              3.810      0.544      7.000      0.000

Variances
I                  2.107      4.249      0.496      0.620
S                  0.000      0.000    999.000    999.000
Q                  0.000      0.000    999.000    999.000

Latent Class 2

I        |
U11                1.000      0.000    999.000    999.000
U12                1.000      0.000    999.000    999.000
U13                1.000      0.000    999.000    999.000
U14                1.000      0.000    999.000    999.000
U15                1.000      0.000    999.000    999.000
U16                1.000      0.000    999.000    999.000
U17                1.000      0.000    999.000    999.000
U18                1.000      0.000    999.000    999.000
U19                1.000      0.000    999.000    999.000
U20                1.000      0.000    999.000    999.000
U21                1.000      0.000    999.000    999.000

S        |
U11               -0.600      0.000    999.000    999.000
U12               -0.500      0.000    999.000    999.000
U13               -0.400      0.000    999.000    999.000
U14               -0.300      0.000    999.000    999.000
U15               -0.200      0.000    999.000    999.000
U16               -0.100      0.000    999.000    999.000
U17                0.000      0.000    999.000    999.000
U18                0.100      0.000    999.000    999.000
U19                0.200      0.000    999.000    999.000
U20                0.300      0.000    999.000    999.000
U21                0.400      0.000    999.000    999.000

Q        |
U11                0.360      0.000    999.000    999.000
U12                0.250      0.000    999.000    999.000
U13                0.160      0.000    999.000    999.000
U14                0.090      0.000    999.000    999.000
U15                0.040      0.000    999.000    999.000
U16                0.010      0.000    999.000    999.000
U17                0.000      0.000    999.000    999.000
U18                0.010      0.000    999.000    999.000
U19                0.040      0.000    999.000    999.000
U20                0.090      0.000    999.000    999.000
U21                0.160      0.000    999.000    999.000

Means
I                  0.000      0.000    999.000    999.000
S                  0.668      0.309      2.165      0.030
Q                 -5.969      0.925     -6.449      0.000

Thresholds
U11\$1              1.996      0.503      3.968      0.000
U11\$2              3.810      0.544      7.000      0.000
U12\$1              1.996      0.503      3.968      0.000
U12\$2              3.810      0.544      7.000      0.000
U13\$1              1.996      0.503      3.968      0.000
U13\$2              3.810      0.544      7.000      0.000
U14\$1              1.996      0.503      3.968      0.000
U14\$2              3.810      0.544      7.000      0.000
U15\$1              1.996      0.503      3.968      0.000
U15\$2              3.810      0.544      7.000      0.000
U16\$1              1.996      0.503      3.968      0.000
U16\$2              3.810      0.544      7.000      0.000
U17\$1              1.996      0.503      3.968      0.000
U17\$2              3.810      0.544      7.000      0.000
U18\$1              1.996      0.503      3.968      0.000
U18\$2              3.810      0.544      7.000      0.000
U19\$1              1.996      0.503      3.968      0.000
U19\$2              3.810      0.544      7.000      0.000
U20\$1              1.996      0.503      3.968      0.000
U20\$2              3.810      0.544      7.000      0.000
U21\$1              1.996      0.503      3.968      0.000
U21\$2              3.810      0.544      7.000      0.000

Variances
I                  2.312      0.797      2.900      0.004
S                  0.000      0.000    999.000    999.000
Q                  0.000      0.000    999.000    999.000

Latent Class 3

I        |
U11                1.000      0.000    999.000    999.000
U12                1.000      0.000    999.000    999.000
U13                1.000      0.000    999.000    999.000
U14                1.000      0.000    999.000    999.000
U15                1.000      0.000    999.000    999.000
U16                1.000      0.000    999.000    999.000
U17                1.000      0.000    999.000    999.000
U18                1.000      0.000    999.000    999.000
U19                1.000      0.000    999.000    999.000
U20                1.000      0.000    999.000    999.000
U21                1.000      0.000    999.000    999.000

S        |
U11               -0.600      0.000    999.000    999.000
U12               -0.500      0.000    999.000    999.000
U13               -0.400      0.000    999.000    999.000
U14               -0.300      0.000    999.000    999.000
U15               -0.200      0.000    999.000    999.000
U16               -0.100      0.000    999.000    999.000
U17                0.000      0.000    999.000    999.000
U18                0.100      0.000    999.000    999.000
U19                0.200      0.000    999.000    999.000
U20                0.300      0.000    999.000    999.000
U21                0.400      0.000    999.000    999.000

Q        |
U11                0.360      0.000    999.000    999.000
U12                0.250      0.000    999.000    999.000
U13                0.160      0.000    999.000    999.000
U14                0.090      0.000    999.000    999.000
U15                0.040      0.000    999.000    999.000
U16                0.010      0.000    999.000    999.000
U17                0.000      0.000    999.000    999.000
U18                0.010      0.000    999.000    999.000
U19                0.040      0.000    999.000    999.000
U20                0.090      0.000    999.000    999.000
U21                0.160      0.000    999.000    999.000

Means
I                  0.000      0.000    999.000    999.000
S                  0.000      0.000    999.000    999.000
Q                  0.000      0.000    999.000    999.000

Thresholds
U11\$1             15.000      0.000    999.000    999.000
U11\$2             16.000      0.000    999.000    999.000
U12\$1             15.000      0.000    999.000    999.000
U12\$2             16.000      0.000    999.000    999.000
U13\$1             15.000      0.000    999.000    999.000
U13\$2             16.000      0.000    999.000    999.000
U14\$1             15.000      0.000    999.000    999.000
U14\$2             16.000      0.000    999.000    999.000
U15\$1             15.000      0.000    999.000    999.000
U15\$2             16.000      0.000    999.000    999.000
U16\$1             15.000      0.000    999.000    999.000
U16\$2             16.000      0.000    999.000    999.000
U17\$1             15.000      0.000    999.000    999.000
U17\$2             16.000      0.000    999.000    999.000
U18\$1             15.000      0.000    999.000    999.000
U18\$2             16.000      0.000    999.000    999.000
U19\$1             15.000      0.000    999.000    999.000
U19\$2             16.000      0.000    999.000    999.000
U20\$1             15.000      0.000    999.000    999.000
U20\$2             16.000      0.000    999.000    999.000
U21\$1             15.000      0.000    999.000    999.000
U21\$2             16.000      0.000    999.000    999.000

Variances
I                  0.000      0.000    999.000    999.000
S                  0.000      0.000    999.000    999.000
Q                  0.000      0.000    999.000    999.000

Categorical Latent Variables

Means
C#1               -2.673      1.440     -1.856      0.063
C#2                0.080      0.411      0.194      0.846

QUALITY OF NUMERICAL RESULTS

Condition Number for the Information Matrix              0.123E-05
(ratio of smallest to largest eigenvalue)

RESIDUAL OUTPUT

UNIVARIATE DISTRIBUTION FIT FOR CLASS 1

Variable          Estimated      Residual (Observed-Estimated)
U11
Category 1        0.994                  0.005
Category 2        0.005                 -0.004
Category 3        0.001                 -0.001
U12
Category 1        0.912                 -0.002
Category 2        0.069                  0.021
Category 3        0.019                 -0.019
U13
Category 1        0.704                  0.016
Category 2        0.203                 -0.067
Category 3        0.093                  0.051
U14
Category 1        0.583                 -0.132
Category 2        0.261                  0.287
Category 3        0.156                 -0.155
U15
Category 1        0.655                  0.058
Category 2        0.229                 -0.035
Category 3        0.117                 -0.023
U16
Category 1        0.862                 -0.021
Category 2        0.105                 -0.021
Category 3        0.033                  0.042
U17
Category 1        0.985                  0.010
Category 2        0.012                 -0.009
Category 3        0.003                 -0.001
U18
Category 1        1.000                  0.000
Category 2        0.000                  0.000
Category 3        0.000                  0.000
U19
Category 1        1.000                  0.000
Category 2        0.000                  0.000
Category 3        0.000                  0.000
U20
Category 1        1.000                  0.000
Category 2        0.000                  0.000
Category 3        0.000                  0.000
U21
Category 1        1.000                  0.000
Category 2        0.000                  0.000
Category 3        0.000                  0.000

BIVARIATE DISTRIBUTIONS FIT FOR CLASS 1

Variable       Variable          Estimated    Residual (Observed-Estimated)
U11            U12
Category 1     Category 1        0.907                  0.001
Category 1     Category 2        0.068                  0.023
Category 1     Category 3        0.019                 -0.019
Category 2     Category 1        0.003                 -0.003
Category 2     Category 2        0.001                 -0.001
Category 2     Category 3        0.001                 -0.001
Category 3     Category 1        0.001                 -0.001
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U11            U13
Category 1     Category 1        0.702                  0.017
Category 1     Category 2        0.201                 -0.065
Category 1     Category 3        0.091                  0.053
Category 2     Category 1        0.002                 -0.001
Category 2     Category 2        0.002                 -0.002
Category 2     Category 3        0.002                 -0.002
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U11            U14
Category 1     Category 1        0.582                 -0.131
Category 1     Category 2        0.259                  0.289
Category 1     Category 3        0.153                 -0.153
Category 2     Category 1        0.001                  0.000
Category 2     Category 2        0.002                 -0.002
Category 2     Category 3        0.002                 -0.002
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U11            U15
Category 1     Category 1        0.653                  0.059
Category 1     Category 2        0.227                 -0.033
Category 1     Category 3        0.114                 -0.021
Category 2     Category 1        0.002                 -0.001
Category 2     Category 2        0.002                 -0.002
Category 2     Category 3        0.002                 -0.002
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U11            U16
Category 1     Category 1        0.858                 -0.018
Category 1     Category 2        0.103                 -0.019
Category 1     Category 3        0.032                  0.043
Category 2     Category 1        0.003                 -0.002
Category 2     Category 2        0.001                 -0.001
Category 2     Category 3        0.001                 -0.001
Category 3     Category 1        0.001                 -0.001
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U11            U17
Category 1     Category 1        0.980                  0.015
Category 1     Category 2        0.012                 -0.009
Category 1     Category 3        0.002                 -0.001
Category 2     Category 1        0.005                 -0.004
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.001                 -0.001
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U11            U18
Category 1     Category 1        0.994                  0.005
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.005                 -0.004
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.001                 -0.001
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U11            U19
Category 1     Category 1        0.994                  0.005
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.005                 -0.004
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.001                 -0.001
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U11            U20
Category 1     Category 1        0.994                  0.005
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.005                 -0.004
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.001                 -0.001
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U11            U21
Category 1     Category 1        0.994                  0.005
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.005                 -0.004
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.001                 -0.001
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U12            U13
Category 1     Category 1        0.667                  0.032
Category 1     Category 2        0.174                 -0.038
Category 1     Category 3        0.071                  0.005
Category 2     Category 1        0.030                 -0.009
Category 2     Category 2        0.022                 -0.022
Category 2     Category 3        0.016                  0.053
Category 3     Category 1        0.007                 -0.007
Category 3     Category 2        0.006                 -0.006
Category 3     Category 3        0.006                 -0.006
U12            U14
Category 1     Category 1        0.557                 -0.127
Category 1     Category 2        0.232                  0.247
Category 1     Category 3        0.123                 -0.122
Category 2     Category 1        0.021                  0.000
Category 2     Category 2        0.023                  0.046
Category 2     Category 3        0.025                 -0.025
Category 3     Category 1        0.005                 -0.005
Category 3     Category 2        0.006                 -0.006
Category 3     Category 3        0.008                 -0.008
U12            U15
Category 1     Category 1        0.622                  0.003
Category 1     Category 2        0.199                 -0.006
Category 1     Category 3        0.090                  0.001
Category 2     Category 1        0.026                  0.062
Category 2     Category 2        0.023                 -0.023
Category 2     Category 3        0.020                 -0.017
Category 3     Category 1        0.006                 -0.006
Category 3     Category 2        0.006                 -0.006
Category 3     Category 3        0.007                 -0.007
U12            U16
Category 1     Category 1        0.804                 -0.049
Category 1     Category 2        0.084                 -0.005
Category 1     Category 3        0.024                  0.051
Category 2     Category 1        0.047                  0.039
Category 2     Category 2        0.016                 -0.011
Category 2     Category 3        0.007                 -0.007
Category 3     Category 1        0.011                 -0.011
Category 3     Category 2        0.005                 -0.005
Category 3     Category 3        0.003                 -0.003
U12            U17
Category 1     Category 1        0.901                  0.006
Category 1     Category 2        0.009                 -0.008
Category 1     Category 3        0.002                 -0.001
Category 2     Category 1        0.066                  0.022
Category 2     Category 2        0.003                  0.000
Category 2     Category 3        0.001                 -0.001
Category 3     Category 1        0.018                 -0.018
Category 3     Category 2        0.001                 -0.001
Category 3     Category 3        0.000                  0.000
U12            U18
Category 1     Category 1        0.911                 -0.002
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.069                  0.021
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.019                 -0.019
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U12            U19
Category 1     Category 1        0.912                 -0.002
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.069                  0.021
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.019                 -0.019
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U12            U20
Category 1     Category 1        0.912                 -0.002
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.069                  0.021
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.019                 -0.019
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U12            U21
Category 1     Category 1        0.912                 -0.002
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.069                  0.021
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.019                 -0.019
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U13            U14
Category 1     Category 1        0.471                 -0.039
Category 1     Category 2        0.162                  0.126
Category 1     Category 3        0.072                 -0.072
Category 2     Category 1        0.085                 -0.065
Category 2     Category 2        0.068                  0.048
Category 2     Category 3        0.050                 -0.049
Category 3     Category 1        0.028                 -0.028
Category 3     Category 2        0.031                  0.113
Category 3     Category 3        0.034                 -0.034
U13            U15
Category 1     Category 1        0.519                  0.058
Category 1     Category 2        0.134                 -0.009
Category 1     Category 3        0.051                 -0.033
Category 2     Category 1        0.102                 -0.034
Category 2     Category 2        0.064                  0.005
Category 2     Category 3        0.038                 -0.038
Category 3     Category 1        0.034                  0.035
Category 3     Category 2        0.031                 -0.031
Category 3     Category 3        0.028                  0.047
U13            U16
Category 1     Category 1        0.642                  0.041
Category 1     Category 2        0.050                 -0.013
Category 1     Category 3        0.013                 -0.013
Category 2     Category 1        0.159                 -0.070
Category 2     Category 2        0.033                  0.014
Category 2     Category 3        0.011                 -0.011
Category 3     Category 1        0.061                  0.008
Category 3     Category 2        0.022                 -0.022
Category 3     Category 3        0.010                  0.065
U13            U17
Category 1     Category 1        0.699                  0.017
Category 1     Category 2        0.004                 -0.001
Category 1     Category 3        0.001                  0.000
Category 2     Category 1        0.198                 -0.062
Category 2     Category 2        0.004                 -0.004
Category 2     Category 3        0.001                 -0.001
Category 3     Category 1        0.088                  0.056
Category 3     Category 2        0.004                 -0.004
Category 3     Category 3        0.001                 -0.001
U13            U18
Category 1     Category 1        0.704                  0.016
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.203                 -0.067
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.093                  0.051
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U13            U19
Category 1     Category 1        0.704                  0.016
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.203                 -0.067
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.093                  0.051
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U13            U20
Category 1     Category 1        0.704                  0.016
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.203                 -0.067
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.093                  0.051
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U13            U21
Category 1     Category 1        0.704                  0.016
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.203                 -0.067
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.093                  0.051
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U14            U15
Category 1     Category 1        0.446                 -0.047
Category 1     Category 2        0.101                 -0.067
Category 1     Category 3        0.036                 -0.018
Category 2     Category 1        0.146                  0.168
Category 2     Category 2        0.076                  0.083
Category 2     Category 3        0.039                  0.036
Category 3     Category 1        0.063                 -0.062
Category 3     Category 2        0.051                 -0.051
Category 3     Category 3        0.042                 -0.042
U14            U16
Category 1     Category 1        0.539                 -0.109
Category 1     Category 2        0.035                 -0.014
Category 1     Category 3        0.009                 -0.009
Category 2     Category 1        0.215                  0.195
Category 2     Category 2        0.036                  0.027
Category 2     Category 3        0.011                  0.064
Category 3     Category 1        0.108                 -0.108
Category 3     Category 2        0.034                 -0.034
Category 3     Category 3        0.014                 -0.014
U14            U17
Category 1     Category 1        0.580                 -0.132
Category 1     Category 2        0.003                  0.000
Category 1     Category 3        0.001                  0.000
Category 2     Category 1        0.256                  0.291
Category 2     Category 2        0.004                 -0.004
Category 2     Category 3        0.001                  0.000
Category 3     Category 1        0.149                 -0.149
Category 3     Category 2        0.005                 -0.005
Category 3     Category 3        0.001                 -0.001
U14            U18
Category 1     Category 1        0.583                 -0.132
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.261                  0.287
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.155                 -0.155
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U14            U19
Category 1     Category 1        0.583                 -0.132
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.261                  0.287
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.156                 -0.155
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U14            U20
Category 1     Category 1        0.583                 -0.132
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.261                  0.287
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.156                 -0.155
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U14            U21
Category 1     Category 1        0.583                 -0.132
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.261                  0.287
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.156                 -0.155
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U15            U16
Category 1     Category 1        0.600                  0.037
Category 1     Category 2        0.043                  0.032
Category 1     Category 3        0.011                 -0.011
Category 2     Category 1        0.183                  0.002
Category 2     Category 2        0.035                 -0.026
Category 2     Category 3        0.011                 -0.011
Category 3     Category 1        0.079                 -0.060
Category 3     Category 2        0.027                 -0.027
Category 3     Category 3        0.011                  0.064
U15            U17
Category 1     Category 1        0.650                  0.061
Category 1     Category 2        0.004                 -0.003
Category 1     Category 3        0.001                  0.000
Category 2     Category 1        0.224                 -0.030
Category 2     Category 2        0.004                 -0.004
Category 2     Category 3        0.001                 -0.001
Category 3     Category 1        0.111                 -0.020
Category 3     Category 2        0.004                 -0.002
Category 3     Category 3        0.001                 -0.001
U15            U18
Category 1     Category 1        0.655                  0.058
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.229                 -0.035
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.116                 -0.023
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U15            U19
Category 1     Category 1        0.655                  0.058
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.229                 -0.035
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.117                 -0.023
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U15            U20
Category 1     Category 1        0.655                  0.058
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.229                 -0.035
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.117                 -0.023
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U15            U21
Category 1     Category 1        0.655                  0.058
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.229                 -0.035
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.117                 -0.023
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U16            U17
Category 1     Category 1        0.853                 -0.017
Category 1     Category 2        0.007                 -0.004
Category 1     Category 3        0.001                  0.000
Category 2     Category 1        0.101                 -0.017
Category 2     Category 2        0.003                 -0.003
Category 2     Category 3        0.001                 -0.001
Category 3     Category 1        0.031                  0.044
Category 3     Category 2        0.002                 -0.002
Category 3     Category 3        0.000                  0.000
U16            U18
Category 1     Category 1        0.861                 -0.021
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.105                 -0.020
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.033                  0.042
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U16            U19
Category 1     Category 1        0.862                 -0.021
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.105                 -0.021
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.033                  0.042
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U16            U20
Category 1     Category 1        0.862                 -0.021
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.105                 -0.021
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.033                  0.042
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U16            U21
Category 1     Category 1        0.862                 -0.021
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.105                 -0.021
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.033                  0.042
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U17            U18
Category 1     Category 1        0.985                  0.010
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.012                 -0.009
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.003                 -0.001
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U17            U19
Category 1     Category 1        0.985                  0.010
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.012                 -0.009
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.003                 -0.001
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U17            U20
Category 1     Category 1        0.985                  0.010
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.012                 -0.009
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.003                 -0.001
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U17            U21
Category 1     Category 1        0.985                  0.010
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.012                 -0.009
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.003                 -0.001
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U18            U19
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U18            U20
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U18            U21
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U19            U20
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U19            U21
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U20            U21
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000

UNIVARIATE DISTRIBUTION FIT FOR CLASS 2

Variable          Estimated      Residual (Observed-Estimated)
U11
Category 1        0.972                 -0.006
Category 2        0.023                  0.002
Category 3        0.005                  0.005
U12
Category 1        0.948                 -0.002
Category 2        0.041                  0.002
Category 3        0.010                 -0.001
U13
Category 1        0.917                 -0.002
Category 2        0.065                  0.015
Category 3        0.018                 -0.013
U14
Category 1        0.882                  0.001
Category 2        0.090                 -0.002
Category 3        0.028                  0.001
U15
Category 1        0.848                  0.017
Category 2        0.113                 -0.017
Category 3        0.038                  0.000
U16
Category 1        0.822                  0.045
Category 2        0.130                 -0.047
Category 3        0.047                  0.002
U17
Category 1        0.808                 -0.015
Category 2        0.140                 -0.002
Category 3        0.052                  0.017
U18
Category 1        0.807                 -0.024
Category 2        0.140                  0.028
Category 3        0.053                 -0.003
U19
Category 1        0.820                 -0.007
Category 2        0.132                  0.011
Category 3        0.048                 -0.004
U20
Category 1        0.845                 -0.003
Category 2        0.116                 -0.002
Category 3        0.040                  0.005
U21
Category 1        0.877                  0.019
Category 2        0.093                 -0.009
Category 3        0.029                 -0.010

BIVARIATE DISTRIBUTIONS FIT FOR CLASS 2

Variable       Variable          Estimated    Residual (Observed-Estimated)
U11            U12
Category 1     Category 1        0.926                  0.001
Category 1     Category 2        0.037                 -0.008
Category 1     Category 3        0.009                  0.001
Category 2     Category 1        0.018                 -0.004
Category 2     Category 2        0.003                  0.006
Category 2     Category 3        0.001                 -0.001
Category 3     Category 1        0.004                  0.001
Category 3     Category 2        0.001                  0.004
Category 3     Category 3        0.000                  0.000
U11            U13
Category 1     Category 1        0.897                 -0.002
Category 1     Category 2        0.059                  0.011
Category 1     Category 3        0.016                 -0.015
Category 2     Category 1        0.016                 -0.007
Category 2     Category 2        0.005                  0.005
Category 2     Category 3        0.002                  0.003
Category 3     Category 1        0.004                  0.006
Category 3     Category 2        0.001                 -0.001
Category 3     Category 3        0.001                 -0.001
U11            U14
Category 1     Category 1        0.864                  0.003
Category 1     Category 2        0.083                 -0.005
Category 1     Category 3        0.025                 -0.005
Category 2     Category 1        0.015                 -0.005
Category 2     Category 2        0.006                  0.004
Category 2     Category 3        0.003                  0.002
Category 3     Category 1        0.003                  0.002
Category 3     Category 2        0.001                 -0.001
Category 3     Category 3        0.001                  0.004
U11            U15
Category 1     Category 1        0.833                  0.008
Category 1     Category 2        0.105                 -0.014
Category 1     Category 3        0.034                  0.000
Category 2     Category 1        0.013                  0.007
Category 2     Category 2        0.006                 -0.006
Category 2     Category 3        0.004                  0.001
Category 3     Category 1        0.003                  0.002
Category 3     Category 2        0.001                  0.003
Category 3     Category 3        0.001                 -0.001
U11            U16
Category 1     Category 1        0.808                  0.049
Category 1     Category 2        0.122                 -0.039
Category 1     Category 3        0.042                 -0.017
Category 2     Category 1        0.012                 -0.007
Category 2     Category 2        0.007                 -0.007
Category 2     Category 3        0.004                  0.016
Category 3     Category 1        0.003                  0.002
Category 3     Category 2        0.002                 -0.002
Category 3     Category 3        0.001                  0.004
U11            U17
Category 1     Category 1        0.794                 -0.011
Category 1     Category 2        0.131                 -0.008
Category 1     Category 3        0.047                  0.013
Category 2     Category 1        0.011                 -0.007
Category 2     Category 2        0.007                  0.003
Category 2     Category 3        0.005                  0.005
Category 3     Category 1        0.002                  0.003
Category 3     Category 2        0.002                  0.003
Category 3     Category 3        0.001                 -0.001
U11            U18
Category 1     Category 1        0.793                 -0.025
Category 1     Category 2        0.132                  0.021
Category 1     Category 3        0.047                 -0.002
Category 2     Category 1        0.011                 -0.007
Category 2     Category 2        0.007                  0.008
Category 2     Category 3        0.005                  0.000
Category 3     Category 1        0.002                  0.007
Category 3     Category 2        0.002                 -0.002
Category 3     Category 3        0.001                 -0.001
U11            U19
Category 1     Category 1        0.806                 -0.003
Category 1     Category 2        0.124                  0.010
Category 1     Category 3        0.043                 -0.013
Category 2     Category 1        0.012                 -0.007
Category 2     Category 2        0.007                 -0.002
Category 2     Category 3        0.004                  0.011
Category 3     Category 1        0.003                  0.002
Category 3     Category 2        0.002                  0.003
Category 3     Category 3        0.001                 -0.001
U11            U20
Category 1     Category 1        0.829                 -0.002
Category 1     Category 2        0.108                 -0.004
Category 1     Category 3        0.035                  0.000
Category 2     Category 1        0.013                  0.002
Category 2     Category 2        0.006                 -0.001
Category 2     Category 3        0.004                  0.001
Category 3     Category 1        0.003                 -0.003
Category 3     Category 2        0.001                  0.003
Category 3     Category 3        0.001                  0.004
U11            U21
Category 1     Category 1        0.860                  0.012
Category 1     Category 2        0.086                 -0.007
Category 1     Category 3        0.026                 -0.011
Category 2     Category 1        0.014                  0.000
Category 2     Category 2        0.006                 -0.001
Category 2     Category 3        0.003                  0.002
Category 3     Category 1        0.003                  0.007
Category 3     Category 2        0.001                 -0.001
Category 3     Category 3        0.001                 -0.001
U12            U13
Category 1     Category 1        0.879                 -0.003
Category 1     Category 2        0.055                  0.010
Category 1     Category 3        0.014                 -0.009
Category 2     Category 1        0.031                  0.002
Category 2     Category 2        0.008                  0.002
Category 2     Category 3        0.003                 -0.002
Category 3     Category 1        0.007                 -0.002
Category 3     Category 2        0.002                  0.003
Category 3     Category 3        0.001                 -0.001
U12            U14
Category 1     Category 1        0.848                  0.001
Category 1     Category 2        0.078                  0.000
Category 1     Category 3        0.022                 -0.003
Category 2     Category 1        0.028                  0.001
Category 2     Category 2        0.010                  0.001
Category 2     Category 3        0.004                  0.001
Category 3     Category 1        0.006                 -0.001
Category 3     Category 2        0.003                 -0.003
Category 3     Category 3        0.002                  0.003
U12            U15
Category 1     Category 1        0.818                  0.019
Category 1     Category 2        0.099                 -0.018
Category 1     Category 3        0.031                 -0.002
Category 2     Category 1        0.025                 -0.001
Category 2     Category 2        0.011                 -0.001
Category 2     Category 3        0.006                  0.004
Category 3     Category 1        0.006                 -0.001
Category 3     Category 2        0.003                  0.002
Category 3     Category 3        0.002                 -0.002
U12            U16
Category 1     Category 1        0.794                  0.039
Category 1     Category 2        0.116                 -0.042
Category 1     Category 3        0.038                  0.001
Category 2     Category 1        0.023                  0.006
Category 2     Category 2        0.012                 -0.007
Category 2     Category 3        0.007                  0.003
Category 3     Category 1        0.005                  0.000
Category 3     Category 2        0.003                  0.002
Category 3     Category 3        0.002                 -0.002
U12            U17
Category 1     Category 1        0.781                 -0.012
Category 1     Category 2        0.124                 -0.006
Category 1     Category 3        0.043                  0.016
Category 2     Category 1        0.022                 -0.003
Category 2     Category 2        0.012                  0.008
Category 2     Category 3        0.007                 -0.002
Category 3     Category 1        0.005                  0.000
Category 3     Category 2        0.003                 -0.003
Category 3     Category 3        0.002                  0.003
U12            U18
Category 1     Category 1        0.780                 -0.026
Category 1     Category 2        0.125                  0.028
Category 1     Category 3        0.043                 -0.003
Category 2     Category 1        0.022                  0.007
Category 2     Category 2        0.012                 -0.002
Category 2     Category 3        0.007                 -0.002
Category 3     Category 1        0.005                 -0.005
Category 3     Category 2        0.003                  0.002
Category 3     Category 3        0.002                  0.003
U12            U19
Category 1     Category 1        0.792                 -0.008
Category 1     Category 2        0.117                  0.011
Category 1     Category 3        0.039                 -0.004
Category 2     Category 1        0.023                  0.006
Category 2     Category 2        0.012                 -0.007
Category 2     Category 3        0.007                  0.003
Category 3     Category 1        0.005                 -0.005
Category 3     Category 2        0.003                  0.007
Category 3     Category 3        0.002                 -0.002
U12            U20
Category 1     Category 1        0.815                 -0.006
Category 1     Category 2        0.102                 -0.003
Category 1     Category 3        0.032                  0.008
Category 2     Category 1        0.025                  0.004
Category 2     Category 2        0.011                  0.004
Category 2     Category 3        0.006                 -0.006
Category 3     Category 1        0.006                 -0.001
Category 3     Category 2        0.003                 -0.003
Category 3     Category 3        0.002                  0.003
U12            U21
Category 1     Category 1        0.844                  0.014
Category 1     Category 2        0.081                 -0.012
Category 1     Category 3        0.023                 -0.004
Category 2     Category 1        0.027                  0.007
Category 2     Category 2        0.010                  0.000
Category 2     Category 3        0.004                 -0.004
Category 3     Category 1        0.006                 -0.001
Category 3     Category 2        0.003                  0.002
Category 3     Category 3        0.002                 -0.002
U13            U14
Category 1     Category 1        0.825                  0.014
Category 1     Category 2        0.072                 -0.001
Category 1     Category 3        0.020                 -0.015
Category 2     Category 1        0.045                 -0.002
Category 2     Category 2        0.014                  0.003
Category 2     Category 3        0.006                  0.014
Category 3     Category 1        0.011                 -0.011
Category 3     Category 2        0.005                 -0.004
Category 3     Category 3        0.002                  0.002
U13            U15
Category 1     Category 1        0.797                  0.003
Category 1     Category 2        0.092                 -0.016
Category 1     Category 3        0.028                  0.011
Category 2     Category 1        0.041                  0.019
Category 2     Category 2        0.016                  0.004
Category 2     Category 3        0.008                 -0.008
Category 3     Category 1        0.010                 -0.005
Category 3     Category 2        0.005                 -0.005
Category 3     Category 3        0.003                 -0.003
U13            U16
Category 1     Category 1        0.775                  0.023
Category 1     Category 2        0.107                 -0.026
Category 1     Category 3        0.034                  0.000
Category 2     Category 1        0.038                  0.030
Category 2     Category 2        0.018                 -0.016
Category 2     Category 3        0.009                  0.001
Category 3     Category 1        0.009                 -0.009
Category 3     Category 2        0.005                 -0.005
Category 3     Category 3        0.004                  0.001
U13            U17
Category 1     Category 1        0.763                 -0.016
Category 1     Category 2        0.116                 -0.008
Category 1     Category 3        0.038                  0.021
Category 2     Category 1        0.037                  0.009
Category 2     Category 2        0.018                  0.006
Category 2     Category 3        0.010                  0.000
Category 3     Category 1        0.009                 -0.008
Category 3     Category 2        0.005                 -0.001
Category 3     Category 3        0.004                 -0.004
U13            U18
Category 1     Category 1        0.762                 -0.015
Category 1     Category 2        0.116                  0.022
Category 1     Category 3        0.039                 -0.009
Category 2     Category 1        0.037                 -0.001
Category 2     Category 2        0.018                  0.006
Category 2     Category 3        0.010                  0.010
Category 3     Category 1        0.009                 -0.008
Category 3     Category 2        0.005                 -0.001
Category 3     Category 3        0.004                 -0.004
U13            U19
Category 1     Category 1        0.773                 -0.007
Category 1     Category 2        0.109                  0.010
Category 1     Category 3        0.035                 -0.005
Category 2     Category 1        0.038                  0.008
Category 2     Category 2        0.018                  0.007
Category 2     Category 3        0.009                  0.001
Category 3     Category 1        0.009                 -0.008
Category 3     Category 2        0.005                 -0.005
Category 3     Category 3        0.004                  0.001
U13            U20
Category 1     Category 1        0.794                  0.002
Category 1     Category 2        0.094                  0.000
Category 1     Category 3        0.029                 -0.004
Category 2     Category 1        0.041                  0.000
Category 2     Category 2        0.016                  0.003
Category 2     Category 3        0.008                  0.012
Category 3     Category 1        0.010                 -0.004
Category 3     Category 2        0.005                 -0.005
Category 3     Category 3        0.003                 -0.003
U13            U21
Category 1     Category 1        0.822                  0.009
Category 1     Category 2        0.074                  0.000
Category 1     Category 3        0.021                 -0.011
Category 2     Category 1        0.045                  0.016
Category 2     Category 2        0.014                 -0.004
Category 2     Category 3        0.006                  0.004
Category 3     Category 1        0.011                 -0.005
Category 3     Category 2        0.005                 -0.005
Category 3     Category 3        0.003                 -0.003
U14            U15
Category 1     Category 1        0.773                 -0.006
Category 1     Category 2        0.084                 -0.002
Category 1     Category 3        0.025                  0.009
Category 2     Category 1        0.060                  0.014
Category 2     Category 2        0.021                 -0.012
Category 2     Category 3        0.009                 -0.004
Category 3     Category 1        0.016                  0.009
Category 3     Category 2        0.008                 -0.003
Category 3     Category 3        0.005                 -0.005
U14            U16
Category 1     Category 1        0.752                  0.018
Category 1     Category 2        0.099                 -0.021
Category 1     Category 3        0.031                  0.004
Category 2     Category 1        0.056                  0.017
Category 2     Category 2        0.023                 -0.018
Category 2     Category 3        0.011                 -0.001
Category 3     Category 1        0.015                  0.010
Category 3     Category 2        0.008                 -0.008
Category 3     Category 3        0.005                  0.000
U14            U17
Category 1     Category 1        0.741                 -0.021
Category 1     Category 2        0.107                  0.006
Category 1     Category 3        0.034                  0.015
Category 2     Category 1        0.054                  0.005
Category 2     Category 2        0.024                 -0.010
Category 2     Category 3        0.012                  0.002
Category 3     Category 1        0.014                  0.001
Category 3     Category 2        0.008                  0.001
Category 3     Category 3        0.006                 -0.001
U14            U18
Category 1     Category 1        0.740                 -0.025
Category 1     Category 2        0.107                  0.031
Category 1     Category 3        0.034                 -0.005
Category 2     Category 1        0.053                  0.005
Category 2     Category 2        0.024                  0.000
Category 2     Category 3        0.012                 -0.007
Category 3     Category 1        0.014                 -0.004
Category 3     Category 2        0.008                 -0.003
Category 3     Category 3        0.006                  0.009
U14            U19
Category 1     Category 1        0.750                 -0.021
Category 1     Category 2        0.100                  0.023
Category 1     Category 3        0.031                 -0.002
Category 2     Category 1        0.055                  0.008
Category 2     Category 2        0.024                 -0.009
Category 2     Category 3        0.011                 -0.002
Category 3     Category 1        0.014                  0.005
Category 3     Category 2        0.008                 -0.003
Category 3     Category 3        0.005                 -0.001
U14            U20
Category 1     Category 1        0.770                 -0.011
Category 1     Category 2        0.086                  0.012
Category 1     Category 3        0.025                 -0.001
Category 2     Category 1        0.059                  0.014
Category 2     Category 2        0.022                 -0.012
Category 2     Category 3        0.010                 -0.005
Category 3     Category 1        0.016                 -0.006
Category 3     Category 2        0.008                 -0.003
Category 3     Category 3        0.005                  0.010
U14            U21
Category 1     Category 1        0.796                  0.013
Category 1     Category 2        0.068                 -0.004
Category 1     Category 3        0.018                 -0.009
Category 2     Category 1        0.064                 -0.001
Category 2     Category 2        0.019                 -0.004
Category 2     Category 3        0.007                  0.003
Category 3     Category 1        0.017                  0.007
Category 3     Category 2        0.007                 -0.002
Category 3     Category 3        0.004                 -0.004
U15            U16
Category 1     Category 1        0.730                  0.042
Category 1     Category 2        0.091                 -0.027
Category 1     Category 3        0.028                  0.002
Category 2     Category 1        0.072                  0.000
Category 2     Category 2        0.028                 -0.009
Category 2     Category 3        0.013                 -0.008
Category 3     Category 1        0.020                  0.003
Category 3     Category 2        0.011                 -0.011
Category 3     Category 3        0.007                  0.008
U15            U17
Category 1     Category 1        0.719                  0.004
Category 1     Category 2        0.099                 -0.010
Category 1     Category 3        0.031                  0.023
Category 2     Category 1        0.070                 -0.008
Category 2     Category 2        0.029                 -0.005
Category 2     Category 3        0.014                 -0.004
Category 3     Category 1        0.019                 -0.010
Category 3     Category 2        0.011                  0.013
Category 3     Category 3        0.008                 -0.003
U15            U18
Category 1     Category 1        0.718                  0.004
Category 1     Category 2        0.099                  0.014
Category 1     Category 3        0.031                 -0.001
Category 2     Category 1        0.070                 -0.033
Category 2     Category 2        0.029                  0.025
Category 2     Category 3        0.014                 -0.009
Category 3     Category 1        0.019                  0.004
Category 3     Category 2        0.011                 -0.011
Category 3     Category 3        0.008                  0.007
U15            U19
Category 1     Category 1        0.728                 -0.005
Category 1     Category 2        0.092                  0.031
Category 1     Category 3        0.028                 -0.008
Category 2     Category 1        0.072                  0.009
Category 2     Category 2        0.028                 -0.018
Category 2     Category 3        0.013                 -0.008
Category 3     Category 1        0.020                 -0.011
Category 3     Category 2        0.011                 -0.001
Category 3     Category 3        0.007                  0.013
U15            U20
Category 1     Category 1        0.746                  0.001
Category 1     Category 2        0.079                  0.009
Category 1     Category 3        0.023                  0.007
Category 2     Category 1        0.077                 -0.010
Category 2     Category 2        0.026                 -0.001
Category 2     Category 3        0.011                 -0.006
Category 3     Category 1        0.022                  0.007
Category 3     Category 2        0.011                 -0.011
Category 3     Category 3        0.006                  0.004
U15            U21
Category 1     Category 1        0.770                  0.031
Category 1     Category 2        0.062                 -0.008
Category 1     Category 3        0.017                 -0.007
Category 2     Category 1        0.083                 -0.002
Category 2     Category 2        0.022                 -0.012
Category 2     Category 3        0.008                 -0.003
Category 3     Category 1        0.024                 -0.010
Category 3     Category 2        0.009                  0.010
Category 3     Category 3        0.005                  0.000
U16            U17
Category 1     Category 1        0.701                  0.013
Category 1     Category 2        0.093                  0.015
Category 1     Category 3        0.028                  0.016
Category 2     Category 1        0.083                 -0.019
Category 2     Category 2        0.033                 -0.028
Category 2     Category 3        0.015                  0.000
Category 3     Category 1        0.024                 -0.009
Category 3     Category 2        0.014                  0.011
Category 3     Category 3        0.009                  0.001
U16            U18
Category 1     Category 1        0.701                 -0.001
Category 1     Category 2        0.093                  0.040
Category 1     Category 3        0.029                  0.006
Category 2     Category 1        0.082                 -0.019
Category 2     Category 2        0.033                 -0.018
Category 2     Category 3        0.015                 -0.010
Category 3     Category 1        0.024                 -0.004
Category 3     Category 2        0.014                  0.006
Category 3     Category 3        0.009                  0.001
U16            U19
Category 1     Category 1        0.710                  0.039
Category 1     Category 2        0.087                  0.007
Category 1     Category 3        0.026                 -0.001
Category 2     Category 1        0.085                 -0.031
Category 2     Category 2        0.031                 -0.007
Category 2     Category 3        0.014                 -0.009
Category 3     Category 1        0.025                 -0.015
Category 3     Category 2        0.014                  0.011
Category 3     Category 3        0.008                  0.006
U16            U20
Category 1     Category 1        0.727                  0.027
Category 1     Category 2        0.074                  0.019
Category 1     Category 3        0.021                 -0.001
Category 2     Category 1        0.090                 -0.027
Category 2     Category 2        0.028                 -0.014
Category 2     Category 3        0.011                 -0.006
Category 3     Category 1        0.027                 -0.002
Category 3     Category 2        0.013                 -0.008
Category 3     Category 3        0.007                  0.013
U16            U21
Category 1     Category 1        0.750                  0.044
Category 1     Category 2        0.058                  0.001
Category 1     Category 3        0.015                  0.000
Category 2     Category 1        0.098                 -0.019
Category 2     Category 2        0.024                 -0.019
Category 2     Category 3        0.009                 -0.009
Category 3     Category 1        0.030                 -0.005
Category 3     Category 2        0.011                  0.008
Category 3     Category 3        0.006                 -0.001
U17            U18
Category 1     Category 1        0.691                 -0.006
Category 1     Category 2        0.090                 -0.011
Category 1     Category 3        0.027                  0.002
Category 2     Category 1        0.090                 -0.026
Category 2     Category 2        0.035                  0.030
Category 2     Category 3        0.015                 -0.006
Category 3     Category 1        0.027                  0.007
Category 3     Category 2        0.015                  0.009
Category 3     Category 3        0.010                  0.000
U17            U19
Category 1     Category 1        0.700                  0.000
Category 1     Category 2        0.084                  0.005
Category 1     Category 3        0.025                 -0.020
Category 2     Category 1        0.092                 -0.024
Category 2     Category 2        0.033                  0.011
Category 2     Category 3        0.014                  0.011
Category 3     Category 1        0.028                  0.016
Category 3     Category 2        0.015                 -0.005
Category 3     Category 3        0.009                  0.006
U17            U20
Category 1     Category 1        0.716                 -0.027
Category 1     Category 2        0.072                  0.012
Category 1     Category 3        0.020                  0.000
Category 2     Category 1        0.098                  0.000
Category 2     Category 2        0.030                 -0.005
Category 2     Category 3        0.012                  0.003
Category 3     Category 1        0.030                  0.024
Category 3     Category 2        0.014                 -0.009
Category 3     Category 3        0.008                  0.002
U17            U21
Category 1     Category 1        0.738                  0.001
Category 1     Category 2        0.056                 -0.006
Category 1     Category 3        0.015                 -0.010
Category 2     Category 1        0.106                  0.003
Category 2     Category 2        0.025                 -0.005
Category 2     Category 3        0.009                  0.001
Category 3     Category 1        0.034                  0.016
Category 3     Category 2        0.013                  0.002
Category 3     Category 3        0.006                 -0.001
U18            U19
Category 1     Category 1        0.699                 -0.029
Category 1     Category 2        0.084                  0.020
Category 1     Category 3        0.025                 -0.015
Category 2     Category 1        0.093                  0.030
Category 2     Category 2        0.033                 -0.004
Category 2     Category 3        0.014                  0.001
Category 3     Category 1        0.028                 -0.009
Category 3     Category 2        0.015                 -0.005
Category 3     Category 3        0.009                  0.011
U18            U20
Category 1     Category 1        0.716                 -0.031
Category 1     Category 2        0.071                  0.002
Category 1     Category 3        0.020                  0.005
Category 2     Category 1        0.098                  0.025
Category 2     Category 2        0.030                  0.005
Category 2     Category 3        0.012                 -0.002
Category 3     Category 1        0.031                  0.004
Category 3     Category 2        0.014                 -0.009
Category 3     Category 3        0.008                  0.002
U18            U21
Category 1     Category 1        0.737                 -0.023
Category 1     Category 2        0.055                  0.004
Category 1     Category 3        0.014                 -0.005
Category 2     Category 1        0.106                  0.042
Category 2     Category 2        0.025                 -0.015
Category 2     Category 3        0.009                  0.001
Category 3     Category 1        0.034                  0.001
Category 3     Category 2        0.013                  0.002
Category 3     Category 3        0.006                 -0.006
U19            U20
Category 1     Category 1        0.725                 -0.016
Category 1     Category 2        0.074                  0.010
Category 1     Category 3        0.021                 -0.001
Category 2     Category 1        0.092                  0.012
Category 2     Category 2        0.029                 -0.004
Category 2     Category 3        0.011                  0.003
Category 3     Category 1        0.028                  0.002
Category 3     Category 2        0.013                 -0.008
Category 3     Category 3        0.007                  0.003
U19            U21
Category 1     Category 1        0.748                  0.016
Category 1     Category 2        0.057                 -0.013
Category 1     Category 3        0.015                 -0.010
Category 2     Category 1        0.099                  0.009
Category 2     Category 2        0.024                  0.005
Category 2     Category 3        0.009                 -0.004
Category 3     Category 1        0.031                 -0.006
Category 3     Category 2        0.012                 -0.002
Category 3     Category 3        0.006                  0.004
U20            U21
Category 1     Category 1        0.767                  0.006
Category 1     Category 2        0.061                 -0.002
Category 1     Category 3        0.016                 -0.006
Category 2     Category 1        0.085                  0.013
Category 2     Category 2        0.022                 -0.007
Category 2     Category 3        0.008                 -0.008
Category 3     Category 1        0.025                  0.000
Category 3     Category 2        0.010                  0.000
Category 3     Category 3        0.005                  0.005

UNIVARIATE DISTRIBUTION FIT FOR CLASS 3

Variable          Estimated      Residual (Observed-Estimated)
U11
Category 1        1.000                  0.000
Category 2        0.000                  0.000
Category 3        0.000                  0.000
U12
Category 1        1.000                  0.000
Category 2        0.000                  0.000
Category 3        0.000                  0.000
U13
Category 1        1.000                  0.000
Category 2        0.000                  0.000
Category 3        0.000                  0.000
U14
Category 1        1.000                  0.000
Category 2        0.000                  0.000
Category 3        0.000                  0.000
U15
Category 1        1.000                  0.000
Category 2        0.000                  0.000
Category 3        0.000                  0.000
U16
Category 1        1.000                  0.000
Category 2        0.000                  0.000
Category 3        0.000                  0.000
U17
Category 1        1.000                  0.000
Category 2        0.000                  0.000
Category 3        0.000                  0.000
U18
Category 1        1.000                  0.000
Category 2        0.000                  0.000
Category 3        0.000                  0.000
U19
Category 1        1.000                  0.000
Category 2        0.000                  0.000
Category 3        0.000                  0.000
U20
Category 1        1.000                  0.000
Category 2        0.000                  0.000
Category 3        0.000                  0.000
U21
Category 1        1.000                  0.000
Category 2        0.000                  0.000
Category 3        0.000                  0.000

BIVARIATE DISTRIBUTIONS FIT FOR CLASS 3

Variable       Variable          Estimated    Residual (Observed-Estimated)
U11            U12
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U11            U13
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U11            U14
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U11            U15
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U11            U16
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U11            U17
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U11            U18
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U11            U19
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U11            U20
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U11            U21
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U12            U13
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U12            U14
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U12            U15
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U12            U16
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U12            U17
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U12            U18
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U12            U19
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U12            U20
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U12            U21
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U13            U14
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U13            U15
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U13            U16
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U13            U17
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U13            U18
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U13            U19
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U13            U20
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U13            U21
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U14            U15
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U14            U16
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U14            U17
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U14            U18
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U14            U19
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U14            U20
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U14            U21
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U15            U16
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U15            U17
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U15            U18
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U15            U19
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U15            U20
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U15            U21
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U16            U17
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U16            U18
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U16            U19
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U16            U20
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U16            U21
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U17            U18
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U17            U19
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U17            U20
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U17            U21
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U18            U19
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U18            U20
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U18            U21
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U19            U20
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U19            U21
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000
U20            U21
Category 1     Category 1        1.000                  0.000
Category 1     Category 2        0.000                  0.000
Category 1     Category 3        0.000                  0.000
Category 2     Category 1        0.000                  0.000
Category 2     Category 2        0.000                  0.000
Category 2     Category 3        0.000                  0.000
Category 3     Category 1        0.000                  0.000
Category 3     Category 2        0.000                  0.000
Category 3     Category 3        0.000                  0.000

TECHNICAL 1 OUTPUT

PARAMETER SPECIFICATION FOR LATENT CLASS 1

NU
U11           U12           U13           U14           U15
________      ________      ________      ________      ________
1                  0             0             0             0             0

NU
U16           U17           U18           U19           U20
________      ________      ________      ________      ________
1                  0             0             0             0             0

NU
U21
________
1                  0

LAMBDA
I             S             Q
________      ________      ________
U11                0             0             0
U12                0             0             0
U13                0             0             0
U14                0             0             0
U15                0             0             0
U16                0             0             0
U17                0             0             0
U18                0             0             0
U19                0             0             0
U20                0             0             0
U21                0             0             0

THETA
U11           U12           U13           U14           U15
________      ________      ________      ________      ________
U11                0
U12                0             0
U13                0             0             0
U14                0             0             0             0
U15                0             0             0             0             0
U16                0             0             0             0             0
U17                0             0             0             0             0
U18                0             0             0             0             0
U19                0             0             0             0             0
U20                0             0             0             0             0
U21                0             0             0             0             0

THETA
U16           U17           U18           U19           U20
________      ________      ________      ________      ________
U16                0
U17                0             0
U18                0             0             0
U19                0             0             0             0
U20                0             0             0             0             0
U21                0             0             0             0             0

THETA
U21
________
U21                0

ALPHA
I             S             Q
________      ________      ________
1                  1             2             3

BETA
I             S             Q
________      ________      ________
I                  0             0             0
S                  0             0             0
Q                  0             0             0

PSI
I             S             Q
________      ________      ________
I                  4
S                  0             0
Q                  0             0             0

PARAMETER SPECIFICATION FOR LATENT CLASS 2

NU
U11           U12           U13           U14           U15
________      ________      ________      ________      ________
1                  0             0             0             0             0

NU
U16           U17           U18           U19           U20
________      ________      ________      ________      ________
1                  0             0             0             0             0

NU
U21
________
1                  0

LAMBDA
I             S             Q
________      ________      ________
U11                0             0             0
U12                0             0             0
U13                0             0             0
U14                0             0             0
U15                0             0             0
U16                0             0             0
U17                0             0             0
U18                0             0             0
U19                0             0             0
U20                0             0             0
U21                0             0             0

THETA
U11           U12           U13           U14           U15
________      ________      ________      ________      ________
U11                0
U12                0             0
U13                0             0             0
U14                0             0             0             0
U15                0             0             0             0             0
U16                0             0             0             0             0
U17                0             0             0             0             0
U18                0             0             0             0             0
U19                0             0             0             0             0
U20                0             0             0             0             0
U21                0             0             0             0             0

THETA
U16           U17           U18           U19           U20
________      ________      ________      ________      ________
U16                0
U17                0             0
U18                0             0             0
U19                0             0             0             0
U20                0             0             0             0             0
U21                0             0             0             0             0

THETA
U21
________
U21                0

ALPHA
I             S             Q
________      ________      ________
1                  0             5             6

BETA
I             S             Q
________      ________      ________
I                  0             0             0
S                  0             0             0
Q                  0             0             0

PSI
I             S             Q
________      ________      ________
I                  7
S                  0             0
Q                  0             0             0

PARAMETER SPECIFICATION FOR LATENT CLASS 3

NU
U11           U12           U13           U14           U15
________      ________      ________      ________      ________
1                  0             0             0             0             0

NU
U16           U17           U18           U19           U20
________      ________      ________      ________      ________
1                  0             0             0             0             0

NU
U21
________
1                  0

LAMBDA
I             S             Q
________      ________      ________
U11                0             0             0
U12                0             0             0
U13                0             0             0
U14                0             0             0
U15                0             0             0
U16                0             0             0
U17                0             0             0
U18                0             0             0
U19                0             0             0
U20                0             0             0
U21                0             0             0

THETA
U11           U12           U13           U14           U15
________      ________      ________      ________      ________
U11                0
U12                0             0
U13                0             0             0
U14                0             0             0             0
U15                0             0             0             0             0
U16                0             0             0             0             0
U17                0             0             0             0             0
U18                0             0             0             0             0
U19                0             0             0             0             0
U20                0             0             0             0             0
U21                0             0             0             0             0

THETA
U16           U17           U18           U19           U20
________      ________      ________      ________      ________
U16                0
U17                0             0
U18                0             0             0
U19                0             0             0             0
U20                0             0             0             0             0
U21                0             0             0             0             0

THETA
U21
________
U21                0

ALPHA
I             S             Q
________      ________      ________
1                  0             0             0

BETA
I             S             Q
________      ________      ________
I                  0             0             0
S                  0             0             0
Q                  0             0             0

PSI
I             S             Q
________      ________      ________
I                  0
S                  0             0
Q                  0             0             0

PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART

TAU(U) FOR LATENT CLASS 1
U11\$1         U11\$2         U12\$1         U12\$2         U13\$1
________      ________      ________      ________      ________
1                  8             9             8             9             8

TAU(U) FOR LATENT CLASS 1
U13\$2         U14\$1         U14\$2         U15\$1         U15\$2
________      ________      ________      ________      ________
1                  9             8             9             8             9

TAU(U) FOR LATENT CLASS 1
U16\$1         U16\$2         U17\$1         U17\$2         U18\$1
________      ________      ________      ________      ________
1                  8             9             8             9             8

TAU(U) FOR LATENT CLASS 1
U18\$2         U19\$1         U19\$2         U20\$1         U20\$2
________      ________      ________      ________      ________
1                  9             8             9             8             9

TAU(U) FOR LATENT CLASS 1
U21\$1         U21\$2
________      ________
1                  8             9

TAU(U) FOR LATENT CLASS 2
U11\$1         U11\$2         U12\$1         U12\$2         U13\$1
________      ________      ________      ________      ________
1                  8             9             8             9             8

TAU(U) FOR LATENT CLASS 2
U13\$2         U14\$1         U14\$2         U15\$1         U15\$2
________      ________      ________      ________      ________
1                  9             8             9             8             9

TAU(U) FOR LATENT CLASS 2
U16\$1         U16\$2         U17\$1         U17\$2         U18\$1
________      ________      ________      ________      ________
1                  8             9             8             9             8

TAU(U) FOR LATENT CLASS 2
U18\$2         U19\$1         U19\$2         U20\$1         U20\$2
________      ________      ________      ________      ________
1                  9             8             9             8             9

TAU(U) FOR LATENT CLASS 2
U21\$1         U21\$2
________      ________
1                  8             9

TAU(U) FOR LATENT CLASS 3
U11\$1         U11\$2         U12\$1         U12\$2         U13\$1
________      ________      ________      ________      ________
1                  0             0             0             0             0

TAU(U) FOR LATENT CLASS 3
U13\$2         U14\$1         U14\$2         U15\$1         U15\$2
________      ________      ________      ________      ________
1                  0             0             0             0             0

TAU(U) FOR LATENT CLASS 3
U16\$1         U16\$2         U17\$1         U17\$2         U18\$1
________      ________      ________      ________      ________
1                  0             0             0             0             0

TAU(U) FOR LATENT CLASS 3
U18\$2         U19\$1         U19\$2         U20\$1         U20\$2
________      ________      ________      ________      ________
1                  0             0             0             0             0

TAU(U) FOR LATENT CLASS 3
U21\$1         U21\$2
________      ________
1                  0             0

PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART

ALPHA(C)
C#1           C#2           C#3
________      ________      ________
1                 10            11             0

GAMMA(C)
I             S             Q
________      ________      ________
C#1                0             0             0
C#2                0             0             0
C#3                0             0             0

STARTING VALUES FOR LATENT CLASS 1

NU
U11           U12           U13           U14           U15
________      ________      ________      ________      ________
1              0.000         0.000         0.000         0.000         0.000

NU
U16           U17           U18           U19           U20
________      ________      ________      ________      ________
1              0.000         0.000         0.000         0.000         0.000

NU
U21
________
1              0.000

LAMBDA
I             S             Q
________      ________      ________
U11            1.000        -0.600         0.360
U12            1.000        -0.500         0.250
U13            1.000        -0.400         0.160
U14            1.000        -0.300         0.090
U15            1.000        -0.200         0.040
U16            1.000        -0.100         0.010
U17            1.000         0.000         0.000
U18            1.000         0.100         0.010
U19            1.000         0.200         0.040
U20            1.000         0.300         0.090
U21            1.000         0.400         0.160

THETA
U11           U12           U13           U14           U15
________      ________      ________      ________      ________
U11            1.000
U12            0.000         1.000
U13            0.000         0.000         1.000
U14            0.000         0.000         0.000         1.000
U15            0.000         0.000         0.000         0.000         1.000
U16            0.000         0.000         0.000         0.000         0.000
U17            0.000         0.000         0.000         0.000         0.000
U18            0.000         0.000         0.000         0.000         0.000
U19            0.000         0.000         0.000         0.000         0.000
U20            0.000         0.000         0.000         0.000         0.000
U21            0.000         0.000         0.000         0.000         0.000

THETA
U16           U17           U18           U19           U20
________      ________      ________      ________      ________
U16            1.000
U17            0.000         1.000
U18            0.000         0.000         1.000
U19            0.000         0.000         0.000         1.000
U20            0.000         0.000         0.000         0.000         1.000
U21            0.000         0.000         0.000         0.000         0.000

THETA
U21
________
U21            1.000

ALPHA
I             S             Q
________      ________      ________
1              2.000         0.000         0.000

BETA
I             S             Q
________      ________      ________
I              0.000         0.000         0.000
S              0.000         0.000         0.000
Q              0.000         0.000         0.000

PSI
I             S             Q
________      ________      ________
I              0.050
S              0.000         0.000
Q              0.000         0.000         0.000

STARTING VALUES FOR LATENT CLASS 2

NU
U11           U12           U13           U14           U15
________      ________      ________      ________      ________
1              0.000         0.000         0.000         0.000         0.000

NU
U16           U17           U18           U19           U20
________      ________      ________      ________      ________
1              0.000         0.000         0.000         0.000         0.000

NU
U21
________
1              0.000

LAMBDA
I             S             Q
________      ________      ________
U11            1.000        -0.600         0.360
U12            1.000        -0.500         0.250
U13            1.000        -0.400         0.160
U14            1.000        -0.300         0.090
U15            1.000        -0.200         0.040
U16            1.000        -0.100         0.010
U17            1.000         0.000         0.000
U18            1.000         0.100         0.010
U19            1.000         0.200         0.040
U20            1.000         0.300         0.090
U21            1.000         0.400         0.160

THETA
U11           U12           U13           U14           U15
________      ________      ________      ________      ________
U11            1.000
U12            0.000         1.000
U13            0.000         0.000         1.000
U14            0.000         0.000         0.000         1.000
U15            0.000         0.000         0.000         0.000         1.000
U16            0.000         0.000         0.000         0.000         0.000
U17            0.000         0.000         0.000         0.000         0.000
U18            0.000         0.000         0.000         0.000         0.000
U19            0.000         0.000         0.000         0.000         0.000
U20            0.000         0.000         0.000         0.000         0.000
U21            0.000         0.000         0.000         0.000         0.000

THETA
U16           U17           U18           U19           U20
________      ________      ________      ________      ________
U16            1.000
U17            0.000         1.000
U18            0.000         0.000         1.000
U19            0.000         0.000         0.000         1.000
U20            0.000         0.000         0.000         0.000         1.000
U21            0.000         0.000         0.000         0.000         0.000

THETA
U21
________
U21            1.000

ALPHA
I             S             Q
________      ________      ________
1              0.000         0.000         0.000

BETA
I             S             Q
________      ________      ________
I              0.000         0.000         0.000
S              0.000         0.000         0.000
Q              0.000         0.000         0.000

PSI
I             S             Q
________      ________      ________
I              0.050
S              0.000         0.000
Q              0.000         0.000         0.000

STARTING VALUES FOR LATENT CLASS 3

NU
U11           U12           U13           U14           U15
________      ________      ________      ________      ________
1              0.000         0.000         0.000         0.000         0.000

NU
U16           U17           U18           U19           U20
________      ________      ________      ________      ________
1              0.000         0.000         0.000         0.000         0.000

NU
U21
________
1              0.000

LAMBDA
I             S             Q
________      ________      ________
U11            1.000        -0.600         0.360
U12            1.000        -0.500         0.250
U13            1.000        -0.400         0.160
U14            1.000        -0.300         0.090
U15            1.000        -0.200         0.040
U16            1.000        -0.100         0.010
U17            1.000         0.000         0.000
U18            1.000         0.100         0.010
U19            1.000         0.200         0.040
U20            1.000         0.300         0.090
U21            1.000         0.400         0.160

THETA
U11           U12           U13           U14           U15
________      ________      ________      ________      ________
U11            1.000
U12            0.000         1.000
U13            0.000         0.000         1.000
U14            0.000         0.000         0.000         1.000
U15            0.000         0.000         0.000         0.000         1.000
U16            0.000         0.000         0.000         0.000         0.000
U17            0.000         0.000         0.000         0.000         0.000
U18            0.000         0.000         0.000         0.000         0.000
U19            0.000         0.000         0.000         0.000         0.000
U20            0.000         0.000         0.000         0.000         0.000
U21            0.000         0.000         0.000         0.000         0.000

THETA
U16           U17           U18           U19           U20
________      ________      ________      ________      ________
U16            1.000
U17            0.000         1.000
U18            0.000         0.000         1.000
U19            0.000         0.000         0.000         1.000
U20            0.000         0.000         0.000         0.000         1.000
U21            0.000         0.000         0.000         0.000         0.000

THETA
U21
________
U21            1.000

ALPHA
I             S             Q
________      ________      ________
1              0.000         0.000         0.000

BETA
I             S             Q
________      ________      ________
I              0.000         0.000         0.000
S              0.000         0.000         0.000
Q              0.000         0.000         0.000

PSI
I             S             Q
________      ________      ________
I              0.000
S              0.000         0.000
Q              0.000         0.000         0.000

STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART

TAU(U) FOR LATENT CLASS 1
U11\$1         U11\$2         U12\$1         U12\$2         U13\$1
________      ________      ________      ________      ________
1              2.210         3.700         2.210         3.700         2.210

TAU(U) FOR LATENT CLASS 1
U13\$2         U14\$1         U14\$2         U15\$1         U15\$2
________      ________      ________      ________      ________
1              3.700         2.210         3.700         2.210         3.700

TAU(U) FOR LATENT CLASS 1
U16\$1         U16\$2         U17\$1         U17\$2         U18\$1
________      ________      ________      ________      ________
1              2.210         3.700         2.210         3.700         2.210

TAU(U) FOR LATENT CLASS 1
U18\$2         U19\$1         U19\$2         U20\$1         U20\$2
________      ________      ________      ________      ________
1              3.700         2.210         3.700         2.210         3.700

TAU(U) FOR LATENT CLASS 1
U21\$1         U21\$2
________      ________
1              2.210         3.700

TAU(U) FOR LATENT CLASS 2
U11\$1         U11\$2         U12\$1         U12\$2         U13\$1
________      ________      ________      ________      ________
1              2.210         3.700         2.210         3.700         2.210

TAU(U) FOR LATENT CLASS 2
U13\$2         U14\$1         U14\$2         U15\$1         U15\$2
________      ________      ________      ________      ________
1              3.700         2.210         3.700         2.210         3.700

TAU(U) FOR LATENT CLASS 2
U16\$1         U16\$2         U17\$1         U17\$2         U18\$1
________      ________      ________      ________      ________
1              2.210         3.700         2.210         3.700         2.210

TAU(U) FOR LATENT CLASS 2
U18\$2         U19\$1         U19\$2         U20\$1         U20\$2
________      ________      ________      ________      ________
1              3.700         2.210         3.700         2.210         3.700

TAU(U) FOR LATENT CLASS 2
U21\$1         U21\$2
________      ________
1              2.210         3.700

TAU(U) FOR LATENT CLASS 3
U11\$1         U11\$2         U12\$1         U12\$2         U13\$1
________      ________      ________      ________      ________
1             15.000        16.000        15.000        16.000        15.000

TAU(U) FOR LATENT CLASS 3
U13\$2         U14\$1         U14\$2         U15\$1         U15\$2
________      ________      ________      ________      ________
1             16.000        15.000        16.000        15.000        16.000

TAU(U) FOR LATENT CLASS 3
U16\$1         U16\$2         U17\$1         U17\$2         U18\$1
________      ________      ________      ________      ________
1             15.000        16.000        15.000        16.000        15.000

TAU(U) FOR LATENT CLASS 3
U18\$2         U19\$1         U19\$2         U20\$1         U20\$2
________      ________      ________      ________      ________
1             16.000        15.000        16.000        15.000        16.000

TAU(U) FOR LATENT CLASS 3
U21\$1         U21\$2
________      ________
1             15.000        16.000

STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART

ALPHA(C)
C#1           C#2           C#3
________      ________      ________
1              0.000         0.000         0.000

GAMMA(C)
I             S             Q
________      ________      ________
C#1            0.000         0.000         0.000
C#2            0.000         0.000         0.000
C#3            0.000         0.000         0.000

TECHNICAL 7 OUTPUT

UNIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 1

Variable
U11
Category 1        0.999
Category 2        0.001
Category 3        0.000
U12
Category 1        0.910
Category 2        0.090
Category 3        0.000
U13
Category 1        0.720
Category 2        0.136
Category 3        0.144
U14
Category 1        0.451
Category 2        0.548
Category 3        0.000
U15
Category 1        0.713
Category 2        0.194
Category 3        0.094
U16
Category 1        0.840
Category 2        0.085
Category 3        0.075
U17
Category 1        0.996
Category 2        0.003
Category 3        0.001
U18
Category 1        1.000
Category 2        0.000
Category 3        0.000
U19
Category 1        1.000
Category 2        0.000
Category 3        0.000
U20
Category 1        1.000
Category 2        0.000
Category 3        0.000
U21
Category 1        1.000
Category 2        0.000
Category 3        0.000

BIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 1

Variable       Variable
U11            U12
Category 1     Category 1        0.909
Category 1     Category 2        0.090
Category 1     Category 3        0.000
Category 2     Category 1        0.001
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U11            U13
Category 1     Category 1        0.719
Category 1     Category 2        0.136
Category 1     Category 3        0.144
Category 2     Category 1        0.001
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U11            U14
Category 1     Category 1        0.451
Category 1     Category 2        0.548
Category 1     Category 3        0.000
Category 2     Category 1        0.001
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U11            U15
Category 1     Category 1        0.712
Category 1     Category 2        0.194
Category 1     Category 3        0.094
Category 2     Category 1        0.001
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U11            U16
Category 1     Category 1        0.840
Category 1     Category 2        0.085
Category 1     Category 3        0.075
Category 2     Category 1        0.001
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U11            U17
Category 1     Category 1        0.995
Category 1     Category 2        0.003
Category 1     Category 3        0.001
Category 2     Category 1        0.001
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U11            U18
Category 1     Category 1        0.999
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.001
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U11            U19
Category 1     Category 1        0.999
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.001
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U11            U20
Category 1     Category 1        0.999
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.001
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U11            U21
Category 1     Category 1        0.999
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.001
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U12            U13
Category 1     Category 1        0.698
Category 1     Category 2        0.136
Category 1     Category 3        0.075
Category 2     Category 1        0.021
Category 2     Category 2        0.000
Category 2     Category 3        0.069
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U12            U14
Category 1     Category 1        0.430
Category 1     Category 2        0.479
Category 1     Category 3        0.000
Category 2     Category 1        0.021
Category 2     Category 2        0.069
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U12            U15
Category 1     Category 1        0.625
Category 1     Category 2        0.194
Category 1     Category 3        0.091
Category 2     Category 1        0.088
Category 2     Category 2        0.000
Category 2     Category 3        0.003
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U12            U16
Category 1     Category 1        0.755
Category 1     Category 2        0.080
Category 1     Category 3        0.075
Category 2     Category 1        0.086
Category 2     Category 2        0.005
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U12            U17
Category 1     Category 1        0.908
Category 1     Category 2        0.001
Category 1     Category 3        0.001
Category 2     Category 1        0.088
Category 2     Category 2        0.003
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U12            U18
Category 1     Category 1        0.909
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.090
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U12            U19
Category 1     Category 1        0.910
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.090
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U12            U20
Category 1     Category 1        0.910
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.090
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U12            U21
Category 1     Category 1        0.910
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.090
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U13            U14
Category 1     Category 1        0.432
Category 1     Category 2        0.288
Category 1     Category 3        0.000
Category 2     Category 1        0.020
Category 2     Category 2        0.116
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.144
Category 3     Category 3        0.000
U13            U15
Category 1     Category 1        0.577
Category 1     Category 2        0.125
Category 1     Category 3        0.019
Category 2     Category 1        0.067
Category 2     Category 2        0.069
Category 2     Category 3        0.000
Category 3     Category 1        0.069
Category 3     Category 2        0.000
Category 3     Category 3        0.075
U13            U16
Category 1     Category 1        0.683
Category 1     Category 2        0.037
Category 1     Category 3        0.000
Category 2     Category 1        0.089
Category 2     Category 2        0.047
Category 2     Category 3        0.000
Category 3     Category 1        0.069
Category 3     Category 2        0.000
Category 3     Category 3        0.075
U13            U17
Category 1     Category 1        0.715
Category 1     Category 2        0.003
Category 1     Category 3        0.001
Category 2     Category 1        0.136
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.144
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U13            U18
Category 1     Category 1        0.720
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.136
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.144
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U13            U19
Category 1     Category 1        0.720
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.136
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.144
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U13            U20
Category 1     Category 1        0.720
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.136
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.144
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U13            U21
Category 1     Category 1        0.720
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.136
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.144
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U14            U15
Category 1     Category 1        0.399
Category 1     Category 2        0.034
Category 1     Category 3        0.019
Category 2     Category 1        0.314
Category 2     Category 2        0.159
Category 2     Category 3        0.075
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U14            U16
Category 1     Category 1        0.430
Category 1     Category 2        0.021
Category 1     Category 3        0.000
Category 2     Category 1        0.410
Category 2     Category 2        0.063
Category 2     Category 3        0.075
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U14            U17
Category 1     Category 1        0.448
Category 1     Category 2        0.003
Category 1     Category 3        0.000
Category 2     Category 1        0.547
Category 2     Category 2        0.000
Category 2     Category 3        0.001
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U14            U18
Category 1     Category 1        0.451
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.548
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U14            U19
Category 1     Category 1        0.451
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.548
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U14            U20
Category 1     Category 1        0.451
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.548
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U14            U21
Category 1     Category 1        0.451
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.548
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U15            U16
Category 1     Category 1        0.637
Category 1     Category 2        0.076
Category 1     Category 3        0.000
Category 2     Category 1        0.185
Category 2     Category 2        0.009
Category 2     Category 3        0.000
Category 3     Category 1        0.019
Category 3     Category 2        0.000
Category 3     Category 3        0.075
U15            U17
Category 1     Category 1        0.711
Category 1     Category 2        0.001
Category 1     Category 3        0.001
Category 2     Category 1        0.194
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.091
Category 3     Category 2        0.003
Category 3     Category 3        0.000
U15            U18
Category 1     Category 1        0.712
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.194
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.094
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U15            U19
Category 1     Category 1        0.713
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.194
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.094
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U15            U20
Category 1     Category 1        0.713
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.194
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.094
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U15            U21
Category 1     Category 1        0.713
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.194
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.094
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U16            U17
Category 1     Category 1        0.836
Category 1     Category 2        0.003
Category 1     Category 3        0.001
Category 2     Category 1        0.085
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.075
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U16            U18
Category 1     Category 1        0.840
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.085
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.075
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U16            U19
Category 1     Category 1        0.840
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.085
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.075
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U16            U20
Category 1     Category 1        0.840
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.085
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.075
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U16            U21
Category 1     Category 1        0.840
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.085
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.075
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U17            U18
Category 1     Category 1        0.995
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.003
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.001
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U17            U19
Category 1     Category 1        0.996
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.003
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.001
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U17            U20
Category 1     Category 1        0.996
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.003
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.001
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U17            U21
Category 1     Category 1        0.996
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.003
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.001
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U18            U19
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U18            U20
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U18            U21
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U19            U20
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U19            U21
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U20            U21
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000

UNIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 2

Variable
U11
Category 1        0.966
Category 2        0.025
Category 3        0.010
U12
Category 1        0.947
Category 2        0.044
Category 3        0.010
U13
Category 1        0.914
Category 2        0.080
Category 3        0.006
U14
Category 1        0.882
Category 2        0.088
Category 3        0.030
U15
Category 1        0.865
Category 2        0.096
Category 3        0.038
U16
Category 1        0.867
Category 2        0.083
Category 3        0.049
U17
Category 1        0.793
Category 2        0.138
Category 3        0.069
U18
Category 1        0.783
Category 2        0.168
Category 3        0.049
U19
Category 1        0.813
Category 2        0.143
Category 3        0.044
U20
Category 1        0.842
Category 2        0.113
Category 3        0.044
U21
Category 1        0.896
Category 2        0.084
Category 3        0.020

BIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 2

Variable       Variable
U11            U12
Category 1     Category 1        0.927
Category 1     Category 2        0.029
Category 1     Category 3        0.010
Category 2     Category 1        0.015
Category 2     Category 2        0.010
Category 2     Category 3        0.000
Category 3     Category 1        0.005
Category 3     Category 2        0.005
Category 3     Category 3        0.000
U11            U13
Category 1     Category 1        0.895
Category 1     Category 2        0.070
Category 1     Category 3        0.001
Category 2     Category 1        0.010
Category 2     Category 2        0.010
Category 2     Category 3        0.005
Category 3     Category 1        0.010
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U11            U14
Category 1     Category 1        0.867
Category 1     Category 2        0.078
Category 1     Category 3        0.020
Category 2     Category 1        0.010
Category 2     Category 2        0.010
Category 2     Category 3        0.005
Category 3     Category 1        0.005
Category 3     Category 2        0.000
Category 3     Category 3        0.005
U11            U15
Category 1     Category 1        0.841
Category 1     Category 2        0.091
Category 1     Category 3        0.033
Category 2     Category 1        0.020
Category 2     Category 2        0.000
Category 2     Category 3        0.005
Category 3     Category 1        0.005
Category 3     Category 2        0.005
Category 3     Category 3        0.000
U11            U16
Category 1     Category 1        0.857
Category 1     Category 2        0.083
Category 1     Category 3        0.025
Category 2     Category 1        0.005
Category 2     Category 2        0.000
Category 2     Category 3        0.020
Category 3     Category 1        0.005
Category 3     Category 2        0.000
Category 3     Category 3        0.005
U11            U17
Category 1     Category 1        0.783
Category 1     Category 2        0.123
Category 1     Category 3        0.059
Category 2     Category 1        0.005
Category 2     Category 2        0.010
Category 2     Category 3        0.010
Category 3     Category 1        0.005
Category 3     Category 2        0.005
Category 3     Category 3        0.000
U11            U18
Category 1     Category 1        0.768
Category 1     Category 2        0.153
Category 1     Category 3        0.044
Category 2     Category 1        0.005
Category 2     Category 2        0.015
Category 2     Category 3        0.005
Category 3     Category 1        0.010
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U11            U19
Category 1     Category 1        0.803
Category 1     Category 2        0.133
Category 1     Category 3        0.030
Category 2     Category 1        0.005
Category 2     Category 2        0.005
Category 2     Category 3        0.015
Category 3     Category 1        0.005
Category 3     Category 2        0.005
Category 3     Category 3        0.000
U11            U20
Category 1     Category 1        0.827
Category 1     Category 2        0.104
Category 1     Category 3        0.035
Category 2     Category 1        0.015
Category 2     Category 2        0.005
Category 2     Category 3        0.005
Category 3     Category 1        0.000
Category 3     Category 2        0.005
Category 3     Category 3        0.005
U11            U21
Category 1     Category 1        0.872
Category 1     Category 2        0.079
Category 1     Category 3        0.015
Category 2     Category 1        0.015
Category 2     Category 2        0.005
Category 2     Category 3        0.005
Category 3     Category 1        0.010
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U12            U13
Category 1     Category 1        0.876
Category 1     Category 2        0.065
Category 1     Category 3        0.005
Category 2     Category 1        0.033
Category 2     Category 2        0.010
Category 2     Category 3        0.001
Category 3     Category 1        0.005
Category 3     Category 2        0.005
Category 3     Category 3        0.000
U12            U14
Category 1     Category 1        0.849
Category 1     Category 2        0.078
Category 1     Category 3        0.020
Category 2     Category 1        0.028
Category 2     Category 2        0.010
Category 2     Category 3        0.005
Category 3     Category 1        0.005
Category 3     Category 2        0.000
Category 3     Category 3        0.005
U12            U15
Category 1     Category 1        0.837
Category 1     Category 2        0.081
Category 1     Category 3        0.029
Category 2     Category 1        0.024
Category 2     Category 2        0.010
Category 2     Category 3        0.010
Category 3     Category 1        0.005
Category 3     Category 2        0.005
Category 3     Category 3        0.000
U12            U16
Category 1     Category 1        0.833
Category 1     Category 2        0.074
Category 1     Category 3        0.040
Category 2     Category 1        0.029
Category 2     Category 2        0.005
Category 2     Category 3        0.010
Category 3     Category 1        0.005
Category 3     Category 2        0.005
Category 3     Category 3        0.000
U12            U17
Category 1     Category 1        0.769
Category 1     Category 2        0.118
Category 1     Category 3        0.059
Category 2     Category 1        0.019
Category 2     Category 2        0.020
Category 2     Category 3        0.005
Category 3     Category 1        0.005
Category 3     Category 2        0.000
Category 3     Category 3        0.005
U12            U18
Category 1     Category 1        0.754
Category 1     Category 2        0.153
Category 1     Category 3        0.039
Category 2     Category 1        0.029
Category 2     Category 2        0.010
Category 2     Category 3        0.005
Category 3     Category 1        0.000
Category 3     Category 2        0.005
Category 3     Category 3        0.005
U12            U19
Category 1     Category 1        0.784
Category 1     Category 2        0.128
Category 1     Category 3        0.035
Category 2     Category 1        0.029
Category 2     Category 2        0.005
Category 2     Category 3        0.010
Category 3     Category 1        0.000
Category 3     Category 2        0.010
Category 3     Category 3        0.000
U12            U20
Category 1     Category 1        0.809
Category 1     Category 2        0.099
Category 1     Category 3        0.039
Category 2     Category 1        0.029
Category 2     Category 2        0.015
Category 2     Category 3        0.000
Category 3     Category 1        0.005
Category 3     Category 2        0.000
Category 3     Category 3        0.005
U12            U21
Category 1     Category 1        0.858
Category 1     Category 2        0.069
Category 1     Category 3        0.020
Category 2     Category 1        0.034
Category 2     Category 2        0.010
Category 2     Category 3        0.000
Category 3     Category 1        0.005
Category 3     Category 2        0.005
Category 3     Category 3        0.000
U13            U14
Category 1     Category 1        0.839
Category 1     Category 2        0.070
Category 1     Category 3        0.005
Category 2     Category 1        0.043
Category 2     Category 2        0.017
Category 2     Category 3        0.020
Category 3     Category 1        0.000
Category 3     Category 2        0.001
Category 3     Category 3        0.005
U13            U15
Category 1     Category 1        0.800
Category 1     Category 2        0.076
Category 1     Category 3        0.038
Category 2     Category 1        0.060
Category 2     Category 2        0.020
Category 2     Category 3        0.000
Category 3     Category 1        0.005
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U13            U16
Category 1     Category 1        0.798
Category 1     Category 2        0.081
Category 1     Category 3        0.035
Category 2     Category 1        0.068
Category 2     Category 2        0.002
Category 2     Category 3        0.010
Category 3     Category 1        0.001
Category 3     Category 2        0.000
Category 3     Category 3        0.005
U13            U17
Category 1     Category 1        0.747
Category 1     Category 2        0.108
Category 1     Category 3        0.059
Category 2     Category 1        0.046
Category 2     Category 2        0.025
Category 2     Category 3        0.010
Category 3     Category 1        0.001
Category 3     Category 2        0.005
Category 3     Category 3        0.000
U13            U18
Category 1     Category 1        0.747
Category 1     Category 2        0.138
Category 1     Category 3        0.030
Category 2     Category 1        0.036
Category 2     Category 2        0.025
Category 2     Category 3        0.020
Category 3     Category 1        0.001
Category 3     Category 2        0.005
Category 3     Category 3        0.000
U13            U19
Category 1     Category 1        0.766
Category 1     Category 2        0.118
Category 1     Category 3        0.030
Category 2     Category 1        0.046
Category 2     Category 2        0.025
Category 2     Category 3        0.010
Category 3     Category 1        0.001
Category 3     Category 2        0.000
Category 3     Category 3        0.005
U13            U20
Category 1     Category 1        0.796
Category 1     Category 2        0.094
Category 1     Category 3        0.025
Category 2     Category 1        0.041
Category 2     Category 2        0.020
Category 2     Category 3        0.020
Category 3     Category 1        0.006
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U13            U21
Category 1     Category 1        0.830
Category 1     Category 2        0.074
Category 1     Category 3        0.010
Category 2     Category 1        0.060
Category 2     Category 2        0.010
Category 2     Category 3        0.010
Category 3     Category 1        0.006
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U14            U15
Category 1     Category 1        0.767
Category 1     Category 2        0.082
Category 1     Category 3        0.033
Category 2     Category 1        0.074
Category 2     Category 2        0.010
Category 2     Category 3        0.005
Category 3     Category 1        0.025
Category 3     Category 2        0.005
Category 3     Category 3        0.000
U14            U16
Category 1     Category 1        0.770
Category 1     Category 2        0.078
Category 1     Category 3        0.035
Category 2     Category 1        0.072
Category 2     Category 2        0.006
Category 2     Category 3        0.010
Category 3     Category 1        0.025
Category 3     Category 2        0.000
Category 3     Category 3        0.005
U14            U17
Category 1     Category 1        0.720
Category 1     Category 2        0.113
Category 1     Category 3        0.049
Category 2     Category 1        0.059
Category 2     Category 2        0.015
Category 2     Category 3        0.015
Category 3     Category 1        0.015
Category 3     Category 2        0.010
Category 3     Category 3        0.005
U14            U18
Category 1     Category 1        0.714
Category 1     Category 2        0.138
Category 1     Category 3        0.030
Category 2     Category 1        0.059
Category 2     Category 2        0.025
Category 2     Category 3        0.005
Category 3     Category 1        0.010
Category 3     Category 2        0.005
Category 3     Category 3        0.015
U14            U19
Category 1     Category 1        0.729
Category 1     Category 2        0.123
Category 1     Category 3        0.030
Category 2     Category 1        0.064
Category 2     Category 2        0.015
Category 2     Category 3        0.010
Category 3     Category 1        0.020
Category 3     Category 2        0.005
Category 3     Category 3        0.005
U14            U20
Category 1     Category 1        0.759
Category 1     Category 2        0.099
Category 1     Category 3        0.025
Category 2     Category 1        0.074
Category 2     Category 2        0.010
Category 2     Category 3        0.005
Category 3     Category 1        0.010
Category 3     Category 2        0.005
Category 3     Category 3        0.015
U14            U21
Category 1     Category 1        0.808
Category 1     Category 2        0.064
Category 1     Category 3        0.010
Category 2     Category 1        0.064
Category 2     Category 2        0.015
Category 2     Category 3        0.010
Category 3     Category 1        0.025
Category 3     Category 2        0.005
Category 3     Category 3        0.000
U15            U16
Category 1     Category 1        0.772
Category 1     Category 2        0.064
Category 1     Category 3        0.030
Category 2     Category 1        0.072
Category 2     Category 2        0.019
Category 2     Category 3        0.005
Category 3     Category 1        0.023
Category 3     Category 2        0.000
Category 3     Category 3        0.015
U15            U17
Category 1     Category 1        0.723
Category 1     Category 2        0.089
Category 1     Category 3        0.054
Category 2     Category 1        0.062
Category 2     Category 2        0.025
Category 2     Category 3        0.010
Category 3     Category 1        0.009
Category 3     Category 2        0.024
Category 3     Category 3        0.005
U15            U18
Category 1     Category 1        0.722
Category 1     Category 2        0.113
Category 1     Category 3        0.030
Category 2     Category 1        0.037
Category 2     Category 2        0.054
Category 2     Category 3        0.005
Category 3     Category 1        0.024
Category 3     Category 2        0.000
Category 3     Category 3        0.015
U15            U19
Category 1     Category 1        0.722
Category 1     Category 2        0.123
Category 1     Category 3        0.020
Category 2     Category 1        0.081
Category 2     Category 2        0.010
Category 2     Category 3        0.005
Category 3     Category 1        0.009
Category 3     Category 2        0.010
Category 3     Category 3        0.020
U15            U20
Category 1     Category 1        0.747
Category 1     Category 2        0.089
Category 1     Category 3        0.030
Category 2     Category 1        0.067
Category 2     Category 2        0.025
Category 2     Category 3        0.005
Category 3     Category 1        0.029
Category 3     Category 2        0.000
Category 3     Category 3        0.010
U15            U21
Category 1     Category 1        0.801
Category 1     Category 2        0.054
Category 1     Category 3        0.010
Category 2     Category 1        0.081
Category 2     Category 2        0.010
Category 2     Category 3        0.005
Category 3     Category 1        0.014
Category 3     Category 2        0.020
Category 3     Category 3        0.005
U16            U17
Category 1     Category 1        0.715
Category 1     Category 2        0.108
Category 1     Category 3        0.044
Category 2     Category 1        0.064
Category 2     Category 2        0.005
Category 2     Category 3        0.015
Category 3     Category 1        0.015
Category 3     Category 2        0.025
Category 3     Category 3        0.010
U16            U18
Category 1     Category 1        0.700
Category 1     Category 2        0.133
Category 1     Category 3        0.034
Category 2     Category 1        0.064
Category 2     Category 2        0.015
Category 2     Category 3        0.005
Category 3     Category 1        0.020
Category 3     Category 2        0.020
Category 3     Category 3        0.010
U16            U19
Category 1     Category 1        0.749
Category 1     Category 2        0.094
Category 1     Category 3        0.025
Category 2     Category 1        0.054
Category 2     Category 2        0.025
Category 2     Category 3        0.005
Category 3     Category 1        0.010
Category 3     Category 2        0.025
Category 3     Category 3        0.015
U16            U20
Category 1     Category 1        0.754
Category 1     Category 2        0.094
Category 1     Category 3        0.020
Category 2     Category 1        0.064
Category 2     Category 2        0.015
Category 2     Category 3        0.005
Category 3     Category 1        0.025
Category 3     Category 2        0.005
Category 3     Category 3        0.020
U16            U21
Category 1     Category 1        0.793
Category 1     Category 2        0.059
Category 1     Category 3        0.015
Category 2     Category 1        0.078
Category 2     Category 2        0.005
Category 2     Category 3        0.000
Category 3     Category 1        0.025
Category 3     Category 2        0.020
Category 3     Category 3        0.005
U17            U18
Category 1     Category 1        0.685
Category 1     Category 2        0.079
Category 1     Category 3        0.030
Category 2     Category 1        0.064
Category 2     Category 2        0.064
Category 2     Category 3        0.010
Category 3     Category 1        0.034
Category 3     Category 2        0.025
Category 3     Category 3        0.010
U17            U19
Category 1     Category 1        0.699
Category 1     Category 2        0.089
Category 1     Category 3        0.005
Category 2     Category 1        0.069
Category 2     Category 2        0.044
Category 2     Category 3        0.025
Category 3     Category 1        0.044
Category 3     Category 2        0.010
Category 3     Category 3        0.015
U17            U20
Category 1     Category 1        0.690
Category 1     Category 2        0.084
Category 1     Category 3        0.020
Category 2     Category 1        0.098
Category 2     Category 2        0.025
Category 2     Category 3        0.015
Category 3     Category 1        0.054
Category 3     Category 2        0.005
Category 3     Category 3        0.010
U17            U21
Category 1     Category 1        0.739
Category 1     Category 2        0.049
Category 1     Category 3        0.005
Category 2     Category 1        0.108
Category 2     Category 2        0.020
Category 2     Category 3        0.010
Category 3     Category 1        0.049
Category 3     Category 2        0.015
Category 3     Category 3        0.005
U18            U19
Category 1     Category 1        0.670
Category 1     Category 2        0.104
Category 1     Category 3        0.010
Category 2     Category 1        0.123
Category 2     Category 2        0.030
Category 2     Category 3        0.015
Category 3     Category 1        0.020
Category 3     Category 2        0.010
Category 3     Category 3        0.020
U18            U20
Category 1     Category 1        0.684
Category 1     Category 2        0.074
Category 1     Category 3        0.025
Category 2     Category 1        0.123
Category 2     Category 2        0.035
Category 2     Category 3        0.010
Category 3     Category 1        0.034
Category 3     Category 2        0.005
Category 3     Category 3        0.010
U18            U21
Category 1     Category 1        0.714
Category 1     Category 2        0.059
Category 1     Category 3        0.010
Category 2     Category 1        0.148
Category 2     Category 2        0.010
Category 2     Category 3        0.010
Category 3     Category 1        0.034
Category 3     Category 2        0.015
Category 3     Category 3        0.000
U19            U20
Category 1     Category 1        0.709
Category 1     Category 2        0.084
Category 1     Category 3        0.020
Category 2     Category 1        0.104
Category 2     Category 2        0.025
Category 2     Category 3        0.015
Category 3     Category 1        0.030
Category 3     Category 2        0.005
Category 3     Category 3        0.010
U19            U21
Category 1     Category 1        0.763
Category 1     Category 2        0.044
Category 1     Category 3        0.005
Category 2     Category 1        0.108
Category 2     Category 2        0.030
Category 2     Category 3        0.005
Category 3     Category 1        0.025
Category 3     Category 2        0.010
Category 3     Category 3        0.010
U20            U21
Category 1     Category 1        0.773
Category 1     Category 2        0.059
Category 1     Category 3        0.010
Category 2     Category 1        0.099
Category 2     Category 2        0.015
Category 2     Category 3        0.000
Category 3     Category 1        0.025
Category 3     Category 2        0.010
Category 3     Category 3        0.010

UNIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 3

Variable
U11
Category 1        1.000
Category 2        0.000
Category 3        0.000
U12
Category 1        1.000
Category 2        0.000
Category 3        0.000
U13
Category 1        1.000
Category 2        0.000
Category 3        0.000
U14
Category 1        1.000
Category 2        0.000
Category 3        0.000
U15
Category 1        1.000
Category 2        0.000
Category 3        0.000
U16
Category 1        1.000
Category 2        0.000
Category 3        0.000
U17
Category 1        1.000
Category 2        0.000
Category 3        0.000
U18
Category 1        1.000
Category 2        0.000
Category 3        0.000
U19
Category 1        1.000
Category 2        0.000
Category 3        0.000
U20
Category 1        1.000
Category 2        0.000
Category 3        0.000
U21
Category 1        1.000
Category 2        0.000
Category 3        0.000

BIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 3

Variable       Variable
U11            U12
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U11            U13
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U11            U14
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U11            U15
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U11            U16
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U11            U17
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U11            U18
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U11            U19
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U11            U20
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U11            U21
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U12            U13
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U12            U14
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U12            U15
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U12            U16
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U12            U17
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U12            U18
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U12            U19
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U12            U20
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U12            U21
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U13            U14
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U13            U15
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U13            U16
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U13            U17
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U13            U18
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U13            U19
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U13            U20
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U13            U21
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U14            U15
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U14            U16
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U14            U17
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U14            U18
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U14            U19
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U14            U20
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U14            U21
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U15            U16
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U15            U17
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U15            U18
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U15            U19
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U15            U20
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U15            U21
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U16            U17
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U16            U18
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U16            U19
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U16            U20
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U16            U21
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U17            U18
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U17            U19
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U17            U20
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U17            U21
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U18            U19
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U18            U20
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U18            U21
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U19            U20
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U19            U21
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000
U20            U21
Category 1     Category 1        1.000
Category 1     Category 2        0.000
Category 1     Category 3        0.000
Category 2     Category 1        0.000
Category 2     Category 2        0.000
Category 2     Category 3        0.000
Category 3     Category 1        0.000
Category 3     Category 2        0.000
Category 3     Category 3        0.000

TECHNICAL 8 OUTPUT

INITIAL STAGE ITERATIONS

TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.11859863D+04    0.0000000    0.0000000     45.791   146.202    EM
211.007
2 -0.10807722D+04  105.2140988    0.0887144     41.364   143.028    EM
218.608
3 -0.10742292D+04    6.5430615    0.0060541     34.620   169.096    FS
199.284
4 -0.10722829D+04    1.9462379    0.0018118     21.162   173.946    FS
207.892
5 -0.10719145D+04    0.3684515    0.0003436     20.842   174.841    EM
207.317

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.28581488D+04    0.0000000    0.0000000      0.895    74.989    EM
327.117
2 -0.24043152D+04  453.8336123    0.1587859     78.729     8.276    FS
315.995
3 -0.21259882D+04  278.3270104    0.1157614     77.675     9.733    FS
315.591
4 -0.18849366D+04  241.0516701    0.1133834     56.329    61.420    FS
285.251
5 -0.17616756D+04  123.2609994    0.0653927     42.549    79.210    FS
281.241
6 -0.16428299D+04  118.8456978    0.0674617     47.733    75.456    FS
279.811
7 -0.15222724D+04  120.5574072    0.0733840     61.271    62.516    FS
279.213
8 -0.14330825D+04   89.1899479    0.0585900     58.942    65.856    FS
278.202
9 -0.13374156D+04   95.6669135    0.0667560     44.840    79.925    FS
278.235
10 -0.12388465D+04   98.5690995    0.0737012     50.917    75.261    FS
276.823
11 -0.11638445D+04   75.0019433    0.0605418     33.857    96.989    FS
272.154
12 -0.11093003D+04   54.5442320    0.0468656     10.155   141.662    FS
251.183
13 -0.10843402D+04   24.9601568    0.0225008      0.004   208.986    FS
194.009
14 -0.10725610D+04   11.7791812    0.0108630      0.028   209.640    EM
193.332
15 -0.10718038D+04    0.7571296    0.0007059      0.424   209.649    EM
192.928

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19872519D+04    0.0000000    0.0000000     19.909    96.131    EM
286.960
2 -0.13002891D+04  686.9627727    0.3456848     51.254    73.211    EM
278.536
3 -0.12594003D+04   40.8888297    0.0314460     34.984    91.668    FS
276.349
4 -0.11653922D+04   94.0080649    0.0746451     30.870   100.432    FS
271.698
5 -0.11006083D+04   64.7838736    0.0555898     17.558   126.931    FS
258.511
6 -0.10768850D+04   23.7233447    0.0215548      1.656   180.433    FS
220.910
7 -0.10709272D+04    5.9577712    0.0055324      2.951   180.506    EM
219.543
8 -0.10692196D+04    1.7076263    0.0015945      4.584   179.891    EM
218.525
9 -0.10680349D+04    1.1846673    0.0011080      5.931   179.448    EM
217.620
10 -0.10675598D+04    0.4751141    0.0004448      6.808   179.466    EM
216.726

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14425915D+04    0.0000000    0.0000000    102.298    26.500    EM
274.203
2 -0.12831706D+04  159.4209057    0.1105101     75.188    51.241    EM
276.570
3 -0.12033472D+04   79.8233086    0.0622079     48.410    79.198    EM
275.392
4 -0.11415560D+04   61.7912722    0.0513495     29.158   101.065    EM
272.777
5 -0.11050272D+04   36.5288187    0.0319991     18.620   115.465    EM
268.915
6 -0.10878572D+04   17.1699569    0.0155380     13.563   124.960    EM
264.477
7 -0.10805961D+04    7.2610775    0.0066747     11.241   131.649    EM
260.110
8 -0.10774368D+04    3.1592870    0.0029237     10.201   136.664    EM
256.135
9 -0.10758688D+04    1.5680578    0.0014554      9.763   140.616    EM
252.621
10 -0.10749536D+04    0.9151736    0.0008506      9.609   143.861    EM
249.530

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15737446D+04    0.0000000    0.0000000     17.145   110.576    EM
275.279
2 -0.12488555D+04  324.8891448    0.2064434      6.356   118.806    EM
277.837
3 -0.11620907D+04   86.7647474    0.0694754      2.508   124.605    EM
275.888
4 -0.11179604D+04   44.1303600    0.0379750      1.240   129.252    EM
272.508
5 -0.10970426D+04   20.9177700    0.0187107      0.849   133.876    EM
268.274
6 -0.10869492D+04   10.0933815    0.0092005      0.817   138.383    EM
263.801
7 -0.10814804D+04    5.4688065    0.0050313      1.049   142.465    EM
259.486
8 -0.10780611D+04    3.4193357    0.0031617      1.452   146.010    EM
255.538
9 -0.10760187D+04    2.0423538    0.0018945      1.734   149.271    EM
251.996
10 -0.10747231D+04    1.2956371    0.0012041      1.859   152.359    EM
248.782
11 -0.10737361D+04    0.9869925    0.0009184      1.890   155.277    EM
245.833

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14487344D+04    0.0000000    0.0000000      0.006   149.843    EM
253.151
2 -0.12851545D+04  163.5798847    0.1129123      0.461   148.250    FS
254.289
3 -0.12802197D+04    4.9348086    0.0038399      0.000   150.720    FS
252.280
4 -0.11700619D+04  110.1578043    0.0860460      0.000   156.237    EM
246.763
5 -0.11429015D+04   27.1603285    0.0232127      0.000   153.599    EM
249.401
6 -0.11240005D+04   18.9010290    0.0165378      0.000   150.549    EM
252.451
7 -0.11086911D+04   15.3094311    0.0136205      0.000   148.814    EM
254.186
8 -0.10969926D+04   11.6984890    0.0105516      0.000   148.524    EM
254.476
9 -0.10886906D+04    8.3019704    0.0075679      0.000   149.391    EM
253.609
10 -0.10831965D+04    5.4940878    0.0050465      0.000   151.067    EM
251.933
11 -0.10797368D+04    3.4597270    0.0031940      0.000   153.237    EM
249.763
12 -0.10775976D+04    2.1392526    0.0019813      0.000   155.657    EM
247.343
13 -0.10762546D+04    1.3429228    0.0012462      0.000   158.159    EM
244.841
14 -0.10753767D+04    0.8779733    0.0008158      0.000   160.637    EM
242.363

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15922327D+04    0.0000000    0.0000000    352.945    32.666    EM
17.389
2 -0.14144208D+04  177.8119443    0.1116746    331.400    25.001    EM
46.600
3 -0.12006401D+04  213.7806751    0.1511436    267.839     1.988    FS
133.172
4 -0.11894994D+04   11.1407188    0.0092790    267.934     0.000    FS
135.066
5 -0.11645077D+04   24.9917389    0.0210103    176.448     0.000    FS
226.552
6 -0.11150450D+04   49.4626673    0.0424752    189.458     0.000    FS
213.542
7 -0.10877530D+04   27.2920057    0.0244761    184.612     0.000    FS
218.388
8 -0.10760441D+04   11.7088845    0.0107643    184.486     0.000    FS
218.514
9 -0.10729873D+04    3.0568448    0.0028408    193.853     0.000    FS
209.147
10 -0.10723173D+04    0.6699452    0.0006244    205.696     0.000    FS
197.304

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.22521510D+04    0.0000000    0.0000000     72.357    65.286    EM
265.357
2 -0.21809159D+04   71.2350404    0.0316298    124.676     0.012    FS
278.313
3 -0.21502038D+04   30.7121130    0.0140822    127.739     0.000    FS
275.261
4 -0.10845503D+04 1065.6535229    0.4956058    140.501     0.000    EM
262.499
5 -0.10759474D+04    8.6028858    0.0079322    164.804     0.000    FS
238.196
6 -0.10726059D+04    3.3414901    0.0031056    193.909     0.000    FS
209.091
7 -0.10722273D+04    0.3786697    0.0003530    208.008     0.000    FS
194.992

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14263390D+04    0.0000000    0.0000000     42.947   292.305    EM
67.748
2 -0.12323806D+04  193.9584565    0.1359834     18.720   235.256    FS
149.025
3 -0.11559009D+04   76.4796743    0.0620585     38.939   205.778    FS
158.283
4 -0.11274150D+04   28.4859136    0.0246439     21.570   153.919    FS
227.511
5 -0.11073727D+04   20.0422528    0.0177772     25.685   149.831    FS
227.484
6 -0.10957856D+04   11.5871791    0.0104637     34.122   143.725    FS
225.152
7 -0.10870439D+04    8.7416765    0.0079775     60.038   121.250    FS
221.711
8 -0.10815745D+04    5.4693363    0.0050314     59.364   126.379    FS
217.257
9 -0.10770710D+04    4.5035180    0.0041639     65.869   112.400    FS
224.731
10 -0.10744059D+04    2.6651169    0.0024744     67.289   125.280    FS
210.431
11 -0.10725954D+04    1.8105453    0.0016852     77.451   102.827    FS
222.721
12 -0.10711310D+04    1.4643307    0.0013652     83.283   111.711    FS
208.006
13 -0.10709024D+04    0.2286240    0.0002134     84.857   110.663    EM
207.480

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15921599D+04    0.0000000    0.0000000      1.600   264.200    EM
137.201
2 -0.10997414D+04  492.4185720    0.3092771      1.401   282.930    EM
118.669
3 -0.10844827D+04   15.2586741    0.0138748      1.308   291.143    EM
110.549
4 -0.10791374D+04    5.3452971    0.0049289      1.260   295.098    EM
106.643
5 -0.10766569D+04    2.4804584    0.0022986      1.234   297.110    EM
104.656
6 -0.10753353D+04    1.3216186    0.0012275      1.221   298.141    EM
103.638
7 -0.10745785D+04    0.7568677    0.0007038      1.215   298.623    EM
103.161

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15075441D+04    0.0000000    0.0000000    374.513    11.761    EM
16.726
2 -0.11758009D+04  331.7432163    0.2200554    352.342    17.677    EM
32.980
3 -0.11218652D+04   53.9357300    0.0458715    332.038    21.382    EM
49.580
4 -0.10963841D+04   25.4810947    0.0227132    315.471    23.843    EM
63.686
5 -0.10850379D+04   11.3462002    0.0103487    303.554    24.836    EM
74.610
6 -0.10808844D+04    4.1534767    0.0038280    295.588    24.524    EM
82.888
7 -0.10804903D+04    0.3940888    0.0003646    291.242    22.456    EM
89.302

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12545175D+04    0.0000000    0.0000000    148.949    60.021    EM
194.030
2 -0.11308173D+04  123.7001217    0.0986037    158.855    46.450    EM
197.695
3 -0.10990844D+04   31.7329709    0.0280620    163.765    38.249    EM
200.986
4 -0.10871295D+04   11.9549137    0.0108772    166.524    32.594    EM
203.881
5 -0.10802964D+04    6.8330819    0.0062854    168.149    28.717    EM
206.134
6 -0.10760227D+04    4.2737084    0.0039561    169.219    26.091    EM
207.690
7 -0.10734375D+04    2.5851689    0.0024025    170.060    24.319    EM
208.621
8 -0.10719254D+04    1.5121313    0.0014087    170.826    23.123    EM
209.051
9 -0.10710627D+04    0.8626297    0.0008047    171.577    22.314    EM
209.109

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13727844D+04    0.0000000    0.0000000     99.869    52.471    EM
250.660
2 -0.12207447D+04  152.0396795    0.1107528     76.962    62.004    EM
264.033
3 -0.12010868D+04   19.6579395    0.0161032      0.907   153.519    FS
248.574
4 -0.11592865D+04   41.8002911    0.0348021      0.963   146.171    EM
255.866
5 -0.11356304D+04   23.6560473    0.0204057      1.210   142.840    EM
258.950
6 -0.11167447D+04   18.8857498    0.0166302      1.821   141.221    EM
259.958
7 -0.11019526D+04   14.7921106    0.0132457      2.825   140.720    EM
259.454
8 -0.10913234D+04   10.6291629    0.0096458      4.149   141.021    EM
257.830
9 -0.10843196D+04    7.0038117    0.0064177      5.654   141.881    EM
255.465
10 -0.10799799D+04    4.3397589    0.0040023      7.207   143.100    EM
252.693
11 -0.10773531D+04    2.6267125    0.0024322      8.713   144.517    EM
249.770
12 -0.10757412D+04    1.6119308    0.0014962     10.124   146.010    EM
246.866
13 -0.10747118D+04    1.0294073    0.0009569     11.420   147.500    EM
244.080
14 -0.10740203D+04    0.6915297    0.0006435     12.601   148.937    EM
241.462

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17123739D+04    0.0000000    0.0000000     55.253    68.619    EM
279.129
2 -0.15194503D+04  192.9236171    0.1126644      0.018   124.991    FS
277.992
3 -0.10985987D+04  420.8515494    0.2769762      0.005   140.057    EM
262.938
4 -0.10878161D+04   10.7826264    0.0098149      0.002   144.120    EM
258.878
5 -0.10826578D+04    5.1582913    0.0047419      0.001   147.228    EM
255.771
6 -0.10795302D+04    3.1276067    0.0028888      0.001   150.324    EM
252.676
7 -0.10775955D+04    1.9346729    0.0017921      0.000   153.390    EM
249.610
8 -0.10763480D+04    1.2475401    0.0011577      0.000   156.348    EM
246.652
9 -0.10755002D+04    0.8477896    0.0007877      0.000   159.153    EM
243.847

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15793473D+04    0.0000000    0.0000000     94.958    36.142    EM
271.901
2 -0.10911053D+04  488.2419508    0.3091416    107.189    46.770    EM
249.041
3 -0.10786290D+04   12.4763253    0.0114346    108.411    51.824    EM
242.765
4 -0.10759116D+04    2.7173478    0.0025193    108.388    55.360    EM
239.252
5 -0.10745090D+04    1.4026189    0.0013037    108.454    57.974    EM
236.572
6 -0.10737034D+04    0.8056123    0.0007497    108.676    59.942    EM
234.382

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.11848941D+04    0.0000000    0.0000000      9.020   382.372    EM
11.609
2 -0.11229002D+04   61.9938793    0.0523202      9.970   377.058    EM
15.971
3 -0.11030680D+04   19.8322201    0.0176616     10.907   371.750    EM
20.343
4 -0.10945397D+04    8.5282141    0.0077314     11.818   366.704    EM
24.478
5 -0.10891126D+04    5.4271070    0.0049583     12.667   362.067    EM
28.266
6 -0.10852924D+04    3.8202509    0.0035077     13.429   357.899    EM
31.672
7 -0.10824994D+04    2.7929954    0.0025735     14.094   354.203    EM
34.703
8 -0.10804098D+04    2.0895681    0.0019303     14.661   350.952    EM
37.387
9 -0.10788282D+04    1.5815935    0.0014639     15.138   348.101    EM
39.760
10 -0.10776268D+04    1.2014586    0.0011137     15.534   345.604    EM
41.862
11 -0.10767150D+04    0.9117660    0.0008461     15.861   343.411    EM
43.728

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15261793D+04    0.0000000    0.0000000     64.896    61.145    EM
276.959
2 -0.14927701D+04   33.4091608    0.0218907     67.859    56.539    FS
278.602
3 -0.13763870D+04  116.3831568    0.0779646     68.618    56.605    FS
277.777
4 -0.12694178D+04  106.9692098    0.0777174     69.464    57.780    FS
275.756
5 -0.11792777D+04   90.1400313    0.0710090     70.857    62.186    FS
269.956
6 -0.11142759D+04   65.0018510    0.0551201     75.067    75.199    FS
252.734
7 -0.10816755D+04   32.6003695    0.0292570     78.254   116.068    FS
208.678
8 -0.10702977D+04   11.3778606    0.0105187     34.265   199.442    FS
169.293
9 -0.10695412D+04    0.7564412    0.0007068     28.597   190.167    FS
184.236

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15291828D+04    0.0000000    0.0000000    102.804    21.821    EM
278.375
2 -0.15119508D+04   17.2320065    0.0112688    124.791     0.054    FS
278.155
3 -0.13432877D+04  168.6630426    0.1115533    125.263     0.093    EM
277.644
4 -0.12795342D+04   63.7535354    0.0474608    125.626     0.028    EM
277.346
5 -0.12167411D+04   62.7930727    0.0490749    126.525     0.008    EM
276.467
6 -0.11642736D+04   52.4675239    0.0431214    128.184     0.003    EM
274.814
7 -0.11273394D+04   36.9342393    0.0317230    130.773     0.001    EM
272.226
8 -0.11046923D+04   22.6470966    0.0200890    134.179     0.001    EM
268.820
9 -0.10919221D+04   12.7701908    0.0115600    138.074     0.001    EM
264.925
10 -0.10848944D+04    7.0276367    0.0064360    142.117     0.003    EM
260.880
11 -0.10809212D+04    3.9732210    0.0036623    146.063     0.011    EM
256.926
12 -0.10785157D+04    2.4054985    0.0022254    149.756     0.055    EM
253.189
13 -0.10767918D+04    1.7239562    0.0015985    152.992     0.276    EM
249.732
14 -0.10750440D+04    1.7478059    0.0016232    155.580     0.786    EM
246.634
15 -0.10737417D+04    1.3023072    0.0012114    157.907     1.102    EM
243.991
16 -0.10730550D+04    0.6867046    0.0006395    160.102     1.274    EM
241.624

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14429558D+04    0.0000000    0.0000000      0.449   165.791    EM
236.761
2 -0.14364841D+04    6.4716751    0.0044850      0.000   170.219    FS
232.781
3 -0.11707644D+04  265.7197461    0.1849792      0.000   154.041    EM
248.959
4 -0.11462906D+04   24.4737832    0.0209041      0.000   147.575    EM
255.425
5 -0.11262581D+04   20.0325004    0.0174759      0.000   144.839    EM
258.161
6 -0.11099886D+04   16.2694695    0.0144456      0.000   144.097    EM
258.903
7 -0.10976498D+04   12.3388486    0.0111162      0.000   144.738    EM
258.262
8 -0.10890289D+04    8.6208506    0.0078539      0.000   146.366    EM
256.634
9 -0.10834280D+04    5.6009301    0.0051430      0.000   148.637    EM
254.363
10 -0.10799467D+04    3.4812974    0.0032132      0.000   151.262    EM
251.738
11 -0.10777990D+04    2.1476732    0.0019887      0.000   154.025    EM
248.975
12 -0.10764395D+04    1.3595201    0.0012614      0.000   156.784    EM
246.216
13 -0.10755379D+04    0.9016095    0.0008376      0.000   159.457    EM
243.543

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17076459D+04    0.0000000    0.0000000     13.718   129.185    EM
260.097
2 -0.14893297D+04  218.3161850    0.1278463      0.012   129.590    FS
273.398
3 -0.13512939D+04  138.0358378    0.0926832      0.000   124.750    EM
278.249
4 -0.13386900D+04   12.6038678    0.0093273      0.000   124.782    FS
278.218
5 -0.11785209D+04  160.1690729    0.1196461      0.000   126.251    EM
276.749
6 -0.11260536D+04   52.4673531    0.0445197      0.000   129.352    EM
273.648
7 -0.11013397D+04   24.7138542    0.0219473      0.000   133.475    EM
269.525
8 -0.10894917D+04   11.8480375    0.0107578      0.000   137.970    EM
265.030
9 -0.10834484D+04    6.0433391    0.0055469      0.000   142.408    EM
260.592
10 -0.10800894D+04    3.3590079    0.0031003      0.000   146.585    EM
256.415
11 -0.10780534D+04    2.0360050    0.0018850      0.000   150.434    EM
252.566
12 -0.10767240D+04    1.3293853    0.0012331      0.000   153.951    EM
249.049
13 -0.10758032D+04    0.9207377    0.0008551      0.000   157.160    EM
245.840

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.30443027D+04    0.0000000    0.0000000     79.799     4.436    EM
318.765
2 -0.27247622D+04  319.5405592    0.1049635     80.146     4.931    FS
317.923
3 -0.25416755D+04  183.0866699    0.0671936     74.006     7.031    FS
321.964
4 -0.18888267D+04  652.8487970    0.2568576     99.775    16.624    EM
286.602
5 -0.18813978D+04    7.4288907    0.0039331    109.798    13.657    FS
279.545
6 -0.16185369D+04  262.8609370    0.1397158     63.697    60.355    FS
278.949
7 -0.14315180D+04  187.0188881    0.1155481     42.139    82.538    FS
278.323
8 -0.13021071D+04  129.4108840    0.0904012     40.890    85.598    FS
276.513
9 -0.12255882D+04   76.5189195    0.0587655     21.710   103.912    FS
277.378
10 -0.11015263D+04  124.0618799    0.1012264     22.150   112.630    EM
268.220
11 -0.10900424D+04   11.4838927    0.0104254     22.144   116.988    EM
263.868
12 -0.10836722D+04    6.3701919    0.0058440     22.382   120.763    EM
259.854
13 -0.10799749D+04    3.6973409    0.0034119     22.815   124.198    EM
255.988
14 -0.10776873D+04    2.2875772    0.0021182     23.381   127.283    EM
252.336
15 -0.10761658D+04    1.5215318    0.0014118     24.042   130.021    EM
248.937
16 -0.10750874D+04    1.0783470    0.0010020     24.770   132.434    EM
245.795
17 -0.10742848D+04    0.8026595    0.0007466     25.546   134.557    EM
242.897

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 21

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14166301D+04    0.0000000    0.0000000    154.424     1.432    EM
247.144
2 -0.12546798D+04  161.9502566    0.1143208    154.117     1.955    FS
246.929
3 -0.11610085D+04   93.6712911    0.0746575    145.911     0.701    EM
256.388
4 -0.11236918D+04   37.3167171    0.0321416    143.376     0.408    EM
259.217
5 -0.11060631D+04   17.6287342    0.0156882    143.117     0.376    EM
259.506
6 -0.10944564D+04   11.6066250    0.0104936    144.118     0.463    EM
258.419
7 -0.10865719D+04    7.8845072    0.0072040    145.957     0.586    EM
256.457
8 -0.10815359D+04    5.0360827    0.0046348    148.348     0.687    EM
253.965
9 -0.10784217D+04    3.1141423    0.0028794    151.039     0.755    EM
251.205
10 -0.10764894D+04    1.9322706    0.0017918    153.833     0.801    EM
248.366
11 -0.10752503D+04    1.2391842    0.0011511    156.600     0.832    EM
245.568
12 -0.10744153D+04    0.8349319    0.0007765    159.266     0.854    EM
242.880

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 22

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17331739D+04    0.0000000    0.0000000      0.520   123.938    EM
278.543
2 -0.15697489D+04  163.4250840    0.0942924     12.141   116.005    FS
274.853
3 -0.15272142D+04   42.5346538    0.0270965      0.000   124.359    FS
278.641
4 -0.14727417D+04   54.4724857    0.0356679      0.000   126.054    FS
276.946
5 -0.13779882D+04   94.7535573    0.0643382      0.000   129.010    FS
273.990
6 -0.12918828D+04   86.1053794    0.0624863      0.000   136.409    FS
266.591
7 -0.12190606D+04   72.8222058    0.0563691      0.000   152.167    FS
250.833
8 -0.11593485D+04   59.7120815    0.0489820      0.000   177.862    FS
225.138
9 -0.11138937D+04   45.4547703    0.0392072      0.000   201.744    FS
201.256
10 -0.10851778D+04   28.7158872    0.0257797      0.000   206.719    FS
196.281
11 -0.10738571D+04   11.3207011    0.0104321      0.000   202.328    FS
200.672
12 -0.10722626D+04    1.5945819    0.0014849      0.000   205.548    FS
197.452
13 -0.10722030D+04    0.0595754    0.0000556      0.000   210.180    FS
192.820

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 23

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14407033D+04    0.0000000    0.0000000     55.672    94.246    EM
253.082
2 -0.13809349D+04   59.7683907    0.0414856     25.744   121.309    FS
255.947
3 -0.13220771D+04   58.8578184    0.0426217      0.286   135.658    FS
267.056
4 -0.12859183D+04   36.1588099    0.0273500      0.000   150.150    FS
252.850
5 -0.12122889D+04   73.6294058    0.0572582      0.000   176.659    FS
226.341
6 -0.11545891D+04   57.6997711    0.0475957      0.000   203.922    FS
199.078
7 -0.11112912D+04   43.2979542    0.0375007      0.000   212.286    FS
190.714
8 -0.10845085D+04   26.7826206    0.0241005      0.000   203.407    FS
199.593
9 -0.10737710D+04   10.7375311    0.0099008      0.000   199.650    FS
203.350
10 -0.10722382D+04    1.5327574    0.0014275      0.000   205.424    FS
197.576
11 -0.10721983D+04    0.0399283    0.0000372      0.000   210.703    FS
192.297

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 24

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.20810041D+04    0.0000000    0.0000000     14.498   255.091    EM
133.411
2 -0.18605638D+04  220.4402460    0.1059298      9.765   260.942    FS
132.292
3 -0.15346974D+04  325.8663918    0.1751439      4.191   218.538    FS
180.271
4 -0.12824055D+04  252.2919468    0.1643920      3.723   223.533    FS
175.745
5 -0.12216168D+04   60.7887049    0.0474021      0.001   273.807    FS
129.192
6 -0.12027831D+04   18.8337463    0.0154171      0.000   303.616    FS
99.384
7 -0.11515811D+04   51.2019032    0.0425695      0.000   294.082    FS
108.918
8 -0.11200249D+04   31.5562704    0.0274026      0.000   221.287    FS
181.713
9 -0.10965128D+04   23.5120280    0.0209924      0.000   215.828    FS
187.172
10 -0.10832444D+04   13.2684140    0.0121006      0.000   207.335    FS
195.665
11 -0.10763123D+04    6.9320858    0.0063994      0.000   206.599    FS
196.401
12 -0.10733365D+04    2.9758440    0.0027649      0.000   209.304    FS
193.696
13 -0.10724086D+04    0.9279120    0.0008645      0.000   212.269    FS
190.731

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 25

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16075376D+04    0.0000000    0.0000000      3.304   120.991    EM
278.705
2 -0.14960034D+04  111.5342630    0.0693821     15.813   108.562    FS
278.625
3 -0.12279533D+04  268.0500285    0.1791774     63.491    63.178    EM
276.331
4 -0.11676720D+04   60.2812830    0.0490909    134.545     3.403    FS
265.053
5 -0.10812942D+04   86.3778913    0.0739744    141.661     4.129    EM
257.210
6 -0.10776184D+04    3.6757037    0.0033994    145.138     4.888    EM
252.974
7 -0.10762097D+04    1.4087538    0.0013073    147.990     5.662    EM
249.348
8 -0.10752367D+04    0.9730377    0.0009041    150.446     6.453    EM
246.101

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 26

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14899843D+04    0.0000000    0.0000000     56.310    70.583    EM
276.107
2 -0.11995053D+04  290.4789532    0.1949544     38.288    93.355    EM
271.358
3 -0.11426848D+04   56.8204982    0.0473699     23.288   110.094    EM
269.618
4 -0.11115608D+04   31.1240772    0.0272377     14.959   121.015    EM
267.026
5 -0.10939689D+04   17.5918959    0.0158263     10.666   128.547    EM
263.787
6 -0.10845842D+04    9.3846674    0.0085786      8.496   134.296    EM
260.208
7 -0.10796989D+04    4.8853113    0.0045043      7.404   139.005    EM
256.591
8 -0.10770904D+04    2.6085205    0.0024160      6.846   143.024    EM
253.130
9 -0.10755997D+04    1.4906844    0.0013840      6.540   146.551    EM
249.909
10 -0.10746682D+04    0.9314960    0.0008660      6.341   149.715    EM
246.945

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 27

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16394376D+04    0.0000000    0.0000000     14.268   112.529    EM
276.203
2 -0.14506550D+04  188.7826775    0.1151509     26.747   100.067    FS
276.186
3 -0.12978043D+04  152.8506244    0.1053666      0.011   129.439    FS
273.549
4 -0.11013888D+04  196.4155503    0.1513445      0.014   134.583    EM
268.404
5 -0.10899536D+04   11.4352172    0.0103825      0.015   138.511    EM
264.474
6 -0.10826783D+04    7.2753010    0.0066749      0.017   143.330    EM
259.653
7 -0.10791436D+04    3.5347036    0.0032648      0.020   147.978    EM
255.002
8 -0.10772349D+04    1.9086865    0.0017687      0.022   152.139    EM
250.838
9 -0.10760671D+04    1.1677649    0.0010840      0.025   155.814    EM
247.161
10 -0.10752837D+04    0.7833663    0.0007280      0.030   159.070    EM
243.900

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 28

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.18564862D+04    0.0000000    0.0000000    119.123     3.942    EM
279.935
2 -0.18120092D+04   44.4770115    0.0239576    118.154     5.135    FS
279.712
3 -0.12948349D+04  517.1743120    0.2854148    102.855    22.945    EM
277.200
4 -0.11719274D+04  122.9074848    0.0949214     77.453    52.230    EM
273.318
5 -0.11073109D+04   64.6164753    0.0551369     60.246    75.704    EM
267.051
6 -0.10841647D+04   23.1462504    0.0209031     51.212    90.774    EM
261.014
7 -0.10766993D+04    7.4653165    0.0068858     46.672    99.984    EM
256.344
8 -0.10741282D+04    2.5711382    0.0023880     44.422   105.591    EM
252.987
9 -0.10731160D+04    1.0122031    0.0009423     43.351   109.079    EM
250.570
10 -0.10726545D+04    0.4615458    0.0004301     42.899   111.333    EM
248.768

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 29

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.25161429D+04    0.0000000    0.0000000      0.000   111.828    EM
291.172
2 -0.24006599D+04  115.4829744    0.0458968      0.000   112.274    FS
290.726
3 -0.24003161D+04    0.3438248    0.0001432      0.000   111.775    FS
291.225
4 -0.21387722D+04  261.5438636    0.1089623      0.000   112.887    FS
290.113
5 -0.20892269D+04   49.5452975    0.0231653      0.000   118.497    FS
284.503
6 -0.19389718D+04  150.2550986    0.0719190      0.000   121.728    FS
281.272
7 -0.18173675D+04  121.6043550    0.0627159      0.000   123.177    FS
279.823
8 -0.16998772D+04  117.4903189    0.0646486      0.000   123.849    FS
279.151
9 -0.15893691D+04  110.5080306    0.0650094      0.000   124.391    FS
278.609
10 -0.14879359D+04  101.4332006    0.0638198      0.000   125.429    FS
277.571
11 -0.13942201D+04   93.7157809    0.0629837      0.000   128.226    FS
274.774
12 -0.13092594D+04   84.9607838    0.0609379      0.000   136.064    FS
266.936
13 -0.12377131D+04   71.5462809    0.0546464      0.000   155.366    FS
247.634
14 -0.11828752D+04   54.8378597    0.0443058      0.000   186.920    FS
216.080
15 -0.11421403D+04   40.7349416    0.0344372      0.000   206.784    FS
196.216
16 -0.11130411D+04   29.0991638    0.0254777      0.000   200.519    FS
202.481
17 -0.10940141D+04   19.0270431    0.0170946      0.000   193.846    FS
209.154
18 -0.10826724D+04   11.3416311    0.0103670      0.000   193.445    FS
209.555
19 -0.10764616D+04    6.2108158    0.0057366      0.000   197.087    FS
205.913
20 -0.10735007D+04    2.9609239    0.0027506      0.000   203.523    FS
199.477

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 30

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13534359D+04    0.0000000    0.0000000     76.198   154.670    EM
172.132
2 -0.13015607D+04   51.8751765    0.0383285     37.953    87.834    FS
277.212
3 -0.11910714D+04  110.4892414    0.0848898      5.475   120.737    FS
276.789
4 -0.11437166D+04   47.3548403    0.0397582      3.208   126.062    FS
273.729
5 -0.10858717D+04   57.8449085    0.0505763      2.695   136.120    EM
264.185
6 -0.10807263D+04    5.1454427    0.0047385      2.696   141.199    EM
259.105
7 -0.10780006D+04    2.7256172    0.0025220      2.869   145.295    EM
254.836
8 -0.10762680D+04    1.7326400    0.0016073      3.129   148.848    EM
251.024
9 -0.10750733D+04    1.1946917    0.0011100      3.430   151.982    EM
247.587
10 -0.10742053D+04    0.8680536    0.0008074      3.743   154.782    EM
244.475

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 31

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12327189D+04    0.0000000    0.0000000     13.162   164.713    EM
225.125
2 -0.11189521D+04  113.7667726    0.0922893      0.073   226.944    FS
175.983
3 -0.10847344D+04   34.2177118    0.0305801      0.045   247.471    EM
155.484
4 -0.10754168D+04    9.3176335    0.0085898      0.020   256.139    EM
146.842
5 -0.10734515D+04    1.9653072    0.0018275      0.013   259.709    EM
143.278
6 -0.10729420D+04    0.5094838    0.0004746      0.006   260.792    EM
142.201

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 32

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14152132D+04    0.0000000    0.0000000     21.384   277.835    EM
103.781
2 -0.13181504D+04   97.0627916    0.0685853      6.926   136.832    FS
259.242
3 -0.10920882D+04  226.0621839    0.1714995      7.356   160.776    EM
234.869
4 -0.10802881D+04   11.8001467    0.0108051      6.893   167.170    EM
228.937
5 -0.10765267D+04    3.7614022    0.0034819      6.593   168.764    EM
227.643
6 -0.10743911D+04    2.1355215    0.0019837      6.505   169.292    EM
227.202
7 -0.10730741D+04    1.3170696    0.0012259      6.579   169.739    EM
226.682
8 -0.10722560D+04    0.8180353    0.0007623      6.758   170.308    EM
225.934

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 33

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19730751D+04    0.0000000    0.0000000      0.946   377.057    EM
24.997
2 -0.13960132D+04  577.0619213    0.2924683      0.015   328.300    EM
74.685
3 -0.12923800D+04  103.6332445    0.0742351      0.000   253.231    EM
149.769
4 -0.12073160D+04   85.0639414    0.0658196      0.000   195.393    EM
207.607
5 -0.11625598D+04   44.7561674    0.0370708      0.000   167.669    EM
235.331
6 -0.11366679D+04   25.8919040    0.0222715      0.000   156.462    EM
246.538
7 -0.11185475D+04   18.1203980    0.0159417      0.000   151.706    EM
251.294
8 -0.11044418D+04   14.1057050    0.0126107      0.000   149.830    EM
253.170
9 -0.10939353D+04   10.5065119    0.0095130      0.000   149.653    EM
253.347
10 -0.10866335D+04    7.3018153    0.0066748      0.000   150.619    EM
252.381
11 -0.10818738D+04    4.7597341    0.0043803      0.000   152.336    EM
250.664
12 -0.10788985D+04    2.9753229    0.0027502      0.000   154.497    EM
248.503
13 -0.10770571D+04    1.8413243    0.0017067      0.000   156.874    EM
246.126
14 -0.10758923D+04    1.1647864    0.0010815      0.000   159.313    EM
243.687
15 -0.10751219D+04    0.7704512    0.0007161      0.000   161.720    EM
241.280

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 34

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16413242D+04    0.0000000    0.0000000    272.520    41.028    EM
89.451
2 -0.11062844D+04  535.0397660    0.3259805    262.402    63.320    EM
77.278
3 -0.10822985D+04   23.9859154    0.0216815    254.304    74.637    EM
74.059
4 -0.10774718D+04    4.8267688    0.0044597    248.611    80.820    EM
73.569
5 -0.10756388D+04    1.8329235    0.0017011    244.686    84.283    EM
74.031
6 -0.10747232D+04    0.9156404    0.0008513    241.843    86.361    EM
74.796

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 35

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13035219D+04    0.0000000    0.0000000     40.712   144.780    EM
217.508
2 -0.12816294D+04   21.8925115    0.0167949      4.869   130.201    FS
267.930
3 -0.12296305D+04   51.9988516    0.0405725      0.000   132.044    FS
270.956
4 -0.11438348D+04   85.7957052    0.0697736      0.000   165.651    FS
237.349
5 -0.10930858D+04   50.7490284    0.0443674      0.000   183.297    EM
219.703
6 -0.10830298D+04   10.0559922    0.0091996      0.000   187.262    EM
215.738
7 -0.10788931D+04    4.1366556    0.0038195      0.000   187.211    EM
215.789
8 -0.10764014D+04    2.4916940    0.0023095      0.000   186.395    EM
216.605
9 -0.10748384D+04    1.5630263    0.0014521      0.000   185.776    EM
217.224
10 -0.10738849D+04    0.9534991    0.0008871      0.000   185.537    EM
217.463

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 36

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14331908D+04    0.0000000    0.0000000     23.230   107.413    EM
272.356
2 -0.11548219D+04  278.3689413    0.1942302     28.006   103.829    EM
271.165
3 -0.11163505D+04   38.4713604    0.0333137     39.130    94.703    EM
269.166
4 -0.10953093D+04   21.0412011    0.0188482     50.920    86.084    EM
265.996
5 -0.10837258D+04   11.5834617    0.0105755     61.179    79.721    EM
262.100
6 -0.10779553D+04    5.7705422    0.0053247     69.234    75.474    EM
258.292
7 -0.10751397D+04    2.8155529    0.0026119     75.240    72.752    EM
255.008
8 -0.10737362D+04    1.4035790    0.0013055     79.599    71.066    EM
252.334
9 -0.10730106D+04    0.7255243    0.0006757     82.718    70.077    EM
250.205

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 37

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17591878D+04    0.0000000    0.0000000     60.799    66.600    EM
275.601
2 -0.16591463D+04  100.0414627    0.0568680    125.125     1.724    FS
276.151
3 -0.14423377D+04  216.8086365    0.1306748    122.649     5.408    EM
274.943
4 -0.12667608D+04  175.5768165    0.1217307    118.271    12.443    EM
272.286
5 -0.11520395D+04  114.7212959    0.0905627    114.155    20.617    EM
268.228
6 -0.10977532D+04   54.2863159    0.0471219    110.964    28.270    EM
263.766
7 -0.10809834D+04   16.7698599    0.0152765    108.830    34.856    EM
259.314
8 -0.10766669D+04    4.3164522    0.0039931    107.563    40.302    EM
255.136
9 -0.10748045D+04    1.8624411    0.0017298    106.794    44.719    EM
251.487
10 -0.10737656D+04    1.0388922    0.0009666    106.297    48.279    EM
248.424
11 -0.10731488D+04    0.6167359    0.0005744    105.972    51.150    EM
245.877

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 38

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16763636D+04    0.0000000    0.0000000     48.999   319.400    EM
34.601
2 -0.13658151D+04  310.5484677    0.1852513     57.834   317.381    FS
27.785
3 -0.12332236D+04  132.5915271    0.0970787     43.695   348.878    FS
10.427
4 -0.10749288D+04  158.2947614    0.1283585     43.836   347.843    EM
11.321
5 -0.10730229D+04    1.9059186    0.0017731     42.904   348.074    EM
12.022
6 -0.10724222D+04    0.6007109    0.0005598     42.224   348.204    EM
12.573

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 39

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.18288017D+04    0.0000000    0.0000000      2.361   121.542    EM
279.096
2 -0.18067753D+04   22.0264258    0.0120442      0.000   123.974    FS
279.026
3 -0.16386035D+04  168.1718254    0.0930784      0.000   124.586    FS
278.414
4 -0.15109035D+04  127.7000150    0.0779322      0.000   126.706    FS
276.294
5 -0.14964790D+04   14.4244825    0.0095469      0.000   130.496    FS
272.504
6 -0.14013122D+04   95.1667693    0.0635938      0.000   146.471    FS
256.529
7 -0.13289904D+04   72.3218588    0.0516101      0.000   195.106    FS
207.894
8 -0.12920933D+04   36.8970983    0.0277633      0.000   315.901    FS
87.099
9 -0.11054760D+04  186.6173103    0.1444302      0.000   330.399    EM
72.601
10 -0.10866943D+04   18.7816320    0.0169896      0.000   337.377    EM
65.623
11 -0.10806474D+04    6.0468995    0.0055645      0.000   341.017    EM
61.983
12 -0.10779339D+04    2.7134978    0.0025110      0.000   343.012    EM
59.988
13 -0.10764846D+04    1.4493548    0.0013446      0.000   344.130    EM
58.870
14 -0.10756332D+04    0.8514110    0.0007909      0.000   344.741    EM
58.259

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 40

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15488794D+04    0.0000000    0.0000000      0.144   127.030    EM
275.826
2 -0.14369201D+04  111.9592892    0.0722841      0.259   126.929    FS
275.812
3 -0.14318729D+04    5.0472615    0.0035126      0.000   127.264    FS
275.736
4 -0.11834763D+04  248.3965978    0.1734767      0.000   135.807    EM
267.193
5 -0.11474927D+04   35.9835857    0.0304050      0.000   136.043    EM
266.957
6 -0.11247831D+04   22.7096035    0.0197906      0.000   136.629    EM
266.371
7 -0.11071774D+04   17.6057025    0.0156525      0.000   138.209    EM
264.791
8 -0.10948390D+04   12.3383910    0.0111440      0.000   140.618    EM
262.382
9 -0.10869407D+04    7.8982853    0.0072141      0.000   143.573    EM
259.427
10 -0.10821393D+04    4.8013888    0.0044173      0.000   146.797    EM
256.203
11 -0.10792407D+04    2.8985739    0.0026786      0.000   150.075    EM
252.925
12 -0.10774386D+04    1.8021824    0.0016699      0.000   153.271    EM
249.729
13 -0.10762611D+04    1.1774742    0.0010928      0.000   156.311    EM
246.689
14 -0.10754493D+04    0.8118108    0.0007543      0.000   159.167    EM
243.833

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 41

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17177348D+04    0.0000000    0.0000000     41.732    89.744    EM
271.524
2 -0.16016326D+04  116.1022071    0.0675903     20.467   110.028    FS
272.505
3 -0.12078806D+04  393.7519472    0.2458441     33.792    94.776    EM
274.432
4 -0.11554380D+04   52.4426641    0.0434171     53.671    76.006    EM
273.323
5 -0.11137706D+04   41.6673950    0.0360620     73.615    58.980    EM
270.405
6 -0.10901299D+04   23.6406365    0.0212258     88.900    47.971    EM
266.129
7 -0.10800158D+04   10.1141521    0.0092779     99.308    41.983    EM
261.709
8 -0.10760671D+04    3.9487027    0.0036562    106.158    38.904    EM
257.938
9 -0.10744096D+04    1.6574715    0.0015403    110.686    37.381    EM
254.933
10 -0.10736041D+04    0.8055108    0.0007497    113.767    36.695    EM
252.537

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 42

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19701588D+04    0.0000000    0.0000000    131.615     6.545    EM
264.840
2 -0.14838631D+04  486.2956894    0.2468307    131.894     0.000    FS
271.106
3 -0.12136067D+04  270.2564401    0.1821303    133.079     0.000    FS
269.921
4 -0.10948099D+04  118.7968434    0.0978874    136.563     0.000    FS
266.437
5 -0.10808176D+04   13.9922183    0.0127805    155.011     0.000    FS
247.989
6 -0.10735358D+04    7.2818841    0.0067374    184.877     0.000    FS
218.123
7 -0.10723173D+04    1.2184347    0.0011350    204.722     0.000    FS
198.278
8 -0.10722080D+04    0.1093661    0.0001020    209.734     0.000    FS
193.266

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 43

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.11208152D+04    0.0000000    0.0000000      0.168   231.853    EM
170.978
2 -0.11196796D+04    1.1355576    0.0010132      0.000   234.375    FS
168.625
3 -0.10856942D+04   33.9854063    0.0303528      0.000   232.522    EM
170.478
4 -0.10778367D+04    7.8575220    0.0072373      0.000   229.687    EM
173.313
5 -0.10756797D+04    2.1570174    0.0020012      0.000   226.938    EM
176.062
6 -0.10743903D+04    1.2893440    0.0011986      0.000   224.589    EM
178.411
7 -0.10735512D+04    0.8391122    0.0007810      0.000   222.691    EM
180.309

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 44

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13630926D+04    0.0000000    0.0000000     69.893    56.685    EM
276.422
2 -0.10957061D+04  267.3864498    0.1961616     92.002    41.904    EM
269.093
3 -0.10779077D+04   17.7984500    0.0162438    103.106    38.206    EM
261.688
4 -0.10739660D+04    3.9416366    0.0036567    109.104    37.178    EM
256.718
5 -0.10728569D+04    1.1090959    0.0010327    112.499    36.975    EM
253.526
6 -0.10724764D+04    0.3805238    0.0003547    114.519    37.056    EM
251.425

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 45

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.18480143D+04    0.0000000    0.0000000     10.553   219.858    EM
172.589
2 -0.14178545D+04  430.1598124    0.2327687      1.961   156.256    EM
244.783
3 -0.12430823D+04  174.7721747    0.1232652      0.443   142.926    EM
259.631
4 -0.11486634D+04   94.4188822    0.0759555      0.124   140.940    EM
261.937
5 -0.11042671D+04   44.3963240    0.0386504      0.042   141.746    EM
261.212
6 -0.10892750D+04   14.9920298    0.0135765      0.018   143.861    EM
259.121
7 -0.10833365D+04    5.9385400    0.0054518      0.010   146.664    EM
256.327
8 -0.10799410D+04    3.3954604    0.0031343      0.006   149.730    EM
253.264
9 -0.10778565D+04    2.0845582    0.0019303      0.005   152.819    EM
250.176
10 -0.10765224D+04    1.3340914    0.0012377      0.005   155.813    EM
247.182
11 -0.10756226D+04    0.8998188    0.0008359      0.005   158.655    EM
244.340

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 46

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13568644D+04    0.0000000    0.0000000     91.044    56.323    EM
255.632
2 -0.11693114D+04  187.5530864    0.1382254     87.277    44.616    EM
271.108
3 -0.10990861D+04   70.2253070    0.0600570    100.579    33.460    EM
268.960
4 -0.10843068D+04   14.7792617    0.0134469    109.661    28.077    EM
265.262
5 -0.10797663D+04    4.5404867    0.0041875    114.740    26.098    EM
262.162
6 -0.10777830D+04    1.9833097    0.0018368    117.216    25.675    EM
260.109
7 -0.10764606D+04    1.3224159    0.0012270    118.303    25.974    EM
258.723
8 -0.10754118D+04    1.0487955    0.0009743    118.746    26.610    EM
257.644
9 -0.10745676D+04    0.8441713    0.0007850    118.948    27.383    EM
256.669

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 47

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12392829D+04    0.0000000    0.0000000      1.182   306.449    EM
95.369
2 -0.11066089D+04  132.6740634    0.1070571      0.531   281.952    EM
120.517
3 -0.10925257D+04   14.0831246    0.0127264      0.298   264.106    EM
138.596
4 -0.10850667D+04    7.4590378    0.0068273      0.213   251.848    EM
150.938
5 -0.10805723D+04    4.4943736    0.0041420      0.198   243.472    EM
159.329
6 -0.10776120D+04    2.9602708    0.0027395      0.243   237.607    EM
165.150
7 -0.10755565D+04    2.0555322    0.0019075      0.368   233.324    EM
169.308
8 -0.10740834D+04    1.4730771    0.0013696      0.559   230.067    EM
172.374
9 -0.10730662D+04    1.0172454    0.0009471      0.733   227.575    EM
174.693
10 -0.10724465D+04    0.6196464    0.0005775      0.861   225.671    EM
176.468

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 48

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14282969D+04    0.0000000    0.0000000    168.758    10.869    EM
223.373
2 -0.13660037D+04   62.2931046    0.0436136    174.244     0.172    FS
228.584
3 -0.11578740D+04  208.1297217    0.1523639    153.001     0.246    EM
249.753
4 -0.11284578D+04   29.4162475    0.0254054    146.617     0.407    EM
255.976
5 -0.11114697D+04   16.9880725    0.0150542    144.657     0.649    EM
257.694
6 -0.10987147D+04   12.7550031    0.0114758    144.537     0.964    EM
257.498
7 -0.10896854D+04    9.0293039    0.0082181    145.517     1.331    EM
256.152
8 -0.10837496D+04    5.9357683    0.0054472    147.203     1.723    EM
254.074
9 -0.10800374D+04    3.7122271    0.0034254    149.295     2.122    EM
251.583
10 -0.10777478D+04    2.2895921    0.0021199    151.565     2.520    EM
248.915
11 -0.10763047D+04    1.4431395    0.0013390    153.854     2.915    EM
246.231
12 -0.10753513D+04    0.9533294    0.0008857    156.067     3.309    EM
243.624

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 49

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15059146D+04    0.0000000    0.0000000     50.372    90.046    EM
262.582
2 -0.12957034D+04  210.2111794    0.1395904     70.764    69.494    FS
262.742
3 -0.10912926D+04  204.4108426    0.1577605     66.130    86.791    EM
250.079
4 -0.10800669D+04   11.2257170    0.0102866     61.876    97.467    EM
243.657
5 -0.10758983D+04    4.1685875    0.0038596     59.008   104.759    EM
239.233
6 -0.10739416D+04    1.9566234    0.0018186     57.122   110.027    EM
235.851
7 -0.10728836D+04    1.0580626    0.0009852     55.871   113.963    EM
233.166
8 -0.10722624D+04    0.6211384    0.0005789     55.037   116.977    EM
230.986

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 50

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15179219D+04    0.0000000    0.0000000    316.620    20.334    EM
66.045
2 -0.12814691D+04  236.4527714    0.1557740    220.597    34.500    EM
147.903
3 -0.11599678D+04  121.5013353    0.0948141    161.942    42.991    EM
198.067
4 -0.11196525D+04   40.3153178    0.0347555    136.124    49.936    EM
216.940
5 -0.11013517D+04   18.3007713    0.0163450    123.231    56.962    EM
222.807
6 -0.10895576D+04   11.7941312    0.0107088    115.074    63.761    EM
224.165
7 -0.10818258D+04    7.7317903    0.0070963    109.338    69.782    EM
223.880
8 -0.10771199D+04    4.7059056    0.0043500    105.290    74.762    EM
222.948
9 -0.10744428D+04    2.6770497    0.0024854    102.513    78.719    EM
221.769
10 -0.10729760D+04    1.4668516    0.0013652    100.658    81.813    EM
220.529
11 -0.10721707D+04    0.8052377    0.0007505     99.444    84.241    EM
219.315

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 51

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12774344D+04    0.0000000    0.0000000    115.251    23.861    EM
263.888
2 -0.11488975D+04  128.5368740    0.1006211    116.758    20.600    EM
265.642
3 -0.11257622D+04   23.1353190    0.0201370    119.153    18.289    EM
265.558
4 -0.11076921D+04   18.0700833    0.0160514    121.944    16.783    EM
264.272
5 -0.10946534D+04   13.0387454    0.0117711    124.987    15.921    EM
262.093
6 -0.10860488D+04    8.6045910    0.0078606    128.154    15.536    EM
259.309
7 -0.10807480D+04    5.3007534    0.0048808    131.337    15.452    EM
256.210
8 -0.10775275D+04    3.2205134    0.0029799    134.438    15.529    EM
253.033
9 -0.10755588D+04    1.9686691    0.0018270    137.399    15.695    EM
249.906
10 -0.10743122D+04    1.2466600    0.0011591    140.186    15.899    EM
246.915
11 -0.10734612D+04    0.8509601    0.0007921    142.780    16.116    EM
244.104

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 52

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15425050D+04    0.0000000    0.0000000     32.247    97.862    EM
272.891
2 -0.14250762D+04  117.4287368    0.0761286     26.223   103.689    FS
273.089
3 -0.12598181D+04  165.2581160    0.1159644     14.620   112.428    EM
275.953
4 -0.11583856D+04  101.4325211    0.0805136     22.413   106.420    EM
274.167
5 -0.11150814D+04   43.3042282    0.0373833     33.547    98.122    EM
271.331
6 -0.10925175D+04   22.5638476    0.0202352     44.664    91.109    EM
267.227
7 -0.10817992D+04   10.7183701    0.0098107     53.725    86.595    EM
262.679
8 -0.10770271D+04    4.7720439    0.0044112     60.479    84.011    EM
258.510
9 -0.10748463D+04    2.1807841    0.0020248     65.376    82.605    EM
255.020
10 -0.10737635D+04    1.0828589    0.0010075     68.932    81.878    EM
252.190
11 -0.10731677D+04    0.5958225    0.0005549     71.555    81.542    EM
249.902

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 53

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.11998366D+04    0.0000000    0.0000000     58.099   199.092    EM
145.809
2 -0.10783013D+04  121.5353591    0.1012933     55.046   202.738    EM
145.216
3 -0.10719773D+04    6.3239491    0.0058647     53.894   203.301    EM
145.805
4 -0.10711883D+04    0.7890227    0.0007360     53.138   203.184    EM
146.677

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 54

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14149084D+04    0.0000000    0.0000000     77.990   278.016    EM
46.994
2 -0.11934025D+04  221.5059132    0.1565514     90.691   248.691    EM
63.618
3 -0.11367037D+04   56.6987682    0.0475102    103.239   219.274    EM
80.486
4 -0.11146171D+04   22.0866531    0.0194304    114.352   193.031    EM
95.617
5 -0.11016234D+04   12.9936652    0.0116575    123.664   171.154    EM
108.182
6 -0.10921053D+04    9.5180440    0.0086400    131.183   153.713    EM
118.104
7 -0.10852620D+04    6.8433892    0.0062662    137.087   140.201    EM
125.712
8 -0.10804727D+04    4.7892180    0.0044130    141.600   129.925    EM
131.474
9 -0.10771784D+04    3.2942959    0.0030489    144.945   122.204    EM
135.851
10 -0.10749394D+04    2.2390575    0.0020786    147.337   116.448    EM
139.215
11 -0.10734294D+04    1.5100100    0.0014047    148.975   112.175    EM
141.850
12 -0.10724146D+04    1.0147620    0.0009453    150.034   109.010    EM
143.956
13 -0.10717322D+04    0.6824074    0.0006363    150.660   106.665    EM
145.675

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 55

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13299458D+04    0.0000000    0.0000000    315.926    53.584    EM
33.491
2 -0.11835832D+04  146.3626403    0.1100516    278.356    74.188    EM
50.456
3 -0.11563743D+04   27.2089311    0.0229886    239.503    95.096    EM
68.401
4 -0.11317721D+04   24.6021590    0.0212753    206.396   112.896    EM
83.708
5 -0.11139605D+04   17.8115527    0.0157378    181.345   126.457    EM
95.197
6 -0.11022299D+04   11.7306717    0.0105306    163.440   136.172    EM
103.388
7 -0.10941049D+04    8.1249297    0.0073714    150.848   142.843    EM
109.309
8 -0.10881266D+04    5.9783701    0.0054642    141.966   147.219    EM
113.816
9 -0.10836334D+04    4.4932210    0.0041293    135.651   149.912    EM
117.437
10 -0.10802720D+04    3.3613513    0.0031019    131.149   151.396    EM
120.454
11 -0.10778079D+04    2.4641471    0.0022810    127.961   152.029    EM
123.009
12 -0.10760495D+04    1.7583526    0.0016314    125.740   152.083    EM
125.177
13 -0.10748276D+04    1.2219290    0.0011356    124.228   151.763    EM
127.009
14 -0.10739978D+04    0.8297902    0.0007720    123.226   151.222    EM
128.551

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 56

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15044477D+04    0.0000000    0.0000000     50.928   105.589    EM
246.483
2 -0.12390264D+04  265.4212730    0.1764244     54.733    97.788    EM
250.479
3 -0.11429908D+04   96.0355676    0.0775089     59.890    90.729    EM
252.381
4 -0.10962050D+04   46.7858207    0.0409328     64.765    85.798    EM
252.437
5 -0.10816487D+04   14.5562873    0.0132788     69.344    82.476    EM
251.180
6 -0.10776342D+04    4.0145196    0.0037115     73.500    80.309    EM
249.191
7 -0.10757981D+04    1.8360912    0.0017038     77.108    78.930    EM
246.962
8 -0.10746992D+04    1.0989634    0.0010215     80.034    78.133    EM
244.833
9 -0.10739709D+04    0.7282846    0.0006777     82.348    77.767    EM
242.885

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 57

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12672058D+04    0.0000000    0.0000000    215.175    38.317    EM
149.507
2 -0.11100543D+04  157.1514880    0.1240142    195.573    44.074    EM
163.352
3 -0.10988343D+04   11.2200108    0.0101076    180.936    47.332    EM
174.731
4 -0.10931260D+04    5.7082211    0.0051948    169.378    50.036    EM
183.586
5 -0.10867740D+04    6.3520451    0.0058109    160.555    51.694    EM
190.751
6 -0.10827437D+04    4.0303035    0.0037085    153.963    52.853    EM
196.185
7 -0.10789483D+04    3.7954082    0.0035054    149.308    53.294    EM
200.398
8 -0.10769235D+04    2.0248222    0.0018767    146.124    53.414    EM
203.462
9 -0.10750745D+04    1.8489090    0.0017168    144.061    53.143    EM
205.796
10 -0.10740778D+04    0.9967347    0.0009271    142.847    52.690    EM
207.463

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 58

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13449068D+04    0.0000000    0.0000000      1.539   133.333    EM
268.128
2 -0.13404291D+04    4.4776270    0.0033293      0.000   136.094    FS
266.906
3 -0.12254437D+04  114.9853776    0.0857825      0.000   132.888    FS
270.112
4 -0.11564829D+04   68.9608253    0.0562742      0.000   143.896    FS
259.104
5 -0.11069026D+04   49.5802936    0.0428716      0.000   163.420    FS
239.580
6 -0.10814216D+04   25.4809962    0.0230201      0.000   182.997    FS
220.003
7 -0.10732672D+04    8.1544105    0.0075405      0.000   195.270    FS
207.730
8 -0.10722397D+04    1.0274956    0.0009574      0.000   205.709    FS
197.291
9 -0.10721987D+04    0.0409984    0.0000382      0.000   210.983    FS
192.017

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 59

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13838156D+04    0.0000000    0.0000000      1.817   129.041    EM
272.141
2 -0.13053128D+04   78.5027778    0.0567292      0.179   132.447    FS
270.374
3 -0.11707176D+04  134.5951697    0.1031133      0.000   131.008    FS
271.992
4 -0.11220854D+04   48.6321923    0.0415405      0.000   142.788    FS
260.212
5 -0.10862279D+04   35.8575483    0.0319562      0.000   169.035    FS
233.965
6 -0.10747082D+04   11.5197252    0.0106053      0.000   199.147    FS
203.853
7 -0.10724826D+04    2.2255278    0.0020708      0.000   210.369    FS
192.631
8 -0.10722249D+04    0.2577145    0.0002403      0.000   212.166    FS
190.834

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 60

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15585026D+04    0.0000000    0.0000000    126.634     4.773    EM
271.594
2 -0.12473816D+04  311.1210803    0.1996282    113.892    11.820    EM
277.288
3 -0.11556583D+04   91.7233089    0.0735327    105.012    22.972    EM
275.016
4 -0.11111477D+04   44.5105500    0.0385153     96.729    35.333    EM
270.938
5 -0.10897999D+04   21.3477628    0.0192124     90.428    46.689    EM
265.883
6 -0.10802135D+04    9.5864677    0.0087965     86.179    56.012    EM
260.808
7 -0.10759555D+04    4.2579653    0.0039418     83.444    63.225    EM
256.331
8 -0.10739975D+04    1.9579874    0.0018198     81.701    68.653    EM
252.645
9 -0.10730496D+04    0.9479357    0.0008826     80.600    72.695    EM
249.705

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 61

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15473033D+04    0.0000000    0.0000000      1.116   124.729    EM
277.154
2 -0.14026432D+04  144.6600766    0.0934917      0.437   124.440    EM
278.123
3 -0.13918109D+04   10.8322953    0.0077228      0.000   124.577    FS
278.423
4 -0.11744350D+04  217.3759835    0.1561821      0.000   128.194    EM
274.806
5 -0.11164258D+04   58.0091942    0.0493933      0.000   131.555    EM
271.445
6 -0.10952664D+04   21.1593558    0.0189528      0.000   135.655    EM
267.345
7 -0.10863839D+04    8.8824962    0.0081099      0.000   140.051    EM
262.949
8 -0.10817595D+04    4.6244437    0.0042567      0.000   144.343    EM
258.657
9 -0.10790850D+04    2.6744303    0.0024723      0.000   148.355    EM
254.645
10 -0.10774074D+04    1.6775997    0.0015547      0.000   152.043    EM
250.957
11 -0.10762819D+04    1.1255307    0.0010447      0.000   155.412    EM
247.588
12 -0.10754858D+04    0.7960626    0.0007396      0.000   158.489    EM
244.511

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 62

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13939086D+04    0.0000000    0.0000000     39.427    97.605    EM
265.969
2 -0.13908994D+04    3.0092273    0.0021588      7.815   118.343    FS
276.842
3 -0.11693136D+04  221.5858414    0.1593112     11.003   121.296    EM
270.701
4 -0.11269695D+04   42.3440143    0.0362127     15.177   119.943    EM
267.881
5 -0.11033556D+04   23.6139666    0.0209535     19.366   119.246    EM
264.388
6 -0.10900165D+04   13.3391044    0.0120896     22.981   119.496    EM
260.523
7 -0.10826931D+04    7.3233709    0.0067186     25.855   120.541    EM
256.604
8 -0.10786394D+04    4.0537332    0.0037441     28.055   122.124    EM
252.821
9 -0.10763692D+04    2.2701528    0.0021046     29.705   124.039    EM
249.256
10 -0.10751182D+04    1.2510608    0.0011623     30.856   126.150    EM
245.994
11 -0.10740531D+04    1.0650456    0.0009906     31.740   128.148    EM
243.112
12 -0.10732309D+04    0.8222215    0.0007655     32.488   130.114    EM
240.399

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 63

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17190215D+04    0.0000000    0.0000000    132.901     4.271    EM
265.828
2 -0.13429202D+04  376.1012541    0.2187880    139.295     0.000    FS
263.705
3 -0.11737995D+04  169.1207174    0.1259350    134.260     0.000    FS
268.740
4 -0.11457380D+04   28.0614950    0.0239065    140.798     0.000    FS
262.202
5 -0.10935412D+04   52.1968276    0.0455574    161.401     0.000    FS
241.599
6 -0.10754032D+04   18.1379602    0.0165864    186.918     0.000    FS
216.082
7 -0.10724348D+04    2.9684940    0.0027604    202.429     0.000    FS
200.571
8 -0.10722168D+04    0.2179251    0.0002032    209.009     0.000    FS
193.991

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 64

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14278234D+04    0.0000000    0.0000000    108.834    67.484    EM
226.682
2 -0.13502512D+04   77.5722632    0.0543290     49.319   104.807    FS
248.874
3 -0.11149038D+04  235.3473744    0.1742990     41.747   121.408    EM
239.845
4 -0.10959144D+04   18.9893633    0.0170323     33.746   131.254    EM
238.000
5 -0.10852767D+04   10.6377397    0.0097067     28.160   137.400    EM
237.440
6 -0.10790393D+04    6.2373967    0.0057473     24.506   141.696    EM
236.798
7 -0.10754833D+04    3.5560341    0.0032956     22.159   145.036    EM
235.804
8 -0.10735019D+04    1.9813713    0.0018423     20.664   147.833    EM
234.503
9 -0.10723980D+04    1.1039129    0.0010283     19.719   150.277    EM
233.004
10 -0.10717630D+04    0.6350052    0.0005921     19.131   152.464    EM
231.406

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 65

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.36562199D+04    0.0000000    0.0000000      0.001   123.419    EM
279.581
2 -0.32543394D+04  401.8805220    0.1099169      0.000   123.476    FS
279.524
3 -0.28587382D+04  395.6011592    0.1215611      0.000   123.579    FS
279.421
4 -0.24755003D+04  383.2379337    0.1340584      0.004   123.597    FS
279.398
5 -0.21255094D+04  349.9908407    0.1413819      0.065   123.540    FS
279.394
6 -0.18610480D+04  264.4614525    0.1244226      0.157   123.450    FS
279.393
7 -0.17649211D+04   96.1268383    0.0516520      3.162   120.449    FS
279.389
8 -0.12209555D+04  543.9656388    0.3082096      1.254   125.460    EM
276.287
9 -0.11881301D+04   32.8254381    0.0268850      0.000   128.695    FS
274.305
10 -0.11224936D+04   65.6364117    0.0552435      0.000   133.904    FS
269.096
11 -0.10869591D+04   35.5345409    0.0316568      0.000   151.239    FS
251.761
12 -0.10747809D+04   12.1782298    0.0112039      0.000   176.963    FS
226.037
13 -0.10724150D+04    2.3659192    0.0022013      0.000   201.853    FS
201.147
14 -0.10722146D+04    0.2003176    0.0001868      0.000   208.792    FS
194.208

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 66

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12041728D+04    0.0000000    0.0000000      3.532   179.213    EM
220.256
2 -0.11272098D+04   76.9630393    0.0639136      4.034   158.698    EM
240.268
3 -0.10989570D+04   28.2527707    0.0250643      4.948   151.846    EM
246.205
4 -0.10881192D+04   10.8377724    0.0098619      6.376   149.127    EM
247.498
5 -0.10810396D+04    7.0795902    0.0065063      8.218   147.765    EM
247.017
6 -0.10758695D+04    5.1701201    0.0047825     10.023   147.264    EM
245.713
7 -0.10726138D+04    3.2557161    0.0030261     11.333   147.683    EM
243.984
8 -0.10708424D+04    1.7714114    0.0016515     12.098   148.869    EM
242.034
9 -0.10698728D+04    0.9695841    0.0009054     12.506   150.511    EM
239.982

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 67

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.11729750D+04    0.0000000    0.0000000     60.666   315.262    EM
27.072
2 -0.11095425D+04   63.4324261    0.0540782     45.068   323.025    EM
34.907
3 -0.10900523D+04   19.4902403    0.0175660     36.362   325.511    EM
41.127
4 -0.10831306D+04    6.9216603    0.0063498     31.289   325.753    EM
45.957
5 -0.10795068D+04    3.6238968    0.0033458     28.262   325.003    EM
49.735
6 -0.10772560D+04    2.2507916    0.0020850     26.456   323.794    EM
52.750
7 -0.10757289D+04    1.5270242    0.0014175     25.430   322.355    EM
55.216
8 -0.10746331D+04    1.0957993    0.0010187     24.930   320.788    EM
57.283
9 -0.10738139D+04    0.8192810    0.0007624     24.804   319.139    EM
59.057

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 68

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14151894D+04    0.0000000    0.0000000      7.287   349.480    EM
46.233
2 -0.13470609D+04   68.1284702    0.0481409      0.096   371.258    FS
31.646
3 -0.12599883D+04   87.0725737    0.0646389      0.000   156.174    FS
246.826
4 -0.11068766D+04  153.1116992    0.1215183      0.000   155.726    EM
247.274
5 -0.10911931D+04   15.6834806    0.0141691      0.000   155.007    EM
247.993
6 -0.10846052D+04    6.5879588    0.0060374      0.000   155.336    EM
247.664
7 -0.10804956D+04    4.1096168    0.0037890      0.000   156.494    EM
246.506
8 -0.10779302D+04    2.5653099    0.0023742      0.000   158.176    EM
244.824
9 -0.10763477D+04    1.5825541    0.0014681      0.000   160.148    EM
242.852
10 -0.10753537D+04    0.9939675    0.0009235      0.000   162.245    EM
240.755

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 69

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14960894D+04    0.0000000    0.0000000      1.334   380.445    EM
21.221
2 -0.11249730D+04  371.1164103    0.2480576      0.576   371.679    EM
30.745
3 -0.11099611D+04   15.0118779    0.0133442      0.000   402.725    FS
0.275
4 -0.11030021D+04    6.9590308    0.0062696      0.000   402.664    EM
0.336
5 -0.10975818D+04    5.4203498    0.0049142      0.000   402.600    EM
0.400
6 -0.10931535D+04    4.4282603    0.0040346      0.000   402.535    EM
0.465
7 -0.10895222D+04    3.6313171    0.0033219      0.000   402.470    EM
0.530
8 -0.10865468D+04    2.9754035    0.0027309      0.000   402.407    EM
0.593
9 -0.10841179D+04    2.4289139    0.0022354      0.000   402.345    EM
0.655
10 -0.10821464D+04    1.9714308    0.0018185      0.000   402.286    EM
0.714
11 -0.10805576D+04    1.5888161    0.0014682      0.000   402.230    EM
0.770
12 -0.10792872D+04    1.2704054    0.0011757      0.000   402.178    EM
0.822
13 -0.10782798D+04    1.0074456    0.0009334      0.000   402.128    EM
0.872
14 -0.10774875D+04    0.7922842    0.0007348      0.000   402.082    EM
0.918

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 70

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12166292D+04    0.0000000    0.0000000    191.572     6.475    EM
204.953
2 -0.11199320D+04   96.6971541    0.0794796    181.521     2.462    EM
219.016
3 -0.10832231D+04   36.7088875    0.0327778    175.192     1.766    EM
226.042
4 -0.10778471D+04    5.3760474    0.0049630    172.921     1.656    EM
228.423
5 -0.10754874D+04    2.3596121    0.0021892    172.254     1.818    EM
228.928
6 -0.10740382D+04    1.4492237    0.0013475    172.256     2.126    EM
228.618
7 -0.10731194D+04    0.9187919    0.0008555    172.604     2.509    EM
227.887

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 71

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14455413D+04    0.0000000    0.0000000      0.877   126.930    EM
275.193
2 -0.14246441D+04   20.8971789    0.0144563      0.000   127.815    FS
275.185
3 -0.12155231D+04  209.1210764    0.1467883      0.000   128.014    EM
274.986
4 -0.11724822D+04   43.0408619    0.0354093      0.000   129.028    EM
273.972
5 -0.11372459D+04   35.2362924    0.0300527      0.000   130.920    EM
272.080
6 -0.11123173D+04   24.9286241    0.0219202      0.000   133.669    EM
269.331
7 -0.10967481D+04   15.5691769    0.0139971      0.000   137.077    EM
265.923
8 -0.10877129D+04    9.0351974    0.0082382      0.000   140.837    EM
262.163
9 -0.10825628D+04    5.1500722    0.0047348      0.000   144.672    EM
258.328
10 -0.10795454D+04    3.0174333    0.0027873      0.000   148.396    EM
254.604
11 -0.10776797D+04    1.8656721    0.0017282      0.000   151.913    EM
251.087
12 -0.10764538D+04    1.2259133    0.0011375      0.000   155.188    EM
247.812
13 -0.10756023D+04    0.8515294    0.0007911      0.000   158.215    EM
244.785

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 72

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17427312D+04    0.0000000    0.0000000      9.569   121.841    EM
271.590
2 -0.17126383D+04   30.0928624    0.0172676      0.005   131.792    FS
271.203
3 -0.14730135D+04  239.6248180    0.1399156      0.005   132.195    EM
270.800
4 -0.13077801D+04  165.2333580    0.1121737      0.007   134.715    EM
268.278
5 -0.11864314D+04  121.3487598    0.0927899      0.009   138.093    EM
264.898
6 -0.11144809D+04   71.9504366    0.0606444      0.013   141.531    EM
261.456
7 -0.10856643D+04   28.8166480    0.0258566      0.022   145.002    EM
257.976
8 -0.10789686D+04    6.6956619    0.0061673      0.044   148.637    EM
254.319
9 -0.10771432D+04    1.8253669    0.0016918      0.128   152.174    EM
250.698
10 -0.10753975D+04    1.7457671    0.0016207      0.654   155.020    EM
247.326
11 -0.10730556D+04    2.3418684    0.0021777      1.135   157.591    EM
244.275
12 -0.10720668D+04    0.9888449    0.0009215      1.161   160.371    EM
241.469

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 73

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14862524D+04    0.0000000    0.0000000     45.272    81.478    EM
276.250
2 -0.13300889D+04  156.1635497    0.1050720      5.973   129.026    FS
268.001
3 -0.12334674D+04   96.6214931    0.0726429      2.210   157.396    FS
243.394
4 -0.11104248D+04  123.0426078    0.0997534      0.000   197.051    FS
205.949
5 -0.10807136D+04   29.7111233    0.0267565      0.000   197.515    EM
205.485
6 -0.10750252D+04    5.6884649    0.0052636      0.000   196.451    EM
206.549
7 -0.10738798D+04    1.1453922    0.0010655      0.000   195.569    EM
207.431
8 -0.10732308D+04    0.6490405    0.0006044      0.000   195.027    EM
207.973

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 74

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.24935674D+04    0.0000000    0.0000000      0.011    83.564    EM
319.425
2 -0.22963561D+04  197.2112910    0.0790880      0.000    82.736    FS
320.264
3 -0.22663269D+04   30.0292369    0.0130769      0.000    83.733    FS
319.267
4 -0.21429291D+04  123.3978282    0.0544484      0.039   103.245    FS
299.716
5 -0.12718317D+04  871.0974023    0.4064985      0.183   124.816    EM
278.001
6 -0.12333027D+04   38.5289627    0.0302941      0.000   126.969    FS
276.031
7 -0.11502287D+04   83.0740364    0.0673590      0.000   132.240    FS
270.760
8 -0.10992715D+04   50.9571024    0.0443017      0.000   145.462    FS
257.538
9 -0.10779003D+04   21.3712550    0.0194413      0.000   170.091    FS
232.909
10 -0.10728381D+04    5.0621981    0.0046964      0.000   195.453    FS
207.547
11 -0.10722483D+04    0.5897481    0.0005497      0.000   207.252    FS
195.748

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 75

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12390548D+04    0.0000000    0.0000000    136.565   105.132    EM
161.304
2 -0.11653480D+04   73.7067871    0.0594863    256.881     8.270    FS
137.848
3 -0.10788982D+04   86.4498231    0.0741837    258.354     6.358    EM
138.288
4 -0.10746874D+04    4.2107692    0.0039028    258.341     5.269    EM
139.389
5 -0.10737507D+04    0.9367244    0.0008716    257.669     4.624    EM
140.707

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 76

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17435599D+04    0.0000000    0.0000000    122.430   107.690    EM
172.879
2 -0.13773604D+04  366.1995084    0.2100298     59.826    94.316    FS
248.859
3 -0.12704947D+04  106.8657233    0.0775873     16.914   132.766    FS
253.320
4 -0.11806186D+04   89.8761286    0.0707411     24.523   113.936    EM
264.542
5 -0.11230528D+04   57.5657482    0.0487590     36.840   102.120    EM
264.040
6 -0.10975305D+04   25.5222686    0.0227258     48.973    93.017    EM
261.010
7 -0.10846339D+04   12.8966602    0.0117506     59.452    85.986    EM
257.562
8 -0.10781934D+04    6.4404564    0.0059379     67.711    81.023    EM
254.266
9 -0.10750889D+04    3.1044990    0.0028794     73.900    77.693    EM
251.407
10 -0.10735832D+04    1.5057569    0.0014006     78.422    75.517    EM
249.061
11 -0.10728313D+04    0.7518769    0.0007003     81.686    74.125    EM
247.189

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 77

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12719661D+04    0.0000000    0.0000000      5.936   187.695    EM
209.369
2 -0.12270257D+04   44.9403310    0.0353314      0.000   196.957    FS
206.043
3 -0.12031218D+04   23.9039438    0.0194812      0.000   188.299    FS
214.701
4 -0.11316627D+04   71.4591132    0.0593947      0.000   229.022    FS
173.978
5 -0.10890860D+04   42.5766936    0.0376231      0.000   236.713    FS
166.287
6 -0.10745201D+04   14.5659069    0.0133744      0.000   210.062    FS
192.938
7 -0.10722918D+04    2.2283274    0.0020738      0.000   207.677    FS
195.323
8 -0.10722028D+04    0.0889790    0.0000830      0.000   210.734    FS
192.266

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 78

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16515018D+04    0.0000000    0.0000000    161.080    35.757    EM
206.164
2 -0.11405107D+04  510.9911453    0.3094100    145.146    40.343    EM
217.511
3 -0.11164886D+04   24.0220859    0.0210626    133.320    46.911    EM
222.768
4 -0.10981008D+04   18.3878213    0.0164693    122.982    54.707    EM
225.311
5 -0.10858970D+04   12.2037743    0.0111135    114.685    62.141    EM
226.175
6 -0.10789013D+04    6.9956765    0.0064423    108.605    68.248    EM
226.147
7 -0.10753072D+04    3.5940951    0.0033313    104.391    72.825    EM
225.784
8 -0.10735895D+04    1.7177505    0.0015975    101.546    76.065    EM
225.389
9 -0.10728008D+04    0.7887146    0.0007347     99.638    78.273    EM
225.089

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 79

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19595262D+04    0.0000000    0.0000000     89.040    37.027    EM
276.933
2 -0.17400558D+04  219.4703819    0.1120018     38.602    86.570    FS
277.828
3 -0.16063077D+04  133.7481100    0.0768643      0.006   125.181    FS
277.813
4 -0.12988770D+04  307.4306128    0.1913896      0.000   130.283    EM
272.717
5 -0.12987329D+04    0.1441977    0.0001110      0.000   130.574    FS
272.426

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 80

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.21180787D+04    0.0000000    0.0000000    116.880     4.178    EM
281.942
2 -0.20067323D+04  111.3464165    0.0525695    116.612     5.235    FS
281.153
3 -0.12965395D+04  710.1928036    0.3539051    148.125     5.092    EM
249.783
4 -0.10900918D+04  206.4477015    0.1592298    155.647     7.279    EM
240.074
5 -0.10748369D+04   15.2548631    0.0139941    159.647     6.841    EM
236.512
6 -0.10736548D+04    1.1820901    0.0010998    162.986     6.348    EM
233.666
7 -0.10731910D+04    0.4637758    0.0004320    165.862     6.063    EM
231.075

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 81

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15611419D+04    0.0000000    0.0000000    123.344    14.584    EM
265.073
2 -0.15533020D+04    7.8398968    0.0050219    146.330     0.281    FS
256.389
3 -0.14743469D+04   78.9550805    0.0508305    155.465     0.000    FS
247.535
4 -0.14043217D+04   70.0252067    0.0474957    163.406     0.000    FS
239.594
5 -0.13388282D+04   65.4934877    0.0466371    166.976     0.000    FS
236.024
6 -0.12781979D+04   60.6303763    0.0452861    165.257     0.000    FS
237.743
7 -0.12239177D+04   54.2801582    0.0424662    159.909     0.000    FS
243.091
8 -0.11790373D+04   44.8804276    0.0366695    153.452     0.000    FS
249.548
9 -0.11470719D+04   31.9654151    0.0271115    148.268     0.000    FS
254.732
10 -0.11246995D+04   22.3723300    0.0195039    145.890     0.000    FS
257.110
11 -0.11108539D+04   13.8456251    0.0123105    146.655     0.000    FS
256.345
12 -0.11007788D+04   10.0751043    0.0090697    149.644     0.000    FS
253.356
13 -0.10923765D+04    8.4022858    0.0076330    154.401     0.000    FS
248.599
14 -0.10852692D+04    7.1072836    0.0065063    160.949     0.000    FS
242.051
15 -0.10795592D+04    5.7100412    0.0052614    169.682     0.000    FS
233.318
16 -0.10754919D+04    4.0673115    0.0037676    180.974     0.000    FS
222.026
17 -0.10731992D+04    2.2927228    0.0021318    194.207     0.000    FS
208.793
18 -0.10723640D+04    0.8351701    0.0007782    206.035     0.000    FS
196.965

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 82

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15991757D+04    0.0000000    0.0000000      0.007   240.480    EM
162.513
2 -0.15951145D+04    4.0611868    0.0025396      0.000   239.699    FS
163.301
3 -0.13558208D+04  239.2937149    0.1500166      0.000   224.303    FS
178.697
4 -0.12291173D+04  126.7035347    0.0934515      0.000   135.347    FS
267.653
5 -0.11485964D+04   80.5208971    0.0655112      0.000   148.829    FS
254.171
6 -0.11129282D+04   35.6681801    0.0310537      0.000   165.605    FS
237.395
7 -0.10961820D+04   16.7462037    0.0150470      0.000   172.570    FS
230.430
8 -0.10861891D+04    9.9929255    0.0091161      0.000   174.996    FS
228.004
9 -0.10795525D+04    6.6365460    0.0061099      0.000   180.199    FS
222.801
10 -0.10753381D+04    4.2143977    0.0039038      0.000   188.561    FS
214.439
11 -0.10731258D+04    2.2123573    0.0020574      0.000   199.133    FS
203.867
12 -0.10723560D+04    0.7697134    0.0007173      0.000   208.350    FS
194.650

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 83

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.11880297D+04    0.0000000    0.0000000    274.738    41.901    EM
86.361
2 -0.11372727D+04   50.7570329    0.0427237    344.781     0.000    FS
58.219
3 -0.11035386D+04   33.7341296    0.0296623    396.775     0.000    FS
6.225
4 -0.10842543D+04   19.2843112    0.0174750    397.401     0.000    EM
5.599
5 -0.10794595D+04    4.7947624    0.0044222    397.754     0.000    EM
5.246
6 -0.10775226D+04    1.9368755    0.0017943    397.960     0.000    EM
5.040
7 -0.10765414D+04    0.9812145    0.0009106    398.081     0.000    EM
4.919

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 84

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13291632D+04    0.0000000    0.0000000     13.875   121.113    EM
268.012
2 -0.12140431D+04  115.1201334    0.0866110      1.808   129.354    FS
271.838
3 -0.11750050D+04   39.0381064    0.0321555      0.000   151.539    FS
251.461
4 -0.10918663D+04   83.1386498    0.0707560      0.000   157.030    EM
245.970
5 -0.10840223D+04    7.8440292    0.0071841      0.000   158.170    EM
244.830
6 -0.10800517D+04    3.9706070    0.0036628      0.000   159.167    EM
243.833
7 -0.10775763D+04    2.4754151    0.0022919      0.000   160.551    EM
242.449
8 -0.10760538D+04    1.5225259    0.0014129      0.000   162.244    EM
240.756
9 -0.10751071D+04    0.9466559    0.0008797      0.000   164.107    EM
238.893

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 85

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14820950D+04    0.0000000    0.0000000    109.827    15.384    EM
277.789
2 -0.11669684D+04  315.1266565    0.2126224    115.151    16.382    EM
271.467
3 -0.11314690D+04   35.4993299    0.0304201    109.655    23.576    EM
269.769
4 -0.11070701D+04   24.3989189    0.0215639    102.824    32.704    EM
267.472
5 -0.10915486D+04   15.5215174    0.0140204     97.116    41.672    EM
264.212
6 -0.10828753D+04    8.6733254    0.0079459     93.037    49.393    EM
260.570
7 -0.10782416D+04    4.6336335    0.0042790     90.244    55.671    EM
257.085
8 -0.10757398D+04    2.5018396    0.0023203     88.345    60.659    EM
253.996
9 -0.10743370D+04    1.4028084    0.0013040     87.055    64.591    EM
251.354
10 -0.10735117D+04    0.8253220    0.0007682     86.186    67.685    EM
249.129

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 86

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.11918267D+04    0.0000000    0.0000000    138.120    87.165    EM
177.715
2 -0.11442471D+04   47.5796002    0.0399216    199.714    32.812    FS
170.474
3 -0.11268167D+04   17.4304645    0.0152331    174.555    12.434    FS
216.010
4 -0.11029681D+04   23.8485649    0.0211645    168.011     7.991    FS
226.998
5 -0.11004555D+04    2.5126304    0.0022781    162.361     4.668    FS
235.971
6 -0.10763348D+04   24.1206939    0.0219188    162.743     5.907    EM
234.350
7 -0.10746790D+04    1.6557622    0.0015383    163.163     6.418    EM
233.419
8 -0.10738252D+04    0.8537779    0.0007944    163.799     6.724    EM
232.478

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 87

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16517205D+04    0.0000000    0.0000000    113.328    17.922    EM
271.751
2 -0.15871006D+04   64.6198767    0.0391228    132.936     1.323    FS
268.741
3 -0.12550076D+04  332.0930184    0.2092451    130.153     1.945    EM
270.901
4 -0.12158593D+04   39.1482571    0.0311936    127.591     2.899    EM
272.510
5 -0.11782532D+04   37.6061847    0.0309297    125.775     5.234    EM
271.991
6 -0.11429740D+04   35.2791305    0.0299419    123.260     9.231    EM
270.509
7 -0.11149599D+04   28.0141522    0.0245099    121.243    13.588    EM
268.169
8 -0.10968419D+04   18.1179869    0.0162499    121.015    16.753    EM
265.232
9 -0.10864554D+04   10.3864815    0.0094694    122.465    18.462    EM
262.073
10 -0.10806396D+04    5.8158116    0.0053530    124.995    19.065    EM
258.940
11 -0.10772280D+04    3.4115514    0.0031570    128.071    18.995    EM
255.934
12 -0.10750454D+04    2.1826766    0.0020262    131.344    18.575    EM
253.081
13 -0.10735009D+04    1.5444614    0.0014366    134.622    18.010    EM
250.367
14 -0.10722994D+04    1.2015083    0.0011192    137.822    17.419    EM
247.759
15 -0.10713081D+04    0.9913068    0.0009245    140.911    16.867    EM
245.222

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 88

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12097046D+04    0.0000000    0.0000000    139.113    14.928    EM
248.959
2 -0.11045803D+04  105.1243735    0.0869009    152.941    11.408    EM
238.651
3 -0.10830960D+04   21.4842754    0.0194502    156.553     9.300    EM
237.147
4 -0.10781308D+04    4.9652079    0.0045843    158.296     8.001    EM
236.703
5 -0.10759877D+04    2.1430327    0.0019877    159.787     7.256    EM
235.957
6 -0.10750772D+04    0.9105466    0.0008462    161.498     6.634    EM
234.868

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 89

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13916038D+04    0.0000000    0.0000000     74.857    86.012    EM
242.131
2 -0.13350197D+04   56.5840656    0.0406610     34.564   106.169    FS
262.268
3 -0.11465537D+04  188.4659477    0.1411709     47.460   111.191    EM
244.348
4 -0.10999701D+04   46.5836678    0.0406293     55.387   105.306    EM
242.308
5 -0.10863133D+04   13.6567782    0.0124156     61.329    98.848    EM
242.823
6 -0.10809849D+04    5.3284423    0.0049051     66.242    93.748    EM
243.011
7 -0.10777797D+04    3.2051279    0.0029650     70.272    90.077    EM
242.651
8 -0.10757719D+04    2.0078470    0.0018629     73.499    87.549    EM
241.952
9 -0.10745272D+04    1.2447155    0.0011570     76.023    85.875    EM
241.102
10 -0.10737549D+04    0.7723069    0.0007187     77.957    84.825    EM
240.218

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 90

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15458443D+04    0.0000000    0.0000000    110.368    22.868    EM
269.765
2 -0.15058449D+04   39.9993830    0.0258754    118.350    10.497    FS
274.153
3 -0.13610702D+04  144.7747102    0.0961418     60.218    94.164    FS
248.617
4 -0.11216476D+04  239.4225830    0.1759076     39.182   119.409    EM
244.409
5 -0.10942421D+04   27.4054627    0.0244332     28.564   129.892    EM
244.543
6 -0.10831308D+04   11.1112972    0.0101543     23.837   133.626    EM
245.537
7 -0.10774742D+04    5.6566352    0.0052225     21.714   134.411    EM
246.875
8 -0.10745992D+04    2.8749803    0.0026683     20.893   134.390    EM
247.717
9 -0.10732302D+04    1.3689708    0.0012739     20.676   134.367    EM
247.957
10 -0.10726378D+04    0.5924753    0.0005520     20.706   134.553    EM
247.741

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 91

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14638065D+04    0.0000000    0.0000000     29.565    97.605    EM
275.829
2 -0.12495268D+04  214.2796525    0.1463852     35.449    91.927    FS
275.624
3 -0.11287999D+04  120.7269148    0.0966181     36.194    95.342    EM
271.464
4 -0.10849839D+04   43.8160442    0.0388165      1.074   145.991    FS
255.935
5 -0.10773957D+04    7.5881285    0.0069938      1.048   151.008    EM
250.944
6 -0.10761928D+04    1.2029259    0.0011165      1.056   154.545    EM
247.398
7 -0.10753712D+04    0.8215725    0.0007634      1.091   157.609    EM
244.300

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 92

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.18853526D+04    0.0000000    0.0000000    335.480    16.708    EM
50.812
2 -0.13868519D+04  498.5007405    0.2644072     62.084    79.593    FS
261.323
3 -0.11683998D+04  218.4521279    0.1575166     44.025   108.578    EM
250.397
4 -0.11242373D+04   44.1625001    0.0377974     27.389   129.145    EM
246.465
5 -0.10991061D+04   25.1311637    0.0223540     17.443   141.110    EM
244.447
6 -0.10861836D+04   12.9225141    0.0117573     12.077   147.885    EM
243.039
7 -0.10796927D+04    6.4909382    0.0059759      9.211   152.160    EM
241.629
8 -0.10763936D+04    3.2990198    0.0030555      7.657   155.289    EM
240.054
9 -0.10746551D+04    1.7385055    0.0016151      6.799   157.846    EM
238.355
10 -0.10736841D+04    0.9710748    0.0009036      6.307   160.080    EM
236.613

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 93

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16093131D+04    0.0000000    0.0000000     44.071    86.720    EM
272.209
2 -0.11929625D+04  416.3506212    0.2587132     20.586   114.231    EM
268.182
3 -0.11455919D+04   47.3705953    0.0397084      8.449   127.928    EM
266.623
4 -0.11171304D+04   28.4614553    0.0248443      3.700   134.267    EM
265.033
5 -0.10996923D+04   17.4381713    0.0156098      1.922   138.160    EM
262.918
6 -0.10891640D+04   10.5283032    0.0095739      1.292   141.488    EM
260.219
7 -0.10828481D+04    6.3158825    0.0057988      1.194   144.642    EM
257.164
8 -0.10793583D+04    3.4897607    0.0032228      1.230   147.751    EM
254.019
9 -0.10770650D+04    2.2932889    0.0021247      1.373   150.711    EM
250.917
10 -0.10750032D+04    2.0618237    0.0019143      1.675   153.347    EM
247.979
11 -0.10739782D+04    1.0250354    0.0009535      1.797   155.911    EM
245.292
12 -0.10732392D+04    0.7389290    0.0006880      1.837   158.391    EM
242.772

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 94

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14859588D+04    0.0000000    0.0000000     18.308   110.336    EM
274.356
2 -0.14118816D+04   74.0771696    0.0498514     19.119   110.242    FS
273.639
3 -0.13458235D+04   66.0580542    0.0467872     29.559    99.980    FS
273.460
4 -0.12362521D+04  109.5714396    0.0814159     40.597    97.236    FS
265.167
5 -0.11662489D+04   70.0032446    0.0566254     49.150   100.970    FS
252.880
6 -0.11206815D+04   45.5673939    0.0390718     82.627    91.454    FS
228.919
7 -0.10995760D+04   21.1054418    0.0188327    136.149    52.553    FS
214.298
8 -0.10868935D+04   12.6825230    0.0115340    129.325    50.869    FS
222.807
9 -0.10786457D+04    8.2478464    0.0075885    131.253    58.212    FS
213.535
10 -0.10739664D+04    4.6792655    0.0043381    115.166    74.795    FS
213.039
11 -0.10712803D+04    2.6860827    0.0025011    117.696    83.042    FS
202.262
12 -0.10703193D+04    0.9610547    0.0008971    101.253   104.304    FS
197.443

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 95

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14042895D+04    0.0000000    0.0000000     92.818    37.953    EM
272.229
2 -0.11860208D+04  218.2686823    0.1554300     14.273   156.140    FS
232.587
3 -0.11088684D+04   77.1523712    0.0650514      0.000   174.828    FS
228.172
4 -0.10841555D+04   24.7129582    0.0222866      0.000   218.761    FS
184.239
5 -0.10747994D+04    9.3560366    0.0086298      0.000   225.751    FS
177.249
6 -0.10726930D+04    2.1064952    0.0019599      0.000   217.072    FS
185.928
7 -0.10722691D+04    0.4238009    0.0003951      0.000   214.068    FS
188.932

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 96

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12786611D+04    0.0000000    0.0000000     39.587   130.488    EM
232.925
2 -0.11383632D+04  140.2978537    0.1097225     35.193   127.460    EM
240.347
3 -0.11147866D+04   23.5765902    0.0207110     32.619   125.061    EM
245.320
4 -0.11012826D+04   13.5040313    0.0121136     30.971   124.063    EM
247.966
5 -0.10914262D+04    9.8563592    0.0089499     29.954   124.157    EM
248.889
6 -0.10844533D+04    6.9728951    0.0063888     29.423   125.009    EM
248.568
7 -0.10797403D+04    4.7130016    0.0043460     29.263   126.339    EM
247.398
8 -0.10766568D+04    3.0835804    0.0028559     29.362   127.940    EM
245.698
9 -0.10746755D+04    1.9812659    0.0018402     29.621   129.679    EM
243.700
10 -0.10734064D+04    1.2690798    0.0011809     29.960   131.475    EM
241.565
11 -0.10725802D+04    0.8262487    0.0007697     30.323   133.282    EM
239.395

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 97

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17280091D+04    0.0000000    0.0000000     41.591    82.219    EM
279.190
2 -0.12021360D+04  525.8730973    0.3043231      7.460   118.708    EM
276.832
3 -0.11611605D+04   40.9755145    0.0340856      0.002   126.373    FS
276.625
4 -0.11066168D+04   54.5437160    0.0469735      0.002   131.489    EM
271.509
5 -0.10932308D+04   13.3860071    0.0120963      0.002   135.957    EM
267.041
6 -0.10846266D+04    8.6041963    0.0078704      0.002   140.995    EM
262.003
7 -0.10802574D+04    4.3692260    0.0040283      0.002   145.883    EM
257.115
8 -0.10779318D+04    2.3255087    0.0021527      0.002   150.272    EM
252.726
9 -0.10765390D+04    1.3928204    0.0012921      0.002   154.147    EM
248.851
10 -0.10756230D+04    0.9160210    0.0008509      0.002   157.575    EM
245.423

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 98

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14891237D+04    0.0000000    0.0000000     14.063   117.988    EM
270.949
2 -0.14649125D+04   24.2112099    0.0162587      5.723   123.861    FS
273.416
3 -0.13645150D+04  100.3974731    0.0685348      0.158   138.468    FS
264.373
4 -0.12921287D+04   72.3862510    0.0530491      0.000   160.759    FS
242.241
5 -0.12240970D+04   68.0317311    0.0526509      0.000   194.436    FS
208.564
6 -0.11671145D+04   56.9825384    0.0465507      0.000   224.709    FS
178.291
7 -0.11208628D+04   46.2516627    0.0396291      0.000   228.003    FS
174.997
8 -0.10898872D+04   30.9755733    0.0276355      0.000   210.776    FS
192.224
9 -0.10752706D+04   14.6166295    0.0134111      0.000   201.682    FS
201.318
10 -0.10723433D+04    2.9272600    0.0027223      0.000   204.184    FS
198.816
11 -0.10722041D+04    0.1392832    0.0001299      0.000   209.726    FS
193.274

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 99

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.18076499D+04    0.0000000    0.0000000      7.962   189.775    EM
205.263
2 -0.14638380D+04  343.8118570    0.1901983      1.817   147.771    EM
253.412
3 -0.12939313D+04  169.9067104    0.1160693      0.406   139.939    EM
262.655
4 -0.11791910D+04  114.7403004    0.0886757      0.125   138.944    EM
263.931
5 -0.11157312D+04   63.4597947    0.0538164      0.047   139.986    EM
262.967
6 -0.10919356D+04   23.7955659    0.0213273      0.021   142.205    EM
260.774
7 -0.10842755D+04    7.6601392    0.0070152      0.012   145.158    EM
257.830
8 -0.10805116D+04    3.7639231    0.0034714      0.008   148.402    EM
254.590
9 -0.10782387D+04    2.2729102    0.0021036      0.006   151.655    EM
251.340
10 -0.10767924D+04    1.4462609    0.0013413      0.005   154.785    EM
248.210
11 -0.10758210D+04    0.9714081    0.0009021      0.005   157.740    EM
245.255

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 100

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.18670933D+04    0.0000000    0.0000000      1.659   121.759    EM
279.581
2 -0.17332800D+04  133.8133227    0.0716693      1.487   122.103    FS
279.410
3 -0.15401051D+04  193.1748944    0.1114505      0.000   123.736    FS
279.264
4 -0.12497283D+04  290.3767921    0.1885435      0.000   124.734    EM
278.266
5 -0.12379011D+04   11.8272225    0.0094638      0.000   128.232    FS
274.768
6 -0.11472009D+04   90.7001462    0.0732693      0.000   135.364    FS
267.636
7 -0.10921475D+04   55.0534361    0.0479894      0.000   152.566    FS
250.434
8 -0.10744528D+04   17.6946939    0.0162017      0.000   181.510    FS
221.490
9 -0.10723225D+04    2.1302801    0.0019827      0.000   203.690    FS
199.310
10 -0.10722068D+04    0.1157331    0.0001079      0.000   209.429    FS
193.571

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 101

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13308374D+04    0.0000000    0.0000000     38.918    95.081    EM
269.001
2 -0.12680440D+04   62.7933410    0.0471833     25.528   103.473    FS
273.998
3 -0.10977121D+04  170.3319243    0.1343265     17.535   127.490    EM
257.975
4 -0.10834227D+04   14.2894134    0.0130175     12.320   137.551    EM
253.129
5 -0.10786253D+04    4.7974151    0.0044280      9.482   143.705    EM
249.813
6 -0.10756902D+04    2.9350744    0.0027211      8.195   147.992    EM
246.813
7 -0.10746233D+04    1.0668576    0.0009918      7.506   151.501    EM
243.993
8 -0.10734919D+04    1.1313987    0.0010528      7.294   154.353    EM
241.353
9 -0.10729510D+04    0.5409776    0.0005039      7.264   156.855    EM
238.880

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 102

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.18896205D+04    0.0000000    0.0000000     36.966   146.993    EM
219.040
2 -0.18802727D+04    9.3477904    0.0049469      0.026   241.124    FS
161.850
3 -0.16271935D+04  253.0792459    0.1345971      0.000   270.687    FS
132.313
4 -0.11038652D+04  523.3283031    0.3216141      0.000   244.687    EM
158.313
5 -0.10911504D+04   12.7147936    0.0115184      0.000   228.215    EM
174.785
6 -0.10842550D+04    6.8954447    0.0063194      0.000   218.120    EM
184.880
7 -0.10799234D+04    4.3315237    0.0039949      0.000   211.834    EM
191.166
8 -0.10770718D+04    2.8516424    0.0026406      0.000   207.806    EM
195.194
9 -0.10752069D+04    1.8649118    0.0017315      0.000   205.170    EM
197.830
10 -0.10740200D+04    1.1868392    0.0011038      0.000   203.440    EM
199.560
11 -0.10732878D+04    0.7322127    0.0006817      0.000   202.322    EM
200.678

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 103

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15273934D+04    0.0000000    0.0000000     62.469    87.056    EM
253.475
2 -0.13842866D+04  143.1067282    0.0936934     43.972    82.962    FS
276.066
3 -0.11578827D+04  226.4039358    0.1635528     52.552    79.867    EM
270.581
4 -0.11164098D+04   41.4729279    0.0358179     66.323    67.859    EM
268.818
5 -0.10938786D+04   22.5311915    0.0201818     79.667    57.397    EM
265.936
6 -0.10825970D+04   11.2815814    0.0103134     90.018    50.639    EM
262.343
7 -0.10774874D+04    5.1095937    0.0047198     97.127    46.851    EM
259.022
8 -0.10751819D+04    2.3055188    0.0021397    101.645    44.972    EM
256.382
9 -0.10740724D+04    1.1095232    0.0010319    104.372    44.236    EM
254.392
10 -0.10734752D+04    0.5972001    0.0005560    105.961    44.152    EM
252.887

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 104

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16873286D+04    0.0000000    0.0000000      7.756   126.245    EM
268.998
2 -0.14923559D+04  194.9726539    0.1155511     10.669   123.244    FS
269.087
3 -0.14530922D+04   39.2637267    0.0263099      0.002   131.202    FS
271.796
4 -0.11988719D+04  254.2202828    0.1749512      0.002   125.374    EM
277.624
5 -0.11141468D+04   84.7251401    0.0706707      0.003   129.314    EM
273.683
6 -0.10933807D+04   20.7660665    0.0186385      0.004   134.473    EM
268.524
7 -0.10851268D+04    8.2539121    0.0075490      0.005   139.618    EM
263.376
8 -0.10810038D+04    4.1230159    0.0037996      0.007   144.359    EM
258.634
9 -0.10786213D+04    2.3825302    0.0022040      0.008   148.626    EM
254.366
10 -0.10771044D+04    1.5168764    0.0014063      0.010   152.450    EM
250.541
11 -0.10760711D+04    1.0332917    0.0009593      0.011   155.886    EM
247.103
12 -0.10753316D+04    0.7395075    0.0006872      0.013   158.989    EM
243.998

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 105

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.11917514D+04    0.0000000    0.0000000      2.736   388.043    EM
12.221
2 -0.10771565D+04  114.5948700    0.0961567      2.654   388.455    EM
11.891
3 -0.10750630D+04    2.0934874    0.0019435      2.612   388.628    EM
11.759
4 -0.10748623D+04    0.2007235    0.0001867      2.593   388.669    EM
11.738

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 106

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.18580442D+04    0.0000000    0.0000000     57.679    72.679    EM
272.642
2 -0.15966844D+04  261.3598123    0.1406639     53.563    76.647    FS
272.791
3 -0.15028829D+04   93.8014771    0.0587477     13.817   113.239    FS
275.944
4 -0.10968825D+04  406.0003444    0.2701477     15.259   119.186    EM
268.554
5 -0.10822064D+04   14.6761575    0.0133799      1.611   153.547    FS
247.842
6 -0.10745071D+04    7.6993075    0.0071145      1.857   159.486    EM
241.657
7 -0.10732213D+04    1.2857802    0.0011966      2.494   161.945    EM
238.561
8 -0.10712469D+04    1.9743914    0.0018397      3.546   163.222    EM
236.232
9 -0.10696755D+04    1.5714441    0.0014669      4.384   164.436    EM
234.180
10 -0.10689996D+04    0.6758953    0.0006319      4.921   165.859    EM
232.220

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 107

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15391826D+04    0.0000000    0.0000000      2.457   374.335    EM
26.209
2 -0.11859456D+04  353.2370179    0.2294965      1.406   350.026    EM
51.568
3 -0.11311347D+04   54.8109587    0.0462171      0.926   324.021    EM
78.053
4 -0.11036049D+04   27.5297593    0.0243382      0.746   301.863    EM
100.392
5 -0.10901200D+04   13.4849504    0.0122190      0.717   285.142    EM
117.141
6 -0.10831880D+04    6.9319655    0.0063589      0.784   273.161    EM
129.055
7 -0.10791988D+04    3.9891618    0.0036828      0.916   264.637    EM
137.447
8 -0.10766589D+04    2.5399178    0.0023535      1.081   258.474    EM
143.444
9 -0.10749943D+04    1.6645600    0.0015460      1.279   253.876    EM
147.846
10 -0.10739056D+04    1.0887516    0.0010128      1.523   250.286    EM
151.192
11 -0.10731116D+04    0.7939880    0.0007393      1.772   247.384    EM
153.844

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 108

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15480863D+04    0.0000000    0.0000000      0.000   145.526    EM
257.474
2 -0.13985708D+04  149.5154853    0.0965808      0.000   146.062    FS
256.938
3 -0.13929936D+04    5.5771688    0.0039878      0.000   146.063    FS
256.937
4 -0.12233690D+04  169.6246478    0.1217699      0.000   147.422    EM
255.578
5 -0.11560910D+04   67.2779928    0.0549940      0.000   144.573    EM
258.427
6 -0.11258882D+04   30.2028015    0.0261249      0.000   142.857    EM
260.143
7 -0.11088316D+04   17.0565235    0.0151494      0.000   142.701    EM
260.299
8 -0.10966682D+04   12.1634650    0.0109696      0.000   143.779    EM
259.221
9 -0.10883281D+04    8.3401161    0.0076050      0.000   145.735    EM
257.265
10 -0.10829893D+04    5.3387309    0.0049054      0.000   148.243    EM
254.757
11 -0.10796963D+04    3.2930177    0.0030407      0.000   151.031    EM
251.969
12 -0.10776630D+04    2.0333615    0.0018833      0.000   153.900    EM
249.100
13 -0.10763661D+04    1.2968957    0.0012034      0.000   156.727    EM
246.273
14 -0.10754970D+04    0.8690835    0.0008074      0.000   159.442    EM
243.558

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 109

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.23518217D+04    0.0000000    0.0000000    178.622     3.096    EM
221.281
2 -0.20574770D+04  294.3447271    0.1251561    162.145     0.412    FS
240.443
3 -0.14822336D+04  575.2433848    0.2795868    123.745     1.687    EM
277.568
4 -0.14121539D+04   70.0796636    0.0472798    118.727     6.452    EM
277.821
5 -0.13362462D+04   75.9077005    0.0537531    114.071    12.410    EM
276.519
6 -0.12662914D+04   69.9548356    0.0523518    110.766    18.124    EM
274.110
7 -0.11985299D+04   67.7614541    0.0535117    106.120    24.778    EM
272.102
8 -0.11480278D+04   50.5021687    0.0421368    103.856    31.450    EM
267.694
9 -0.11147349D+04   33.2929174    0.0290001    102.227    37.765    EM
263.008
10 -0.10946327D+04   20.1021883    0.0180332    100.320    43.997    EM
258.684
11 -0.10844527D+04   10.1799581    0.0092999     99.459    48.725    EM
254.816
12 -0.10794782D+04    4.9745190    0.0045871     99.439    52.028    EM
251.533
13 -0.10768762D+04    2.6020008    0.0024104     99.820    54.361    EM
248.818
14 -0.10753799D+04    1.4963294    0.0013895    100.343    56.081    EM
246.576
15 -0.10744404D+04    0.9394170    0.0008736    100.879    57.414    EM
244.707

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 110

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.23872547D+04    0.0000000    0.0000000    118.180    14.289    EM
270.531
2 -0.20260632D+04  361.1914843    0.1512999    112.549    22.453    FS
267.998
3 -0.16885048D+04  337.5583862    0.1666080    112.264    22.269    FS
268.467
4 -0.14055342D+04  282.9706249    0.1675865     91.361    40.446    FS
271.193
5 -0.11239800D+04  281.5541409    0.2003182     79.154    53.579    EM
270.266
6 -0.11003364D+04   23.6436689    0.0210357     70.530    65.509    EM
266.961
7 -0.10874371D+04   12.8992838    0.0117230     64.444    75.577    EM
262.979
8 -0.10804142D+04    7.0228387    0.0064582     60.395    83.535    EM
259.070
9 -0.10766936D+04    3.7206521    0.0034437     57.864    89.498    EM
255.638
10 -0.10747039D+04    1.9897143    0.0018480     56.398    93.806    EM
252.796
11 -0.10736431D+04    1.0608307    0.0009871     55.646    96.852    EM
250.501
12 -0.10730538D+04    0.5892711    0.0005489     55.353    98.959    EM
248.689

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 111

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12503373D+04    0.0000000    0.0000000      5.855   156.527    EM
240.618
2 -0.12229663D+04   27.3709762    0.0218909      0.000   184.425    FS
218.574
3 -0.11504899D+04   72.4764426    0.0592628      0.000   160.767    EM
242.232
4 -0.11280732D+04   22.4166673    0.0194845      0.000   152.510    EM
250.490
5 -0.11117249D+04   16.3483320    0.0144923      0.000   149.409    EM
253.591
6 -0.10992233D+04   12.5016419    0.0112453      0.000   148.617    EM
254.383
7 -0.10902239D+04    8.9993176    0.0081870      0.000   149.212    EM
253.788
8 -0.10841849D+04    6.0390048    0.0055392      0.001   150.720    EM
252.280
9 -0.10803492D+04    3.8357590    0.0035379      0.001   152.792    EM
250.207
10 -0.10779747D+04    2.3744502    0.0021979      0.001   155.165    EM
247.834
11 -0.10764931D+04    1.4815833    0.0013744      0.001   157.653    EM
245.347
12 -0.10755348D+04    0.9583203    0.0008902      0.001   160.136    EM
242.863

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 112

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12120176D+04    0.0000000    0.0000000     22.041   344.298    EM
36.661
2 -0.11380445D+04   73.9730784    0.0610330      8.570   315.053    FS
79.377
3 -0.10744819D+04   63.5625475    0.0558524      8.861   311.519    EM
82.620
4 -0.10730563D+04    1.4256645    0.0013268      9.500   308.176    EM
85.324
5 -0.10721111D+04    0.9451192    0.0008808     10.051   305.296    EM
87.654

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 113

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.20814418D+04    0.0000000    0.0000000     85.282    42.530    EM
275.188
2 -0.17016924D+04  379.7493612    0.1824453     88.004    40.653    FS
274.343
3 -0.13789226D+04  322.7698444    0.1896758     94.025    35.884    FS
273.091
4 -0.13403009D+04   38.6217103    0.0280086     97.964    38.586    FS
266.450
5 -0.10938528D+04  246.4481210    0.1838752     99.099    39.062    EM
264.839
6 -0.10816243D+04   12.2284445    0.0111792    101.110    40.725    EM
261.165
7 -0.10782288D+04    3.3954791    0.0031392    102.502    42.668    EM
257.830
8 -0.10765196D+04    1.7092534    0.0015852    103.264    44.548    EM
255.188
9 -0.10754177D+04    1.1018995    0.0010236    103.735    46.251    EM
253.013
10 -0.10746685D+04    0.7492139    0.0006967    104.117    47.755    EM
251.128

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 114

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13312119D+04    0.0000000    0.0000000    136.710    23.739    EM
242.551
2 -0.11517730D+04  179.4388909    0.1347936    129.094    10.570    EM
263.336
3 -0.11194419D+04   32.3310578    0.0280707    131.989     6.185    EM
264.826
4 -0.11018307D+04   17.6111935    0.0157321    135.561     4.187    EM
263.252
5 -0.10906199D+04   11.2108359    0.0101747    139.041     3.266    EM
260.694
6 -0.10838478D+04    6.7721045    0.0062094    142.459     2.892    EM
257.649
7 -0.10798359D+04    4.0118933    0.0037015    145.761     2.825    EM
254.414
8 -0.10773954D+04    2.4405395    0.0022601    148.867     2.947    EM
251.186
9 -0.10758203D+04    1.5750377    0.0014619    151.729     3.190    EM
248.080
10 -0.10747323D+04    1.0880580    0.0010114    154.342     3.509    EM
245.149
11 -0.10739360D+04    0.7962217    0.0007409    156.726     3.866    EM
242.409

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 115

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14933919D+04    0.0000000    0.0000000     15.417   162.632    EM
224.952
2 -0.14102960D+04   83.0958779    0.0556424      2.659   165.371    FS
234.970
3 -0.13345345D+04   75.7615430    0.0537203      0.000   233.857    FS
169.143
4 -0.12701474D+04   64.3870800    0.0482468      0.000   281.779    FS
121.221
5 -0.12079107D+04   62.2367410    0.0489996      0.000   278.146    FS
124.854
6 -0.11564110D+04   51.4996341    0.0426353      0.000   240.653    FS
162.347
7 -0.11140046D+04   42.4064152    0.0366707      0.000   215.276    FS
187.724
8 -0.10862864D+04   27.7181980    0.0248816      0.000   199.408    FS
203.592
9 -0.10744327D+04   11.8537028    0.0109121      0.000   196.084    FS
206.916
10 -0.10723147D+04    2.1180484    0.0019713      0.000   203.018    FS
199.982
11 -0.10722011D+04    0.1135395    0.0001059      0.000   210.197    FS
192.803

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 116

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19683470D+04    0.0000000    0.0000000     86.672    36.481    EM
279.847
2 -0.16396638D+04  328.6832822    0.1669844     88.051    35.754    FS
279.195
3 -0.14358052D+04  203.8585459    0.1243295     79.208    44.645    FS
279.147
4 -0.13153494D+04  120.4557787    0.0838942     60.022    64.738    FS
278.240
5 -0.12274979D+04   87.8515698    0.0667895     67.071    60.100    FS
275.829
6 -0.11463015D+04   81.1963676    0.0661479     79.583    54.895    FS
268.522
7 -0.11347272D+04   11.5743173    0.0100971    112.202    49.774    FS
241.024
8 -0.10946526D+04   40.0745843    0.0353165    303.512     0.369    FS
99.119
9 -0.10856393D+04    9.0132889    0.0082339    303.539     0.354    EM
99.107
10 -0.10815172D+04    4.1221077    0.0037969    301.549     0.484    EM
100.967
11 -0.10783434D+04    3.1738002    0.0029346    298.275     1.022    EM
103.703
12 -0.10752675D+04    3.0758961    0.0028524    294.407     1.833    EM
106.761
13 -0.10730453D+04    2.2222312    0.0020667    290.612     2.554    EM
109.834
14 -0.10715481D+04    1.4971991    0.0013953    287.067     3.203    EM
112.730
15 -0.10703072D+04    1.2408793    0.0011580    283.752     3.885    EM
115.363
16 -0.10692502D+04    1.0569371    0.0009875    280.767     4.517    EM
117.716
17 -0.10685521D+04    0.6981467    0.0006529    278.229     4.980    EM
119.791

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 117

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14122696D+04    0.0000000    0.0000000     27.727   111.628    EM
263.645
2 -0.12342346D+04  178.0349535    0.1260630     35.030   106.826    FS
261.144
3 -0.11693762D+04   64.8583830    0.0525495      1.854   155.707    FS
245.439
4 -0.11174907D+04   51.8855612    0.0443703      0.000   197.528    FS
205.472
5 -0.10804324D+04   37.0582977    0.0331621      0.000   215.537    FS
187.463
6 -0.10726613D+04    7.7710675    0.0071926      0.000   209.310    FS
193.690
7 -0.10722170D+04    0.4442850    0.0004142      0.000   211.195    FS
191.805

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 118

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14173190D+04    0.0000000    0.0000000      0.240   385.611    EM
17.150
2 -0.13335773D+04   83.7416781    0.0590846      0.223   385.779    FS
16.998
3 -0.12254992D+04  108.0780953    0.0810437      0.097   366.340    EM
36.564
4 -0.11669764D+04   58.5227705    0.0477542      0.054   341.059    EM
61.888
5 -0.11312604D+04   35.7159872    0.0306056      0.044   315.177    EM
87.780
6 -0.11097691D+04   21.4913104    0.0189977      0.064   292.713    EM
110.223
7 -0.10968201D+04   12.9490540    0.0116682      0.234   274.996    EM
127.771
8 -0.10874771D+04    9.3429234    0.0085182      0.884   261.316    EM
140.801
9 -0.10808929D+04    6.5842203    0.0060546      1.060   251.556    EM
150.384
10 -0.10770335D+04    3.8594071    0.0035706      1.060   244.573    EM
157.367
11 -0.10743884D+04    2.6451193    0.0024559      1.052   239.461    EM
162.487
12 -0.10725665D+04    1.8218745    0.0016957      1.047   235.659    EM
166.294
13 -0.10713358D+04    1.2306963    0.0011474      1.044   232.790    EM
169.166
14 -0.10705240D+04    0.8118190    0.0007578      1.043   230.597    EM
171.360

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 119

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13915684D+04    0.0000000    0.0000000      0.004   388.200    EM
14.796
2 -0.13909280D+04    0.6404212    0.0004602      0.000   389.414    FS
13.586

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 120

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13440648D+04    0.0000000    0.0000000    111.937    17.179    EM
273.883
2 -0.12322905D+04  111.7742859    0.0831614    105.839    22.227    EM
274.934
3 -0.11800155D+04   52.2750077    0.0424210    102.154    26.944    EM
273.903
4 -0.11410227D+04   38.9927681    0.0330443    101.010    29.978    EM
272.013
5 -0.11142608D+04   26.7618852    0.0234543    102.000    31.654    EM
269.346
6 -0.10975440D+04   16.7168784    0.0150027    104.337    32.610    EM
266.053
7 -0.10877210D+04    9.8229429    0.0089499    107.319    33.283    EM
262.398
8 -0.10820659D+04    5.6551239    0.0051991    110.475    33.882    EM
258.642
9 -0.10787568D+04    3.3090376    0.0030581    113.544    34.482    EM
254.974
10 -0.10767380D+04    2.0188386    0.0018714    116.408    35.094    EM
251.498
11 -0.10754379D+04    1.3000774    0.0012074    119.030    35.714    EM
248.256
12 -0.10745532D+04    0.8847598    0.0008227    121.412    36.332    EM
245.257

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 121

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16908114D+04    0.0000000    0.0000000    182.360   208.954    EM
11.686
2 -0.15375766D+04  153.2347951    0.0906280      9.248   383.586    FS
10.166
3 -0.11932528D+04  344.3238203    0.2239393      0.000   269.564    FS
133.436
4 -0.11311622D+04   62.0906207    0.0520348      0.000   250.194    FS
152.806
5 -0.10932899D+04   37.8722496    0.0334808      0.000   217.363    FS
185.637
6 -0.10781509D+04   15.1389940    0.0138472      0.000   201.638    FS
201.362
7 -0.10733383D+04    4.8126638    0.0044638      0.000   204.117    FS
198.883
8 -0.10723244D+04    1.0139170    0.0009446      0.000   209.474    FS
193.526
9 -0.10722076D+04    0.1167338    0.0001089      0.000   211.669    FS
191.331

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 122

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15472428D+04    0.0000000    0.0000000     52.947    80.644    EM
269.409
2 -0.12253555D+04  321.8873320    0.2080393     25.986   104.075    FS
272.939
3 -0.11575725D+04   67.7829855    0.0553170      0.553   127.689    FS
274.758
4 -0.10993778D+04   58.1946668    0.0502730      0.623   133.611    EM
268.766
5 -0.10863650D+04   13.0128271    0.0118365      0.615   138.787    EM
263.598
6 -0.10813033D+04    5.0616889    0.0046593      0.625   143.790    EM
258.585
7 -0.10786677D+04    2.6356383    0.0024375      0.615   148.361    EM
254.025
8 -0.10770577D+04    1.6099972    0.0014926      0.612   152.381    EM
250.007
9 -0.10759962D+04    1.0614681    0.0009855      0.616   155.943    EM
246.441
10 -0.10752746D+04    0.7215927    0.0006706      0.603   159.147    EM
243.250

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 123

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19511907D+04    0.0000000    0.0000000    111.764    15.674    EM
275.562
2 -0.16482696D+04  302.9210606    0.1552493    105.545    21.801    FS
275.654
3 -0.15085703D+04  139.6993286    0.0847551    104.997    21.568    FS
276.435
4 -0.13798408D+04  128.7294693    0.0853321     39.546    87.363    FS
276.091
5 -0.11867448D+04  193.0960578    0.1399408     10.170   120.786    EM
272.044
6 -0.11285528D+04   58.1919991    0.0490350      2.477   131.214    EM
269.309
7 -0.11039839D+04   24.5688859    0.0217703      0.771   135.839    EM
266.390
8 -0.10913995D+04   12.5843521    0.0113990      0.377   139.555    EM
263.067
9 -0.10844257D+04    6.9738489    0.0063898      0.349   143.154    EM
259.497
10 -0.10803057D+04    4.1199609    0.0037992      0.535   146.547    EM
255.918
11 -0.10774920D+04    2.8137106    0.0026046      0.943   149.539    EM
252.518
12 -0.10753450D+04    2.1470455    0.0019926      1.363   152.226    EM
249.411
13 -0.10739945D+04    1.3504797    0.0012559      1.580   154.825    EM
246.595
14 -0.10731748D+04    0.8196826    0.0007632      1.668   157.349    EM
243.983

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 124

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14308048D+04    0.0000000    0.0000000      0.212   142.881    EM
259.907
2 -0.14094795D+04   21.3253128    0.0149044      0.000   143.061    FS
259.939
3 -0.12122884D+04  197.1910150    0.1399034      0.000   141.815    EM
261.185
4 -0.11389962D+04   73.2922481    0.0604578      0.000   140.257    EM
262.743
5 -0.11097027D+04   29.2934874    0.0257187      0.000   140.540    EM
262.460
6 -0.10961603D+04   13.5424182    0.0122036      0.000   142.131    EM
260.869
7 -0.10878789D+04    8.2813580    0.0075549      0.000   144.534    EM
258.466
8 -0.10827109D+04    5.1680147    0.0047505      0.000   147.381    EM
255.619
9 -0.10795574D+04    3.1534743    0.0029126      0.000   150.411    EM
252.589
10 -0.10776080D+04    1.9494665    0.0018058      0.000   153.447    EM
249.553
11 -0.10763530D+04    1.2550064    0.0011646      0.000   156.388    EM
246.612
12 -0.10755018D+04    0.8511924    0.0007908      0.000   159.182    EM
243.818

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 125

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16698723D+04    0.0000000    0.0000000     42.810   193.440    EM
166.750
2 -0.14789510D+04  190.9213766    0.1143329      8.267   218.148    FS
176.584
3 -0.13024115D+04  176.5394726    0.1193680      0.047   142.764    FS
260.189
4 -0.11185713D+04  183.8401517    0.1411537      0.043   133.848    EM
269.110
5 -0.10964523D+04   22.1190351    0.0197744      0.034   136.501    EM
266.465
6 -0.10872370D+04    9.2152605    0.0084046      0.024   140.410    EM
262.566
7 -0.10822621D+04    4.9749089    0.0045757      0.023   144.428    EM
258.549
8 -0.10793782D+04    2.8838985    0.0026647      0.020   148.284    EM
254.695
9 -0.10775868D+04    1.7913942    0.0016597      0.017   151.885    EM
251.098
10 -0.10763998D+04    1.1870460    0.0011016      0.013   155.210    EM
247.777
11 -0.10755690D+04    0.8307904    0.0007718      0.008   158.269    EM
244.723

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 126

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12555882D+04    0.0000000    0.0000000     58.045    72.763    EM
272.193
2 -0.12222344D+04   33.3537349    0.0265642    123.915     7.790    FS
271.295
3 -0.11287520D+04   93.4823840    0.0764848    124.952     5.317    EM
272.731
4 -0.11129834D+04   15.7686305    0.0139700    145.521     0.000    FS
257.479
5 -0.10847548D+04   28.2285689    0.0253630    160.770     0.000    FS
242.230
6 -0.10742921D+04   10.4627690    0.0096453    185.843     0.000    FS
217.157
7 -0.10723250D+04    1.9671101    0.0018311    205.942     0.000    FS
197.058
8 -0.10722084D+04    0.1165699    0.0001087    209.124     0.000    FS
193.876

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 127

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13472570D+04    0.0000000    0.0000000     32.968    96.206    EM
273.825
2 -0.13268034D+04   20.4536909    0.0151817     14.480   113.275    FS
275.245
3 -0.11519223D+04  174.8810093    0.1318063     21.900   110.534    EM
270.566
4 -0.11169706D+04   34.9517454    0.0303421     32.810   101.894    EM
268.296
5 -0.10979184D+04   19.0522359    0.0170571     42.683    95.217    EM
265.100
6 -0.10869175D+04   11.0008550    0.0100197     51.008    90.455    EM
261.538
7 -0.10806589D+04    6.2585676    0.0057581     57.869    86.999    EM
258.132
8 -0.10771265D+04    3.5324692    0.0032688     63.418    84.500    EM
255.082
9 -0.10751175D+04    2.0090192    0.0018652     67.836    82.724    EM
252.440
10 -0.10739467D+04    1.1707971    0.0010890     71.318    81.486    EM
250.196
11 -0.10732420D+04    0.7046880    0.0006562     74.042    80.645    EM
248.313

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 128

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12269354D+04    0.0000000    0.0000000     15.533   165.580    EM
221.887
2 -0.11317481D+04   95.1872456    0.0775813     20.917   154.987    EM
227.096
3 -0.11079344D+04   23.8137332    0.0210415     27.087   143.484    EM
232.430
4 -0.10951960D+04   12.7383697    0.0114974     32.814   134.007    EM
236.179
5 -0.10868332D+04    8.3628662    0.0076360     37.563   127.038    EM
238.399
6 -0.10814362D+04    5.3969449    0.0049658     41.291   122.239    EM
239.470
7 -0.10780517D+04    3.3845343    0.0031297     44.161   119.078    EM
239.760
8 -0.10759736D+04    2.0780936    0.0019276     46.368   117.078    EM
239.554
9 -0.10747101D+04    1.2634913    0.0011743     48.077   115.873    EM
239.051
10 -0.10739385D+04    0.7716214    0.0007180     49.414   115.201    EM
238.385

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 129

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16520557D+04    0.0000000    0.0000000      0.878   379.807    EM
22.316
2 -0.13438410D+04  308.2147709    0.1865644      1.059   378.686    FS
23.256
3 -0.12302193D+04  113.6216320    0.0845499      0.702   379.307    FS
22.991
4 -0.12203255D+04    9.8938400    0.0080423      0.000   195.117    FS
207.883
5 -0.11225339D+04   97.7916133    0.0801357      0.000   206.085    EM
196.915
6 -0.10877074D+04   34.8264919    0.0310249      0.000   207.339    EM
195.661
7 -0.10796461D+04    8.0613079    0.0074113      0.000   205.727    EM
197.273
8 -0.10768049D+04    2.8411657    0.0026316      0.000   203.642    EM
199.358
9 -0.10750415D+04    1.7633815    0.0016376      0.000   201.858    EM
201.142
10 -0.10739224D+04    1.1191354    0.0010410      0.000   200.553    EM
202.447
11 -0.10732359D+04    0.6865065    0.0006393      0.000   199.691    EM
203.309

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 130

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.24660984D+04    0.0000000    0.0000000      0.000   165.380    EM
237.620
2 -0.20774370D+04  388.6614045    0.1576017      0.000   170.229    FS
232.771
3 -0.17264935D+04  350.9435451    0.1689310      0.000   170.157    FS
232.843
4 -0.14615181D+04  264.9753459    0.1534760      0.000   170.161    FS
232.839
5 -0.13677073D+04   93.8108083    0.0641872      0.000   170.161    FS
232.839
6 -0.13668071D+04    0.9002665    0.0006582      0.000   170.161    FS
232.839

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 131

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13423287D+04    0.0000000    0.0000000    118.542    35.134    EM
249.323
2 -0.13109462D+04   31.3824601    0.0233791    137.135     0.172    FS
265.693
3 -0.11848202D+04  126.1259961    0.0962099    138.743     0.000    EM
264.257
4 -0.11833140D+04    1.5062262    0.0012713    138.740     0.000    FS
264.260
5 -0.11417544D+04   41.5596223    0.0351214    137.953     0.000    EM
265.047
6 -0.11194524D+04   22.3020251    0.0195331    138.275     0.000    EM
264.725
7 -0.11036437D+04   15.8086180    0.0141217    139.724     0.000    EM
263.276
8 -0.10926726D+04   10.9711210    0.0099408    142.023     0.000    EM
260.977
9 -0.10856478D+04    7.0247890    0.0064290    144.865     0.000    EM
258.135
10 -0.10813561D+04    4.2917136    0.0039531    147.973     0.000    EM
255.027
11 -0.10787454D+04    2.6107234    0.0024143    151.140     0.000    EM
251.860
12 -0.10771082D+04    1.6372330    0.0015177    154.234     0.000    EM
248.766
13 -0.10760294D+04    1.0787780    0.0010016    157.184     0.000    EM
245.816
14 -0.10752799D+04    0.7495262    0.0006966    159.959     0.000    EM
243.041

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 132

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13203851D+04    0.0000000    0.0000000      2.801   394.055    EM
6.144
2 -0.11213362D+04  199.0489368    0.1507507      4.516   390.226    EM
8.258
3 -0.10899415D+04   31.3946911    0.0279976      5.081   388.122    EM
9.797
4 -0.10801713D+04    9.7701884    0.0089640      5.187   387.000    EM
10.812
5 -0.10766718D+04    3.4995126    0.0032398      5.169   386.372    EM
11.459
6 -0.10752923D+04    1.3794639    0.0012812      5.100   386.024    EM
11.876
7 -0.10747060D+04    0.5862825    0.0005452      5.002   385.842    EM
12.156

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 133

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.18960956D+04    0.0000000    0.0000000      1.505   121.028    EM
280.467
2 -0.15668188D+04  329.2768057    0.1736604     72.204    55.999    FS
274.797
3 -0.14977560D+04   69.0628462    0.0440784     72.446    56.382    FS
274.172
4 -0.13795731D+04  118.1828781    0.0789066     82.476    49.963    FS
270.561
5 -0.12843583D+04   95.2147560    0.0690176     82.449    48.761    FS
271.790
6 -0.11172785D+04  167.0798318    0.1300882     81.666    56.936    EM
264.398
7 -0.10986263D+04   18.6522487    0.0166944     75.725    65.216    EM
262.059
8 -0.10880507D+04   10.5755798    0.0096262     70.393    73.071    EM
259.536
9 -0.10816342D+04    6.4164922    0.0058972     66.423    79.914    EM
256.663
10 -0.10779257D+04    3.7084589    0.0034286     63.696    85.563    EM
253.741
11 -0.10758818D+04    2.0439060    0.0018961     61.997    89.959    EM
251.044
12 -0.10745516D+04    1.3301762    0.0012364     61.022    93.248    EM
248.730
13 -0.10737162D+04    0.8354175    0.0007775     60.547    95.720    EM
246.733

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 134

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19237466D+04    0.0000000    0.0000000      0.014   261.616    EM
141.370
2 -0.13694779D+04  554.2686956    0.2881194      0.005   139.330    EM
263.665
3 -0.11935896D+04  175.8882789    0.1284346      0.005   129.291    EM
273.705
4 -0.11537637D+04   39.8258803    0.0333665      0.005   130.114    EM
272.881
5 -0.11239954D+04   29.7683840    0.0258011      0.007   132.320    EM
270.673
6 -0.11040182D+04   19.9771530    0.0177733      0.009   135.346    EM
267.645
7 -0.10919347D+04   12.0835097    0.0109450      0.011   138.904    EM
264.085
8 -0.10849852D+04    6.9495436    0.0063644      0.014   142.688    EM
260.298
9 -0.10809801D+04    4.0050840    0.0036914      0.017   146.459    EM
256.523
10 -0.10785773D+04    2.4027255    0.0022227      0.021   150.074    EM
252.905
11 -0.10770496D+04    1.5277197    0.0014164      0.025   153.465    EM
249.510
12 -0.10760189D+04    1.0307201    0.0009570      0.030   156.611    EM
246.359
13 -0.10752866D+04    0.7322664    0.0006805      0.036   159.515    EM
243.449

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 135

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15968876D+04    0.0000000    0.0000000    314.537    50.482    EM
37.981
2 -0.12885494D+04  308.3381540    0.1930870    285.684    47.267    FS
70.049
3 -0.11704934D+04  118.0560173    0.0916193    389.579    12.007    FS
1.415
4 -0.10941194D+04   76.3740194    0.0652494    393.147     8.577    EM
1.276
5 -0.10853290D+04    8.7903577    0.0080342    395.346     6.451    EM
1.203
6 -0.10827900D+04    2.5390680    0.0023394    396.971     4.867    EM
1.162
7 -0.10805089D+04    2.2810369    0.0021066    397.307     4.555    EM
1.138
8 -0.10794721D+04    1.0368277    0.0009596    397.454     4.420    EM
1.126
9 -0.10786924D+04    0.7797301    0.0007223    397.456     4.423    EM
1.121

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 136

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.11762919D+04    0.0000000    0.0000000      3.097   393.232    EM
6.671
2 -0.10948831D+04   81.4087421    0.0692079      3.302   393.363    EM
6.335
3 -0.10860763D+04    8.8067762    0.0080436      3.610   393.165    EM
6.225
4 -0.10819554D+04    4.1209181    0.0037943      3.940   392.797    EM
6.264
5 -0.10795293D+04    2.4260910    0.0022423      4.331   392.272    EM
6.397
6 -0.10778801D+04    1.6492683    0.0015278      4.826   391.584    EM
6.590
7 -0.10766072D+04    1.2728533    0.0011809      5.444   390.738    EM
6.817
8 -0.10755276D+04    1.0795721    0.0010028      6.183   389.755    EM
7.063
9 -0.10745253D+04    1.0023072    0.0009319      6.992   388.693    EM
7.315
10 -0.10735356D+04    0.9897663    0.0009211      7.734   387.697    EM
7.568

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 137

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12647264D+04    0.0000000    0.0000000      2.540   354.780    EM
45.680
2 -0.11639875D+04  100.7388794    0.0796527      0.008   390.975    FS
12.017
3 -0.10935725D+04   70.4149362    0.0604946      0.004   391.818    EM
11.178
4 -0.10856681D+04    7.9044772    0.0072281      0.002   392.298    EM
10.699
5 -0.10814928D+04    4.1752687    0.0038458      0.001   392.596    EM
10.402
6 -0.10790723D+04    2.4204427    0.0022381      0.001   392.791    EM
10.208
7 -0.10775956D+04    1.4767067    0.0013685      0.000   392.920    EM
10.080
8 -0.10766627D+04    0.9329434    0.0008658      0.000   393.003    EM
9.997

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 138

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13455774D+04    0.0000000    0.0000000     13.346   116.808    EM
272.846
2 -0.11898688D+04  155.7086193    0.1157188      7.907   121.768    FS
273.325
3 -0.11514935D+04   38.3753158    0.0322517      4.560   133.420    FS
265.020
4 -0.11004432D+04   51.0503323    0.0443340      4.091   158.161    FS
240.748
5 -0.10763394D+04   24.1037922    0.0219037      0.058   188.306    FS
214.636
6 -0.10724853D+04    3.8540552    0.0035807      0.084   192.550    EM
210.366
7 -0.10722926D+04    0.1927016    0.0001797      0.146   194.266    EM
208.589

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 139

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.26063237D+04    0.0000000    0.0000000     23.772    97.667    EM
281.561
2 -0.22727713D+04  333.5523854    0.1279781     22.319    99.162    FS
281.519
3 -0.20291991D+04  243.5722737    0.1071697     20.492   101.213    FS
281.295
4 -0.20078884D+04   21.3107240    0.0105020     14.986   107.092    FS
280.922
5 -0.18936562D+04  114.2321369    0.0568917     13.914   110.665    FS
278.421
6 -0.18036635D+04   89.9927516    0.0475233     14.507   119.177    FS
269.316
7 -0.17118388D+04   91.8246609    0.0509101     13.702   144.752    FS
244.545
8 -0.16287784D+04   83.0604338    0.0485212     11.290   192.441    FS
199.269
9 -0.15545796D+04   74.1988174    0.0455549      7.716   241.315    FS
153.969
10 -0.15348924D+04   19.6871809    0.0126640     11.943   351.584    FS
39.472
11 -0.14781369D+04   56.7554882    0.0369769     25.640   252.857    FS
124.502
12 -0.14623323D+04   15.8045684    0.0106922    175.308   166.723    FS
60.969
13 -0.10931345D+04  369.1977935    0.2524719    162.309   185.442    EM
55.250
14 -0.10785538D+04   14.5807365    0.0133385    156.582   193.247    EM
53.170
15 -0.10748926D+04    3.6611727    0.0033945    154.149   196.510    EM
52.341
16 -0.10733439D+04    1.5487149    0.0014408    152.989   198.055    EM
51.956
17 -0.10725924D+04    0.7515344    0.0007002    152.408   198.840    EM
51.752

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 140

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16645634D+04    0.0000000    0.0000000     50.186   139.159    EM
213.656
2 -0.15060164D+04  158.5469614    0.0952484     44.077   183.650    FS
175.274
3 -0.13222956D+04  183.7208179    0.1219912     11.890   154.003    FS
237.108
4 -0.12710502D+04   51.2454419    0.0387549      9.639   200.859    FS
192.502
5 -0.12030696D+04   67.9805547    0.0534838     11.024   228.647    FS
163.329
6 -0.11551490D+04   47.9205926    0.0398319     14.040   209.140    FS
179.820
7 -0.11247322D+04   30.4167562    0.0263315     18.031   175.858    FS
209.111
8 -0.11046935D+04   20.0387633    0.0178165     13.043   164.499    FS
225.458
9 -0.10978693D+04    6.8241553    0.0061774     23.041   154.657    FS
225.302
10 -0.10867646D+04   11.1046944    0.0101148     37.637   136.487    FS
228.876
11 -0.10789527D+04    7.8119490    0.0071883     50.294   126.842    FS
225.863
12 -0.10747107D+04    4.2420095    0.0039316     64.762   122.146    FS
216.092
13 -0.10733197D+04    1.3910271    0.0012943     84.790   102.680    FS
215.530
14 -0.10711949D+04    2.1247980    0.0019797     81.735   115.814    FS
205.451
15 -0.10706685D+04    0.5263971    0.0004914     99.024   109.994    FS
193.982

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 141

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13950257D+04    0.0000000    0.0000000     22.630   126.017    EM
254.353
2 -0.12938611D+04  101.1646140    0.0725181     11.039   144.775    FS
247.186
3 -0.12116756D+04   82.1855103    0.0635196      0.050   161.899    FS
241.051
4 -0.10888055D+04  122.8700401    0.1014051      0.091   170.568    EM
232.341
5 -0.10754335D+04   13.3720023    0.0122814      0.474   172.862    EM
229.664
6 -0.10717329D+04    3.7005973    0.0034410      1.009   174.481    EM
227.510
7 -0.10704628D+04    1.2701399    0.0011851      1.064   176.388    EM
225.548
8 -0.10700920D+04    0.3707870    0.0003464      1.055   178.231    EM
223.714

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 142

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.29328735D+04    0.0000000    0.0000000      5.063   120.562    EM
277.375
2 -0.25373427D+04  395.5308007    0.1348612      5.395   120.243    FS
277.362
3 -0.21591607D+04  378.1820116    0.1490465      5.471   120.199    FS
277.330
4 -0.18236129D+04  335.5477789    0.1554066      5.660   120.013    FS
277.327
5 -0.15870357D+04  236.5771515    0.1297299      8.673   117.005    FS
277.322
6 -0.15436724D+04   43.3633172    0.0273235      0.817   124.493    FS
277.690
7 -0.13072421D+04  236.4303137    0.1531609      1.579   123.417    EM
278.005
8 -0.11608582D+04  146.3839500    0.1119792      3.913   122.985    EM
276.103
9 -0.11144720D+04   46.3861428    0.0399585      7.077   123.611    EM
272.312
10 -0.10940678D+04   20.4042561    0.0183085     10.550   124.875    EM
267.575
11 -0.10845852D+04    9.4825547    0.0086672     13.963   126.343    EM
262.694
12 -0.10797789D+04    4.8062598    0.0044314     17.145   127.736    EM
258.120
13 -0.10770979D+04    2.6810451    0.0024830     20.036   128.945    EM
254.019
14 -0.10754730D+04    1.6248659    0.0015086     22.624   129.960    EM
250.416
15 -0.10744242D+04    1.0488547    0.0009752     24.916   130.805    EM
247.279
16 -0.10737159D+04    0.7082861    0.0006592     26.928   131.517    EM
244.555

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 143

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16664882D+04    0.0000000    0.0000000     10.407   361.820    EM
30.772
2 -0.13991190D+04  267.3692660    0.1604387     20.200   284.855    EM
97.945
3 -0.12282373D+04  170.8816673    0.1221352     26.081   205.775    EM
171.144
4 -0.11523313D+04   75.9059701    0.0618007     29.472   161.870    EM
211.657
5 -0.11221261D+04   30.2051898    0.0262122     32.217   143.062    EM
227.721
6 -0.11051648D+04   16.9613500    0.0151154     35.016   134.236    EM
233.748
7 -0.10934948D+04   11.6699835    0.0105595     37.523   129.562    EM
235.915
8 -0.10854728D+04    8.0220108    0.0073361     39.557   127.099    EM
236.344
9 -0.10801992D+04    5.2735496    0.0048583     41.141   126.043    EM
235.816
10 -0.10768645D+04    3.3346898    0.0030871     42.380   125.920    EM
234.699
11 -0.10747949D+04    2.0696499    0.0019219     43.381   126.399    EM
233.220
12 -0.10735014D+04    1.2934974    0.0012035     44.222   127.244    EM
231.535
13 -0.10726671D+04    0.8343351    0.0007772     44.951   128.294    EM
229.755

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 144

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.18429933D+04    0.0000000    0.0000000      4.518   119.061    EM
279.422
2 -0.16539769D+04  189.0163791    0.1025595      5.221   118.433    FS
279.346
3 -0.15676836D+04   86.2932956    0.0521732      8.964   114.772    FS
279.263
4 -0.14707804D+04   96.9031398    0.0618129      8.056   116.243    FS
278.701
5 -0.13689732D+04  101.8072871    0.0692199      9.535   115.841    FS
277.624
6 -0.12786211D+04   90.3520869    0.0659999     11.091   117.613    FS
274.296
7 -0.12014347D+04   77.1863852    0.0603669     12.045   127.381    FS
263.574
8 -0.11428631D+04   58.5715566    0.0487513     12.880   156.579    FS
233.541
9 -0.11055999D+04   37.2632183    0.0326051     15.385   206.030    FS
181.585
10 -0.10847418D+04   20.8580976    0.0188659     33.481   216.892    FS
152.627
11 -0.10780033D+04    6.7385074    0.0062121    117.030   139.417    FS
146.553
12 -0.10731769D+04    4.8264445    0.0044772     62.340   145.859    FS
194.801
13 -0.10701339D+04    3.0429735    0.0028355     67.938   144.985    FS
190.077
14 -0.10697571D+04    0.3767916    0.0003521     55.461   158.828    FS
188.711

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 145

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13153374D+04    0.0000000    0.0000000      0.000   191.060    EM
211.940
2 -0.12919214D+04   23.4160707    0.0178023      0.000   190.501    FS
212.499
3 -0.11697098D+04  122.2115404    0.0945967      0.000   161.774    EM
241.226
4 -0.11242856D+04   45.4242445    0.0388338      0.000   152.478    EM
250.522
5 -0.11059669D+04   18.3187106    0.0162936      0.000   149.604    EM
253.396
6 -0.10948960D+04   11.0708349    0.0100101      0.000   149.219    EM
253.781
7 -0.10872713D+04    7.6246982    0.0069639      0.000   150.141    EM
252.859
8 -0.10822840D+04    4.9873284    0.0045870      0.000   151.857    EM
251.143
9 -0.10791609D+04    3.1231407    0.0028857      0.000   154.033    EM
248.967
10 -0.10772289D+04    1.9319462    0.0017902      0.000   156.434    EM
246.566
11 -0.10760096D+04    1.2193615    0.0011319      0.000   158.901    EM
244.099
12 -0.10752057D+04    0.8038912    0.0007471      0.000   161.336    EM
241.664

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 146

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.22935088D+04    0.0000000    0.0000000    100.274    22.182    EM
280.544
2 -0.20032338D+04  290.2749781    0.1265637     69.380    53.359    FS
280.261
3 -0.19049134D+04   98.3204456    0.0490809     88.556    41.617    FS
272.827
4 -0.17395374D+04  165.3759660    0.0868155    110.074    23.885    FS
269.041
5 -0.16322642D+04  107.2732097    0.0616677    118.956    29.361    FS
254.683
6 -0.15131653D+04  119.0989233    0.0729655     88.946    90.915    FS
223.139
7 -0.13655202D+04  147.6450518    0.0975736    341.443     0.000    FS
61.557
8 -0.12151870D+04  150.3332146    0.1100923    344.722     0.000    EM
58.278
9 -0.11294843D+04   85.7027533    0.0705264    345.793     0.000    EM
57.207
10 -0.10866398D+04   42.8444621    0.0379328    345.813     0.000    EM
57.187
11 -0.10751688D+04   11.4710128    0.0105564    345.413     0.000    EM
57.587
12 -0.10741452D+04    1.0235660    0.0009520    344.860     0.000    EM
58.140
13 -0.10741063D+04    0.0389006    0.0000362    344.235     0.000    EM
58.765

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 147

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16473561D+04    0.0000000    0.0000000     10.285   119.284    EM
273.431
2 -0.13261168D+04  321.2393794    0.1950030      3.119   121.438    EM
278.443
3 -0.11821454D+04  143.9714083    0.1085662      1.488   124.596    EM
276.916
4 -0.11263898D+04   55.7555538    0.0471647      0.907   128.294    EM
273.799
5 -0.11009628D+04   25.4269752    0.0225739      0.688   132.701    EM
269.611
6 -0.10890621D+04   11.9007122    0.0108094      0.632   137.312    EM
265.056
7 -0.10830373D+04    6.0247683    0.0055321      0.690   141.718    EM
260.591
8 -0.10795914D+04    3.4459501    0.0031817      0.886   145.678    EM
256.437
9 -0.10772877D+04    2.3037170    0.0021339      1.247   149.075    EM
252.678
10 -0.10755542D+04    1.7334329    0.0016091      1.683   151.981    EM
249.336
11 -0.10743229D+04    1.2313491    0.0011449      1.986   154.650    EM
246.363
12 -0.10735397D+04    0.7832026    0.0007290      2.101   157.228    EM
243.671

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 148

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17255893D+04    0.0000000    0.0000000     94.054    32.909    EM
276.037
2 -0.12711265D+04  454.4627538    0.2633667     38.543    86.772    EM
277.684
3 -0.11313885D+04  139.7380032    0.1099324     14.462   114.723    EM
273.815
4 -0.10905116D+04   40.8768580    0.0361298      8.905   125.825    EM
268.270
5 -0.10805744D+04    9.9372119    0.0091124      7.850   131.981    EM
263.170
6 -0.10769516D+04    3.6228202    0.0033527      7.911   136.149    EM
258.940
7 -0.10749707D+04    1.9809115    0.0018394      8.247   139.301    EM
255.453
8 -0.10737296D+04    1.2410514    0.0011545      8.600   141.878    EM
252.522
9 -0.10729501D+04    0.7794996    0.0007260      8.892   144.090    EM
250.018

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 149

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.18017235D+04    0.0000000    0.0000000     13.437   111.253    EM
278.311
2 -0.16233331D+04  178.3904411    0.0990110     15.578   109.107    FS
278.315
3 -0.15554876D+04   67.8454368    0.0417939     11.606   114.105    FS
277.289
4 -0.14510134D+04  104.4742327    0.0671649      8.869   118.612    FS
275.519
5 -0.11933851D+04  257.6282746    0.1775506     10.624   123.918    EM
268.457
6 -0.11545945D+04   38.7906158    0.0325047     16.570   118.272    EM
268.158
7 -0.11274098D+04   27.1846727    0.0235448     23.731   112.056    EM
267.213
8 -0.11063020D+04   21.1078215    0.0187224     31.478   106.301    EM
265.221
9 -0.10918337D+04   14.4683157    0.0130781     38.953   101.635    EM
262.412
10 -0.10831080D+04    8.7257207    0.0079918     45.478    98.360    EM
259.162
11 -0.10782762D+04    4.8317809    0.0044610     50.788    96.360    EM
255.852
12 -0.10756882D+04    2.5880158    0.0024001     54.948    95.325    EM
252.726
13 -0.10742756D+04    1.4125599    0.0013132     58.166    94.942    EM
249.892
14 -0.10734590D+04    0.8166461    0.0007602     60.669    94.965    EM
247.366

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 150

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.24916067D+04    0.0000000    0.0000000     19.781   255.341    EM
127.878
2 -0.21749163D+04  316.6903889    0.1271029      3.450   263.345    FS
136.205
3 -0.20291972D+04  145.7191762    0.0669999      5.818   261.259    FS
135.923
4 -0.15235295D+04  505.6676451    0.2491959      0.000   238.619    FS
164.381
5 -0.12394612D+04  284.0683044    0.1864541      0.000   232.355    FS
170.645
6 -0.10994763D+04  139.9848803    0.1129401      0.000   217.778    FS
185.222
7 -0.10789555D+04   20.5208596    0.0186642      0.000   206.881    FS
196.119
8 -0.10727215D+04    6.2339522    0.0057778      0.000   203.646    FS
199.354
9 -0.10722217D+04    0.4998166    0.0004659      0.000   208.944    FS
194.056

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 151

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13632174D+04    0.0000000    0.0000000    141.333    27.516    EM
234.151
2 -0.13142371D+04   48.9802985    0.0359299    104.979    20.007    FS
278.014
3 -0.12153670D+04   98.8701212    0.0752300    105.349    21.496    FS
276.155
4 -0.11405944D+04   74.7725821    0.0615226    102.023    29.933    FS
271.044
5 -0.10884501D+04   52.1443442    0.0457168    131.472    12.999    FS
258.529
6 -0.10739600D+04   14.4900861    0.0133126    169.034     2.132    FS
231.834
7 -0.10722560D+04    1.7039989    0.0015867    170.699     2.584    EM
229.717
8 -0.10719064D+04    0.3495772    0.0003260    171.852     2.978    EM
228.170

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 152

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19438254D+04    0.0000000    0.0000000    120.153     2.862    EM
279.985
2 -0.19015571D+04   42.2683477    0.0217449    123.445     0.000    FS
279.555
3 -0.16858432D+04  215.7138969    0.1134407    123.774     0.000    FS
279.226
4 -0.13813979D+04  304.4452280    0.1805893    124.302     0.000    EM
278.698
5 -0.12600379D+04  121.3600738    0.0878531    124.981     0.000    EM
278.019
6 -0.11774184D+04   82.6194044    0.0655690    126.627     0.000    EM
276.373
7 -0.11292712D+04   48.1472107    0.0408922    129.500     0.000    EM
273.500
8 -0.11039210D+04   25.3502622    0.0224483    133.330     0.000    EM
269.670
9 -0.10910279D+04   12.8930276    0.0116793    137.611     0.000    EM
265.389
10 -0.10843134D+04    6.7145414    0.0061543    141.931     0.000    EM
261.069
11 -0.10805917D+04    3.7217551    0.0034324    146.060     0.000    EM
256.940
12 -0.10783639D+04    2.2277995    0.0020616    149.902     0.000    EM
253.098
13 -0.10769291D+04    1.4347959    0.0013305    153.433     0.000    EM
249.567
14 -0.10759467D+04    0.9823676    0.0009122    156.667     0.000    EM
246.333

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 153

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15931608D+04    0.0000000    0.0000000      1.011   205.906    EM
196.083
2 -0.14921530D+04  101.0078418    0.0634009      0.000   154.712    FS
248.288
3 -0.10886436D+04  403.5093836    0.2704209      0.000   152.729    EM
250.271
4 -0.10828297D+04    5.8139200    0.0053405      0.000   153.536    EM
249.464
5 -0.10794391D+04    3.3905831    0.0031312      0.000   155.252    EM
247.748
6 -0.10773448D+04    2.0942526    0.0019401      0.000   157.359    EM
245.641
7 -0.10760391D+04    1.3057286    0.0012120      0.000   159.624    EM
243.376
8 -0.10751953D+04    0.8437724    0.0007841      0.000   161.917    EM
241.083

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 154

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.23645781D+04    0.0000000    0.0000000    251.686    22.111    EM
129.203
2 -0.20192633D+04  345.3148330    0.1460366    276.615    23.530    FS
102.854
3 -0.16935034D+04  325.7599132    0.1613261    301.862    42.111    FS
59.027
4 -0.14567009D+04  236.8025053    0.1398300    345.024    54.663    FS
3.313
5 -0.10876194D+04  369.0814626    0.2533681    353.528    45.646    EM
3.826
6 -0.10788651D+04    8.7542736    0.0080490    359.047    39.769    EM
4.184
7 -0.10758562D+04    3.0089121    0.0027890    362.259    36.310    EM
4.431
8 -0.10745569D+04    1.2992822    0.0012077    364.094    34.297    EM
4.609
9 -0.10738844D+04    0.6725619    0.0006259    365.087    33.168    EM
4.745

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 155

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13999779D+04    0.0000000    0.0000000     63.439   133.782    EM
205.779
2 -0.10941891D+04  305.7888197    0.2184240     86.867   134.358    EM
181.775
3 -0.10794689D+04   14.7201840    0.0134531     90.362   136.446    EM
176.192
4 -0.10770509D+04    2.4180506    0.0022400     90.860   138.881    EM
173.260
5 -0.10758555D+04    1.1953941    0.0011099     90.898   141.213    EM
170.889
6 -0.10750161D+04    0.8393679    0.0007802     90.769   143.436    EM
168.795

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 156

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13813233D+04    0.0000000    0.0000000    346.406    16.218    EM
40.376
2 -0.12392179D+04  142.1053449    0.1028762    306.626    23.311    EM
73.063
3 -0.11905654D+04   48.6524970    0.0392606    260.103    30.377    EM
112.520
4 -0.11488969D+04   41.6685412    0.0349990    220.378    35.948    EM
146.674
5 -0.11246007D+04   24.2961932    0.0211474    191.850    40.078    EM
171.072
6 -0.11086418D+04   15.9588486    0.0141907    173.599    42.581    EM
186.820
7 -0.10970273D+04   11.6145325    0.0104764    162.692    43.644    EM
196.664
8 -0.10887724D+04    8.2548826    0.0075248    156.377    43.686    EM
202.937
9 -0.10827156D+04    6.0568457    0.0055630    152.968    43.026    EM
207.006
10 -0.10782463D+04    4.4693218    0.0041279    151.392    41.934    EM
209.673
11 -0.10750033D+04    3.2429050    0.0030076    151.016    40.614    EM
211.370
12 -0.10726926D+04    2.3107099    0.0021495    151.436    39.207    EM
212.356
13 -0.10710701D+04    1.6225629    0.0015126    152.376    37.812    EM
212.812
14 -0.10699431D+04    1.1269320    0.0010522    153.634    36.495    EM
212.871
15 -0.10691675D+04    0.7756901    0.0007250    155.068    35.298    EM
212.634

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 157

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.29968056D+04    0.0000000    0.0000000      4.767   116.887    EM
281.346
2 -0.26100201D+04  386.7855490    0.1290659      4.840   116.839    FS
281.321
3 -0.22505035D+04  359.5165418    0.1377447      5.449   116.240    FS
281.311
4 -0.19545536D+04  295.9499625    0.1315039      6.920   114.872    FS
281.208
5 -0.17862889D+04  168.2646992    0.0860886     46.747    76.374    FS
279.879
6 -0.16588878D+04  127.4010407    0.0713216     18.007   107.383    FS
277.610
7 -0.15539808D+04  104.9070167    0.0632394     12.520   116.838    FS
273.642
8 -0.15020957D+04   51.8850840    0.0333885      9.354   129.075    FS
264.571
9 -0.14266197D+04   75.4760104    0.0502471      9.258   149.975    FS
243.768
10 -0.13719795D+04   54.6401813    0.0383005     11.140   168.588    FS
223.272
11 -0.13289818D+04   42.9977362    0.0313399     11.558   161.646    FS
229.796
12 -0.12872047D+04   41.7770787    0.0314354      7.178   169.994    FS
225.827
13 -0.12540253D+04   33.1793598    0.0257763      7.562   162.959    FS
232.479
14 -0.12234241D+04   30.6012303    0.0244024      9.387   152.214    FS
241.399
15 -0.11942529D+04   29.1712059    0.0238439     11.895   151.877    FS
239.228
16 -0.11660312D+04   28.2217192    0.0236313     11.471   152.429    FS
239.100
17 -0.11409859D+04   25.0452704    0.0214791     13.019   154.336    FS
235.645
18 -0.11182518D+04   22.7341446    0.0199250     15.959   146.715    FS
240.326
19 -0.11003763D+04   17.8755231    0.0159852     11.437   162.279    FS
229.284
20 -0.10879729D+04   12.4033770    0.0112719     13.380   165.115    FS
224.506

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 158

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17468698D+04    0.0000000    0.0000000      5.181   168.602    EM
229.216
2 -0.16015254D+04  145.3443569    0.0832027      9.360   165.149    FS
228.490
3 -0.13928652D+04  208.6602330    0.1302884      6.530   152.865    EM
243.605
4 -0.12522233D+04  140.6418476    0.1009731      5.808   148.726    EM
248.465
5 -0.11518017D+04  100.4216663    0.0801947      5.603   147.562    EM
249.836
6 -0.10975296D+04   54.2720283    0.0471192      5.727   147.685    EM
249.589
7 -0.10796013D+04   17.9283452    0.0163352      6.133   148.639    EM
248.228
8 -0.10757962D+04    3.8050979    0.0035245      6.695   150.152    EM
246.153
9 -0.10741867D+04    1.6095374    0.0014961      7.246   151.951    EM
243.802
10 -0.10729229D+04    1.2637973    0.0011765      7.688   153.893    EM
241.419
11 -0.10717326D+04    1.1902639    0.0011094      8.006   155.890    EM
239.104
12 -0.10705483D+04    1.1843216    0.0011051      8.243   157.863    EM
236.893
13 -0.10695376D+04    1.0107167    0.0009441      8.409   159.796    EM
234.795
14 -0.10688373D+04    0.7002651    0.0006547      8.518   161.683    EM
232.798

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 159

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12276962D+04    0.0000000    0.0000000     86.324    58.465    EM
258.212
2 -0.11169967D+04  110.6994693    0.0901685     98.203    44.498    EM
260.299
3 -0.10931337D+04   23.8629558    0.0213635    108.398    33.847    EM
260.755
4 -0.10838143D+04    9.3194837    0.0085255    114.706    28.575    EM
259.718
5 -0.10797713D+04    4.0430036    0.0037303    118.471    26.189    EM
258.340
6 -0.10776284D+04    2.1428658    0.0019846    120.750    25.230    EM
257.019
7 -0.10762121D+04    1.4163082    0.0013143    122.193    24.972    EM
255.834
8 -0.10751323D+04    1.0797753    0.0010033    123.216    25.065    EM
254.719
9 -0.10742921D+04    0.8401789    0.0007815    124.068    25.330    EM
253.602

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 160

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17215562D+04    0.0000000    0.0000000     51.919   222.483    EM
128.598
2 -0.16231361D+04   98.4201276    0.0571693     30.386    97.087    FS
275.527
3 -0.15893445D+04   33.7915323    0.0208187     56.266    76.796    FS
269.938
4 -0.14733207D+04  116.0238541    0.0730011     42.523   104.112    FS
256.364
5 -0.13847753D+04   88.5453724    0.0600992     33.634   155.471    FS
213.895
6 -0.13122328D+04   72.5424475    0.0523857     26.016   206.053    FS
170.931
7 -0.12563444D+04   55.8884399    0.0425903     21.260   240.676    FS
141.063
8 -0.12176819D+04   38.6624957    0.0307738     19.485   241.943    FS
141.572
9 -0.10842419D+04  133.4400405    0.1095853     26.564   240.810    EM
135.625
10 -0.10791592D+04    5.0826330    0.0046877     31.506   237.563    EM
133.931
11 -0.10765415D+04    2.6177671    0.0024257     35.501   233.536    EM
133.963
12 -0.10758466D+04    0.6948856    0.0006455     38.642   229.853    EM
134.506

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 161

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12745529D+04    0.0000000    0.0000000      4.978   267.279    EM
130.743
2 -0.10894123D+04  185.1406131    0.1452593      4.952   260.153    EM
137.895
3 -0.10843759D+04    5.0363913    0.0046230      4.904   253.636    EM
144.460
4 -0.10806324D+04    3.7435366    0.0034522      4.872   247.983    EM
150.144
5 -0.10778481D+04    2.7842600    0.0025765      4.858   243.240    EM
154.902
6 -0.10758429D+04    2.0051895    0.0018604      4.857   239.345    EM
158.798
7 -0.10744409D+04    1.4019701    0.0013031      4.870   236.183    EM
161.946
8 -0.10734854D+04    0.9555197    0.0008893      4.897   233.624    EM
164.479

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 162

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.18793546D+04    0.0000000    0.0000000      2.061   119.697    EM
281.241
2 -0.18290162D+04   50.3383705    0.0267849      0.000   122.433    FS
280.567
3 -0.17276923D+04  101.3239068    0.0553980      0.000   124.854    FS
278.146
4 -0.16368022D+04   90.8900584    0.0526078      0.000   131.294    FS
271.706
5 -0.15571307D+04   79.6715677    0.0486751      0.000   153.164    FS
249.836
6 -0.14963871D+04   60.7435590    0.0390099      0.000   222.981    FS
180.019
7 -0.14567553D+04   39.6318205    0.0264850      0.000   333.554    FS
69.446
8 -0.14375900D+04   19.1652773    0.0131561      0.000   399.872    FS
3.128
9 -0.13998370D+04   37.7529823    0.0262613      0.000   403.000    FS
0.000
10 -0.13524075D+04   47.4295279    0.0338822      0.000   403.000    FS
0.000
11 -0.13174189D+04   34.9886345    0.0258714      0.000   403.000    FS
0.000
12 -0.12852966D+04   32.1222444    0.0243827      0.000   403.000    FS
0.000
13 -0.12549505D+04   30.3461344    0.0236102      0.000   403.000    FS
0.000
14 -0.12259838D+04   28.9667331    0.0230820      0.000   403.000    FS
0.000
15 -0.11982754D+04   27.7083679    0.0226009      0.000   403.000    FS
0.000
16 -0.11719666D+04   26.3087457    0.0219555      0.000   403.000    FS
0.000
17 -0.11474411D+04   24.5255599    0.0209268      0.000   403.000    FS
0.000
18 -0.11253103D+04   22.1307923    0.0192871      0.000   403.000    FS
0.000
19 -0.11063945D+04   18.9157548    0.0168094      0.000   403.000    FS
0.000
20 -0.10916396D+04   14.7549290    0.0133360      0.000   403.000    FS
0.000

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 163

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.20115188D+04    0.0000000    0.0000000     81.788    31.163    EM
290.049
2 -0.19696690D+04   41.8498346    0.0208051    116.094     0.000    FS
286.906
3 -0.13584597D+04  611.2092543    0.3103107    124.190     0.000    EM
278.810
4 -0.13240155D+04   34.4442440    0.0253554    126.137     0.000    FS
276.863
5 -0.12135169D+04  110.4985982    0.0834572    129.804     0.000    FS
273.196
6 -0.11303577D+04   83.1591858    0.0685274    139.353     0.000    FS
263.647
7 -0.10853548D+04   45.0028582    0.0398129    160.719     0.000    FS
242.281
8 -0.10733962D+04   11.9586012    0.0110181    190.298     0.000    FS
212.702
9 -0.10722587D+04    1.1375448    0.0010598    206.481     0.000    FS
196.519
10 -0.10722030D+04    0.0556405    0.0000519    210.051     0.000    FS
192.949

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 164

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12507817D+04    0.0000000    0.0000000     92.179    86.578    EM
224.243
2 -0.12325137D+04   18.2680274    0.0146053     70.559   168.116    FS
164.326
3 -0.11614455D+04   71.0682130    0.0576612     52.721   179.293    FS
170.985
4 -0.11143748D+04   47.0706518    0.0405276     19.319   182.819    FS
200.861
5 -0.10916961D+04   22.6787200    0.0203511     13.787   170.743    FS
218.470
6 -0.10787954D+04   12.9006854    0.0118171     11.967   163.989    FS
227.044
7 -0.10742012D+04    4.5942045    0.0042586     15.353   163.957    FS
223.690
8 -0.10717806D+04    2.4206086    0.0022534     16.101   165.732    EM
221.167
9 -0.10710005D+04    0.7800966    0.0007279     16.692   166.918    EM
219.390

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 165

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14439031D+04    0.0000000    0.0000000      1.696   171.208    EM
230.096
2 -0.13724765D+04   71.4266059    0.0494677      0.107   171.157    FS
231.736
3 -0.12374364D+04  135.0400936    0.0983916      0.154   161.288    EM
241.558
4 -0.11518827D+04   85.5537033    0.0691379      0.230   154.800    EM
247.971
5 -0.11118254D+04   40.0573049    0.0347755      0.339   151.394    EM
251.267
6 -0.10963824D+04   15.4429463    0.0138897      0.480   150.243    EM
252.276
7 -0.10881316D+04    8.2508365    0.0075255      0.644   150.547    EM
251.810
8 -0.10827754D+04    5.3561708    0.0049224      0.819   151.768    EM
250.412
9 -0.10793962D+04    3.3792627    0.0031209      0.998   153.545    EM
248.457
10 -0.10773074D+04    2.0887498    0.0019351      1.176   155.616    EM
246.208
11 -0.10760010D+04    1.3064718    0.0012127      1.351   157.804    EM
243.845
12 -0.10751514D+04    0.8495148    0.0007895      1.522   159.994    EM
241.483

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 166

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13699984D+04    0.0000000    0.0000000     10.174   137.526    EM
255.299
2 -0.12607467D+04  109.2516454    0.0797458      2.288   145.256    FS
255.456
3 -0.12094639D+04   51.2828685    0.0406766      0.000   156.566    FS
246.434
4 -0.10916891D+04  117.7748119    0.0973777      0.000   176.528    EM
226.472
5 -0.10801240D+04   11.5650463    0.0105937      0.000   181.319    EM
221.681
6 -0.10769792D+04    3.1447885    0.0029115      0.000   182.036    EM
220.964
7 -0.10752189D+04    1.7602849    0.0016345      0.000   181.977    EM
221.023
8 -0.10741566D+04    1.0623698    0.0009880      0.000   182.020    EM
220.980
9 -0.10735240D+04    0.6325871    0.0005889      0.000   182.320    EM
220.680

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 167

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15015053D+04    0.0000000    0.0000000    138.925     9.115    EM
254.959
2 -0.13361311D+04  165.3742078    0.1101389    127.240     1.988    FS
273.771
3 -0.12172117D+04  118.9193655    0.0890028    128.838     1.623    EM
272.539
4 -0.11697030D+04   47.5086695    0.0390307    129.470     1.446    EM
272.084
5 -0.11372194D+04   32.4836597    0.0277709    131.285     1.103    EM
270.612
6 -0.11133801D+04   23.8392459    0.0209628    133.767     0.874    EM
268.359
7 -0.10977379D+04   15.6422539    0.0140493    136.898     0.772    EM
265.330
8 -0.10883664D+04    9.3714669    0.0085371    140.442     0.729    EM
261.829
9 -0.10828592D+04    5.5072280    0.0050601    144.053     0.778    EM
258.169
10 -0.10795309D+04    3.3282362    0.0030736    147.492     0.942    EM
254.566
11 -0.10773604D+04    2.1705706    0.0020107    150.607     1.249    EM
251.143
12 -0.10759702D+04    1.3902027    0.0012904    153.447     1.604    EM
247.950
13 -0.10748810D+04    1.0891718    0.0010123    155.952     2.021    EM
245.027
14 -0.10740046D+04    0.8763514    0.0008153    158.165     2.460    EM
242.375

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 168

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17796014D+04    0.0000000    0.0000000      0.315   123.127    EM
279.558
2 -0.16664085D+04  113.1928927    0.0636058      0.314   123.135    FS
279.551
3 -0.16646675D+04    1.7410402    0.0010448      0.000   123.456    FS
279.544
4 -0.11818934D+04  482.7740715    0.2900123      0.000   126.732    EM
276.268
5 -0.11341275D+04   47.7659207    0.0404147      0.000   129.421    EM
273.579
6 -0.11073079D+04   26.8196422    0.0236478      0.000   132.983    EM
270.017
7 -0.10930031D+04   14.3047267    0.0129185      0.000   137.071    EM
265.929
8 -0.10854189D+04    7.5842160    0.0069389      0.000   141.293    EM
261.707
9 -0.10812286D+04    4.1902969    0.0038605      0.000   145.391    EM
257.609
10 -0.10787536D+04    2.4749972    0.0022891      0.000   149.242    EM
253.758
11 -0.10771838D+04    1.5698202    0.0014552      0.000   152.802    EM
250.198
12 -0.10761232D+04    1.0606034    0.0009846      0.000   156.072    EM
246.928
13 -0.10753691D+04    0.7541367    0.0007008      0.000   159.071    EM
243.929

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 169

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12044249D+04    0.0000000    0.0000000     78.369    55.949    EM
268.681
2 -0.10958275D+04  108.5973770    0.0901653     92.131    53.187    EM
257.682
3 -0.10782352D+04   17.5923103    0.0160539    118.333    39.830    FS
244.838
4 -0.10713363D+04    6.8989181    0.0063983    111.988    88.406    FS
202.605
5 -0.10703656D+04    0.9706659    0.0009060    112.892    88.748    EM
201.360

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 170

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13270812D+04    0.0000000    0.0000000    177.032    16.048    EM
209.920
2 -0.11344215D+04  192.6597698    0.1451756    159.120    23.118    EM
220.762
3 -0.11143532D+04   20.0682580    0.0176903    142.732    30.954    EM
229.314
4 -0.10998030D+04   14.5501665    0.0130571    129.040    38.831    EM
235.129
5 -0.10895627D+04   10.2403113    0.0093110    118.177    46.175    EM
238.648
6 -0.10827462D+04    6.8164950    0.0062562    109.952    52.589    EM
240.458
7 -0.10784241D+04    4.3221180    0.0039918    103.955    57.911    EM
241.135
8 -0.10757913D+04    2.6328229    0.0024414     99.714    62.152    EM
241.134
9 -0.10742362D+04    1.5550567    0.0014455     96.802    65.427    EM
240.771
10 -0.10733370D+04    0.8991726    0.0008370     94.866    67.894    EM
240.240

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 171

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.29702960D+04    0.0000000    0.0000000     93.121    75.236    EM
234.644
2 -0.25789141D+04  391.3819484    0.1317653     77.290    83.746    FS
241.964
3 -0.21991144D+04  379.7997030    0.1472712     63.758    91.456    FS
247.786
4 -0.18440255D+04  355.0888856    0.1614690     53.108    97.832    FS
252.060
5 -0.15097904D+04  334.2351028    0.1812530     52.179    98.710    FS
252.111
6 -0.13815793D+04  128.2110686    0.0849198     60.853   101.643    FS
240.505
7 -0.13400009D+04   41.5784304    0.0300949     99.556   123.600    FS
179.844
8 -0.13001036D+04   39.8972876    0.0297741    147.354   146.313    FS
109.333
9 -0.12665237D+04   33.5798988    0.0258286    183.774   152.291    FS
66.935
10 -0.12364500D+04   30.0737261    0.0237451    143.302   138.511    FS
121.187
11 -0.12066935D+04   29.7564945    0.0240661    117.728   133.847    FS
151.425
12 -0.11784042D+04   28.2892848    0.0234436    103.460   126.628    FS
172.912
13 -0.11520271D+04   26.3771053    0.0223838     94.203   118.835    FS
189.962
14 -0.11284287D+04   23.5983874    0.0204842     93.304   109.945    FS
199.751
15 -0.11086183D+04   19.8104035    0.0175557     96.307   100.387    FS
206.306
16 -0.10933942D+04   15.2240732    0.0137325    101.257    91.985    FS
209.759
17 -0.10828024D+04   10.5918604    0.0096871    106.515    86.205    FS
210.280
18 -0.10760848D+04    6.7175310    0.0062038    112.903    82.424    FS
207.673
19 -0.10722342D+04    3.8506341    0.0035784    121.994    78.697    FS
202.309
20 -0.10704235D+04    1.8107430    0.0016888    133.704    74.055    FS
195.241

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 172

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13646405D+04    0.0000000    0.0000000     44.462    95.597    EM
262.941
2 -0.12507671D+04  113.8733733    0.0834457      7.069   137.698    FS
258.233
3 -0.12488224D+04    1.9447137    0.0015548      0.000   172.626    FS
230.374
4 -0.11025263D+04  146.2961136    0.1171472      0.000   178.185    EM
224.815
5 -0.10906689D+04   11.8574644    0.0107548      0.000   177.465    EM
225.535
6 -0.10843761D+04    6.2927549    0.0057696      0.000   175.693    EM
227.307
7 -0.10800915D+04    4.2846119    0.0039512      0.000   174.397    EM
228.603
8 -0.10772912D+04    2.8002835    0.0025926      0.000   173.847    EM
229.153
9 -0.10755433D+04    1.7478910    0.0016225      0.000   173.936    EM
229.064
10 -0.10744856D+04    1.0577300    0.0009834      0.000   174.483    EM
228.517
11 -0.10738515D+04    0.6341130    0.0005902      0.000   175.331    EM
227.669

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 173

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.20244734D+04    0.0000000    0.0000000    129.347    23.561    EM
250.092
2 -0.12543463D+04  770.1271243    0.3804086     93.480    35.201    EM
274.318
3 -0.11880732D+04   66.2731210    0.0528348     78.497    50.634    EM
273.869
4 -0.11410598D+04   47.0134362    0.0395712     67.292    63.970    EM
271.738
5 -0.11104392D+04   30.6205479    0.0268352     59.612    74.625    EM
268.763
6 -0.10926708D+04   17.7683777    0.0160012     54.700    83.140    EM
265.160
7 -0.10831057D+04    9.5651103    0.0087539     51.735    89.967    EM
261.298
8 -0.10781090D+04    4.9967071    0.0046133     50.071    95.408    EM
257.521
9 -0.10754776D+04    2.6314520    0.0024408     49.243    99.721    EM
254.037
10 -0.10740375D+04    1.4400512    0.0013390     48.932   103.150    EM
250.917
11 -0.10731996D+04    0.8379555    0.0007802     48.933   105.911    EM
248.156

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 174

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12559039D+04    0.0000000    0.0000000     17.813   116.760    EM
268.427
2 -0.12481990D+04    7.7049314    0.0061350      0.015   136.273    FS
266.713
3 -0.10959180D+04  152.2810083    0.1220006      0.016   146.342    EM
256.642
4 -0.10807285D+04   15.1894986    0.0138601      0.018   149.920    EM
253.062
5 -0.10778755D+04    2.8530178    0.0026399      0.022   152.945    EM
250.033
6 -0.10765205D+04    1.3549926    0.0012571      0.027   155.889    EM
247.085
7 -0.10756116D+04    0.9088848    0.0008443      0.037   158.695    EM
244.268

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 175

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12830964D+04    0.0000000    0.0000000     47.807   333.626    EM
21.567
2 -0.10897511D+04  193.3452731    0.1506865     54.901   323.099    EM
25.000
3 -0.10844636D+04    5.2875615    0.0048521     60.720   314.468    EM
27.812
4 -0.10810532D+04    3.4103373    0.0031447     65.431   307.484    EM
30.085
5 -0.10786985D+04    2.3547153    0.0021782     69.237   301.841    EM
31.922
6 -0.10770308D+04    1.6677449    0.0015461     72.330   297.253    EM
33.418
7 -0.10758381D+04    1.1926991    0.0011074     74.866   293.485    EM
34.650
8 -0.10749853D+04    0.8527537    0.0007926     76.970   290.353    EM
35.677

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 176

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.18197536D+04    0.0000000    0.0000000      0.000   147.379    EM
255.621
2 -0.16160587D+04  203.6949132    0.1119354      0.000   146.631    FS
256.369
3 -0.15926788D+04   23.3798767    0.0144672      0.000   146.635    FS
256.365
4 -0.13601962D+04  232.4826443    0.1459696      0.000   156.079    EM
246.921
5 -0.12249218D+04  135.2743913    0.0994521      0.000   154.136    EM
248.864
6 -0.11384422D+04   86.4795329    0.0706000      0.000   151.751    EM
251.249
7 -0.10980590D+04   40.3832383    0.0354724      0.000   150.936    EM
252.064
8 -0.10854789D+04   12.5801110    0.0114567      0.000   151.642    EM
251.358
9 -0.10809163D+04    4.5626125    0.0042033      0.000   153.303    EM
249.697
10 -0.10782901D+04    2.6261701    0.0024296      0.000   155.447    EM
247.553
11 -0.10766646D+04    1.6254701    0.0015075      0.000   157.796    EM
245.204
12 -0.10756284D+04    1.0362283    0.0009624      0.000   160.193    EM
242.807
13 -0.10749355D+04    0.6929487    0.0006442      0.000   162.551    EM
240.449

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 177

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16161325D+04    0.0000000    0.0000000    126.426     2.695    EM
273.879
2 -0.15407187D+04   75.4137793    0.0466631    129.536     0.303    FS
273.161
3 -0.11747670D+04  365.9516702    0.2375201    129.253     0.304    EM
273.443
4 -0.11392918D+04   35.4751949    0.0301976    130.552     0.465    EM
271.983
5 -0.11139238D+04   25.3680516    0.0222665    132.974     0.660    EM
269.366
6 -0.10977680D+04   16.1558030    0.0145035    136.086     0.863    EM
266.050
7 -0.10882637D+04    9.5043002    0.0086578    139.581     1.073    EM
262.346
8 -0.10827978D+04    5.4658435    0.0050225    143.164     1.298    EM
258.538
9 -0.10795638D+04    3.2340717    0.0029868    146.627     1.553    EM
254.820
10 -0.10775191D+04    2.0446227    0.0018939    149.843     1.859    EM
251.298
11 -0.10760802D+04    1.4389064    0.0013354    152.726     2.256    EM
248.018
12 -0.10748037D+04    1.2764895    0.0011862    155.134     2.871    EM
244.995
13 -0.10730771D+04    1.7266874    0.0016065    156.815     3.943    EM
242.241
14 -0.10709168D+04    2.1602630    0.0020131    158.063     5.191    EM
239.746
15 -0.10695757D+04    1.3410904    0.0012523    159.476     6.093    EM
237.431
16 -0.10689710D+04    0.6047173    0.0005654    161.099     6.674    EM
235.227

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 178

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13803061D+04    0.0000000    0.0000000     99.815    39.707    EM
263.478
2 -0.12998337D+04   80.4724001    0.0583004     40.208    90.527    FS
272.265
3 -0.11034996D+04  196.3340832    0.1510455     53.667    88.457    EM
260.876
4 -0.10863277D+04   17.1718359    0.0155613     63.494    82.461    EM
257.046
5 -0.10795746D+04    6.7531252    0.0062165     71.357    77.798    EM
253.845
6 -0.10760993D+04    3.4753664    0.0032192     77.530    74.624    EM
250.846
7 -0.10742851D+04    1.8141662    0.0016859     82.260    72.563    EM
248.177
8 -0.10733240D+04    0.9610740    0.0008946     85.826    71.273    EM
245.902

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 179

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14280443D+04    0.0000000    0.0000000      0.066   159.958    EM
242.977
2 -0.13870143D+04   41.0299634    0.0287316      0.000   155.693    FS
247.307
3 -0.12765017D+04  110.5126216    0.0796766      0.000   153.881    FS
249.119
4 -0.10837997D+04  192.7020317    0.1509610      0.000   164.946    EM
238.054
5 -0.10785353D+04    5.2643500    0.0048573      0.000   167.644    EM
235.356
6 -0.10763829D+04    2.1524373    0.0019957      0.000   168.760    EM
234.240
7 -0.10750973D+04    1.2855688    0.0011943      0.000   169.793    EM
233.207
8 -0.10743187D+04    0.7786562    0.0007243      0.000   170.985    EM
232.015

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 180

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16631143D+04    0.0000000    0.0000000     25.523   139.116    EM
238.361
2 -0.14741226D+04  188.9917021    0.1136372      2.322   130.846    FS
269.832
3 -0.11598934D+04  314.2291734    0.2131635      1.799   142.535    EM
258.666
4 -0.11356839D+04   24.2095042    0.0208722      1.306   142.980    EM
258.714
5 -0.11173249D+04   18.3589830    0.0161656      0.966   142.549    EM
259.485
6 -0.11029395D+04   14.3853903    0.0128748      0.750   143.041    EM
259.208
7 -0.10925111D+04   10.4283959    0.0094551      0.636   144.488    EM
257.876
8 -0.10855167D+04    6.9943772    0.0064021      0.619   146.595    EM
255.785
9 -0.10810473D+04    4.4693998    0.0041173      0.715   149.037    EM
253.248
10 -0.10781867D+04    2.8606377    0.0026462      0.944   151.532    EM
250.524
11 -0.10762746D+04    1.9120684    0.0017734      1.283   153.914    EM
247.802
12 -0.10749468D+04    1.3278576    0.0012338      1.647   156.155    EM
245.198
13 -0.10739840D+04    0.9628072    0.0008957      1.958   158.279    EM
242.763

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 181

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15758836D+04    0.0000000    0.0000000      0.016   126.399    EM
276.585
2 -0.14723917D+04  103.4918733    0.0656723      0.043   126.373    FS
276.584
3 -0.14703273D+04    2.0644007    0.0014021      0.000   126.398    FS
276.602
4 -0.11693908D+04  300.9365438    0.2046732      0.000   139.738    EM
263.262
5 -0.11376376D+04   31.7532109    0.0271536      0.000   140.340    EM
262.660
6 -0.11181457D+04   19.4918266    0.0171336      0.000   140.362    EM
262.638
7 -0.11031895D+04   14.9562010    0.0133759      0.000   141.359    EM
261.641
8 -0.10925685D+04   10.6210677    0.0096276      0.000   143.273    EM
259.727
9 -0.10856311D+04    6.9373501    0.0063496      0.000   145.817    EM
257.183
10 -0.10813340D+04    4.2971176    0.0039582      0.000   148.703    EM
254.297
11 -0.10787063D+04    2.6276781    0.0024300      0.000   151.710    EM
251.290
12 -0.10770618D+04    1.6445717    0.0015246      0.000   154.689    EM
248.311
13 -0.10759843D+04    1.0774979    0.0010004      0.000   157.557    EM
245.443
14 -0.10752401D+04    0.7441847    0.0006916      0.000   160.273    EM
242.727

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 182

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15764085D+04    0.0000000    0.0000000     37.220   128.909    EM
236.871
2 -0.15300246D+04   46.3839222    0.0294238    182.809    43.038    FS
177.153
3 -0.14687341D+04   61.2904564    0.0400585    118.117     7.407    FS
277.476
4 -0.13679538D+04  100.7803387    0.0686171    119.587     8.470    FS
274.943
5 -0.12916769D+04   76.2768693    0.0557598    124.714     9.243    FS
269.044
6 -0.12423784D+04   49.2984913    0.0381663    134.027     9.649    FS
259.324
7 -0.12090373D+04   33.3411408    0.0268365    142.128     9.402    FS
251.469
8 -0.11804402D+04   28.5970560    0.0236527    144.973     9.159    FS
248.869
9 -0.11543462D+04   26.0940408    0.0221053    146.537     8.985    FS
247.478
10 -0.11361328D+04   18.2133483    0.0157781    146.870     8.551    FS
247.579
11 -0.11144651D+04   21.6677207    0.0190715    151.751     7.740    FS
243.509
12 -0.10976790D+04   16.7860979    0.0150620    155.448     7.888    FS
239.664
13 -0.10853650D+04   12.3140027    0.0112182    161.312     7.709    FS
233.979
14 -0.10832678D+04    2.0971841    0.0019322    158.354     9.889    FS
234.757
15 -0.10756483D+04    7.6194952    0.0070338    183.672     3.775    FS
215.553
16 -0.10722357D+04    3.4125794    0.0031726    184.357     4.980    EM
213.663
17 -0.10715408D+04    0.6949122    0.0006481    184.594     5.687    EM
212.719

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 183

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.23777616D+04    0.0000000    0.0000000     98.218    31.161    EM
273.620
2 -0.20057321D+04  372.0295756    0.1564621    103.795    24.205    FS
275.000
3 -0.16716229D+04  334.1091113    0.1665771    105.982    21.987    FS
275.031
4 -0.14410479D+04  230.5750226    0.1379348    107.592    20.748    FS
274.660
5 -0.13743935D+04   66.6544291    0.0462541    125.231     0.003    FS
277.765
6 -0.12904036D+04   83.9899199    0.0611105    126.532     0.000    FS
276.468
7 -0.12227508D+04   67.6528230    0.0524276    129.167     0.000    FS
273.833
8 -0.11317221D+04   91.0286118    0.0744458    136.959     0.000    FS
266.041
9 -0.10896366D+04   42.0855192    0.0371871    155.795     0.000    FS
247.205
10 -0.10751900D+04   14.4466258    0.0132582    184.683     0.000    FS
218.317
11 -0.10724158D+04    2.7741694    0.0025802    203.309     0.000    FS
199.691
12 -0.10722112D+04    0.2046653    0.0001908    209.693     0.000    FS
193.307

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 184

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15609682D+04    0.0000000    0.0000000      0.789   137.967    EM
264.244
2 -0.15549123D+04    6.0559377    0.0038796      0.000   139.624    FS
263.376
3 -0.12496212D+04  305.2911228    0.1963398      0.000   137.980    FS
265.020
4 -0.11467158D+04  102.9054141    0.0823493      0.000   134.550    FS
268.450
5 -0.11003860D+04   46.3298053    0.0404022      0.000   148.927    FS
254.073
6 -0.10782541D+04   22.1318218    0.0201128      0.000   174.229    FS
228.771
7 -0.10728176D+04    5.4365542    0.0050420      0.000   197.324    FS
205.676
8 -0.10722404D+04    0.5772295    0.0005381      0.000   207.508    FS
195.492

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 185

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16951043D+04    0.0000000    0.0000000      3.427   378.346    EM
21.226
2 -0.16596660D+04   35.4383201    0.0209063      0.000   392.299    FS
10.701
3 -0.13664800D+04  293.1859617    0.1766536      0.000   403.000    FS
0.000
4 -0.12494453D+04  117.0347551    0.0856469      0.000   403.000    FS
0.000
5 -0.12069809D+04   42.4643946    0.0339866      0.000   403.000    FS
0.000
6 -0.11750273D+04   31.9535997    0.0264740      0.000   403.000    FS
0.000
7 -0.11480712D+04   26.9560982    0.0229408      0.000   403.000    FS
0.000
8 -0.11248727D+04   23.1985175    0.0202065      0.000   403.000    FS
0.000
9 -0.11055955D+04   19.2772079    0.0171372      0.000   403.000    FS
0.000
10 -0.10909000D+04   14.6954494    0.0132919      0.000   403.000    FS
0.000
11 -0.10813512D+04    9.5488014    0.0087531      0.000   403.000    FS
0.000
12 -0.10766701D+04    4.6811398    0.0043290      0.000   403.000    FS
0.000
13 -0.10752095D+04    1.4605493    0.0013565      0.000   403.000    FS
0.000
14 -0.10749545D+04    0.2550197    0.0002372      0.000   403.000    FS
0.000

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 186

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16091679D+04    0.0000000    0.0000000      0.283   194.023    EM
208.694
2 -0.11060724D+04  503.0954673    0.3126432      0.091   196.116    EM
206.792
3 -0.10953259D+04   10.7464704    0.0097159      0.041   193.418    EM
209.541
4 -0.10879312D+04    7.3946878    0.0067511      0.038   189.773    EM
213.190
5 -0.10825460D+04    5.3852170    0.0049500      0.072   186.630    EM
216.298
6 -0.10787377D+04    3.8082956    0.0035179      0.178   184.344    EM
218.478
7 -0.10760715D+04    2.6662553    0.0024716      0.397   182.815    EM
219.787
8 -0.10742591D+04    1.8123322    0.0016842      0.632   181.954    EM
220.415
9 -0.10731590D+04    1.1001660    0.0010241      0.764   181.704    EM
220.532
10 -0.10725301D+04    0.6288597    0.0005860      0.820   181.908    EM
220.272

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 187

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12968971D+04    0.0000000    0.0000000      0.098   311.515    EM
91.387
2 -0.12941624D+04    2.7347775    0.0021087      0.000   312.242    FS
90.758
3 -0.11810789D+04  113.0834574    0.0873797      0.000   272.174    EM
130.826
4 -0.11311746D+04   49.9042998    0.0422531      0.000   240.293    EM
162.707
5 -0.11094604D+04   21.7141960    0.0191961      0.000   218.943    EM
184.057
6 -0.10975116D+04   11.9487968    0.0107699      0.000   205.601    EM
197.399
7 -0.10893704D+04    8.1411912    0.0074179      0.000   197.338    EM
205.662
8 -0.10835706D+04    5.7998639    0.0053241      0.000   192.164    EM
210.836
9 -0.10795256D+04    4.0449587    0.0037330      0.000   188.935    EM
214.065
10 -0.10768234D+04    2.7021976    0.0025031      0.000   187.002    EM
215.998
11 -0.10750989D+04    1.7245092    0.0016015      0.000   185.963    EM
217.037
12 -0.10740412D+04    1.0576831    0.0009838      0.000   185.545    EM
217.455
13 -0.10734109D+04    0.6303381    0.0005869      0.000   185.554    EM
217.446

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 188

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17896457D+04    0.0000000    0.0000000     26.375   100.695    EM
275.930
2 -0.15679134D+04  221.7323214    0.1238973      0.158   128.223    FS
274.619
3 -0.13869588D+04  180.9545239    0.1154110      0.000   129.954    FS
273.046
4 -0.13600399D+04   26.9189745    0.0194086      0.000   128.833    FS
274.167
5 -0.12597697D+04  100.2701553    0.0737259      0.000   135.967    FS
267.033
6 -0.11883014D+04   71.4682965    0.0567312      0.000   149.637    FS
253.363
7 -0.11371376D+04   51.1637816    0.0430562      0.000   165.754    FS
237.246
8 -0.11031563D+04   33.9813027    0.0298832      0.000   174.295    FS
228.705
9 -0.10841072D+04   19.0490854    0.0172678      0.000   177.182    FS
225.818
10 -0.10760902D+04    8.0170738    0.0073951      0.000   183.882    FS
219.118
11 -0.10732515D+04    2.8387039    0.0026380      0.000   195.517    FS
207.483
12 -0.10723724D+04    0.8790212    0.0008190      0.000   206.766    FS
196.234

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 189

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16777230D+04    0.0000000    0.0000000     46.694   174.986    EM
181.320
2 -0.14541327D+04  223.5902236    0.1332701     29.729   123.692    FS
249.579
3 -0.11168228D+04  337.3098930    0.2319664     36.484   110.564    EM
255.952
4 -0.11015962D+04   15.2266090    0.0136339     42.937   103.575    EM
256.488
5 -0.10911712D+04   10.4249937    0.0094635     48.880    98.782    EM
255.337
6 -0.10842056D+04    6.9656409    0.0063836     54.240    95.206    EM
253.554
7 -0.10797414D+04    4.4642114    0.0041175     58.902    92.558    EM
251.540
8 -0.10769721D+04    2.7692521    0.0025647     62.831    90.639    EM
249.530
9 -0.10752753D+04    1.6968735    0.0015756     66.077    89.277    EM
247.647
10 -0.10742236D+04    1.0516499    0.0009780     68.727    88.328    EM
245.945
11 -0.10735524D+04    0.6711919    0.0006248     70.880    87.681    EM
244.440

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 190

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16600962D+04    0.0000000    0.0000000     89.216    36.118    EM
277.665
2 -0.14183018D+04  241.7944327    0.1456509     93.051    32.329    FS
277.620
3 -0.13356325D+04   82.6692550    0.0582875    119.219     5.648    FS
278.133
4 -0.11077723D+04  227.8602282    0.1706010    127.148     4.530    EM
271.322
5 -0.10964897D+04   11.2825559    0.0101849    144.467     0.000    FS
258.533
6 -0.10794357D+04   17.0540388    0.0155533    150.542     0.000    EM
252.458
7 -0.10772729D+04    2.1627914    0.0020036    153.989     0.000    EM
249.011
8 -0.10761303D+04    1.1426054    0.0010606    156.979     0.000    EM
246.021
9 -0.10753472D+04    0.7830689    0.0007277    159.757     0.000    EM
243.243

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 191

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13886618D+04    0.0000000    0.0000000    352.940     3.012    EM
47.048
2 -0.12079441D+04  180.7177833    0.1301381    318.548     1.201    EM
83.252
3 -0.11374396D+04   70.5044342    0.0583673    181.173     0.000    FS
221.827
4 -0.10889678D+04   48.4718578    0.0426149    157.838     0.000    FS
245.162
5 -0.10770135D+04   11.9543028    0.0109776    174.514     0.000    FS
228.486
6 -0.10739101D+04    3.1033097    0.0028814    186.986     0.000    FS
216.014
7 -0.10726224D+04    1.2877773    0.0011991    200.266     0.000    FS
202.734
8 -0.10722535D+04    0.3688300    0.0003439    209.279     0.000    FS
193.721

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 192

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12709740D+04    0.0000000    0.0000000     35.829    93.761    EM
273.410
2 -0.11277456D+04  143.2284280    0.1126919     42.852    95.202    EM
264.946
3 -0.11008922D+04   26.8533512    0.0238115     45.663    95.720    EM
261.617
4 -0.10892653D+04   11.6269085    0.0105614     47.099    97.284    EM
258.616
5 -0.10828116D+04    6.4536859    0.0059248     48.156    99.335    EM
255.509
6 -0.10790451D+04    3.7665026    0.0034784     49.139   101.495    EM
252.367
7 -0.10767717D+04    2.2733807    0.0021068     50.127   103.583    EM
249.290
8 -0.10753350D+04    1.4366985    0.0013343     51.130   105.524    EM
246.346
9 -0.10743771D+04    0.9579518    0.0008908     52.140   107.293    EM
243.567

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 193

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13199381D+04    0.0000000    0.0000000    100.959   171.223    EM
130.817
2 -0.11886580D+04  131.2801319    0.0994593    102.845   152.673    EM
147.482
3 -0.11244059D+04   64.2520471    0.0540543    105.303   136.626    EM
161.070
4 -0.10982894D+04   26.1164958    0.0232269    107.738   124.031    EM
171.231
5 -0.10881823D+04   10.1071125    0.0092026    110.039   114.494    EM
178.467
6 -0.10819485D+04    6.2338487    0.0057287    112.065   107.361    EM
183.574
7 -0.10776028D+04    4.3457287    0.0040166    113.779   102.058    EM
187.163
8 -0.10746833D+04    2.9194426    0.0027092    115.208    98.133    EM
189.659
9 -0.10728009D+04    1.8824489    0.0017516    116.401    95.238    EM
191.361
10 -0.10716308D+04    1.1701093    0.0010907    117.405    93.109    EM
192.486
11 -0.10709251D+04    0.7056236    0.0006585    118.263    91.541    EM
193.195

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 194

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19847952D+04    0.0000000    0.0000000     30.641    94.670    EM
277.689
2 -0.18343612D+04  150.4339507    0.0757932      0.427   123.820    FS
278.754
3 -0.18273712D+04    6.9900398    0.0038106      0.000   124.318    FS
278.682
4 -0.14215258D+04  405.8454343    0.2220925      0.000   129.559    EM
273.441
5 -0.12596153D+04  161.9105064    0.1138991      0.000   132.971    EM
270.029
6 -0.11535070D+04  106.1082183    0.0842386      0.000   136.807    EM
266.193
7 -0.10999212D+04   53.5858746    0.0464547      0.000   140.608    EM
262.392
8 -0.10826973D+04   17.2238991    0.0156592      0.000   144.484    EM
258.516
9 -0.10788535D+04    3.8437765    0.0035502      0.000   148.419    EM
254.581
10 -0.10772417D+04    1.6117907    0.0014940      0.000   152.166    EM
250.834
11 -0.10761690D+04    1.0726881    0.0009958      0.000   155.595    EM
247.405
12 -0.10754045D+04    0.7645385    0.0007104      0.000   158.709    EM
244.291

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 195

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17542221D+04    0.0000000    0.0000000     46.748    96.547    EM
259.705
2 -0.15340498D+04  220.1722715    0.1255099     48.895    83.480    FS
270.625
3 -0.11406551D+04  393.3946680    0.2564419     56.473    78.885    EM
267.641
4 -0.11164680D+04   24.1871037    0.0212046     60.812    76.148    EM
266.039
5 -0.11001727D+04   16.2952718    0.0145954     64.483    74.629    EM
263.888
6 -0.10894836D+04   10.6890876    0.0097158     67.840    74.026    EM
261.135
7 -0.10828529D+04    6.6307155    0.0060861     70.968    74.026    EM
258.006
8 -0.10788237D+04    4.0292639    0.0037210     73.876    74.392    EM
254.732
9 -0.10763359D+04    2.4877891    0.0023060     76.553    74.966    EM
251.482
10 -0.10747362D+04    1.5997076    0.0014863     78.989    75.651    EM
248.360
11 -0.10736551D+04    1.0810859    0.0010059     81.189    76.392    EM
245.419
12 -0.10728893D+04    0.7657659    0.0007132     83.163    77.158    EM
242.679

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 196

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12693485D+04    0.0000000    0.0000000     53.762    76.231    EM
273.007
2 -0.12236871D+04   45.6613157    0.0359722     96.541    37.649    FS
268.810
3 -0.10838022D+04  139.8849473    0.1143143    112.080    36.197    EM
254.722
4 -0.10781146D+04    5.6875640    0.0052478    119.047    32.780    EM
251.173
5 -0.10757334D+04    2.3811734    0.0022086    123.152    30.617    EM
249.232
6 -0.10744340D+04    1.2994324    0.0012080    125.884    29.423    EM
247.693
7 -0.10736644D+04    0.7696030    0.0007163    127.808    28.826    EM
246.366

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 197

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.27405214D+04    0.0000000    0.0000000      8.112   111.237    EM
283.651
2 -0.24572864D+04  283.2349654    0.1033508      7.627   111.852    FS
283.521
3 -0.23413358D+04  115.9506039    0.0471864      6.528   113.332    FS
283.139
4 -0.22234981D+04  117.8376940    0.0503293     13.117   109.057    FS
280.827
5 -0.20811734D+04  142.3247486    0.0640094     24.122   101.341    FS
277.537
6 -0.20294465D+04   51.7269170    0.0248547     83.979    39.369    FS
279.653
7 -0.18948587D+04  134.5877305    0.0663175     80.817    41.785    FS
280.398
8 -0.17771090D+04  117.7497470    0.0621417     75.171    48.821    FS
279.007
9 -0.16666486D+04  110.4603353    0.0621573     73.744    53.216    FS
276.040
10 -0.15879894D+04   78.6592272    0.0471960     70.080    59.128    FS
273.791
11 -0.14867156D+04  101.2738533    0.0637749     55.256    84.821    FS
262.922
12 -0.14190979D+04   67.6176644    0.0454812     61.596    78.070    FS
263.334
13 -0.13703417D+04   48.7561978    0.0343572     60.651    97.336    FS
245.013
14 -0.13685060D+04    1.8357533    0.0013396     49.465    83.476    FS
270.059
15 -0.13060991D+04   62.4068286    0.0456022     63.446    68.807    FS
270.746
16 -0.12406205D+04   65.4786168    0.0501330     89.734    66.934    FS
246.332
17 -0.11980963D+04   42.5242424    0.0342766    135.441    88.261    FS
179.298
18 -0.11635414D+04   34.5548543    0.0288415    206.507   100.248    FS
96.244
19 -0.11321037D+04   31.4377259    0.0270190    203.475   109.402    FS
90.123
20 -0.11127173D+04   19.3863515    0.0171242    131.924    98.606    FS
172.470

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 198

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15592769D+04    0.0000000    0.0000000      0.001   124.330    EM
278.669
2 -0.15487925D+04   10.4843751    0.0067239      0.000   124.365    FS
278.635
3 -0.13173172D+04  231.4753149    0.1494553      0.000   124.973    EM
278.027
4 -0.12398769D+04   77.4402482    0.0587863      0.000   125.744    EM
277.256
5 -0.11768526D+04   63.0242933    0.0508311      0.000   127.280    EM
275.720
6 -0.11335588D+04   43.2938617    0.0367878      0.000   129.805    EM
273.195
7 -0.11076538D+04   25.9049943    0.0228528      0.000   133.226    EM
269.774
8 -0.10933686D+04   14.2852139    0.0128968      0.000   137.190    EM
265.810
9 -0.10856555D+04    7.7130363    0.0070544      0.000   141.324    EM
261.676
10 -0.10813665D+04    4.2890624    0.0039507      0.000   145.369    EM
257.631
11 -0.10788346D+04    2.5319045    0.0023414      0.000   149.188    EM
253.812
12 -0.10772340D+04    1.6005871    0.0014836      0.000   152.733    EM
250.267
13 -0.10761565D+04    1.0775372    0.0010003      0.000   155.996    EM
247.004
14 -0.10753925D+04    0.7639770    0.0007099      0.000   158.993    EM
244.007

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 199

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.11527604D+04    0.0000000    0.0000000    215.649    89.281    EM
98.070
2 -0.10821540D+04   70.6064534    0.0612499    220.233    83.068    EM
99.699
3 -0.10742858D+04    7.8681657    0.0072708    222.696    79.428    EM
100.877
4 -0.10726094D+04    1.6764249    0.0015605    224.279    76.936    EM
101.785
5 -0.10717438D+04    0.8656073    0.0008070    225.325    75.175    EM
102.500

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 200

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13818991D+04    0.0000000    0.0000000     62.939    82.458    EM
257.603
2 -0.12644865D+04  117.4126450    0.0849647     62.625    63.791    FS
276.584
3 -0.12166459D+04   47.8405358    0.0378340     12.172   115.162    FS
275.666
4 -0.11442504D+04   72.3954725    0.0595041     30.464   120.090    FS
252.445
5 -0.11176488D+04   26.6015992    0.0232481      0.000   131.829    FS
271.171
6 -0.11124206D+04    5.2282894    0.0046779      0.000   131.829    FS
271.171
7 -0.10845812D+04   27.8393471    0.0250259      0.000   147.100    FS
255.900
8 -0.10747144D+04    9.8667691    0.0090973      0.000   175.283    FS
227.717
9 -0.10724691D+04    2.2453657    0.0020893      0.000   200.566    FS
202.434
10 -0.10722190D+04    0.2500716    0.0002332      0.000   208.918    FS
194.082

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 201

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.18730780D+04    0.0000000    0.0000000      6.652   116.736    EM
279.612
2 -0.16364856D+04  236.5923623    0.1263121      1.183   122.645    FS
279.172
3 -0.11769495D+04  459.5360486    0.2808067      1.988   127.665    EM
273.347
4 -0.11152579D+04   61.6916040    0.0524165      3.427   130.050    EM
269.523
5 -0.10934746D+04   21.7833626    0.0195321      6.091   129.786    EM
267.123
6 -0.10843588D+04    9.1157696    0.0083365      9.094   129.707    EM
264.199
7 -0.10794577D+04    4.9011617    0.0045199     11.621   130.428    EM
260.951
8 -0.10767943D+04    2.6633096    0.0024673     13.470   131.682    EM
257.848
9 -0.10752496D+04    1.5447635    0.0014346     14.765   133.167    EM
255.068
10 -0.10742772D+04    0.9724053    0.0009044     15.671   134.725    EM
252.604

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 202

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14925848D+04    0.0000000    0.0000000    113.423    12.662    EM
276.915
2 -0.12965304D+04  196.0543513    0.1313522    110.367    16.834    EM
275.799
3 -0.12471572D+04   49.3732149    0.0380810    104.412    22.852    EM
275.735
4 -0.11985743D+04   48.5828833    0.0389549     97.498    30.459    EM
275.043
5 -0.11554100D+04   43.1642746    0.0360130     90.719    38.836    EM
273.445
6 -0.11228830D+04   32.5270285    0.0281519     85.085    47.094    EM
270.822
7 -0.11018627D+04   21.0202736    0.0187199     81.017    54.637    EM
267.345
8 -0.10896629D+04   12.1998631    0.0110720     78.412    61.188    EM
263.401
9 -0.10829178D+04    6.7450986    0.0061901     76.931    66.696    EM
259.373
10 -0.10791684D+04    3.7493810    0.0034623     76.226    71.255    EM
255.519
11 -0.10769948D+04    2.1736008    0.0020141     76.018    75.024    EM
251.958
12 -0.10756587D+04    1.3360672    0.0012406     76.113    78.164    EM
248.722
13 -0.10747865D+04    0.8722587    0.0008109     76.388    80.815    EM
245.797

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 203

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13528347D+04    0.0000000    0.0000000    133.937    18.650    EM
250.413
2 -0.13151686D+04   37.6661486    0.0278424    132.011     0.001    FS
270.988
3 -0.12475798D+04   67.5887429    0.0513917    145.395     0.000    FS
257.605
4 -0.11879351D+04   59.6447569    0.0478084    158.863     0.000    FS
244.137
5 -0.11324447D+04   55.4903556    0.0467116    179.583     0.000    FS
223.417
6 -0.10979844D+04   34.4603334    0.0304300    186.437     0.000    FS
216.563
7 -0.10805101D+04   17.4742840    0.0159149    184.466     0.000    FS
218.534
8 -0.10742713D+04    6.2387679    0.0057739    189.473     0.000    FS
213.527
9 -0.10725756D+04    1.6957756    0.0015785    200.854     0.000    FS
202.146
10 -0.10722349D+04    0.3406373    0.0003176    209.759     0.000    FS
193.241

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 204

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17683515D+04    0.0000000    0.0000000      0.029   136.222    EM
266.749
2 -0.16111289D+04  157.2225941    0.0889091      0.023   136.080    FS
266.897
3 -0.16030186D+04    8.1103496    0.0050340      0.000   136.108    FS
266.892
4 -0.12182194D+04  384.7992316    0.2400466      0.000   132.878    EM
270.122
5 -0.11846325D+04   33.5868222    0.0275704      0.000   132.022    EM
270.978
6 -0.11536377D+04   30.9948160    0.0261641      0.000   132.394    EM
270.606
7 -0.11273151D+04   26.3226182    0.0228171      0.000   133.794    EM
269.206
8 -0.11076434D+04   19.6717159    0.0174501      0.000   136.100    EM
266.900
9 -0.10946066D+04   13.0368343    0.0117699      0.000   139.096    EM
263.904
10 -0.10866546D+04    7.9520111    0.0072647      0.000   142.499    EM
260.501
11 -0.10819637D+04    4.6908145    0.0043167      0.000   146.045    EM
256.955
12 -0.10791618D+04    2.8019275    0.0025897      0.000   149.543    EM
253.457
13 -0.10774139D+04    1.7479555    0.0016197      0.000   152.888    EM
250.112
14 -0.10762608D+04    1.1530082    0.0010702      0.000   156.029    EM
246.971
15 -0.10754580D+04    0.8028128    0.0007459      0.000   158.952    EM
244.048

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 205

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13375033D+04    0.0000000    0.0000000     39.975    89.896    EM
273.130
2 -0.12181611D+04  119.3421732    0.0892276     33.189    97.273    EM
272.538
3 -0.12022895D+04   15.8716440    0.0130292      0.038   126.559    FS
276.402
4 -0.11143675D+04   87.9219356    0.0731288      0.000   133.039    EM
269.961
5 -0.10978976D+04   16.4698994    0.0147796      0.000   136.686    EM
266.314
6 -0.10883666D+04    9.5310352    0.0086812      0.000   140.457    EM
262.543
7 -0.10829379D+04    5.4286835    0.0049879      0.000   144.301    EM
258.699
8 -0.10797707D+04    3.1672034    0.0029246      0.000   148.044    EM
254.956
9 -0.10778235D+04    1.9471981    0.0018033      0.000   151.585    EM
251.415
10 -0.10765512D+04    1.2723435    0.0011805      0.000   154.884    EM
248.116
11 -0.10756716D+04    0.8795627    0.0008170      0.000   157.936    EM
245.064

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 206

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12685310D+04    0.0000000    0.0000000     21.633   128.422    EM
252.945
2 -0.11392138D+04  129.3172404    0.1019425      9.000   126.913    EM
267.087
3 -0.10915242D+04   47.6895651    0.0418618      5.257   132.583    EM
265.160
4 -0.10823930D+04    9.1312129    0.0083656      4.140   137.736    EM
261.123
5 -0.10788640D+04    3.5290350    0.0032604      3.802   142.089    EM
257.108
6 -0.10769158D+04    1.9482222    0.0018058      3.704   145.854    EM
253.442
7 -0.10755467D+04    1.3690387    0.0012713      3.712   149.147    EM
250.141
8 -0.10745845D+04    0.9622681    0.0008947      3.744   152.089    EM
247.167

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 207

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13477038D+04    0.0000000    0.0000000      2.340   231.628    EM
169.032
2 -0.11854772D+04  162.2266307    0.1203726      2.250   168.746    EM
232.004
3 -0.11389491D+04   46.5281047    0.0392484      2.532   149.857    EM
250.612
4 -0.11188180D+04   20.1310787    0.0176751      3.059   144.270    EM
255.671
5 -0.11039753D+04   14.8426648    0.0132664      3.758   142.474    EM
256.768
6 -0.10928536D+04   11.1217528    0.0100743      4.590   142.217    EM
256.192
7 -0.10848639D+04    7.9896727    0.0073108      5.484   142.870    EM
254.646
8 -0.10791978D+04    5.6660572    0.0052228      6.335   144.145    EM
252.520
9 -0.10752189D+04    3.9789315    0.0036869      7.069   145.839    EM
250.092
10 -0.10726495D+04    2.5693628    0.0023896      7.636   147.833    EM
247.531
11 -0.10711094D+04    1.5401613    0.0014358      8.068   149.992    EM
244.940
12 -0.10701633D+04    0.9461214    0.0008833      8.425   152.181    EM
242.395

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 208

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17584781D+04    0.0000000    0.0000000      0.334   127.081    EM
275.584
2 -0.17243706D+04   34.1074132    0.0193960      0.000   127.406    FS
275.594
3 -0.16504000D+04   73.9706332    0.0428972      0.000   127.424    FS
275.576
4 -0.12889336D+04  361.4663769    0.2190174      0.000   128.352    FS
274.648
5 -0.11381746D+04  150.7590376    0.1169642      0.000   128.224    FS
274.776
6 -0.11070229D+04   31.1516948    0.0273699      0.000   134.185    FS
268.815
7 -0.10816728D+04   25.3501464    0.0228994      0.000   151.953    FS
251.047
8 -0.10739348D+04    7.7379379    0.0071537      0.000   181.005    FS
221.995
9 -0.10723682D+04    1.5666446    0.0014588      0.000   203.154    FS
199.846
10 -0.10722118D+04    0.1563975    0.0001458      0.000   209.417    FS
193.583

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 209

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.26456613D+04    0.0000000    0.0000000      0.001   100.999    EM
302.000
2 -0.24215000D+04  224.1612757    0.0847279      0.000   101.419    FS
301.580
3 -0.23757214D+04   45.7786316    0.0189051      0.000   100.881    FS
302.119
4 -0.23756965D+04    0.0248761    0.0000105      0.000   100.882    FS
302.118
5 -0.23682722D+04    7.4242608    0.0031251      0.000   112.144    FS
290.856
6 -0.21648724D+04  203.3998747    0.0858853      0.000   119.095    FS
283.905
7 -0.20372249D+04  127.6474174    0.0589630      0.000   122.348    FS
280.652
8 -0.19209948D+04  116.2301376    0.0570532      0.000   124.016    FS
278.984
9 -0.18101425D+04  110.8523081    0.0577057      0.000   125.699    FS
277.301
10 -0.17066993D+04  103.4432024    0.0571464      0.000   129.375    FS
273.625
11 -0.16104470D+04   96.2523129    0.0563968      0.000   139.652    FS
263.348
12 -0.15223807D+04   88.0662639    0.0546844      0.000   168.622    FS
234.378
13 -0.14459568D+04   76.4239008    0.0502003      0.000   231.366    FS
171.634
14 -0.13798906D+04   66.0662247    0.0456903      0.000   314.542    FS
88.458
15 -0.13128149D+04   67.0756991    0.0486094      0.000   368.648    FS
34.352
16 -0.12432024D+04   69.6125192    0.0530254      0.000   374.430    FS
28.570
17 -0.11278734D+04  115.3289672    0.0927677      0.000   376.461    EM
26.539
18 -0.10896789D+04   38.1945405    0.0338642      0.000   377.344    EM
25.656
19 -0.10809830D+04    8.6959154    0.0079803      0.000   377.853    EM
25.147
20 -0.10785133D+04    2.4696188    0.0022846      0.000   378.188    EM
24.812

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 210

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12014931D+04    0.0000000    0.0000000      4.820   171.676    EM
226.504
2 -0.11385678D+04   62.9252705    0.0523726      0.007   175.222    FS
227.771
3 -0.10777133D+04   60.8544822    0.0534483      0.000   192.719    EM
210.281
4 -0.10726832D+04    5.0301118    0.0046674      0.000   198.540    EM
204.460
5 -0.10723221D+04    0.3610925    0.0003366      0.000   200.760    EM
202.240

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 211

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14403722D+04    0.0000000    0.0000000    220.578   178.171    EM
4.251
2 -0.11064872D+04  333.8849455    0.2318046    231.033   167.396    EM
4.571
3 -0.10998472D+04    6.6400712    0.0060010    239.110   159.028    EM
4.862
4 -0.10926900D+04    7.1571842    0.0065074    244.977   152.893    EM
5.129
5 -0.10901503D+04    2.5396999    0.0023243    249.546   148.101    EM
5.353
6 -0.10864175D+04    3.7327460    0.0034241    252.810   144.634    EM
5.555
7 -0.10836455D+04    2.7720001    0.0025515    255.166   142.096    EM
5.737
8 -0.10811492D+04    2.4962805    0.0023036    256.636   140.465    EM
5.899
9 -0.10790296D+04    2.1196434    0.0019605    257.523   139.430    EM
6.046
10 -0.10775633D+04    1.4662980    0.0013589    257.868   138.958    EM
6.173
11 -0.10763172D+04    1.2461361    0.0011564    257.930   138.783    EM
6.287
12 -0.10754178D+04    0.8993275    0.0008356    257.759   138.854    EM
6.387

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 212

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12546413D+04    0.0000000    0.0000000      0.155   394.200    EM
8.645
2 -0.11923280D+04   62.3133392    0.0496663      0.015   388.277    EM
14.708
3 -0.11646658D+04   27.6622359    0.0232002      0.002   380.138    EM
22.860
4 -0.11461121D+04   18.5536290    0.0159304      0.001   370.145    EM
32.854
5 -0.11309239D+04   15.1882518    0.0132520      0.001   358.842    EM
44.157
6 -0.11182676D+04   12.6562866    0.0111911      0.000   346.946    EM
56.054
7 -0.11078639D+04   10.4036785    0.0093034      0.000   335.182    EM
67.818
8 -0.10994786D+04    8.3853147    0.0075689      0.000   324.144    EM
78.855
9 -0.10928405D+04    6.6381285    0.0060375      0.000   314.213    EM
88.787
10 -0.10876597D+04    5.1807976    0.0047407      0.000   305.554    EM
97.446
11 -0.10836659D+04    3.9937394    0.0036719      0.001   298.170    EM
104.830
12 -0.10806273D+04    3.0385896    0.0028040      0.001   291.959    EM
111.040
13 -0.10783503D+04    2.2770519    0.0021072      0.001   286.775    EM
116.224
14 -0.10766729D+04    1.6773968    0.0015555      0.001   282.458    EM
120.541
15 -0.10754594D+04    1.2134945    0.0011271      0.002   278.856    EM
124.142
16 -0.10745970D+04    0.8624139    0.0008019      0.003   275.836    EM
127.161

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 213

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15874906D+04    0.0000000    0.0000000    163.452     6.345    EM
233.203
2 -0.15017443D+04   85.7463397    0.0540138     95.765    33.532    FS
273.704
3 -0.12514652D+04  250.2790903    0.1666589    105.373    33.316    EM
264.312
4 -0.11595895D+04   91.8757178    0.0734145    107.056    31.605    EM
264.339
5 -0.11159783D+04   43.6111577    0.0376091    108.573    30.450    EM
263.977
6 -0.10978541D+04   18.1242381    0.0162407    110.740    29.852    EM
262.408
7 -0.10880517D+04    9.8023803    0.0089287    113.414    29.606    EM
259.980
8 -0.10819485D+04    6.1032137    0.0056093    116.349    29.580    EM
257.071
9 -0.10781987D+04    3.7497479    0.0034657    119.350    29.695    EM
253.955
10 -0.10758810D+04    2.3177645    0.0021497    122.287    29.897    EM
250.816
11 -0.10743984D+04    1.4826095    0.0013780    125.091    30.147    EM
247.762
12 -0.10734024D+04    0.9959910    0.0009270    127.728    30.420    EM
244.852

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 214

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.23711622D+04    0.0000000    0.0000000     42.844   113.127    EM
247.029
2 -0.19980172D+04  373.1449801    0.1573680     35.546   140.132    FS
227.322
3 -0.17020637D+04  295.9535078    0.1481236     29.200   170.030    FS
203.770
4 -0.15160056D+04  186.0581361    0.1093133     46.211   137.399    FS
219.389
5 -0.10831869D+04  432.8187086    0.2854994     37.632   147.055    EM
218.313
6 -0.10753004D+04    7.8864951    0.0072808     35.759   144.853    EM
222.388
7 -0.10740508D+04    1.2496307    0.0011621     35.597   141.017    EM
226.387
8 -0.10734383D+04    0.6124745    0.0005702     35.731   137.458    EM
229.811

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 215

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14376578D+04    0.0000000    0.0000000     65.592    58.965    EM
278.442
2 -0.12316473D+04  206.0104696    0.1432959     43.374    83.330    EM
276.297
3 -0.11626727D+04   68.9746406    0.0560019      0.377   127.502    FS
275.121
4 -0.11040289D+04   58.6437370    0.0504387      0.028   134.028    EM
268.944
5 -0.10907751D+04   13.2538743    0.0120050      0.002   138.544    EM
264.454
6 -0.10842361D+04    6.5389678    0.0059948      0.000   142.644    EM
260.356
7 -0.10805445D+04    3.6915857    0.0034048      0.000   146.583    EM
256.417
8 -0.10783222D+04    2.2223397    0.0020567      0.000   150.291    EM
252.709
9 -0.10768927D+04    1.4294739    0.0013256      0.000   153.731    EM
249.269
10 -0.10759167D+04    0.9760317    0.0009063      0.000   156.901    EM
246.099

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 216

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14954033D+04    0.0000000    0.0000000      2.122   154.676    EM
246.202
2 -0.14805477D+04   14.8556826    0.0099342      0.000   157.810    FS
245.190
3 -0.14449653D+04   35.5823458    0.0240332      0.000   148.595    FS
254.405
4 -0.13232318D+04  121.7334953    0.0842467      0.000   131.079    FS
271.921
5 -0.12330554D+04   90.1764056    0.0681486      0.000   145.081    FS
257.919
6 -0.11707729D+04   62.2825213    0.0505107      0.000   177.585    FS
225.415
7 -0.11214963D+04   49.2766134    0.0420890      0.000   219.538    FS
183.462
8 -0.10916120D+04   29.8842801    0.0266468      0.000   230.729    FS
172.271
9 -0.10781639D+04   13.4480751    0.0123195      0.000   215.175    FS
187.825
10 -0.10735411D+04    4.6228657    0.0042877      0.000   213.002    FS
189.998
11 -0.10724176D+04    1.1234963    0.0010465      0.000   213.366    FS
189.634
12 -0.10722254D+04    0.1921208    0.0001791      0.000   212.900    FS
190.100

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 217

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15029155D+04    0.0000000    0.0000000     16.330   118.302    EM
268.368
2 -0.14669795D+04   35.9359832    0.0239108      0.000   127.753    FS
275.247
3 -0.13710919D+04   95.8875828    0.0653640      0.000   130.866    FS
272.134
4 -0.11685909D+04  202.5010130    0.1476932      0.000   136.447    EM
266.553
5 -0.11334503D+04   35.1405585    0.0300709      0.000   136.792    EM
266.208
6 -0.11136728D+04   19.7775011    0.0174489      0.000   137.846    EM
265.154
7 -0.10993418D+04   14.3310745    0.0128683      0.000   139.838    EM
263.162
8 -0.10897938D+04    9.5479221    0.0086851      0.000   142.520    EM
260.480
9 -0.10838651D+04    5.9287323    0.0054402      0.000   145.602    EM
257.398
10 -0.10802842D+04    3.5809446    0.0033039      0.000   148.836    EM
254.164
11 -0.10780915D+04    2.1926454    0.0020297      0.000   152.047    EM
250.953
12 -0.10766915D+04    1.3999991    0.0012986      0.000   155.138    EM
247.862
13 -0.10757488D+04    0.9427194    0.0008756      0.000   158.058    EM
244.942

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 218

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14742539D+04    0.0000000    0.0000000     60.235    92.633    EM
250.132
2 -0.13357039D+04  138.5500336    0.0939798     24.541   105.776    FS
272.683
3 -0.11534814D+04  182.2224419    0.1364243     18.719   114.446    EM
269.835
4 -0.11241477D+04   29.3337344    0.0254306     15.295   119.469    EM
268.236
5 -0.11045477D+04   19.6000097    0.0174354     13.312   123.732    EM
265.956
6 -0.10918826D+04   12.6651432    0.0114664     12.183   127.800    EM
263.016
7 -0.10841884D+04    7.6941497    0.0070467     11.596   131.729    EM
259.675
8 -0.10796449D+04    4.5434911    0.0041907     11.353   135.462    EM
256.185
9 -0.10769211D+04    2.7238682    0.0025229     11.325   138.949    EM
252.726
10 -0.10752019D+04    1.7191971    0.0015964     11.433   142.165    EM
249.403
11 -0.10740424D+04    1.1594203    0.0010783     11.626   145.114    EM
246.260
12 -0.10732054D+04    0.8370306    0.0007793     11.875   147.813    EM
243.312

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 219

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15123153D+04    0.0000000    0.0000000     95.981    30.970    EM
276.049
2 -0.12908714D+04  221.4438886    0.1464271     58.994    70.218    EM
273.788
3 -0.12397368D+04   51.1346713    0.0396125      1.737   132.158    FS
269.105
4 -0.11517452D+04   87.9915178    0.0709760      1.729   141.263    EM
260.008
5 -0.11289666D+04   22.7786419    0.0197775      2.368   140.636    EM
259.997
6 -0.11110932D+04   17.8733624    0.0158316      3.603   139.363    EM
260.034
7 -0.10975621D+04   13.5311162    0.0121782      5.300   138.776    EM
258.924
8 -0.10882612D+04    9.3008986    0.0084741      7.247   138.882    EM
256.870
9 -0.10823721D+04    5.8891223    0.0054115      9.248   139.509    EM
254.243
10 -0.10788060D+04    3.5660564    0.0032947     11.185   140.452    EM
251.363
11 -0.10766497D+04    2.1563026    0.0019988     13.006   141.533    EM
248.461
12 -0.10753009D+04    1.3488139    0.0012528     14.698   142.629    EM
245.673
13 -0.10744114D+04    0.8895723    0.0008273     16.261   143.666    EM
243.073

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 220

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16168567D+04    0.0000000    0.0000000     50.549   126.648    EM
225.804
2 -0.13736284D+04  243.2283098    0.1504328     40.671    85.906    FS
276.423
3 -0.11873882D+04  186.2402444    0.1355827     32.135    94.330    EM
276.535
4 -0.11266584D+04   60.7297717    0.0511457     28.975   100.542    EM
273.483
5 -0.11005329D+04   26.1255130    0.0231885     27.612   106.064    EM
269.325
6 -0.10884816D+04   12.0513155    0.0109504     27.132   111.100    EM
264.768
7 -0.10824203D+04    6.0612495    0.0055685     27.138   115.582    EM
260.280
8 -0.10790550D+04    3.3653390    0.0031091     27.416   119.515    EM
256.069
9 -0.10770075D+04    2.0475017    0.0018975     27.843   122.958    EM
252.199
10 -0.10756646D+04    1.3429015    0.0012469     28.351   125.983    EM
248.666
11 -0.10747306D+04    0.9339898    0.0008683     28.902   128.654    EM
245.445

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 221

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17452530D+04    0.0000000    0.0000000     27.403    95.893    EM
279.704
2 -0.16288251D+04  116.4278942    0.0667112     15.388   109.654    FS
277.959
3 -0.15159439D+04  112.8812571    0.0693023      9.620   117.382    FS
275.998
4 -0.14250982D+04   90.8456917    0.0599268     11.211   124.065    FS
267.724
5 -0.13548232D+04   70.2749687    0.0493124     14.404   150.674    FS
237.922
6 -0.12996616D+04   55.1615765    0.0407150     14.989   241.236    FS
146.774
7 -0.12817886D+04   17.8730183    0.0137521     17.655   359.620    FS
25.725
8 -0.11093479D+04  172.4406597    0.1345313     27.840   354.002    EM
21.159
9 -0.10843997D+04   24.9482633    0.0224891     35.379   348.535    EM
19.086
10 -0.10769893D+04    7.4103742    0.0068336     40.674   344.244    EM
18.082
11 -0.10740583D+04    2.9310347    0.0027215     44.319   341.093    EM
17.588
12 -0.10727008D+04    1.3574889    0.0012639     46.835   338.814    EM
17.351
13 -0.10719967D+04    0.7040591    0.0006563     48.602   337.150    EM
17.248

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 222

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13446471D+04    0.0000000    0.0000000     55.085    90.999    EM
256.916
2 -0.11649195D+04  179.7276308    0.1336616     45.674    85.992    EM
271.334
3 -0.11313646D+04   33.5548656    0.0288045     41.894    90.340    EM
270.766
4 -0.11085140D+04   22.8505931    0.0201974     38.978    95.657    EM
268.365
5 -0.10938440D+04   14.6700227    0.0132340     36.811   101.008    EM
265.180
6 -0.10851563D+04    8.6877018    0.0079424     35.314   106.091    EM
261.595
7 -0.10800547D+04    5.1016227    0.0047013     34.398   110.673    EM
257.929
8 -0.10770145D+04    3.0401080    0.0028148     33.881   114.769    EM
254.351
9 -0.10751303D+04    1.8842931    0.0017496     33.644   118.396    EM
250.959
10 -0.10740632D+04    1.0670692    0.0009925     33.560   121.617    EM
247.823
11 -0.10733271D+04    0.7360483    0.0006853     33.633   124.405    EM
244.962

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 223

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12084515D+04    0.0000000    0.0000000    140.160     8.497    EM
254.343
2 -0.11983776D+04   10.0739369    0.0083362    180.707     0.001    FS
222.293
3 -0.10823396D+04  116.0379775    0.0968292    194.854     0.001    EM
208.145
4 -0.10733513D+04    8.9882948    0.0083045    199.269     0.001    EM
203.730
5 -0.10726814D+04    0.6699374    0.0006242    201.183     0.002    EM
201.815

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 224

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14824270D+04    0.0000000    0.0000000    321.457    23.165    EM
58.378
2 -0.12380307D+04  244.3962872    0.1648623    244.904    41.874    EM
116.223
3 -0.11340783D+04  103.9523980    0.0839659    195.893    54.104    EM
153.002
4 -0.11032088D+04   30.8694871    0.0272199    173.526    60.371    EM
169.103
5 -0.10912900D+04   11.9188559    0.0108038    163.458    63.882    EM
175.660
6 -0.10841249D+04    7.1650792    0.0065657    158.086    66.333    EM
178.581
7 -0.10794155D+04    4.7093899    0.0043440    154.689    68.318    EM
179.993
8 -0.10764247D+04    2.9907976    0.0027708    152.355    69.998    EM
180.647
9 -0.10746255D+04    1.7991743    0.0016714    150.735    71.401    EM
180.865
10 -0.10735949D+04    1.0306907    0.0009591    149.640    72.534    EM
180.826
11 -0.10730241D+04    0.5707219    0.0005316    148.933    73.421    EM
180.646

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 225

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12871094D+04    0.0000000    0.0000000    255.560    49.755    EM
97.685
2 -0.11310863D+04  156.0230813    0.1212198    232.556    43.231    EM
127.212
3 -0.11042754D+04   26.8109501    0.0237037    211.708    41.688    EM
149.604
4 -0.10919643D+04   12.3110565    0.0111485    196.031    41.585    EM
165.384
5 -0.10851536D+04    6.8107613    0.0062372    184.203    42.554    EM
176.243
6 -0.10803199D+04    4.8337001    0.0044544    175.365    43.809    EM
183.827
7 -0.10773829D+04    2.9369500    0.0027186    168.584    45.186    EM
189.230
8 -0.10748721D+04    2.5108276    0.0023305    163.663    46.252    EM
193.085
9 -0.10735079D+04    1.3642296    0.0012692    159.961    47.181    EM
195.858
10 -0.10723573D+04    1.1505503    0.0010718    157.243    47.933    EM
197.824
11 -0.10715933D+04    0.7640032    0.0007125    155.272    48.485    EM
199.242

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 226

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16410352D+04    0.0000000    0.0000000      9.726   115.676    EM
277.597
2 -0.14882723D+04  152.7628830    0.0930893     20.600   104.833    FS
277.567
3 -0.13759981D+04  112.2741802    0.0754393     15.757   111.813    FS
275.430
4 -0.13431297D+04   32.8683768    0.0238869      1.451   123.468    FS
278.081
5 -0.12234564D+04  119.6733316    0.0891004      0.000   126.768    FS
276.232
6 -0.11496503D+04   73.8060956    0.0603259      0.000   131.883    FS
271.117
7 -0.11013033D+04   48.3470124    0.0420537      0.000   144.701    FS
258.299
8 -0.10786875D+04   22.6157582    0.0205354      0.000   169.167    FS
233.833
9 -0.10729261D+04    5.7614712    0.0053412      0.000   195.036    FS
207.964
10 -0.10722504D+04    0.6757005    0.0006298      0.000   207.174    FS
195.826

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 227

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16447213D+04    0.0000000    0.0000000    151.015     0.713    EM
251.272
2 -0.15191312D+04  125.5901476    0.0763595    152.552     1.915    FS
248.533
3 -0.12407493D+04  278.3818456    0.1832507    141.968     0.000    FS
261.032
4 -0.11909881D+04   49.7612653    0.0401058    143.238     0.000    FS
259.762
5 -0.11161690D+04   74.8190437    0.0628210    153.685     0.000    EM
249.315
6 -0.11003353D+04   15.8337435    0.0141858    154.409     0.000    EM
248.591
7 -0.10910829D+04    9.2523642    0.0084087    154.255     0.000    EM
248.745
8 -0.10847254D+04    6.3575631    0.0058268    154.787     0.000    EM
248.213
9 -0.10805864D+04    4.1389607    0.0038157    156.041     0.000    EM
246.959
10 -0.10780000D+04    2.5864102    0.0023935    157.786     0.000    EM
245.214
11 -0.10764032D+04    1.5967516    0.0014812    159.805     0.000    EM
243.195
12 -0.10753988D+04    1.0044403    0.0009331    161.941     0.000    EM
241.059
13 -0.10747391D+04    0.6596600    0.0006134    164.092     0.000    EM
238.908

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 228

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15918372D+04    0.0000000    0.0000000    102.918    21.129    EM
278.953
2 -0.15734882D+04   18.3489561    0.0115269    123.233     0.834    FS
278.934
3 -0.13894845D+04  184.0037446    0.1169400    120.745     4.488    EM
277.767
4 -0.13045504D+04   84.9340872    0.0611263    105.718    20.670    EM
276.612
5 -0.12031910D+04  101.3593221    0.0776967     78.773    52.287    EM
271.940
6 -0.11206400D+04   82.5510790    0.0686101     53.381    85.168    EM
264.450
7 -0.10848176D+04   35.8224017    0.0319660     40.419   104.516    EM
258.065
8 -0.10754326D+04    9.3849978    0.0086512     35.364   113.364    EM
254.272
9 -0.10732567D+04    2.1758473    0.0020232     33.566   117.132    EM
252.302
10 -0.10726891D+04    0.5676294    0.0005289     33.068   118.697    EM
251.235

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 229

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14860891D+04    0.0000000    0.0000000     60.139    81.136    EM
261.725
2 -0.12993463D+04  186.7427942    0.1256606     10.296   128.352    FS
264.353
3 -0.11714609D+04  127.8854108    0.0984229      0.000   136.209    FS
266.791
4 -0.11107149D+04   60.7459756    0.0518549      0.000   150.438    FS
252.562
5 -0.10853964D+04   25.3184641    0.0227947      0.000   176.967    FS
226.033
6 -0.10766628D+04    8.7336611    0.0080465      0.000   202.726    FS
200.274
7 -0.10734558D+04    3.2069942    0.0029786      0.000   208.734    FS
194.266
8 -0.10724399D+04    1.0158274    0.0009463      0.000   211.988    FS
191.012
9 -0.10722304D+04    0.2095533    0.0001954      0.000   212.754    FS
190.246

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 230

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12176186D+04    0.0000000    0.0000000     13.567   293.813    EM
95.620
2 -0.11095518D+04  108.0667686    0.0887526     10.842   294.202    EM
97.956
3 -0.10955311D+04   14.0207237    0.0126364      9.372   291.545    EM
102.083
4 -0.10891593D+04    6.3718005    0.0058162      8.451   287.431    EM
107.118
5 -0.10844392D+04    4.7201167    0.0043337      7.901   282.673    EM
112.426
6 -0.10807667D+04    3.6724674    0.0033865      7.622   277.814    EM
117.564
7 -0.10779207D+04    2.8460377    0.0026334      7.552   273.174    EM
122.273
8 -0.10757409D+04    2.1798052    0.0020222      7.639   268.921    EM
126.441
9 -0.10740972D+04    1.6437231    0.0015280      7.830   265.122    EM
130.048
10 -0.10728798D+04    1.2173494    0.0011334      8.078   261.792    EM
133.130
11 -0.10719953D+04    0.8844548    0.0008244      8.338   258.916    EM
135.745

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 231

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13198674D+04    0.0000000    0.0000000    161.697     3.680    EM
237.623
2 -0.12037819D+04  116.0854513    0.0879524    141.429     4.498    EM
257.073
3 -0.11594263D+04   44.3556620    0.0368469    133.846     6.630    EM
262.524
4 -0.11335082D+04   25.9180529    0.0223542    129.469     9.803    EM
263.729
5 -0.11132212D+04   20.2870643    0.0178976    125.779    14.024    EM
263.197
6 -0.10979095D+04   15.3116378    0.0137544    122.526    18.982    EM
261.492
7 -0.10875628D+04   10.3466953    0.0094240    119.866    24.170    EM
258.964
8 -0.10812126D+04    6.3502460    0.0058390    117.875    29.133    EM
255.993
9 -0.10775274D+04    3.6851867    0.0034084    116.470    33.609    EM
252.921
10 -0.10754129D+04    2.1145343    0.0019624    115.505    37.511    EM
249.985
11 -0.10741729D+04    1.2399859    0.0011530    114.844    40.850    EM
247.306
12 -0.10734181D+04    0.7548337    0.0007027    114.391    43.682    EM
244.927

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 232

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16002762D+04    0.0000000    0.0000000     88.687    72.754    EM
241.559
2 -0.14016238D+04  198.6523837    0.1241363     90.540    39.870    FS
272.590
3 -0.13564419D+04   45.1818924    0.0322354    126.389     0.121    FS
276.490
4 -0.11567137D+04  199.7282617    0.1472442    129.728     0.007    EM
273.265
5 -0.11230096D+04   33.7040569    0.0291378    132.123     0.001    EM
270.876
6 -0.11029598D+04   20.0497806    0.0178536    135.289     0.000    EM
267.711
7 -0.10912143D+04   11.7455480    0.0106491    138.968     0.000    EM
264.032
8 -0.10845539D+04    6.6603693    0.0061036    142.835     0.000    EM
260.165
9 -0.10807291D+04    3.8247941    0.0035266    146.653     0.000    EM
256.347
10 -0.10784275D+04    2.3016381    0.0021297    150.291     0.000    EM
252.709
11 -0.10769556D+04    1.4718709    0.0013648    153.691     0.000    EM
249.309
12 -0.10759570D+04    0.9986432    0.0009273    156.838     0.000    EM
246.162

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 233

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19132989D+04    0.0000000    0.0000000     18.198   188.079    EM
196.723
2 -0.16269668D+04  286.3321734    0.1496537     18.794   190.962    FS
193.244
3 -0.14667829D+04  160.1839126    0.0984556     21.561   183.568    FS
197.871
4 -0.11294765D+04  337.3063930    0.2299634     10.869   186.174    EM
205.957
5 -0.11068260D+04   22.6504465    0.0200539      7.585   184.511    EM
210.904
6 -0.10950524D+04   11.7735990    0.0106373      6.273   181.612    EM
215.115
7 -0.10871244D+04    7.9280199    0.0072399      5.690   178.807    EM
218.503
8 -0.10816804D+04    5.4440128    0.0050077      5.462   176.646    EM
220.892
9 -0.10780449D+04    3.6354766    0.0033610      5.439   175.230    EM
222.331
10 -0.10757074D+04    2.3375286    0.0021683      5.546   174.469    EM
222.985
11 -0.10742457D+04    1.4616906    0.0013588      5.740   174.209    EM
223.051
12 -0.10733389D+04    0.9067532    0.0008441      5.997   174.299    EM
222.704

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 234

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13815215D+04    0.0000000    0.0000000      0.242   218.819    EM
183.938
2 -0.13644335D+04   17.0879912    0.0123690      0.000   213.205    FS
189.795
3 -0.11924530D+04  171.9804994    0.1260453      0.000   193.667    EM
209.333
4 -0.11223049D+04   70.1481508    0.0588268      0.000   180.309    EM
222.691
5 -0.11009896D+04   21.3152912    0.0189924      0.000   172.943    EM
230.057
6 -0.10911909D+04    9.7986388    0.0088998      0.000   168.980    EM
234.020
7 -0.10847119D+04    6.4790498    0.0059376      0.000   167.033    EM
235.967
8 -0.10803670D+04    4.3449015    0.0040056      0.000   166.400    EM
236.600
9 -0.10775893D+04    2.7776817    0.0025711      0.000   166.651    EM
236.349
10 -0.10758777D+04    1.7116308    0.0015884      0.000   167.480    EM
235.520
11 -0.10748386D+04    1.0390322    0.0009658      0.000   168.668    EM
234.332
12 -0.10742003D+04    0.6383224    0.0005939      0.000   170.059    EM
232.941

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 235

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13163893D+04    0.0000000    0.0000000    113.930    46.317    EM
242.753
2 -0.12226135D+04   93.7757747    0.0712371    137.846     0.010    FS
265.144
3 -0.11855878D+04   37.0256782    0.0302840    136.922     0.000    FS
266.078
4 -0.11173252D+04   68.2626202    0.0575770    136.061     0.000    FS
266.939
5 -0.10827340D+04   34.5912086    0.0309589    154.833     0.000    FS
248.167
6 -0.10735840D+04    9.1500538    0.0084509    185.362     0.000    FS
217.638
7 -0.10723008D+04    1.2831071    0.0011952    205.384     0.000    FS
197.616
8 -0.10722058D+04    0.0950324    0.0000886    209.875     0.000    FS
193.125

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 236

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17884371D+04    0.0000000    0.0000000      1.164   129.921    EM
271.915
2 -0.17772528D+04   11.1843356    0.0062537      0.000   131.465    FS
271.535
3 -0.17536567D+04   23.5960946    0.0132767      0.000   129.427    FS
273.573
4 -0.11139375D+04  639.7191610    0.3647916      0.000   152.702    EM
250.298
5 -0.10964441D+04   17.4934594    0.0157042      0.000   156.481    EM
246.519
6 -0.10882747D+04    8.1693594    0.0074508      0.000   156.951    EM
246.049
7 -0.10828377D+04    5.4369543    0.0049959      0.000   157.512    EM
245.488
8 -0.10793374D+04    3.5003248    0.0032325      0.000   158.642    EM
244.358
9 -0.10771634D+04    2.1740482    0.0020142      0.000   160.223    EM
242.777
10 -0.10758240D+04    1.3393564    0.0012434      0.000   162.068    EM
240.932
11 -0.10749806D+04    0.8434157    0.0007840      0.000   164.035    EM
238.965

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 237

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15721941D+04    0.0000000    0.0000000      2.277   317.583    EM
83.141
2 -0.13105935D+04  261.6006392    0.1663921      0.000   332.635    FS
70.365
3 -0.11535943D+04  156.9991963    0.1197924      0.000   232.462    FS
170.538
4 -0.11156812D+04   37.9130173    0.0328651      0.000   175.441    FS
227.559
5 -0.10917711D+04   23.9101235    0.0214310      0.000   177.749    FS
225.251
6 -0.10807476D+04   11.0234691    0.0100969      0.000   178.088    FS
224.912
7 -0.10754522D+04    5.2954669    0.0048998      0.000   185.712    FS
217.288
8 -0.10730849D+04    2.3672800    0.0022012      0.000   197.109    FS
205.891
9 -0.10723345D+04    0.7504011    0.0006993      0.000   207.438    FS
195.562

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 238

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14505258D+04    0.0000000    0.0000000     51.164    79.066    EM
272.770
2 -0.12776659D+04  172.8599595    0.1191705      1.404   138.596    FS
263.000
3 -0.12281620D+04   49.5038553    0.0387455      0.000   135.017    FS
267.983
4 -0.11842037D+04   43.9582830    0.0357919      0.000   134.705    EM
268.295
5 -0.11388210D+04   45.3827588    0.0383234      0.000   134.871    EM
268.129
6 -0.11151818D+04   23.6391481    0.0207576      0.000   136.260    EM
266.740
7 -0.10998612D+04   15.3206214    0.0137382      0.000   138.599    EM
264.401
8 -0.10899644D+04    9.8968068    0.0089982      0.000   141.572    EM
261.428
9 -0.10839414D+04    6.0229867    0.0055259      0.000   144.877    EM
258.123
10 -0.10803440D+04    3.5973973    0.0033188      0.000   148.274    EM
254.726
11 -0.10781476D+04    2.1963753    0.0020330      0.000   151.603    EM
251.397
12 -0.10767421D+04    1.4055744    0.0013037      0.000   154.777    EM
248.223
13 -0.10757918D+04    0.9502089    0.0008825      0.000   157.758    EM
245.242

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 239

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16137320D+04    0.0000000    0.0000000    273.596     3.494    EM
125.910
2 -0.11734933D+04  440.2386006    0.2728078    221.883     3.181    EM
177.937
3 -0.11357969D+04   37.6964403    0.0321233    191.078     3.008    EM
208.914
4 -0.11157012D+04   20.0956701    0.0176930    175.419     3.024    EM
224.558
5 -0.11020950D+04   13.6062533    0.0121952    167.465     3.186    EM
232.349
6 -0.10923103D+04    9.7846448    0.0088782    163.261     3.453    EM
236.286
7 -0.10853793D+04    6.9310416    0.0063453    161.113     3.794    EM
238.093
8 -0.10806665D+04    4.7127533    0.0043420    160.249     4.188    EM
238.563
9 -0.10775810D+04    3.0855914    0.0028553    160.222     4.628    EM
238.151
10 -0.10755901D+04    1.9908815    0.0018475    160.713     5.118    EM
237.169
11 -0.10742603D+04    1.3298046    0.0012363    161.481     5.680    EM
235.840
12 -0.10732458D+04    1.0145090    0.0009444    162.331     6.343    EM
234.326
13 -0.10722518D+04    0.9939853    0.0009261    163.130     7.123    EM
232.747

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 240

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19360063D+04    0.0000000    0.0000000     41.896    95.627    EM
265.477
2 -0.16900005D+04  246.0058009    0.1270687    145.392    14.479    FS
243.130
3 -0.14816394D+04  208.3611121    0.1232906    151.086     4.647    FS
247.268
4 -0.13336338D+04  148.0056404    0.0998932    153.193     1.162    FS
248.645
5 -0.12998340D+04   33.7997517    0.0253441    151.887     0.000    FS
251.113
6 -0.10767691D+04  223.0648993    0.1716103    161.026     0.000    EM
241.974
7 -0.10751363D+04    1.6328523    0.0015164    164.411     0.000    EM
238.589
8 -0.10744770D+04    0.6592630    0.0006132    166.588     0.000    EM
236.412

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 241

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.21921829D+04    0.0000000    0.0000000      0.213   378.261    EM
24.526
2 -0.20630535D+04  129.1294582    0.0589045      0.245   378.900    FS
23.855
3 -0.17142638D+04  348.7896481    0.1690648      0.029   310.561    EM
92.410
4 -0.14209220D+04  293.3418523    0.1711183      0.006   218.303    EM
184.690
5 -0.12491020D+04  171.8200009    0.1209215      0.003   166.158    EM
236.839
6 -0.11737918D+04   75.3101798    0.0602915      0.002   149.294    EM
253.704
7 -0.11432188D+04   30.5729867    0.0260463      0.002   143.931    EM
259.068
8 -0.11229786D+04   20.2401898    0.0177046      0.001   142.267    EM
260.731
9 -0.11071236D+04   15.8550197    0.0141187      0.001   142.378    EM
260.620
10 -0.10954272D+04   11.6964253    0.0105647      0.002   143.678    EM
259.321
11 -0.10875017D+04    7.9255035    0.0072351      0.002   145.793    EM
257.205
12 -0.10824756D+04    5.0260899    0.0046217      0.003   148.402    EM
254.595
13 -0.10793847D+04    3.0908495    0.0028554      0.006   151.246    EM
251.749
14 -0.10774678D+04    1.9169646    0.0017760      0.012   154.137    EM
248.851
15 -0.10762255D+04    1.2422588    0.0011529      0.032   156.952    EM
246.016
16 -0.10753436D+04    0.8819572    0.0008195      0.100   159.592    EM
243.308

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 242

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15737718D+04    0.0000000    0.0000000    319.527     2.541    EM
80.932
2 -0.12324737D+04  341.2980836    0.2168663    252.565     3.048    EM
147.386
3 -0.11624244D+04   70.0493094    0.0568364    205.046     3.571    EM
194.383
4 -0.11315930D+04   30.8314183    0.0265234    178.920     4.381    EM
219.700
5 -0.11126617D+04   18.9312709    0.0167298    165.767     5.416    EM
231.817
6 -0.10993758D+04   13.2859563    0.0119407    158.691     6.633    EM
237.677
7 -0.10896212D+04    9.7545907    0.0088728    154.595     7.932    EM
240.473
8 -0.10825271D+04    7.0940911    0.0065106    152.329     9.141    EM
241.530
9 -0.10774623D+04    5.0647809    0.0046787    151.410    10.101    EM
241.488
10 -0.10739476D+04    3.5147416    0.0032621    151.517    10.751    EM
240.732
11 -0.10716603D+04    2.2873178    0.0021298    152.381    11.113    EM
239.506
12 -0.10702510D+04    1.4092573    0.0013150    153.737    11.280    EM
237.983
13 -0.10693949D+04    0.8561105    0.0007999    155.355    11.349    EM
236.295

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 243

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14522726D+04    0.0000000    0.0000000    105.504    30.179    EM
267.317
2 -0.12593902D+04  192.8824282    0.1328142     94.017    36.194    EM
272.790
3 -0.12075022D+04   51.8879561    0.0412009     83.246    46.231    EM
273.523
4 -0.11643472D+04   43.1550509    0.0357391     73.443    56.705    EM
272.852
5 -0.11308488D+04   33.4984019    0.0287701     65.243    66.867    EM
270.889
6 -0.11069690D+04   23.8797730    0.0211167     59.039    75.977    EM
267.983
7 -0.10923594D+04   14.6096231    0.0131979     54.678    83.927    EM
264.396
8 -0.10842056D+04    8.1537613    0.0074644     51.782    90.703    EM
260.515
9 -0.10798291D+04    4.3765843    0.0040367     49.959    96.354    EM
256.687
10 -0.10774256D+04    2.4034357    0.0022258     48.863   101.035    EM
253.102
11 -0.10760503D+04    1.3753020    0.0012765     48.240   104.943    EM
249.817
12 -0.10752354D+04    0.8149300    0.0007573     47.923   108.241    EM
246.836

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 244

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16149713D+04    0.0000000    0.0000000    135.725    67.261    EM
200.015
2 -0.15257943D+04   89.1769306    0.0552189    144.093     9.359    FS
249.547
3 -0.14770481D+04   48.7462448    0.0319481    250.286     0.000    FS
152.714
4 -0.13411891D+04  135.8589734    0.0919801    169.980     0.000    FS
233.020
5 -0.12736092D+04   67.5799320    0.0503881    232.112     0.000    FS
170.888
6 -0.12094807D+04   64.1285251    0.0503518    256.916     0.000    FS
146.084
7 -0.11558131D+04   53.6675659    0.0443724    242.423     0.000    FS
160.577
8 -0.11138835D+04   41.9296046    0.0362771    216.274     0.000    FS
186.726
9 -0.10860615D+04   27.8219999    0.0249775    200.954     0.000    FS
202.046
10 -0.10742823D+04   11.7792390    0.0108458    197.240     0.000    FS
205.760
11 -0.10722859D+04    1.9963368    0.0018583    203.732     0.000    FS
199.268
12 -0.10721999D+04    0.0860555    0.0000803    210.305     0.000    FS
192.695

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 245

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15586298D+04    0.0000000    0.0000000      5.050   118.737    EM
279.213
2 -0.15224884D+04   36.1413452    0.0231879      1.038   122.846    FS
279.116
3 -0.12702871D+04  252.2013717    0.1656508      3.570   121.478    EM
277.952
4 -0.11828041D+04   87.4829434    0.0688686      8.762   118.092    EM
276.145
5 -0.11295836D+04   53.2205023    0.0449952     15.456   114.768    EM
272.776
6 -0.11016067D+04   27.9769312    0.0247675     22.010   112.668    EM
268.323
7 -0.10881133D+04   13.4933664    0.0122488     27.492   111.870    EM
263.638
8 -0.10816333D+04    6.4800618    0.0059553     31.760   111.947    EM
259.292
9 -0.10783269D+04    3.3063587    0.0030568     35.027   112.489    EM
255.484
10 -0.10764756D+04    1.8513138    0.0017168     37.565   113.222    EM
252.213
11 -0.10753362D+04    1.1393897    0.0010584     39.596   113.997    EM
249.407
12 -0.10745774D+04    0.7588083    0.0007056     41.274   114.737    EM
246.990

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 246

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14079640D+04    0.0000000    0.0000000     70.448    66.782    EM
265.770
2 -0.13189810D+04   88.9830881    0.0631998    126.087     0.012    FS
276.902
3 -0.12302085D+04   88.7724234    0.0673038    127.025     0.023    EM
275.952
4 -0.11758787D+04   54.3298362    0.0441631    128.210     0.049    EM
274.740
5 -0.11371344D+04   38.7442949    0.0329492    130.266     0.097    EM
272.637
6 -0.11113093D+04   25.8251460    0.0227107    133.176     0.165    EM
269.659
7 -0.10958406D+04   15.4686445    0.0139193    136.704     0.248    EM
266.048
8 -0.10871026D+04    8.7380589    0.0079738    140.525     0.336    EM
262.139
9 -0.10821821D+04    4.9204542    0.0045262    144.364     0.425    EM
258.211
10 -0.10793015D+04    2.8805641    0.0026618    148.050     0.513    EM
254.437
11 -0.10775105D+04    1.7910760    0.0016595    151.500     0.600    EM
250.899
12 -0.10763236D+04    1.1868944    0.0011015    154.688     0.687    EM
247.625
13 -0.10754899D+04    0.8336274    0.0007745    157.611     0.778    EM
244.611

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 247

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12671904D+04    0.0000000    0.0000000    368.148    28.834    EM
6.018
2 -0.11614264D+04  105.7639937    0.0834634    361.291    31.527    EM
10.182
3 -0.11334662D+04   27.9601872    0.0240740    353.305    34.487    EM
15.208
4 -0.11159503D+04   17.5159143    0.0154534    344.872    37.428    EM
20.700
5 -0.11051280D+04   10.8223501    0.0096979    336.329    40.353    EM
26.318
6 -0.10964719D+04    8.6560369    0.0078326    328.177    43.001    EM
31.822
7 -0.10901046D+04    6.3672986    0.0058071    320.628    45.354    EM
37.018
8 -0.10820557D+04    8.0489321    0.0073836    314.474    46.742    EM
41.784
9 -0.10790612D+04    2.9944867    0.0027674    309.691    47.369    EM
45.939
10 -0.10764485D+04    2.6127255    0.0024213    305.925    47.515    EM
49.560
11 -0.10741531D+04    2.2953455    0.0021323    302.937    47.331    EM
52.732
12 -0.10723572D+04    1.7959640    0.0016720    300.531    46.960    EM
55.509
13 -0.10711444D+04    1.2127467    0.0011309    298.552    46.513    EM
57.935
14 -0.10703251D+04    0.8193569    0.0007649    296.891    46.062    EM
60.047

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 248

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14360593D+04    0.0000000    0.0000000    135.563     5.275    EM
262.162
2 -0.13937058D+04   42.3535703    0.0294929    129.774     0.000    FS
273.226
3 -0.13068629D+04   86.8428510    0.0623107    126.541     0.000    FS
276.459
4 -0.11655235D+04  141.3393708    0.1081516    133.136     0.000    EM
269.864
5 -0.11377615D+04   27.7620880    0.0238194    134.228     0.000    EM
268.772
6 -0.11160369D+04   21.7245805    0.0190941    135.822     0.000    EM
267.178
7 -0.11003988D+04   15.6380870    0.0140122    138.242     0.000    EM
264.758
8 -0.10902625D+04   10.1362857    0.0092115    141.266     0.000    EM
261.734
9 -0.10841126D+04    6.1499041    0.0056408    144.613     0.000    EM
258.387
10 -0.10804493D+04    3.6632554    0.0033790    148.045     0.000    EM
254.955
11 -0.10782171D+04    2.2322137    0.0020660    151.403     0.000    EM
251.597
12 -0.10767906D+04    1.4265774    0.0013231    154.601     0.000    EM
248.399
13 -0.10758271D+04    0.9634213    0.0008947    157.601     0.000    EM
245.399

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 249

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.29826367D+04    0.0000000    0.0000000      0.006    53.879    EM
349.115
2 -0.28127694D+04  169.8672822    0.0569521     44.164    29.100    FS
329.736
3 -0.11717822D+04 1640.9872360    0.5834062    105.763    19.037    EM
278.200
4 -0.11308418D+04   40.9403954    0.0349386    123.000     4.040    FS
275.959
5 -0.10939774D+04   36.8643629    0.0325990    129.202     3.931    EM
269.867
6 -0.10836222D+04   10.3552357    0.0094657    133.875     4.505    EM
264.620
7 -0.10788212D+04    4.8009564    0.0044305    137.690     5.270    EM
260.039
8 -0.10760969D+04    2.7243819    0.0025253    140.851     5.995    EM
256.153
9 -0.10744012D+04    1.6956244    0.0015757    143.544     6.578    EM
252.877
10 -0.10733302D+04    1.0710638    0.0009969    145.892     7.003    EM
250.105
11 -0.10726647D+04    0.6654671    0.0006200    147.960     7.301    EM
247.739

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 250

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17452476D+04    0.0000000    0.0000000      0.745   126.689    EM
275.567
2 -0.15054530D+04  239.7945826    0.1373986      0.720   126.719    FS
275.560
3 -0.14737062D+04   31.7468055    0.0210879      0.000   127.451    FS
275.549
4 -0.11631337D+04  310.5724422    0.2107424      0.000   145.794    EM
257.206
5 -0.11273827D+04   35.7510578    0.0307368      0.000   146.952    EM
256.048
6 -0.11104699D+04   16.9127604    0.0150018      0.000   146.299    EM
256.701
7 -0.10981733D+04   12.2965787    0.0110733      0.000   146.483    EM
256.517
8 -0.10894501D+04    8.7231897    0.0079434      0.000   147.676    EM
255.324
9 -0.10836929D+04    5.7572072    0.0052845      0.000   149.609    EM
253.391
10 -0.10800791D+04    3.6137971    0.0033347      0.000   151.987    EM
251.013
11 -0.10778473D+04    2.2317943    0.0020663      0.000   154.574    EM
248.426
12 -0.10764442D+04    1.4031673    0.0013018      0.000   157.210    EM
245.790
13 -0.10755237D+04    0.9204666    0.0008551      0.001   159.796    EM
243.204

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 251

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15287617D+04    0.0000000    0.0000000      6.380   117.979    EM
278.640
2 -0.15003967D+04   28.3649974    0.0185542      0.000   124.346    FS
278.653
3 -0.12156224D+04  284.7743838    0.1897994      0.000   129.748    EM
273.252
4 -0.11739429D+04   41.6794916    0.0342865      0.000   130.402    EM
272.598
5 -0.11415466D+04   32.3962692    0.0275961      0.000   131.721    EM
271.279
6 -0.11167306D+04   24.8160183    0.0217389      0.000   133.937    EM
269.063
7 -0.10999830D+04   16.7476202    0.0149970      0.000   136.912    EM
266.088
8 -0.10897357D+04   10.2472610    0.0093158      0.000   140.375    EM
262.625
9 -0.10837531D+04    5.9826106    0.0054900      0.000   144.039    EM
258.961
10 -0.10802490D+04    3.5040581    0.0032333      0.000   147.686    EM
255.314
11 -0.10781142D+04    2.1348419    0.0019762      0.000   151.185    EM
251.815
12 -0.10767383D+04    1.3758594    0.0012762      0.000   154.472    EM
248.528
13 -0.10757997D+04    0.9386787    0.0008718      0.000   157.529    EM
245.471

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 252

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14323824D+04    0.0000000    0.0000000     98.561    68.954    EM
235.486
2 -0.11906869D+04  241.6955021    0.1687367    104.808    68.494    FS
229.698
3 -0.11153249D+04   75.3620124    0.0632929     81.691    74.852    EM
246.457
4 -0.10919159D+04   23.4089809    0.0209885     68.074    84.947    EM
249.979
5 -0.10831485D+04    8.7673863    0.0080294     59.279    93.605    EM
250.116
6 -0.10783611D+04    4.7873865    0.0044199     53.679    99.850    EM
249.471
7 -0.10757328D+04    2.6283767    0.0024374     50.291   103.990    EM
248.719
8 -0.10743149D+04    1.4178531    0.0013180     48.383   106.586    EM
248.030
9 -0.10735273D+04    0.7876410    0.0007332     47.423   108.146    EM
247.431

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 253

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14244570D+04    0.0000000    0.0000000    260.538    29.635    EM
112.827
2 -0.13305869D+04   93.8701305    0.0658989    247.252    31.647    FS
124.101
3 -0.12485088D+04   82.0780631    0.0616856    142.549    28.065    FS
232.385
4 -0.11618286D+04   86.6802095    0.0694270    156.617     8.194    FS
238.190
5 -0.11400790D+04   21.7495729    0.0187201    163.297     9.514    FS
230.189
6 -0.11121828D+04   27.8962245    0.0244687    154.696     9.902    FS
238.401
7 -0.11087505D+04    3.4323185    0.0030861    172.119     0.251    FS
230.630
8 -0.10809576D+04   27.7929394    0.0250669    174.131     0.922    EM
227.947
9 -0.10734536D+04    7.5040138    0.0069420    198.259     0.000    FS
204.741
10 -0.10722430D+04    1.2105850    0.0011277    204.818     0.000    FS
198.182
11 -0.10721986D+04    0.0443543    0.0000414    210.570     0.000    FS
192.430

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 254

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.21274346D+04    0.0000000    0.0000000    188.809    97.857    EM
116.334
2 -0.13200581D+04  807.3765140    0.3795071     72.523    94.185    EM
236.292
3 -0.10898770D+04  230.1811106    0.1743720     35.684   151.910    FS
215.406
4 -0.10731071D+04   16.7699004    0.0153870     35.282   149.958    EM
217.760
5 -0.10722799D+04    0.8272178    0.0007709     35.475   150.048    EM
217.478

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 255

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12154307D+04    0.0000000    0.0000000    183.675    30.447    EM
188.878
2 -0.10988243D+04  116.6063172    0.0959383    173.777    31.741    EM
197.482
3 -0.10752812D+04   23.5431274    0.0214257    170.544    32.151    EM
200.305
4 -0.10735095D+04    1.7717045    0.0016477    170.928    32.207    EM
199.865
5 -0.10730824D+04    0.4271461    0.0003979    172.159    32.194    EM
198.647

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 256

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17435291D+04    0.0000000    0.0000000     19.695   102.334    EM
280.971
2 -0.13292722D+04  414.2569109    0.2375968      9.131   115.210    EM
278.659
3 -0.13254109D+04    3.8612538    0.0029048      0.000   124.218    FS
278.782
4 -0.11804855D+04  144.9254695    0.1093438      0.000   125.845    EM
277.155
5 -0.11225824D+04   57.9030322    0.0490502      0.000   129.203    EM
273.797
6 -0.10986659D+04   23.9165345    0.0213049      0.000   133.660    EM
269.340
7 -0.10879508D+04   10.7150571    0.0097528      0.000   138.391    EM
264.609
8 -0.10825865D+04    5.3643485    0.0049307      0.000   142.952    EM
260.048
9 -0.10795833D+04    3.0031619    0.0027741      0.000   147.177    EM
255.823
10 -0.10777349D+04    1.8484731    0.0017122      0.000   151.031    EM
251.969
11 -0.10765098D+04    1.2250135    0.0011367      0.000   154.531    EM
248.469
12 -0.10756513D+04    0.8585635    0.0007975      0.000   157.712    EM
245.288

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 257

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.22032624D+04    0.0000000    0.0000000     43.764   339.286    EM
19.949
2 -0.14879107D+04  715.3516945    0.3246784     51.937   270.069    EM
80.993
3 -0.12498795D+04  238.0312062    0.1599768    101.292   170.922    FS
130.787
4 -0.11481055D+04  101.7740053    0.0814271     71.055   187.133    EM
144.812
5 -0.11174096D+04   30.6958368    0.0267361     56.388   194.672    EM
151.940
6 -0.11013275D+04   16.0821294    0.0143923     49.698   196.353    EM
156.949
7 -0.10910873D+04   10.2401625    0.0092980     45.487   196.014    EM
161.499
8 -0.10831870D+04    7.9002952    0.0072408     42.458   194.913    EM
165.628
9 -0.10781523D+04    5.0347077    0.0046481     40.317   193.517    EM
169.166
10 -0.10754233D+04    2.7290426    0.0025312     39.035   192.003    EM
171.962
11 -0.10740574D+04    1.3658579    0.0012701     38.329   190.493    EM
174.178
12 -0.10733847D+04    0.6726994    0.0006263     37.939   189.064    EM
175.997

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 258

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13114133D+04    0.0000000    0.0000000     63.285    63.397    EM
276.318
2 -0.12635094D+04   47.9039799    0.0365285      4.035   122.779    FS
276.186
3 -0.11752213D+04   88.2880940    0.0698753      0.000   134.219    FS
268.781
4 -0.10985027D+04   76.7185636    0.0652801      0.000   141.935    EM
261.065
5 -0.10880399D+04   10.4627786    0.0095246      0.000   144.860    EM
258.140
6 -0.10828043D+04    5.2355902    0.0048119      0.000   147.675    EM
255.325
7 -0.10796036D+04    3.2006842    0.0029559      0.000   150.631    EM
252.369
8 -0.10776256D+04    1.9780424    0.0018322      0.000   153.610    EM
249.390
9 -0.10763565D+04    1.2691023    0.0011777      0.000   156.510    EM
246.490
10 -0.10754994D+04    0.8570749    0.0007963      0.000   159.275    EM
243.725

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 259

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16245591D+04    0.0000000    0.0000000      0.845   177.350    EM
224.805
2 -0.15679396D+04   56.6194655    0.0348522      1.342   177.498    FS
224.160
3 -0.14121185D+04  155.8211191    0.0993795      0.000   175.398    FS
227.602
4 -0.12852259D+04  126.8925374    0.0898597      0.000   139.420    FS
263.580
5 -0.12028259D+04   82.4000148    0.0641133      0.000   155.428    FS
247.572
6 -0.11499679D+04   52.8580061    0.0439449      0.000   175.475    FS
227.525
7 -0.11138914D+04   36.0765401    0.0313718      0.000   183.685    FS
219.315
8 -0.10915731D+04   22.3182385    0.0200363      0.000   182.276    FS
220.724
9 -0.10801752D+04   11.3979018    0.0104417      0.000   184.662    FS
218.338
10 -0.10750902D+04    5.0849897    0.0047076      0.000   192.297    FS
210.703
11 -0.10729636D+04    2.1266411    0.0019781      0.000   202.235    FS
200.765
12 -0.10723197D+04    0.6439074    0.0006001      0.000   209.944    FS
193.056

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 260

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15086072D+04    0.0000000    0.0000000    116.344    10.813    EM
275.843
2 -0.14887942D+04   19.8129397    0.0131333    126.881     0.110    FS
276.009
3 -0.11824721D+04  306.3220964    0.2057518    130.367     0.198    EM
272.435
4 -0.11435650D+04   38.9071417    0.0329032    131.402     0.441    EM
271.157
5 -0.11181812D+04   25.3837759    0.0221971    133.096     0.857    EM
269.047
6 -0.11007699D+04   17.4112737    0.0155711    135.425     1.444    EM
266.131
7 -0.10899723D+04   10.7976850    0.0098092    138.163     2.156    EM
262.681
8 -0.10836257D+04    6.3465645    0.0058227    141.051     2.947    EM
259.002
9 -0.10798992D+04    3.7264966    0.0034389    143.880     3.786    EM
255.334
10 -0.10776253D+04    2.2739217    0.0021057    146.522     4.654    EM
251.824
11 -0.10761561D+04    1.4692283    0.0013634    148.919     5.538    EM
248.543
12 -0.10751504D+04    1.0056718    0.0009345    151.058     6.427    EM
245.514
13 -0.10744278D+04    0.7226288    0.0006721    152.950     7.313    EM
242.736

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 261

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13655284D+04    0.0000000    0.0000000     40.730   124.646    EM
237.624
2 -0.11610566D+04  204.4717557    0.1497382     45.827   125.123    FS
232.050
3 -0.11154387D+04   45.6179213    0.0392900     46.640   117.150    FS
239.210
4 -0.10809608D+04   34.4778858    0.0309097     40.936   131.357    EM
230.707
5 -0.10807096D+04    0.2512422    0.0002324     18.466   154.898    FS
229.636

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 262

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12996000D+04    0.0000000    0.0000000    103.387   280.322    EM
19.291
2 -0.11818663D+04  117.7336648    0.0905922      0.012   402.988    FS
0.000
3 -0.11483606D+04   33.5056639    0.0283498      0.008   402.992    EM
0.000
4 -0.11207843D+04   27.5763434    0.0240137      0.000   403.000    FS
0.000
5 -0.10907321D+04   30.0521672    0.0268135      0.000   403.000    EM
0.000
6 -0.10812553D+04    9.4768080    0.0086885      0.000   403.000    EM
0.000
7 -0.10774433D+04    3.8120656    0.0035256      0.000   403.000    EM
0.000
8 -0.10759640D+04    1.4792351    0.0013729      0.000   403.000    EM
0.000
9 -0.10753844D+04    0.5796490    0.0005387      0.000   403.000    EM
0.000

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 263

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.21957304D+04    0.0000000    0.0000000     17.165   246.042    EM
139.793
2 -0.18996697D+04  296.0607369    0.1348347     14.220   244.532    FS
144.248
3 -0.15031318D+04  396.5378091    0.2087404     14.977   230.844    FS
157.179
4 -0.12748611D+04  228.2707041    0.1518634      9.139   231.828    FS
162.032
5 -0.11255689D+04  149.2921905    0.1171047      5.940   218.892    FS
178.168
6 -0.10961199D+04   29.4490844    0.0261637      5.185   220.046    EM
177.768
7 -0.10848927D+04   11.2271993    0.0102427      5.127   219.385    EM
178.488
8 -0.10816620D+04    3.2306450    0.0029778      5.095   219.058    EM
178.847
9 -0.10781866D+04    3.4754029    0.0032130      4.952   218.998    EM
179.050
10 -0.10733285D+04    4.8581577    0.0045059      4.151   219.522    EM
179.328
11 -0.10713087D+04    2.0197409    0.0018818      3.823   219.711    EM
179.466
12 -0.10709806D+04    0.3280821    0.0003062      3.821   219.581    EM
179.598

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 264

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14210609D+04    0.0000000    0.0000000      1.175   152.668    EM
249.157
2 -0.12653048D+04  155.7561254    0.1096055      1.086   152.751    FS
249.163
3 -0.12503086D+04   14.9961999    0.0118518      0.000   152.910    FS
250.090
4 -0.12200310D+04   30.2775988    0.0242161      0.000   155.707    FS
247.293
5 -0.11490895D+04   70.9415083    0.0581473      0.000   195.147    FS
207.853
6 -0.11078359D+04   41.2535811    0.0359011      0.000   245.282    FS
157.718
7 -0.10860133D+04   21.8225358    0.0196983      0.000   252.970    FS
150.030
8 -0.10768341D+04    9.1792910    0.0084523      0.000   226.764    FS
176.236
9 -0.10733342D+04    3.4998998    0.0032502      0.000   219.177    FS
183.823
10 -0.10723969D+04    0.9372678    0.0008732      0.000   214.885    FS
188.115

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 265

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.11715410D+04    0.0000000    0.0000000     30.113   369.909    EM
2.977
2 -0.10935251D+04   78.0158789    0.0665925     26.702   372.950    EM
3.348
3 -0.10892674D+04    4.2576750    0.0038935     25.670   373.617    EM
3.713
4 -0.10865817D+04    2.6857833    0.0024657     25.044   373.872    EM
4.083
5 -0.10830281D+04    3.5535430    0.0032704     23.870   374.676    EM
4.453
6 -0.10807665D+04    2.2616042    0.0020882     22.665   375.523    EM
4.812
7 -0.10802020D+04    0.5644734    0.0005223     21.874   375.972    EM
5.154

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 266

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12505203D+04    0.0000000    0.0000000      3.908   279.025    EM
120.067
2 -0.11084146D+04  142.1057675    0.1136373      0.725   295.777    EM
106.498
3 -0.10756604D+04   32.7541396    0.0295504      1.455   301.684    EM
99.861
4 -0.10713046D+04    4.3558152    0.0040494      1.652   304.546    EM
96.803
5 -0.10707160D+04    0.5886185    0.0005494      1.726   305.817    EM
95.457

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 267

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.20296746D+04    0.0000000    0.0000000      0.452   350.744    EM
51.804
2 -0.16262014D+04  403.4731971    0.1987871      0.000   335.744    FS
67.256
3 -0.13081823D+04  318.0191736    0.1955595      0.000   395.080    FS
7.920
4 -0.11780062D+04  130.1760412    0.0995091      0.000   403.000    FS
0.000
5 -0.11441864D+04   33.8197804    0.0287093      0.000   403.000    FS
0.000
6 -0.11210446D+04   23.1418361    0.0202256      0.000   403.000    FS
0.000
7 -0.11024169D+04   18.6276806    0.0166164      0.000   403.000    FS
0.000
8 -0.10886289D+04   13.7880478    0.0125071      0.000   403.000    FS
0.000
9 -0.10800818D+04    8.5471020    0.0078513      0.000   403.000    FS
0.000
10 -0.10761995D+04    3.8823035    0.0035945      0.000   403.000    FS
0.000
11 -0.10751127D+04    1.0867685    0.0010098      0.000   403.000    FS
0.000
12 -0.10749433D+04    0.1694273    0.0001576      0.000   403.000    FS
0.000

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 268

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16559891D+04    0.0000000    0.0000000      0.058   125.862    EM
277.080
2 -0.16438884D+04   12.1006861    0.0073072      0.000   125.930    FS
277.070
3 -0.14418979D+04  201.9904793    0.1228736      0.000   127.178    FS
275.822
4 -0.13825532D+04   59.3447004    0.0411574      0.000   127.110    FS
275.890
5 -0.12792902D+04  103.2629954    0.0746901      0.000   132.514    FS
270.486
6 -0.11960713D+04   83.2189151    0.0650509      0.000   145.751    FS
257.249
7 -0.11359379D+04   60.1334206    0.0502758      0.000   170.623    FS
232.377
8 -0.10973336D+04   38.6042804    0.0339845      0.000   196.312    FS
206.688
9 -0.10781069D+04   19.2266309    0.0175212      0.000   203.629    FS
199.371
10 -0.10727956D+04    5.3113660    0.0049266      0.000   204.939    FS
198.061
11 -0.10722284D+04    0.5671537    0.0005287      0.000   210.054    FS
192.946

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 269

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.18001953D+04    0.0000000    0.0000000     89.045    36.305    EM
277.650
2 -0.11536581D+04  646.5371418    0.3591483     61.000    66.089    EM
275.912
3 -0.10954444D+04   58.2137222    0.0504601     46.172    87.008    EM
269.820
4 -0.10789452D+04   16.4992423    0.0150617     40.045    99.448    EM
263.507
5 -0.10745944D+04    4.3507909    0.0040324     37.772   106.500    EM
258.728
6 -0.10733123D+04    1.2820563    0.0011931     37.107   110.464    EM
255.429
7 -0.10728365D+04    0.4758564    0.0004434     37.115   112.751    EM
253.133

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 270

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.20016733D+04    0.0000000    0.0000000      9.651   386.646    EM
6.703
2 -0.16193235D+04  382.3497959    0.1910151      3.873   378.663    EM
20.463
3 -0.15375515D+04   81.7720087    0.0504976      0.000   399.453    FS
3.547
4 -0.13132218D+04  224.3297136    0.1459006      0.000   382.826    FS
20.174
5 -0.11988023D+04  114.4195543    0.0871289      0.000   379.324    EM
23.676
6 -0.11283478D+04   70.4544193    0.0587707      0.000   375.619    EM
27.381
7 -0.10976996D+04   30.6482259    0.0271620      0.000   371.869    EM
31.131
8 -0.10891101D+04    8.5894661    0.0078250      0.000   368.221    EM
34.779
9 -0.10855913D+04    3.5188663    0.0032310      0.000   364.755    EM
38.245
10 -0.10829080D+04    2.6833178    0.0024718      0.000   361.517    EM
41.483
11 -0.10807666D+04    2.1413972    0.0019775      0.000   358.534    EM
44.466
12 -0.10790825D+04    1.6840846    0.0015582      0.000   355.814    EM
47.186
13 -0.10777773D+04    1.3052184    0.0012096      0.000   353.354    EM
49.646
14 -0.10767794D+04    0.9978567    0.0009258      0.000   351.138    EM
51.862

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 271

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.23966129D+04    0.0000000    0.0000000     83.225    41.042    EM
278.733
2 -0.21959591D+04  200.6537438    0.0837239     93.878    32.115    FS
277.008
3 -0.18682777D+04  327.6813983    0.1492202     76.060    50.058    EM
276.882
4 -0.16275910D+04  240.6867428    0.1288281     64.279    68.142    EM
270.580
5 -0.14585664D+04  169.0246196    0.1038496     59.503    80.337    EM
263.160
6 -0.13182372D+04  140.3291944    0.0962104     57.473    87.865    EM
257.662
7 -0.12033551D+04  114.8820918    0.0871483     56.488    92.105    EM
254.407
8 -0.11232840D+04   80.0710431    0.0665398     56.027    94.120    EM
252.853
9 -0.10838326D+04   39.4514417    0.0351215     55.987    94.957    EM
252.055
10 -0.10735115D+04   10.3211157    0.0095228     56.335    95.528    EM
251.137
11 -0.10724455D+04    1.0659510    0.0009930     56.878    96.146    EM
249.976
12 -0.10722837D+04    0.1618591    0.0001509     57.408    96.744    EM
248.848

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 272

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19047362D+04    0.0000000    0.0000000    347.033     3.263    EM
52.704
2 -0.15284299D+04  376.3062423    0.1975634    142.546     0.000    FS
260.454
3 -0.11102439D+04  418.1860309    0.2736050    146.061     0.000    EM
256.939
4 -0.10977862D+04   12.4576490    0.0112206    146.854     0.000    EM
256.146
5 -0.10892084D+04    8.5778620    0.0078138    148.087     0.000    EM
254.913
6 -0.10835381D+04    5.6702895    0.0052059    149.978     0.000    EM
253.022
7 -0.10799752D+04    3.5628972    0.0032882    152.309     0.000    EM
250.691
8 -0.10777738D+04    2.2013846    0.0020384    154.856     0.000    EM
248.144
9 -0.10763899D+04    1.3838812    0.0012840    157.459     0.000    EM
245.541
10 -0.10754826D+04    0.9072835    0.0008429    160.018     0.000    EM
242.982

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 273

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15064179D+04    0.0000000    0.0000000    116.931    87.683    EM
198.387
2 -0.10743292D+04  432.0886808    0.2868319    118.146    85.207    EM
199.646
3 -0.10735334D+04    0.7958544    0.0007408    119.097    83.554    EM
200.348

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 274

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.21550131D+04    0.0000000    0.0000000    175.017     0.287    EM
227.696
2 -0.12586760D+04  896.3371104    0.4159312    129.833     0.116    EM
273.051
3 -0.12319333D+04   26.7426512    0.0212467    127.552     0.000    FS
275.448
4 -0.11874756D+04   44.4577489    0.0360878    128.724     0.000    EM
274.276
5 -0.11496644D+04   37.8112214    0.0318417    130.237     0.000    EM
272.763
6 -0.11209868D+04   28.6775486    0.0249443    132.610     0.000    EM
270.390
7 -0.11020948D+04   18.8920064    0.0168530    135.743     0.000    EM
267.257
8 -0.10908047D+04   11.2900763    0.0102442    139.363     0.000    EM
263.637
9 -0.10843378D+04    6.4669535    0.0059286    143.170     0.000    EM
259.830
10 -0.10806008D+04    3.7370107    0.0034464    146.938     0.000    EM
256.062
11 -0.10783438D+04    2.2569504    0.0020886    150.535     0.000    EM
252.465
12 -0.10768975D+04    1.4462876    0.0013412    153.902     0.000    EM
249.098
13 -0.10759149D+04    0.9826377    0.0009125    157.024     0.000    EM
245.976

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 275

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19270938D+04    0.0000000    0.0000000    338.669     8.093    EM
56.239
2 -0.14617069D+04  465.3868383    0.2414967    130.166     0.000    FS
272.834
3 -0.12305785D+04  231.1284423    0.1581223    125.989     0.000    EM
277.011
4 -0.12047994D+04   25.7791108    0.0209488    126.296     0.000    FS
276.704
5 -0.11304349D+04   74.3644950    0.0617236    129.898     0.000    FS
273.102
6 -0.10900266D+04   40.4082335    0.0357457    141.577     0.000    FS
261.423
7 -0.10760230D+04   14.0036121    0.0128470    166.618     0.000    FS
236.382
8 -0.10726780D+04    3.3450055    0.0031087    195.350     0.000    FS
207.650
9 -0.10722347D+04    0.4433102    0.0004133    207.928     0.000    FS
195.072

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 276

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.32844096D+04    0.0000000    0.0000000     91.961    23.195    EM
287.845
2 -0.28980922D+04  386.3174722    0.1176216     91.590    23.021    FS
288.389
3 -0.25443500D+04  353.7422088    0.1220604     87.962    24.720    FS
290.318
4 -0.22138666D+04  330.4833706    0.1298891     92.428    24.169    FS
286.403
5 -0.20133977D+04  200.4688929    0.0905515     90.456    24.385    FS
288.159
6 -0.14120439D+04  601.3538171    0.2986761    103.426    28.644    EM
270.930
7 -0.11874536D+04  224.5903171    0.1590534    107.940    28.800    EM
266.259
8 -0.11235440D+04   63.9095236    0.0538207    110.611    27.549    EM
264.840
9 -0.10927612D+04   30.7828791    0.0273980    114.628    26.165    EM
262.207
10 -0.10820043D+04   10.7568299    0.0098437    119.397    25.521    EM
258.081
11 -0.10781595D+04    3.8448303    0.0035534    123.852    25.468    EM
253.680
12 -0.10761015D+04    2.0579734    0.0019088    127.650    25.730    EM
249.621
13 -0.10747387D+04    1.3628252    0.0012664    130.824    26.162    EM
246.014
14 -0.10737241D+04    1.0145636    0.0009440    133.503    26.686    EM
242.811
15 -0.10729236D+04    0.8005207    0.0007456    135.814    27.245    EM
239.940

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 277

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.20369368D+04    0.0000000    0.0000000      1.284   106.373    EM
295.344
2 -0.19731529D+04   63.7839204    0.0313136      1.254   106.420    FS
295.325
3 -0.13787695D+04  594.3834176    0.3012354      0.796   125.110    EM
277.094
4 -0.12896577D+04   89.1117621    0.0646314      0.000   127.046    FS
275.954
5 -0.12373486D+04   52.3090871    0.0405604      0.000   129.507    FS
273.493
6 -0.11632030D+04   74.1456393    0.0599230      0.000   137.810    FS
265.190
7 -0.11132178D+04   49.9852361    0.0429721      0.000   153.699    FS
249.301
8 -0.10847583D+04   28.4594469    0.0255650      0.000   174.924    FS
228.076
9 -0.10740391D+04   10.7192007    0.0098816      0.000   192.047    FS
210.953
10 -0.10722911D+04    1.7480525    0.0016276      0.000   203.441    FS
199.559
11 -0.10722016D+04    0.0894892    0.0000835      0.000   209.974    FS
193.026

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 278

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.11631687D+04    0.0000000    0.0000000    129.890    81.749    EM
191.361
2 -0.11128131D+04   50.3555573    0.0432917    117.130    75.024    EM
210.846
3 -0.10976180D+04   15.1950816    0.0136547    111.053    71.315    EM
220.632
4 -0.10887332D+04    8.8848361    0.0080947    107.650    69.877    EM
225.473
5 -0.10825366D+04    6.1965729    0.0056915    105.503    69.631    EM
227.865
6 -0.10782612D+04    4.2754729    0.0039495    104.114    69.988    EM
228.898
7 -0.10754052D+04    2.8559225    0.0026486    103.273    70.639    EM
229.088
8 -0.10735511D+04    1.8541220    0.0017241    102.858    71.405    EM
228.737
9 -0.10723707D+04    1.1804301    0.0010996    102.780    72.177    EM
228.044
10 -0.10716259D+04    0.7447950    0.0006945    102.962    72.893    EM
227.145

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 279

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.22626218D+04    0.0000000    0.0000000      0.019   366.952    EM
36.028
2 -0.14270467D+04  835.5750878    0.3692951      0.002   268.848    EM
134.150
3 -0.12184745D+04  208.5722477    0.1461566      0.000   185.308    EM
217.691
4 -0.11480278D+04   70.4466567    0.0578155      0.000   156.048    EM
246.952
5 -0.11240985D+04   23.9292776    0.0208438      0.000   148.170    EM
254.830
6 -0.11082934D+04   15.8051008    0.0140602      0.000   146.224    EM
256.776
7 -0.10965421D+04   11.7513810    0.0106031      0.000   146.419    EM
256.581
8 -0.10883358D+04    8.2062901    0.0074838      0.000   147.769    EM
255.231
9 -0.10829844D+04    5.3513262    0.0049170      0.000   149.826    EM
253.174
10 -0.10796458D+04    3.3386779    0.0030828      0.000   152.281    EM
250.719
11 -0.10775825D+04    2.0632205    0.0019110      0.000   154.907    EM
248.093
12 -0.10762772D+04    1.3053329    0.0012114      0.000   157.556    EM
245.444
13 -0.10754129D+04    0.8642828    0.0008030      0.001   160.140    EM
242.860

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 280

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14551069D+04    0.0000000    0.0000000    133.387    31.946    EM
237.668
2 -0.14173182D+04   37.7886485    0.0259697     33.655   252.767    FS
116.578
3 -0.11021016D+04  315.2166497    0.2224036     42.771   260.185    EM
100.044
4 -0.10815193D+04   20.5822749    0.0186755     45.843   265.249    EM
91.908
5 -0.10749792D+04    6.5400877    0.0060471     46.512   268.683    EM
87.805
6 -0.10730146D+04    1.9646161    0.0018276     46.509   270.926    EM
85.566
7 -0.10720739D+04    0.9407360    0.0008767     46.167   272.500    EM
84.334

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 281

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16712227D+04    0.0000000    0.0000000      4.582   125.926    EM
272.492
2 -0.14152435D+04  255.9792406    0.1531688      3.752   126.859    FS
272.390
3 -0.13425140D+04   72.7295128    0.0513901      1.318   129.142    FS
272.540
4 -0.11900397D+04  152.4742292    0.1135737      1.576   136.621    EM
264.803
5 -0.11555094D+04   34.5303424    0.0290161      2.446   135.398    EM
265.156
6 -0.11314269D+04   24.0824570    0.0208414      3.751   133.935    EM
265.315
7 -0.11119431D+04   19.4838658    0.0172206      5.423   133.182    EM
264.395
8 -0.10973598D+04   14.5833022    0.0131152      7.277   133.195    EM
262.529
9 -0.10872814D+04   10.0783172    0.0091842      9.080   133.915    EM
260.004
10 -0.10806424D+04    6.6390917    0.0061061     10.580   135.296    EM
257.123
11 -0.10763917D+04    4.2506139    0.0039334     11.605   137.283    EM
254.112
12 -0.10737005D+04    2.6912631    0.0025003     12.171   139.722    EM
251.107
13 -0.10719732D+04    1.7273239    0.0016088     12.418   142.400    EM
248.182
14 -0.10708290D+04    1.1441702    0.0010673     12.490   145.129    EM
245.381
15 -0.10700406D+04    0.7883839    0.0007362     12.491   147.787    EM
242.723

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 282

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14870779D+04    0.0000000    0.0000000      0.193   290.814    EM
111.993
2 -0.14443264D+04   42.7515040    0.0287487      0.000   289.774    FS
113.226
3 -0.12542766D+04  190.0498346    0.1315837      0.000   131.547    FS
271.453
4 -0.11728620D+04   81.4146056    0.0649096      0.000   142.760    FS
260.240
5 -0.11231392D+04   49.7228291    0.0423944      0.000   154.308    FS
248.692
6 -0.10871070D+04   36.0321818    0.0320817      0.000   178.690    FS
224.310
7 -0.10743866D+04   12.7203728    0.0117011      0.000   195.893    FS
207.107
8 -0.10723092D+04    2.0773808    0.0019336      0.000   204.977    FS
198.023
9 -0.10722029D+04    0.1063460    0.0000992      0.000   210.363    FS
192.637

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 283

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14766836D+04    0.0000000    0.0000000    134.040    16.146    EM
252.814
2 -0.13677502D+04  108.9334174    0.0737690    133.767     0.040    FS
269.192
3 -0.11180795D+04  249.6706399    0.1825411    157.788     0.016    EM
245.196
4 -0.11144256D+04    3.6539604    0.0032681    166.418     0.000    FS
236.582
5 -0.10861276D+04   28.2980268    0.0253925    185.988     0.000    FS
217.012
6 -0.10739241D+04   12.2034528    0.0112357    200.817     0.000    FS
202.183
7 -0.10722970D+04    1.6270586    0.0015151    205.133     0.000    FS
197.867
8 -0.10722069D+04    0.0901648    0.0000841    209.915     0.000    FS
193.085

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 284

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16666954D+04    0.0000000    0.0000000     43.737   111.485    EM
247.779
2 -0.16298704D+04   36.8250080    0.0220946     35.381    98.305    FS
269.314
3 -0.12945785D+04  335.2918717    0.2057169     53.667    91.414    EM
257.919
4 -0.11690553D+04  125.5231774    0.0969607     75.174    71.652    EM
256.174
5 -0.11057180D+04   63.3373569    0.0541782     93.220    55.923    EM
253.857
6 -0.10832536D+04   22.4644039    0.0203166    106.166    45.745    EM
251.089
7 -0.10765382D+04    6.7153902    0.0061993    114.716    39.944    EM
248.340
8 -0.10740504D+04    2.4878091    0.0023109    120.151    36.854    EM
245.994
9 -0.10730535D+04    0.9968660    0.0009281    123.596    35.286    EM
244.118

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 285

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.18626977D+04    0.0000000    0.0000000     36.723    87.412    EM
278.865
2 -0.16384399D+04  224.2577314    0.1203941     35.146    88.685    FS
279.169
3 -0.12249314D+04  413.5085461    0.2523794     22.414   102.820    EM
277.765
4 -0.10921069D+04  132.8245426    0.1084343     19.787   112.264    EM
270.948
5 -0.10776974D+04   14.4094736    0.0131942     20.350   117.279    EM
265.370
6 -0.10748372D+04    2.8601768    0.0026540     21.497   120.072    EM
261.431
7 -0.10738283D+04    1.0088690    0.0009386     22.518   121.839    EM
258.643
8 -0.10733204D+04    0.5079180    0.0004730     23.334   123.106    EM
256.559

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 286

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15392802D+04    0.0000000    0.0000000    149.144   142.506    EM
111.350
2 -0.12242898D+04  314.9903740    0.2046349     52.598   135.383    FS
215.019
3 -0.12000514D+04   24.2383957    0.0197979      5.048   193.174    FS
204.778
4 -0.10977249D+04  102.3265327    0.0852685      6.383   196.280    EM
200.337
5 -0.10863598D+04   11.3650148    0.0103532      8.372   192.711    EM
201.916
6 -0.10794837D+04    6.8761054    0.0063295     10.164   187.650    EM
205.186
7 -0.10746975D+04    4.7862726    0.0044339     11.193   183.490    EM
208.317
8 -0.10717671D+04    2.9303765    0.0027267     11.560   180.811    EM
210.628
9 -0.10699686D+04    1.7984992    0.0016781     11.610   179.318    EM
212.072
10 -0.10688447D+04    1.1239111    0.0010504     11.550   178.615    EM
212.835
11 -0.10681466D+04    0.6980475    0.0006531     11.471   178.414    EM
213.116

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 287

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12641262D+04    0.0000000    0.0000000    118.311    37.664    EM
247.025
2 -0.12209108D+04   43.2153410    0.0341859    139.867     1.664    FS
261.469
3 -0.11772965D+04   43.6143486    0.0357228    136.841     1.814    EM
264.344
4 -0.11493152D+04   27.9812821    0.0237674    135.313     2.000    EM
265.687
5 -0.11267833D+04   22.5318631    0.0196046    135.187     2.193    EM
265.619
6 -0.11089346D+04   17.8487595    0.0158405    136.244     2.375    EM
264.381
7 -0.10961245D+04   12.8100665    0.0115517    138.232     2.540    EM
262.228
8 -0.10877423D+04    8.3821856    0.0076471    140.850     2.696    EM
259.454
9 -0.10825638D+04    5.1785273    0.0047608    143.794     2.859    EM
256.347
10 -0.10794001D+04    3.1636602    0.0029224    146.816     3.047    EM
253.137
11 -0.10774049D+04    1.9952519    0.0018485    149.747     3.275    EM
249.978
12 -0.10760668D+04    1.3381335    0.0012420    152.486     3.554    EM
246.959
13 -0.10751019D+04    0.9648185    0.0008966    154.989     3.886    EM
244.125

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 288

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19621939D+04    0.0000000    0.0000000      2.926   141.870    EM
258.204
2 -0.17962381D+04  165.9558400    0.0845767      6.243   138.269    FS
258.488
3 -0.11580528D+04  638.1853105    0.3552899      2.330   150.436    EM
250.233
4 -0.11316997D+04   26.3530807    0.0227564      1.067   150.727    EM
251.206
5 -0.11138776D+04   17.8220532    0.0157480      0.639   149.324    EM
253.037
6 -0.11005478D+04   13.3298669    0.0119671      0.513   148.654    EM
253.833
7 -0.10908769D+04    9.6708529    0.0087873      0.537   149.028    EM
253.436
8 -0.10842643D+04    6.6126453    0.0060618      0.628   150.262    EM
252.110
9 -0.10800121D+04    4.2521790    0.0039217      0.713   152.118    EM
250.169
10 -0.10773803D+04    2.6317488    0.0024368      0.770   154.355    EM
247.875
11 -0.10757481D+04    1.6322113    0.0015150      0.806   156.770    EM
245.424
12 -0.10747024D+04    1.0457298    0.0009721      0.832   159.219    EM
242.948
13 -0.10739989D+04    0.7034616    0.0006546      0.852   161.620    EM
240.528

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 289

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12088215D+04    0.0000000    0.0000000    147.494    39.126    EM
216.380
2 -0.11084252D+04  100.3963309    0.0830531    130.199    43.506    EM
229.294
3 -0.10953324D+04   13.0927968    0.0118121    119.609    47.621    EM
235.770
4 -0.10865982D+04    8.7342025    0.0079740    112.336    51.826    EM
238.838
5 -0.10808730D+04    5.7252126    0.0052689    107.131    55.748    EM
240.121
6 -0.10770930D+04    3.7799997    0.0034972    103.585    59.068    EM
240.347
7 -0.10749187D+04    2.1743199    0.0020187    101.254    61.849    EM
239.897
8 -0.10734893D+04    1.4294241    0.0013298     99.858    64.067    EM
239.075
9 -0.10726886D+04    0.8006664    0.0007459     99.095    65.891    EM
238.014

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 290

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12596239D+04    0.0000000    0.0000000     33.953   100.577    EM
268.470
2 -0.11690351D+04   90.5887268    0.0719173     59.460    74.110    FS
269.430
3 -0.11049254D+04   64.1097142    0.0548399      0.115   261.179    FS
141.707
4 -0.11021479D+04    2.7775293    0.0025138      0.000   259.956    FS
143.044
5 -0.10770875D+04   25.0604318    0.0227378      0.000   257.151    EM
145.849
6 -0.10735934D+04    3.4940219    0.0032440      0.000   254.557    EM
148.443
7 -0.10731943D+04    0.3991116    0.0003718      0.000   252.492    EM
150.508

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 291

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12888954D+04    0.0000000    0.0000000     12.228   294.371    EM
96.401
2 -0.11970850D+04   91.8103903    0.0712318      9.983   249.501    EM
143.516
3 -0.11555065D+04   41.5784755    0.0347331     10.126   214.638    EM
178.236
4 -0.11323480D+04   23.1585470    0.0200419     11.693   190.199    EM
201.108
5 -0.11153876D+04   16.9603307    0.0149780     14.332   173.520    EM
215.148
6 -0.11019772D+04   13.4104154    0.0120231     17.667   161.618    EM
223.715
7 -0.10918233D+04   10.1539368    0.0092143     21.301   152.718    EM
228.980
8 -0.10845461D+04    7.2771742    0.0066652     24.870   146.011    EM
232.119
9 -0.10796149D+04    4.9311913    0.0045468     28.106   141.077    EM
233.817
10 -0.10764473D+04    3.1675783    0.0029340     30.865   137.594    EM
234.541
11 -0.10745058D+04    1.9415189    0.0018036     33.109   135.259    EM
234.632
12 -0.10733586D+04    1.1471871    0.0010676     34.868   133.799    EM
234.333
13 -0.10726965D+04    0.6620983    0.0006168     36.207   132.985    EM
233.809

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 292

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.23479544D+04    0.0000000    0.0000000      2.260   114.122    EM
286.618
2 -0.20604645D+04  287.4898934    0.1224427      2.744   113.632    FS
286.623
3 -0.17160618D+04  344.4027500    0.1671481     87.064    35.412    FS
280.524
4 -0.16714929D+04   44.5688882    0.0259716    123.338     0.001    FS
279.661
5 -0.15507745D+04  120.7184420    0.0722219    123.867     0.000    FS
279.133
6 -0.15506960D+04    0.0784528    0.0000506    123.848     0.000    FS
279.152

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 293

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17505028D+04    0.0000000    0.0000000    101.481    26.486    EM
275.033
2 -0.16634582D+04   87.0445631    0.0497255     20.363   158.289    FS
224.348
3 -0.15683479D+04   95.1102538    0.0571762      4.964   124.093    FS
273.944
4 -0.14656627D+04  102.6852535    0.0654735      0.019   131.302    FS
271.680
5 -0.11796596D+04  286.0031186    0.1951357      0.016   141.183    EM
261.802
6 -0.11193106D+04   60.3489512    0.0511579      0.024   142.073    EM
260.903
7 -0.10978529D+04   21.4577476    0.0191705      0.049   143.139    EM
259.812
8 -0.10885121D+04    9.3407746    0.0085082      0.168   145.015    EM
257.818
9 -0.10824543D+04    6.0578529    0.0055653      0.601   147.155    EM
255.244
10 -0.10781512D+04    4.3030099    0.0039752      0.903   149.690    EM
252.407
11 -0.10758171D+04    2.3341239    0.0021649      0.943   152.584    EM
249.474
12 -0.10744086D+04    1.4085502    0.0013093      0.949   155.492    EM
246.560
13 -0.10734759D+04    0.9326854    0.0008681      0.951   158.292    EM
243.757

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 294

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16365905D+04    0.0000000    0.0000000     79.918    49.259    EM
273.823
2 -0.15576639D+04   78.9266031    0.0482262    103.938    22.488    FS
276.574
3 -0.12508905D+04  306.7734075    0.1969445     60.588    72.578    EM
269.834
4 -0.11242169D+04  126.6735604    0.1012667     28.991   109.386    EM
264.623
5 -0.10873018D+04   36.9151306    0.0328363     20.072   123.900    EM
259.028
6 -0.10785872D+04    8.7146348    0.0080149     17.672   127.934    EM
257.394
7 -0.10756058D+04    2.9813914    0.0027642     17.441   128.675    EM
256.885
8 -0.10743256D+04    1.2801976    0.0011902     17.914   128.664    EM
256.422
9 -0.10737363D+04    0.5892871    0.0005485     18.554   128.647    EM
255.798

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 295

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17047908D+04    0.0000000    0.0000000    235.164     8.934    EM
158.902
2 -0.12106479D+04  494.1428407    0.2898554    159.241     5.953    EM
237.806
3 -0.11118474D+04   98.8005366    0.0816096    144.729     3.572    EM
254.699
4 -0.10919417D+04   19.9057401    0.0179033    144.183     2.376    EM
256.441
5 -0.10847486D+04    7.1930859    0.0065874    146.370     1.713    EM
254.917
6 -0.10807308D+04    4.0177420    0.0037038    149.237     1.269    EM
252.494
7 -0.10780910D+04    2.6398125    0.0024426    152.060     1.142    EM
249.799
8 -0.10762287D+04    1.8623387    0.0017274    154.635     1.295    EM
247.070
9 -0.10753317D+04    0.8969604    0.0008334    157.115     1.421    EM
244.463

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 296

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14835935D+04    0.0000000    0.0000000      0.000   147.958    EM
255.042
2 -0.13837514D+04   99.8420091    0.0672974      0.000   145.269    FS
257.731
3 -0.12255931D+04  158.1583370    0.1142968      0.000   133.198    EM
269.802
4 -0.11884805D+04   37.1126443    0.0302814      0.000   131.707    EM
271.293
5 -0.11566119D+04   31.8685387    0.0268145      0.000   132.036    EM
270.964
6 -0.11293881D+04   27.2238443    0.0235376      0.000   133.427    EM
269.573
7 -0.11089490D+04   20.4390825    0.0180975      0.000   135.729    EM
267.271
8 -0.10953748D+04   13.5741891    0.0122406      0.000   138.731    EM
264.269
9 -0.10870965D+04    8.2783130    0.0075575      0.000   142.150    EM
260.850
10 -0.10822232D+04    4.8732811    0.0044828      0.000   145.718    EM
257.282
11 -0.10793217D+04    2.9014722    0.0026810      0.000   149.243    EM
253.757
12 -0.10775184D+04    1.8033954    0.0016709      0.000   152.614    EM
250.386
13 -0.10763330D+04    1.1853901    0.0011001      0.000   155.779    EM
247.221
14 -0.10755101D+04    0.8228348    0.0007645      0.000   158.724    EM
244.276

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 297

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12962615D+04    0.0000000    0.0000000      3.438   392.319    EM
7.242
2 -0.10945819D+04  201.6795275    0.1555855      3.646   390.672    EM
8.682
3 -0.10896932D+04    4.8887302    0.0044663      3.877   389.068    EM
10.056
4 -0.10861491D+04    3.5440969    0.0032524      4.115   387.541    EM
11.344
5 -0.10834597D+04    2.6894306    0.0024761      4.351   386.110    EM
12.540
6 -0.10813854D+04    2.0742816    0.0019145      4.581   384.779    EM
13.640
7 -0.10797720D+04    1.6133770    0.0014920      4.805   383.547    EM
14.648
8 -0.10785147D+04    1.2573031    0.0011644      5.024   382.407    EM
15.569
9 -0.10775377D+04    0.9770104    0.0009059      5.239   381.352    EM
16.409

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 298

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16610887D+04    0.0000000    0.0000000    112.285    59.140    EM
231.575
2 -0.15458352D+04  115.2534320    0.0693843    231.545    37.972    FS
133.483
3 -0.11403236D+04  405.5116177    0.2623253    196.983    47.967    EM
158.050
4 -0.11190631D+04   21.2604907    0.0186443    167.183    57.720    EM
178.097
5 -0.11041338D+04   14.9293002    0.0133409    142.834    66.819    EM
193.346
6 -0.10939643D+04   10.1695443    0.0092104    123.733    74.933    EM
204.334
7 -0.10869685D+04    6.9957652    0.0063949    109.243    81.724    EM
212.033
8 -0.10822478D+04    4.7207551    0.0043430     98.496    87.107    EM
217.397
9 -0.10791073D+04    3.1404909    0.0029018     90.632    91.212    EM
221.155
10 -0.10770148D+04    2.0924324    0.0019390     84.919    94.262    EM
223.819
11 -0.10755977D+04    1.4171890    0.0013158     80.790    96.483    EM
225.727
12 -0.10746143D+04    0.9833942    0.0009143     77.820    98.079    EM
227.101

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 299

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.23165177D+04    0.0000000    0.0000000      2.442   121.644    EM
278.914
2 -0.19742872D+04  342.2304817    0.1477349      2.435   121.658    FS
278.908
3 -0.17285213D+04  245.7658746    0.1244833      2.305   121.787    FS
278.908
4 -0.16573262D+04   71.1951231    0.0411885      2.103   121.988    FS
278.909
5 -0.15515573D+04  105.7688598    0.0638190      0.000   124.325    FS
278.675
6 -0.14522409D+04   99.3163898    0.0640108      0.000   125.565    FS
277.435
7 -0.13641766D+04   88.0643127    0.0606403      0.000   129.115    FS
273.885
8 -0.12892933D+04   74.8833518    0.0548927      0.000   139.572    FS
263.428
9 -0.12337126D+04   55.5807184    0.0431094      0.000   164.134    FS
238.866
10 -0.11962989D+04   37.4136259    0.0303260      0.000   194.455    FS
208.545
11 -0.11676687D+04   28.6302144    0.0239323      0.000   200.210    FS
202.790
12 -0.11429125D+04   24.7562354    0.0212014      0.000   190.670    FS
212.330
13 -0.11217333D+04   21.1792275    0.0185309      0.000   184.456    FS
218.544
14 -0.11046670D+04   17.0662599    0.0152142      0.000   180.910    FS
222.090
15 -0.10919029D+04   12.7641265    0.0115547      0.000   179.968    FS
223.032
16 -0.10830353D+04    8.8676262    0.0081213      0.000   181.968    FS
221.032
17 -0.10773059D+04    5.7293048    0.0052900      0.000   187.325    FS
215.675
18 -0.10740346D+04    3.2713764    0.0030366      0.000   195.831    FS
207.169
19 -0.10726195D+04    1.4150304    0.0013175      0.000   205.310    FS
197.690
20 -0.10722549D+04    0.3646529    0.0003400      0.000   211.228    FS
191.772

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 300

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16030594D+04    0.0000000    0.0000000     28.924    95.130    EM
278.946
2 -0.11918270D+04  411.2324044    0.2565297      9.047   116.416    EM
277.537
3 -0.11523646D+04   39.4623212    0.0331108      0.035   126.323    FS
276.642
4 -0.11049890D+04   47.3756282    0.0411117      0.023   131.391    EM
271.586
5 -0.10903554D+04   14.6336007    0.0132432      0.021   136.408    EM
266.571
6 -0.10837669D+04    6.5884833    0.0060425      0.023   141.259    EM
261.718
7 -0.10802558D+04    3.5111266    0.0032397      0.031   145.724    EM
257.245
8 -0.10781379D+04    2.1179001    0.0019606      0.061   149.744    EM
253.195
9 -0.10766791D+04    1.4588130    0.0013531      0.179   153.270    EM
249.551
10 -0.10753382D+04    1.3409003    0.0012454      0.591   156.114    EM
246.295
11 -0.10737855D+04    1.5526400    0.0014439      1.255   158.273    EM
243.473
12 -0.10727403D+04    1.0452431    0.0009734      1.608   160.311    EM
241.081
13 -0.10722627D+04    0.4775560    0.0004452      1.705   162.373    EM
238.921

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 301

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12116515D+04    0.0000000    0.0000000    243.910    39.553    EM
119.537
2 -0.11406594D+04   70.9921208    0.0585912    215.048    44.349    EM
143.603
3 -0.11214569D+04   19.2025490    0.0168346    193.294    48.070    EM
161.635
4 -0.11085544D+04   12.9024088    0.0115050    177.224    50.995    EM
174.781
5 -0.10982166D+04   10.3378405    0.0093255    165.646    53.093    EM
184.261
6 -0.10895863D+04    8.6303187    0.0078585    157.665    54.230    EM
191.105
7 -0.10831551D+04    6.4311661    0.0059024    152.031    54.964    EM
196.005
8 -0.10783057D+04    4.8493789    0.0044771    148.382    55.252    EM
199.366
9 -0.10761211D+04    2.1846381    0.0020260    146.070    55.478    EM
201.452
10 -0.10740485D+04    2.0726188    0.0019260    144.883    55.347    EM
202.769
11 -0.10735398D+04    0.5086622    0.0004736    144.357    55.056    EM
203.587

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 302

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16485980D+04    0.0000000    0.0000000      0.000   133.170    EM
269.830
2 -0.15544165D+04   94.1815775    0.0571283      0.002   132.852    FS
270.146
3 -0.13454398D+04  208.9766680    0.1344406      0.002   133.590    EM
269.407
4 -0.12227243D+04  122.7155117    0.0912085      0.005   132.760    EM
270.236
5 -0.11506040D+04   72.1202686    0.0589833      0.010   133.224    EM
269.765
6 -0.11167108D+04   33.8932149    0.0294569      0.020   134.923    EM
268.057
7 -0.10997285D+04   16.9822476    0.0152074      0.035   137.579    EM
265.385
8 -0.10896797D+04   10.0488891    0.0091376      0.057   140.823    EM
262.120
9 -0.10837265D+04    5.9531137    0.0054632      0.087   144.319    EM
258.594
10 -0.10802013D+04    3.5252113    0.0032529      0.133   147.821    EM
255.046
11 -0.10780243D+04    2.1769993    0.0020154      0.214   151.166    EM
251.620
12 -0.10765645D+04    1.4598329    0.0013542      0.372   154.238    EM
248.390
13 -0.10754609D+04    1.1035521    0.0010251      0.673   156.943    EM
245.384
14 -0.10745173D+04    0.9436405    0.0008774      1.174   159.218    EM
242.608

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 303

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16484504D+04    0.0000000    0.0000000    113.390    18.631    EM
270.980
2 -0.13627897D+04  285.6607045    0.1732904     79.887    47.391    EM
275.722
3 -0.12022910D+04  160.4986954    0.1177722     45.664    83.513    EM
273.822
4 -0.11179044D+04   84.3866060    0.0701882     25.520   107.687    EM
269.794
5 -0.10879715D+04   29.9329200    0.0267759     17.228   120.782    EM
264.990
6 -0.10790084D+04    8.9630816    0.0082383     14.287   128.257    EM
260.455
7 -0.10759578D+04    3.0506298    0.0028273     13.422   132.954    EM
256.623
8 -0.10745783D+04    1.3794585    0.0012821     13.344   136.174    EM
253.482
9 -0.10737599D+04    0.8184443    0.0007616     13.542   138.589    EM
250.869

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 304

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16630126D+04    0.0000000    0.0000000     58.861    64.776    EM
279.362
2 -0.15155781D+04  147.4345573    0.0886551     41.000    82.985    FS
279.015
3 -0.11357499D+04  379.8281569    0.2506160     12.080   117.441    EM
273.479
4 -0.11185529D+04   17.1970418    0.0151416      0.002   132.185    FS
270.813
5 -0.10905885D+04   27.9643606    0.0250005      0.001   137.326    EM
265.672
6 -0.10831740D+04    7.4145177    0.0067986      0.001   142.367    EM
260.631
7 -0.10795020D+04    3.6719357    0.0033900      0.001   147.126    EM
255.873
8 -0.10774914D+04    2.0106490    0.0018626      0.001   151.372    EM
251.627
9 -0.10762552D+04    1.2361984    0.0011473      0.001   155.119    EM
247.879
10 -0.10754263D+04    0.8288497    0.0007701      0.001   158.441    EM
244.557

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 305

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.20473269D+04    0.0000000    0.0000000      2.111   173.518    EM
227.371
2 -0.17013507D+04  345.9761699    0.1689892      2.013   179.054    FS
221.932
3 -0.14627615D+04  238.5891506    0.1402351      4.185   176.638    FS
222.178
4 -0.12042925D+04  258.4689899    0.1766993      1.278   149.305    EM
252.417
5 -0.11685681D+04   35.7244017    0.0296642      0.710   141.133    EM
261.158
6 -0.11429048D+04   25.6633046    0.0219613      0.539   138.843    EM
263.619
7 -0.11218843D+04   21.0205620    0.0183922      0.488   138.595    EM
263.917
8 -0.11054299D+04   16.4543457    0.0146667      0.509   139.606    EM
262.885
9 -0.10936513D+04   11.7786660    0.0106553      0.578   141.535    EM
260.886
10 -0.10859362D+04    7.7150329    0.0070544      0.657   144.100    EM
258.244
11 -0.10811545D+04    4.7817029    0.0044033      0.725   147.025    EM
255.250
12 -0.10782359D+04    2.9186299    0.0026995      0.778   150.088    EM
252.134
13 -0.10764179D+04    1.8179757    0.0016861      0.816   153.134    EM
249.050
14 -0.10752344D+04    1.1835734    0.0010995      0.844   156.070    EM
246.086
15 -0.10744219D+04    0.8124850    0.0007556      0.867   158.850    EM
243.284

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 306

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.27893605D+04    0.0000000    0.0000000     90.707    30.448    EM
281.845
2 -0.23470624D+04  442.2981041    0.1585661     78.077    44.783    FS
280.140
3 -0.20768573D+04  270.2050546    0.1151248     74.377    48.812    FS
279.812
4 -0.18022718D+04  274.5855003    0.1322120     76.516    46.893    FS
279.591
5 -0.16948480D+04  107.4238810    0.0596047     83.048    40.631    FS
279.321
6 -0.15422178D+04  152.6301261    0.0900554     58.593    66.070    FS
278.337
7 -0.14421092D+04  100.1086278    0.0649121     46.362    80.246    FS
276.392
8 -0.13549940D+04   87.1151900    0.0604082     50.093    82.573    FS
270.334
9 -0.12820256D+04   72.9684141    0.0538515     63.016    87.738    FS
252.246
10 -0.12302136D+04   51.8119863    0.0404142     78.046   118.227    FS
206.727
11 -0.11924096D+04   37.8040515    0.0307297     74.524   172.305    FS
156.171
12 -0.11633168D+04   29.0927586    0.0243983     36.914   208.449    FS
157.637
13 -0.11360024D+04   27.3144081    0.0234798     40.858   176.342    FS
185.800
14 -0.11148327D+04   21.1697347    0.0186353     61.136   154.096    FS
187.768
15 -0.10963804D+04   18.4522528    0.0165516     50.855   143.704    FS
208.442
16 -0.10837347D+04   12.6457205    0.0115341     52.638   143.804    FS
206.559
17 -0.10764653D+04    7.2693811    0.0067077     51.771   148.199    FS
203.030
18 -0.10729955D+04    3.4698098    0.0032233     39.704   161.233    FS
202.063
19 -0.10711062D+04    1.8892884    0.0017608     27.507   174.070    FS
201.424
20 -0.10702588D+04    0.8473736    0.0007911     28.642   182.521    FS
191.837

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 307

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15802504D+04    0.0000000    0.0000000      3.120   122.783    EM
277.097
2 -0.14344337D+04  145.8166722    0.0922744      6.083   119.905    FS
277.012
3 -0.12558197D+04  178.6140257    0.1245188     14.384   113.817    EM
274.798
4 -0.11782642D+04   77.5554686    0.0617569     27.821   101.551    EM
273.628
5 -0.11346706D+04   43.5936170    0.0369982     40.316    92.043    EM
270.640
6 -0.11079602D+04   26.7103699    0.0235402     52.252    83.917    EM
266.831
7 -0.10910304D+04   16.9298690    0.0152802     63.479    76.561    EM
262.960
8 -0.10815783D+04    9.4520345    0.0086634     72.826    70.949    EM
259.225
9 -0.10767875D+04    4.7907872    0.0044294     79.934    67.144    EM
255.922
10 -0.10744417D+04    2.3457880    0.0021785     85.063    64.742    EM
253.195
11 -0.10732897D+04    1.1520092    0.0010722     88.655    63.315    EM
251.031
12 -0.10727123D+04    0.5774871    0.0005381     91.127    62.532    EM
249.341

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 308

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16467879D+04    0.0000000    0.0000000    199.725     7.077    EM
196.199
2 -0.14000101D+04  246.7777852    0.1498540    238.629     0.000    FS
164.371
3 -0.11822880D+04  217.7220661    0.1555146    284.596     0.000    FS
118.404
4 -0.10733555D+04  108.9325138    0.0921370    282.782     0.000    EM
120.218
5 -0.10731619D+04    0.1935855    0.0001804    281.586     0.000    EM
121.414

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 309

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13270431D+04    0.0000000    0.0000000     48.278    86.530    EM
268.192
2 -0.11618291D+04  165.2140081    0.1244979     25.054   115.676    EM
262.270
3 -0.11173756D+04   44.4534933    0.0382616     12.050   130.728    EM
260.222
4 -0.10962996D+04   21.0759221    0.0188620      6.382   138.456    EM
258.162
5 -0.10859052D+04   10.3944746    0.0094814      4.000   143.352    EM
255.648
6 -0.10806045D+04    5.3006943    0.0048814      2.992   147.188    EM
252.820
7 -0.10777243D+04    2.8801899    0.0026654      2.610   150.509    EM
249.881
8 -0.10760030D+04    1.7213075    0.0015972      2.557   153.461    EM
246.981
9 -0.10748591D+04    1.1438394    0.0010630      2.697   156.095    EM
244.208
10 -0.10740343D+04    0.8248034    0.0007674      2.944   158.459    EM
241.597

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 310

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16470690D+04    0.0000000    0.0000000    123.498     5.086    EM
274.416
2 -0.11142910D+04  532.7780061    0.3234704    129.002     7.144    EM
266.854
3 -0.10986421D+04   15.6488387    0.0140438    130.009     9.280    EM
263.711
4 -0.10887208D+04    9.9213396    0.0090305    131.003    11.511    EM
260.486
5 -0.10826996D+04    6.0211503    0.0055305    132.220    13.753    EM
257.027
6 -0.10791152D+04    3.5844435    0.0033107    133.528    15.930    EM
253.542
7 -0.10769448D+04    2.1703590    0.0020112    134.808    17.995    EM
250.198
8 -0.10755766D+04    1.3682231    0.0012705    135.989    19.924    EM
247.087
9 -0.10746721D+04    0.9045698    0.0008410    137.040    21.713    EM
244.247

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 311

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12760007D+04    0.0000000    0.0000000      2.419   210.393    EM
190.188
2 -0.11353141D+04  140.6866315    0.1102559      0.961   197.681    EM
204.358
3 -0.11177889D+04   17.5251042    0.0154363      0.581   187.639    EM
214.779
4 -0.11044114D+04   13.3775126    0.0119678      0.517   180.352    EM
222.131
5 -0.10941786D+04   10.2328358    0.0092654      0.556   175.317    EM
227.126
6 -0.10866803D+04    7.4983475    0.0068529      0.622   172.118    EM
230.260
7 -0.10814455D+04    5.2347323    0.0048172      0.688   170.369    EM
231.944
8 -0.10779720D+04    3.4735477    0.0032119      0.751   169.709    EM
232.540
9 -0.10757684D+04    2.2035246    0.0020441      0.813   169.823    EM
232.363
10 -0.10744115D+04    1.3569581    0.0012614      0.873   170.459    EM
231.667
11 -0.10735812D+04    0.8302586    0.0007728      0.933   171.425    EM
230.642

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 312

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.18241409D+04    0.0000000    0.0000000      5.665   116.145    EM
281.191
2 -0.16612919D+04  162.8490115    0.0892744      4.904   117.377    FS
280.719
3 -0.15888856D+04   72.4063197    0.0435843     21.091   102.663    FS
279.246
4 -0.14751399D+04  113.7457233    0.0715884     16.608   107.843    FS
278.550
5 -0.13779201D+04   97.2197787    0.0659055     10.576   114.662    FS
277.762
6 -0.12817862D+04   96.1339282    0.0697674      3.926   121.398    FS
277.676
7 -0.12137286D+04   68.0576108    0.0530959      0.027   127.733    FS
275.240
8 -0.11831632D+04   30.5654039    0.0251831      0.000   133.045    FS
269.955
9 -0.11359647D+04   47.1984134    0.0398917      0.000   144.626    FS
258.374
10 -0.10977512D+04   38.2135636    0.0336397      0.000   169.213    FS
233.787
11 -0.10820083D+04   15.7428977    0.0143410      0.000   193.126    FS
209.874
12 -0.10756806D+04    6.3277214    0.0058481      0.000   201.106    FS
201.894
13 -0.10731338D+04    2.5467985    0.0023676      0.000   206.186    FS
196.814
14 -0.10723606D+04    0.7731969    0.0007205      0.000   211.091    FS
191.909

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 313

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13092045D+04    0.0000000    0.0000000     74.191    59.503    EM
269.306
2 -0.12650152D+04   44.1892473    0.0337527     36.763   109.144    FS
257.093
3 -0.11145536D+04  150.4616608    0.1189406     38.851   106.917    EM
257.232
4 -0.10955849D+04   18.9686264    0.0170190     44.894   101.382    EM
256.723
5 -0.10857920D+04    9.7929380    0.0089385     51.334    96.148    EM
255.518
6 -0.10799431D+04    5.8488770    0.0053867     57.218    92.051    EM
253.730
7 -0.10765975D+04    3.3456063    0.0030979     62.144    89.133    EM
251.723
8 -0.10747212D+04    1.8762951    0.0017428     66.058    87.176    EM
249.766
9 -0.10736674D+04    1.0537789    0.0009805     69.070    85.937    EM
247.993
10 -0.10730668D+04    0.6006842    0.0005595     71.339    85.214    EM
246.446

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 314

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.26427722D+04    0.0000000    0.0000000      0.000   125.218    EM
277.782
2 -0.26424140D+04    0.3581886    0.0001355      0.000   125.227    FS
277.773
3 -0.22372325D+04  405.1815295    0.1533376      0.000   125.245    FS
277.755
4 -0.18477091D+04  389.5233965    0.1741095      0.000   125.232    FS
277.768
5 -0.15089560D+04  338.7531366    0.1833368      0.000   125.120    FS
277.880
6 -0.13007656D+04  208.1903679    0.1379698      0.000   124.837    FS
278.163
7 -0.11277449D+04  173.0207241    0.1330145      0.000   128.877    EM
274.123
8 -0.11108414D+04   16.9035036    0.0149888      0.000   132.963    FS
270.037
9 -0.10821972D+04   28.6441564    0.0257860      0.000   148.950    FS
254.050
10 -0.10738565D+04    8.3406930    0.0077072      0.000   177.125    FS
225.875
11 -0.10723568D+04    1.4997062    0.0013966      0.000   201.917    FS
201.083
12 -0.10722100D+04    0.1468543    0.0001369      0.000   209.378    FS
193.622

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 315

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16306524D+04    0.0000000    0.0000000     48.097   336.678    EM
18.225
2 -0.13449811D+04  285.6712751    0.1751883     32.712   349.828    FS
20.460
3 -0.11775306D+04  167.4505417    0.1245003      9.316   339.696    FS
53.987
4 -0.11195563D+04   57.9742744    0.0492338     11.387   317.481    EM
74.132
5 -0.10985982D+04   20.9580910    0.0187200     13.116   298.855    EM
91.029
6 -0.10886031D+04    9.9950744    0.0090980     14.608   284.284    EM
104.107
7 -0.10827051D+04    5.8980395    0.0054180     15.981   273.156    EM
113.863
8 -0.10787740D+04    3.9311333    0.0036308     17.343   264.585    EM
121.072
9 -0.10757311D+04    3.0428207    0.0028206     18.798   257.766    EM
126.436
10 -0.10729579D+04    2.7731935    0.0025780     20.378   252.131    EM
130.491
11 -0.10705933D+04    2.3646624    0.0022039     21.931   247.461    EM
133.608
12 -0.10690574D+04    1.5358712    0.0014346     23.262   243.698    EM
136.041
13 -0.10682290D+04    0.8283945    0.0007749     24.297   240.719    EM
137.983

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 316

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13599449D+04    0.0000000    0.0000000     21.604   131.709    EM
249.687
2 -0.12888595D+04   71.0854653    0.0522708      8.695   146.570    FS
247.735
3 -0.11464361D+04  142.4233377    0.1105034     16.326   134.483    EM
252.191
4 -0.11207699D+04   25.6661932    0.0223878     26.400   121.349    EM
255.252
5 -0.11025212D+04   18.2487502    0.0162823     36.337   110.281    EM
256.382
6 -0.10903147D+04   12.2064667    0.0110714     44.752   102.306    EM
255.941
7 -0.10828539D+04    7.4608301    0.0068428     51.300    97.099    EM
254.601
8 -0.10784945D+04    4.3593700    0.0040258     56.216    93.882    EM
252.903
9 -0.10759952D+04    2.4993437    0.0023174     59.863    91.982    EM
251.155
10 -0.10745623D+04    1.4329233    0.0013317     62.570    90.932    EM
249.499
11 -0.10737243D+04    0.8379485    0.0007798     64.592    90.422    EM
247.986

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 317

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13615463D+04    0.0000000    0.0000000    385.530     4.421    EM
13.049
2 -0.11174878D+04  244.0584212    0.1792509    388.205     3.793    EM
11.002
3 -0.10957320D+04   21.7557974    0.0194685    389.572     3.405    EM
10.023
4 -0.10867640D+04    8.9680367    0.0081845    390.371     3.146    EM
9.484
5 -0.10821238D+04    4.6401665    0.0042697    390.881     2.960    EM
9.159
6 -0.10794639D+04    2.6599122    0.0024580    391.223     2.824    EM
8.953
7 -0.10778476D+04    1.6163460    0.0014974    391.458     2.724    EM
8.818
8 -0.10768278D+04    1.0197718    0.0009461    391.618     2.650    EM
8.732
9 -0.10761671D+04    0.6607138    0.0006136    391.724     2.596    EM
8.680

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 318

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15506343D+04    0.0000000    0.0000000    117.807    40.038    EM
245.155
2 -0.13906809D+04  159.9534377    0.1031535    133.172    14.945    FS
254.883
3 -0.11339671D+04  256.7137732    0.1845957    128.689    12.484    EM
261.827
4 -0.11134396D+04   20.5275117    0.0181024    128.791    11.868    EM
262.341
5 -0.10989890D+04   14.4506448    0.0129784    129.923    11.960    EM
261.117
6 -0.10891220D+04    9.8669378    0.0089782    131.629    12.362    EM
259.009
7 -0.10827773D+04    6.3447546    0.0058256    133.756    12.874    EM
256.369
8 -0.10788315D+04    3.9457739    0.0036441    136.149    13.395    EM
253.456
9 -0.10763749D+04    2.4566549    0.0022771    138.664    13.878    EM
250.458
10 -0.10747998D+04    1.5750792    0.0014633    141.192    14.312    EM
247.496
11 -0.10737436D+04    1.0562202    0.0009827    143.661    14.697    EM
244.642
12 -0.10730002D+04    0.7433569    0.0006923    146.028    15.041    EM
241.931

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 319

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12865873D+04    0.0000000    0.0000000     34.372   120.749    EM
247.879
2 -0.11344544D+04  152.1329777    0.1182454     44.840   108.513    EM
249.647
3 -0.11081310D+04   26.3233742    0.0232036     56.674    94.399    EM
251.927
4 -0.10946157D+04   13.5153124    0.0121965     67.350    82.815    EM
252.836
5 -0.10858782D+04    8.7374245    0.0079822     76.274    74.128    EM
252.597
6 -0.10803916D+04    5.4866737    0.0050528     83.252    67.957    EM
251.790
7 -0.10771016D+04    3.2899312    0.0030451     88.380    63.804    EM
250.816
8 -0.10751858D+04    1.9158366    0.0017787     91.944    61.179    EM
249.877
9 -0.10740783D+04    1.1074554    0.0010300     94.296    59.655    EM
249.049
10 -0.10734279D+04    0.6504211    0.0006056     95.770    58.888    EM
248.342

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 320

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.18679004D+04    0.0000000    0.0000000    103.294    44.333    EM
255.373
2 -0.17861762D+04   81.7242046    0.0437519    112.066    21.438    FS
269.495
3 -0.16700815D+04  116.0946474    0.0649962    127.651     0.001    FS
275.348
4 -0.15561833D+04  113.8982488    0.0681992    129.162     0.000    FS
273.838
5 -0.14688765D+04   87.3067743    0.0561031    135.707     0.000    FS
267.293
6 -0.13884627D+04   80.4138463    0.0547451    150.955     0.000    FS
252.045
7 -0.13042138D+04   84.2488664    0.0606778    178.969     0.000    FS
224.031
8 -0.12379131D+04   66.3006713    0.0508357    211.630     0.000    FS
191.370
9 -0.11787140D+04   59.1990898    0.0478217    227.120     0.000    FS
175.880
10 -0.11300392D+04   48.6747989    0.0412948    216.745     0.000    FS
186.255
11 -0.10954489D+04   34.5902855    0.0306098    200.918     0.000    FS
202.082
12 -0.10773069D+04   18.1420656    0.0165613    194.453     0.000    FS
208.547
13 -0.10725501D+04    4.7568107    0.0044155    198.985     0.000    FS
204.015
14 -0.10722057D+04    0.3443564    0.0003211    208.123     0.000    FS
194.877

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 321

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16912705D+04    0.0000000    0.0000000     29.151    94.761    EM
279.088
2 -0.15134619D+04  177.8086637    0.1051332     39.070    85.218    FS
278.712
3 -0.14027612D+04  110.7006720    0.0731440     44.280    80.682    FS
278.037
4 -0.10970798D+04  305.6813969    0.2179141     58.351    77.183    EM
267.466
5 -0.10839896D+04   13.0902207    0.0119319     67.383    72.348    EM
263.269
6 -0.10781301D+04    5.8594829    0.0054055     74.248    69.236    EM
259.516
7 -0.10753642D+04    2.7659174    0.0025655     79.379    67.476    EM
256.145
8 -0.10740346D+04    1.3295993    0.0012364     83.139    66.596    EM
253.266
9 -0.10733504D+04    0.6842146    0.0006371     85.891    66.250    EM
250.859

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 322

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15864868D+04    0.0000000    0.0000000      0.009   123.387    EM
279.604
2 -0.15285854D+04   57.9013927    0.0364966      0.443   122.964    FS
279.593
3 -0.14991527D+04   29.4327102    0.0192549      0.000   123.492    FS
279.508
4 -0.13920313D+04  107.1213988    0.0714546      0.000   123.849    FS
279.151
5 -0.12993733D+04   92.6580149    0.0665632      0.000   124.047    FS
278.953
6 -0.12230146D+04   76.3586736    0.0587658      0.000   124.392    FS
278.608
7 -0.11622498D+04   60.7647832    0.0496844      0.000   125.541    FS
277.459
8 -0.11175962D+04   44.6536559    0.0384200      0.000   129.435    FS
273.565
9 -0.10896003D+04   27.9959120    0.0250501      0.000   140.828    FS
262.172
10 -0.10765376D+04   13.0626671    0.0119885      0.000   165.314    FS
237.686
11 -0.10727901D+04    3.7474738    0.0034810      0.000   194.201    FS
208.799
12 -0.10722444D+04    0.5456950    0.0005087      0.000   207.564    FS
195.436

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 323

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13480657D+04    0.0000000    0.0000000     34.633   182.963    EM
185.404
2 -0.12135361D+04  134.5295803    0.0997945     25.335   116.881    FS
260.784
3 -0.11772708D+04   36.2653280    0.0298840      0.002   157.164    FS
245.835
4 -0.10779333D+04   99.3374636    0.0843795      0.000   165.861    EM
237.139
5 -0.10744344D+04    3.4989449    0.0032460      0.000   169.521    EM
233.479
6 -0.10737201D+04    0.7142909    0.0006648      0.000   172.082    EM
230.918

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 324

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16254525D+04    0.0000000    0.0000000    100.498    40.407    EM
262.095
2 -0.14537517D+04  171.7007953    0.1056326     97.717    40.093    FS
265.189
3 -0.12326608D+04  221.0908825    0.1520830     83.544    52.748    EM
266.709
4 -0.11360089D+04   96.6518689    0.0784091     68.820    69.315    EM
264.865
5 -0.10927805D+04   43.2283998    0.0380529     58.130    82.934    EM
261.936
6 -0.10796857D+04   13.0948455    0.0119831     51.539    92.621    EM
258.840
7 -0.10756488D+04    4.0369044    0.0037390     47.987    98.852    EM
256.161
8 -0.10739560D+04    1.6927418    0.0015737     46.277   102.598    EM
254.126
9 -0.10731826D+04    0.7733845    0.0007201     45.608   104.751    EM
252.641

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 325

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13699829D+04    0.0000000    0.0000000     86.173   103.773    EM
213.055
2 -0.11617591D+04  208.2238330    0.1519901    117.477    60.203    FS
225.320
3 -0.11200929D+04   41.6661397    0.0358647    110.974    52.207    EM
239.819
4 -0.11043944D+04   15.6985100    0.0140154    108.109    49.416    EM
245.475
5 -0.10935318D+04   10.8626300    0.0098358    107.113    48.307    EM
247.581
6 -0.10858360D+04    7.6957909    0.0070376    107.212    47.875    EM
247.913
7 -0.10806220D+04    5.2140329    0.0048019    108.031    47.800    EM
247.169
8 -0.10772391D+04    3.3829024    0.0031305    109.320    47.939    EM
245.741
9 -0.10750959D+04    2.1431388    0.0019895    110.893    48.205    EM
243.902
10 -0.10737346D+04    1.3613176    0.0012662    112.609    48.544    EM
241.847
11 -0.10728455D+04    0.8891077    0.0008281    114.375    48.919    EM
239.706

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 326

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.11979072D+04    0.0000000    0.0000000    118.704    16.801    EM
267.495
2 -0.11105975D+04   87.3097089    0.0728852    122.473    11.696    EM
268.831
3 -0.10928285D+04   17.7689881    0.0159995    128.384     9.008    EM
265.607
4 -0.10842812D+04    8.5473501    0.0078213    133.708     7.620    EM
261.672
5 -0.10799860D+04    4.2951102    0.0039613    138.322     6.898    EM
257.779
6 -0.10775992D+04    2.3868761    0.0022101    142.273     6.545    EM
254.182
7 -0.10761626D+04    1.4366168    0.0013332    145.709     6.382    EM
250.910
8 -0.10752195D+04    0.9430234    0.0008763    148.758     6.302    EM
247.940

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 327

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.23661706D+04    0.0000000    0.0000000     53.901    71.047    EM
278.052
2 -0.21025027D+04  263.6678840    0.1114323     38.043    86.542    FS
278.416
3 -0.19842305D+04  118.2722598    0.0562531     38.378    86.467    FS
278.155
4 -0.19073141D+04   76.9163951    0.0387638      9.630   115.741    FS
277.629
5 -0.17994734D+04  107.8407010    0.0565406     12.135   116.419    FS
274.446
6 -0.17057724D+04   93.7009893    0.0520713     40.984   106.816    FS
255.200
7 -0.14511875D+04  254.5848473    0.1492490     43.952   113.932    EM
245.116
8 -0.13151808D+04  136.0067282    0.0937210     46.064   115.371    EM
241.565
9 -0.12021994D+04  112.9813980    0.0859056     47.915   115.692    EM
239.393
10 -0.11233814D+04   78.8180397    0.0655615     49.644   115.487    EM
237.869
11 -0.10847716D+04   38.6097900    0.0343693     51.369   115.163    EM
236.468
12 -0.10745599D+04   10.2116729    0.0094137     53.135   115.075    EM
234.790
13 -0.10732057D+04    1.3542173    0.0012603     54.839   115.216    EM
232.945
14 -0.10727922D+04    0.4134402    0.0003852     56.385   115.380    EM
231.235

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 328

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15340337D+04    0.0000000    0.0000000     34.241    94.091    EM
274.668
2 -0.12921886D+04  241.8451218    0.1576531     14.244   115.892    FS
272.864
3 -0.12892330D+04    2.9555976    0.0022873      0.000   133.940    FS
269.060
4 -0.11072524D+04  181.9805750    0.1411541      0.000   138.350    EM
264.650
5 -0.10845876D+04   22.6647934    0.0204694      0.000   142.425    EM
260.575
6 -0.10795859D+04    5.0017147    0.0046116      0.000   146.698    EM
256.302
7 -0.10776590D+04    1.9269052    0.0017849      0.000   150.769    EM
252.231
8 -0.10764355D+04    1.2234601    0.0011353      0.000   154.454    EM
248.546
9 -0.10755862D+04    0.8493365    0.0007890      0.000   157.759    EM
245.241

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 329

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14363886D+04    0.0000000    0.0000000     64.685    67.037    EM
271.278
2 -0.12900658D+04  146.3227680    0.1018685     14.817   141.729    FS
246.454
3 -0.11698897D+04  120.1760687    0.0931550      0.000   206.553    FS
196.447
4 -0.10800998D+04   89.7898712    0.0767507      0.000   224.658    EM
178.342
5 -0.10740454D+04    6.0544096    0.0056054      0.000   231.417    EM
171.583
6 -0.10728648D+04    1.1806612    0.0010993      0.000   233.596    EM
169.404
7 -0.10725642D+04    0.3006257    0.0002802      0.000   233.951    EM
169.049

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 330

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14881202D+04    0.0000000    0.0000000    102.819   126.887    EM
173.294
2 -0.12871435D+04  200.9766904    0.1350541    104.605    56.458    FS
241.936
3 -0.11198748D+04  167.2686504    0.1299534    109.645    44.936    EM
248.419
4 -0.10996123D+04   20.2624829    0.0180935    111.798    40.694    EM
250.508
5 -0.10897845D+04    9.8278562    0.0089376    114.236    38.012    EM
250.753
6 -0.10830750D+04    6.7095238    0.0061567    116.896    36.216    EM
249.889
7 -0.10787549D+04    4.3200693    0.0039887    119.654    35.047    EM
248.299
8 -0.10760952D+04    2.6596967    0.0024655    122.406    34.296    EM
246.298
9 -0.10742655D+04    1.8297438    0.0017004    125.046    33.850    EM
244.104
10 -0.10730666D+04    1.1989007    0.0011160    127.560    33.649    EM
241.790
11 -0.10723229D+04    0.7436181    0.0006930    129.961    33.586    EM
239.454

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 331

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16796709D+04    0.0000000    0.0000000     52.727    71.797    EM
278.476
2 -0.12426327D+04  437.0382338    0.2601928     17.851   107.896    EM
277.253
3 -0.12242101D+04   18.4226027    0.0148255      0.141   128.153    FS
274.706
4 -0.10959469D+04  128.2631754    0.1047722      0.026   139.384    EM
263.590
5 -0.10827171D+04   13.2297687    0.0120715      0.026   144.016    EM
258.958
6 -0.10793313D+04    3.3858692    0.0031272      0.028   147.975    EM
254.997
7 -0.10775602D+04    1.7710888    0.0016409      0.030   151.659    EM
251.311
8 -0.10763855D+04    1.1746712    0.0010901      0.034   155.044    EM
247.922
9 -0.10755595D+04    0.8259948    0.0007674      0.038   158.141    EM
244.822

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 332

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.18436672D+04    0.0000000    0.0000000     63.293    64.401    EM
275.306
2 -0.16015475D+04  242.1197082    0.1313251     34.991    92.682    FS
275.327
3 -0.13906291D+04  210.9183796    0.1316966      3.318   123.348    FS
276.333
4 -0.13464705D+04   44.1586483    0.0317544      0.000   126.850    FS
276.150
5 -0.13198935D+04   26.5769531    0.0197382      0.000   127.323    FS
275.677
6 -0.12327507D+04   87.1428196    0.0660226      0.000   132.762    FS
270.238
7 -0.11638048D+04   68.9458629    0.0559285      0.000   145.187    FS
257.813
8 -0.11136565D+04   50.1483530    0.0430900      0.000   167.634    FS
235.366
9 -0.10843594D+04   29.2970722    0.0263071      0.000   191.473    FS
211.527
10 -0.10737119D+04   10.6474864    0.0098191      0.000   201.298    FS
201.702
11 -0.10722802D+04    1.4316728    0.0013334      0.000   205.628    FS
197.372
12 -0.10722046D+04    0.0756697    0.0000706      0.000   210.153    FS
192.847

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 333

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19816145D+04    0.0000000    0.0000000     43.698   142.880    EM
216.422
2 -0.16261681D+04  355.4464628    0.1793722     49.424   129.693    FS
223.883
3 -0.12917615D+04  334.4066276    0.2056409     85.182    65.678    FS
252.140
4 -0.11338545D+04  157.9069123    0.1222415     76.489    66.689    EM
259.821
5 -0.11035147D+04   30.3398248    0.0267581     70.886    72.108    EM
260.007
6 -0.10906668D+04   12.8479535    0.0116428     67.308    77.628    EM
258.064
7 -0.10835496D+04    7.1171676    0.0065255     65.184    82.505    EM
255.310
8 -0.10796605D+04    3.8890784    0.0035892     64.082    86.633    EM
252.284
9 -0.10772049D+04    2.4556435    0.0022745     63.632    89.991    EM
249.378
10 -0.10755650D+04    1.6398634    0.0015223     63.507    92.926    EM
246.567
11 -0.10749284D+04    0.6366439    0.0005919     63.592    95.571    EM
243.837

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 334

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16134493D+04    0.0000000    0.0000000    148.485    12.197    EM
242.318
2 -0.13682122D+04  245.2370741    0.1519955    130.806    12.520    EM
259.675
3 -0.12277521D+04  140.4601356    0.1026596    127.345    13.826    EM
261.829
4 -0.11369227D+04   90.8293725    0.0739802    127.039    15.200    EM
260.761
5 -0.10940982D+04   42.8245240    0.0376671    127.897    16.509    EM
258.594
6 -0.10817461D+04   12.3520604    0.0112897    129.493    17.779    EM
255.727
7 -0.10785073D+04    3.2387904    0.0029940    131.445    19.018    EM
252.537
8 -0.10767811D+04    1.7262462    0.0016006    133.404    20.223    EM
249.373
9 -0.10756078D+04    1.1732085    0.0010896    135.200    21.402    EM
246.398
10 -0.10747613D+04    0.8465355    0.0007870    136.780    22.561    EM
243.659

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 335

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15866967D+04    0.0000000    0.0000000      3.055   126.864    EM
273.081
2 -0.14533464D+04  133.3502315    0.0840427      6.031   123.755    FS
273.215
3 -0.12558107D+04  197.5357773    0.1359179      3.678   122.994    EM
276.329
4 -0.11623244D+04   93.4862542    0.0744430      3.593   124.731    EM
274.675
5 -0.11207576D+04   41.5667618    0.0357618      4.193   126.971    EM
271.836
6 -0.10998593D+04   20.8983754    0.0186467      5.188   129.670    EM
268.141
7 -0.10887501D+04   11.1092040    0.0101006      6.400   132.570    EM
264.030
8 -0.10827184D+04    6.0317008    0.0055400      7.706   135.416    EM
259.877
9 -0.10792910D+04    3.4273537    0.0031655      9.034   138.058    EM
255.908
10 -0.10772137D+04    2.0772781    0.0019247     10.341   140.428    EM
252.231
11 -0.10758673D+04    1.3464251    0.0012499     11.612   142.510    EM
248.878
12 -0.10749407D+04    0.9266408    0.0008613     12.839   144.314    EM
245.846

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 336

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17110197D+04    0.0000000    0.0000000    152.888    40.481    EM
209.630
2 -0.12970461D+04  413.9736231    0.2419456    151.120     5.906    FS
245.974
3 -0.10878531D+04  209.1930092    0.1612842    156.385     0.001    FS
246.614
4 -0.10827417D+04    5.1114337    0.0046986    147.824     0.000    FS
255.176
5 -0.10751932D+04    7.5484532    0.0069716    175.069     0.000    FS
227.931
6 -0.10723916D+04    2.8016091    0.0026057    199.924     0.000    FS
203.076
7 -0.10722111D+04    0.1805305    0.0001683    209.331     0.000    FS
193.669

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 337

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16898330D+04    0.0000000    0.0000000     78.460    48.606    EM
275.934
2 -0.15829597D+04  106.8733568    0.0632449      5.882   127.370    FS
269.748
3 -0.14952322D+04   87.7274713    0.0554199      0.000   129.474    FS
273.526
4 -0.13827510D+04  112.4811954    0.0752266      0.000   132.972    FS
270.028
5 -0.12282816D+04  154.4694147    0.1117117      0.000   134.952    FS
268.048
6 -0.11486645D+04   79.6170779    0.0648199      0.000   148.463    FS
254.537
7 -0.11011294D+04   47.5351493    0.0413830      0.000   174.683    FS
228.317
8 -0.10800320D+04   21.0974030    0.0191598      0.000   199.447    FS
203.553
9 -0.10739858D+04    6.0461676    0.0055981      0.000   206.999    FS
196.001
10 -0.10725282D+04    1.4576380    0.0013572      0.000   211.223    FS
191.777
11 -0.10722418D+04    0.2863419    0.0002670      0.000   212.775    FS
190.225

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 338

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15611752D+04    0.0000000    0.0000000      0.000   141.738    EM
261.262
2 -0.13958108D+04  165.3644343    0.1059230      0.000   142.576    FS
260.424
3 -0.13814890D+04   14.3217513    0.0102605      0.000   142.579    FS
260.421
4 -0.11979801D+04  183.5089549    0.1328342      0.000   138.766    EM
264.234
5 -0.11488552D+04   49.1249307    0.0410065      0.000   137.206    EM
265.794
6 -0.11241246D+04   24.7305624    0.0215263      0.000   137.377    EM
265.623
7 -0.11068415D+04   17.2831005    0.0153747      0.000   138.767    EM
264.233
8 -0.10947152D+04   12.1263080    0.0109558      0.000   141.045    EM
261.955
9 -0.10868930D+04    7.8221582    0.0071454      0.000   143.901    EM
259.099
10 -0.10821108D+04    4.7822628    0.0043999      0.000   147.050    EM
255.950
11 -0.10792161D+04    2.8946696    0.0026750      0.000   150.274    EM
252.726
12 -0.10774162D+04    1.7999051    0.0016678      0.000   153.431    EM
249.569
13 -0.10762417D+04    1.1745112    0.0010901      0.000   156.444    EM
246.556
14 -0.10754331D+04    0.8085748    0.0007513      0.000   159.278    EM
243.722

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 339

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.21099845D+04    0.0000000    0.0000000      0.347   277.161    EM
125.491
2 -0.13825874D+04  727.3970527    0.3447405      0.149   150.294    EM
252.557
3 -0.11902023D+04  192.3851257    0.1391486      0.118   133.425    EM
269.457
4 -0.11410389D+04   49.1633783    0.0413067      0.108   132.925    EM
269.967
5 -0.11156733D+04   25.3656123    0.0222303      0.098   134.733    EM
268.169
6 -0.10996192D+04   16.0540831    0.0143896      0.089   137.488    EM
265.423
7 -0.10896297D+04    9.9895532    0.0090846      0.083   140.789    EM
262.128
8 -0.10837071D+04    5.9225787    0.0054354      0.083   144.329    EM
258.587
9 -0.10802087D+04    3.4984146    0.0032282      0.090   147.881    EM
255.030
10 -0.10780684D+04    2.1403238    0.0019814      0.104   151.302    EM
251.594
11 -0.10766827D+04    1.3856781    0.0012853      0.131   154.518    EM
248.351
12 -0.10757282D+04    0.9545230    0.0008865      0.174   157.499    EM
245.327

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 340

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.23112980D+04    0.0000000    0.0000000     26.053   113.070    EM
263.876
2 -0.22298241D+04   81.4738572    0.0352503     20.995   132.360    FS
249.644
3 -0.21508232D+04   79.0009313    0.0354292     16.287   158.903    FS
227.811
4 -0.20746330D+04   76.1901652    0.0354237      7.848   192.897    FS
202.255
5 -0.19989909D+04   75.6421007    0.0364605      4.502   209.602    FS
188.896
6 -0.19271796D+04   71.8113159    0.0359238      3.975   220.563    FS
178.462
7 -0.18584708D+04   68.7088392    0.0356525      1.667   218.899    FS
182.434
8 -0.18091287D+04   49.3420223    0.0265498      0.000   217.454    FS
185.546
9 -0.17368177D+04   72.3110137    0.0399701      0.000   219.810    FS
183.190
10 -0.16639992D+04   72.8185695    0.0419264      0.000   213.382    FS
189.618
11 -0.15916517D+04   72.3474648    0.0434781      0.000   204.073    FS
198.927
12 -0.15209457D+04   70.7059665    0.0444230      0.000   198.465    FS
204.535
13 -0.14507796D+04   70.1661192    0.0461332      0.000   190.372    FS
212.628
14 -0.13803052D+04   70.4744526    0.0485770      0.000   180.651    FS
222.349
15 -0.12967074D+04   83.5977420    0.0605647      0.000   169.901    FS
233.099
16 -0.12364429D+04   60.2645126    0.0464750      0.000   160.781    FS
242.219
17 -0.11088886D+04  127.5543558    0.1031623      0.000   156.447    FS
246.553
18 -0.10824251D+04   26.4634333    0.0238648      0.000   179.200    FS
223.800
19 -0.10734004D+04    9.0247012    0.0083375      0.000   196.322    FS
206.678
20 -0.10722596D+04    1.1408118    0.0010628      0.000   205.617    FS
197.383

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 341

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14589878D+04    0.0000000    0.0000000     37.429   289.598    EM
75.973
2 -0.10885802D+04  370.4075577    0.2538798     30.079   294.271    EM
78.651
3 -0.10829639D+04    5.6163291    0.0051593     24.994   296.879    EM
81.128
4 -0.10793914D+04    3.5725280    0.0032988     21.554   298.017    EM
83.429
5 -0.10770680D+04    2.3233386    0.0021525     19.246   298.198    EM
85.555
6 -0.10755194D+04    1.5486614    0.0014378     17.738   297.757    EM
87.504
7 -0.10744211D+04    1.0983090    0.0010212     16.825   296.892    EM
89.283
8 -0.10735454D+04    0.8756593    0.0008150     16.380   295.711    EM
90.909

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 342

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.34170396D+04    0.0000000    0.0000000      0.000    45.007    EM
357.993
2 -0.32825215D+04  134.5180866    0.0393669      0.000    45.007    FS
357.993
3 -0.32770096D+04    5.5119540    0.0016792      0.000    45.007    FS
357.993
4 -0.16920389D+04 1584.9706502    0.4836637      0.000   123.303    FS
279.697
5 -0.15780563D+04  113.9826079    0.0673641      0.000   124.077    FS
278.923
6 -0.12241682D+04  353.8880855    0.2242557      0.000   127.332    EM
275.668
7 -0.11779333D+04   46.2349124    0.0377684      0.000   128.494    EM
274.506
8 -0.11402707D+04   37.6626434    0.0319735      0.000   130.414    EM
272.586
9 -0.11138570D+04   26.4136949    0.0231644      0.000   133.195    EM
269.805
10 -0.10975141D+04   16.3428902    0.0146723      0.000   136.647    EM
266.353
11 -0.10881096D+04    9.4044515    0.0085689      0.000   140.457    EM
262.543
12 -0.10827854D+04    5.3242733    0.0048931      0.000   144.339    EM
258.661
13 -0.10796815D+04    3.1038343    0.0028665      0.000   148.104    EM
254.896
14 -0.10777694D+04    1.9121714    0.0017711      0.000   151.657    EM
251.343
15 -0.10765162D+04    1.2531188    0.0011627      0.000   154.960    EM
248.040
16 -0.10756476D+04    0.8686017    0.0008069      0.000   158.011    EM
244.989

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 343

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19235065D+04    0.0000000    0.0000000     57.880    65.312    EM
279.808
2 -0.16944013D+04  229.1052424    0.1191081     47.269    76.081    FS
279.651
3 -0.16399090D+04   54.4922152    0.0321602     10.315   113.123    FS
279.562
4 -0.13663506D+04  273.5584671    0.1668132     43.281    81.220    EM
278.499
5 -0.12051665D+04  161.1840412    0.1179668     85.908    40.303    EM
276.789
6 -0.11119006D+04   93.2658986    0.0773884    109.897    21.301    EM
271.801
7 -0.10844131D+04   27.4875536    0.0247212    122.247    14.890    EM
265.863
8 -0.10776399D+04    6.7732226    0.0062460    128.953    13.021    EM
261.026
9 -0.10753943D+04    2.2455436    0.0020838    133.010    12.637    EM
257.352
10 -0.10742080D+04    1.1862895    0.0011031    135.842    12.727    EM
254.431
11 -0.10734326D+04    0.7754265    0.0007219    138.084    12.942    EM
251.974

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 344

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14478639D+04    0.0000000    0.0000000     17.563   175.023    EM
210.414
2 -0.12787574D+04  169.1065521    0.1167973      2.561   157.657    FS
242.783
3 -0.12548193D+04   23.9381040    0.0187198      0.000   138.758    FS
264.242
4 -0.11540372D+04  100.7820680    0.0803160      0.000   142.044    FS
260.956
5 -0.11143246D+04   39.7126138    0.0344119      0.000   157.562    FS
245.438
6 -0.10971491D+04   17.1755095    0.0154134      0.000   168.360    FS
234.640
7 -0.10868893D+04   10.2597882    0.0093513      0.000   172.756    FS
230.244
8 -0.10800993D+04    6.7900329    0.0062472      0.000   178.204    FS
224.796
9 -0.10756954D+04    4.4038137    0.0040772      0.000   186.608    FS
216.392
10 -0.10732885D+04    2.4069151    0.0022375      0.000   197.381    FS
205.619
11 -0.10723956D+04    0.8928918    0.0008319      0.000   207.304    FS
195.696

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 345

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.28599979D+04    0.0000000    0.0000000     31.370    93.194    EM
278.436
2 -0.24688900D+04  391.1079910    0.1367511     27.156   101.696    FS
274.148
3 -0.20659910D+04  402.8989364    0.1631903      0.000   123.550    FS
279.450
4 -0.11213046D+04  944.6864586    0.4572558      0.000   131.296    EM
271.704
5 -0.10999825D+04   21.3220164    0.0190154      0.000   138.903    FS
264.097
6 -0.10876897D+04   12.2928152    0.0111755      0.000   150.075    FS
252.925
7 -0.10813953D+04    6.2944242    0.0057870      0.000   161.509    FS
241.491
8 -0.10770669D+04    4.3283822    0.0040026      0.000   173.545    FS
229.455
9 -0.10742259D+04    2.8410287    0.0026377      0.000   186.538    FS
216.462
10 -0.10727598D+04    1.4661455    0.0013648      0.000   199.415    FS
203.585
11 -0.10722827D+04    0.4770072    0.0004447      0.000   208.704    FS
194.296

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 346

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14976371D+04    0.0000000    0.0000000      0.713   146.238    EM
256.048
2 -0.13634926D+04  134.1445819    0.0895708      0.835   148.012    FS
254.153
3 -0.13473540D+04   16.1385500    0.0118362      0.000   148.826    FS
254.174
4 -0.11946835D+04  152.6705276    0.1133114      0.000   141.695    EM
261.305
5 -0.11605161D+04   34.1673747    0.0285995      0.000   138.792    EM
264.208
6 -0.11363838D+04   24.1322911    0.0207944      0.000   137.925    EM
265.075
7 -0.11166196D+04   19.7642316    0.0173922      0.000   138.438    EM
264.562
8 -0.11016394D+04   14.9801621    0.0134156      0.000   140.041    EM
262.959
9 -0.10913553D+04   10.2841213    0.0093353      0.000   142.443    EM
260.557
10 -0.10848343D+04    6.5209975    0.0059751      0.000   145.342    EM
257.658
11 -0.10808635D+04    3.9708259    0.0036603      0.000   148.469    EM
254.531
12 -0.10784411D+04    2.4223359    0.0022411      0.000   151.630    EM
251.370
13 -0.10769117D+04    1.5294959    0.0014182      0.000   154.704    EM
248.296
14 -0.10758955D+04    1.0161484    0.0009436      0.000   157.628    EM
245.372
15 -0.10751840D+04    0.7115331    0.0006613      0.000   160.375    EM
242.625

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 347

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17858885D+04    0.0000000    0.0000000     13.958   127.944    EM
261.098
2 -0.15738827D+04  212.0058526    0.1187117      5.397   122.496    FS
275.107
3 -0.12337001D+04  340.1826045    0.2161423      6.005   127.419    EM
269.577
4 -0.11972718D+04   36.4282609    0.0295276      7.827   125.062    EM
270.111
5 -0.11637055D+04   33.5663042    0.0280357     10.490   122.587    EM
269.922
6 -0.11344150D+04   29.2904709    0.0251700     13.600   120.681    EM
268.719
7 -0.11119639D+04   22.4511542    0.0197910     16.702   119.703    EM
266.595
8 -0.10967918D+04   15.1720291    0.0136444     19.553   119.700    EM
263.747
9 -0.10874225D+04    9.3693163    0.0085425     22.117   120.438    EM
260.445
10 -0.10818575D+04    5.5649734    0.0051176     24.446   121.593    EM
256.961
11 -0.10785066D+04    3.3509551    0.0030974     26.606   122.893    EM
253.501
12 -0.10763808D+04    2.1257448    0.0019710     28.647   124.158    EM
250.195
13 -0.10749434D+04    1.4374023    0.0013354     30.600   125.295    EM
247.106
14 -0.10739208D+04    1.0226255    0.0009513     32.470   126.276    EM
244.254
15 -0.10731706D+04    0.7501727    0.0006985     34.254   127.110    EM
241.636

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 348

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12876648D+04    0.0000000    0.0000000    339.462    49.437    EM
14.101
2 -0.11616737D+04  125.9911698    0.0978447    338.445    41.790    EM
22.765
3 -0.11309804D+04   30.6932467    0.0264216    334.434    35.822    EM
32.744
4 -0.11139367D+04   17.0436748    0.0150698    328.286    31.544    EM
43.170
5 -0.11028618D+04   11.0749615    0.0099422    321.051    28.637    EM
53.312
6 -0.10947555D+04    8.1062255    0.0073502    313.965    26.294    EM
62.741
7 -0.10886834D+04    6.0721385    0.0055466    306.904    24.859    EM
71.236
8 -0.10834147D+04    5.2686861    0.0048395    300.616    23.681    EM
78.703
9 -0.10800189D+04    3.3958235    0.0031344    295.155    22.739    EM
85.106
10 -0.10773799D+04    2.6390197    0.0024435    290.107    22.340    EM
90.553
11 -0.10758478D+04    1.5321268    0.0014221    286.058    21.838    EM
95.104
12 -0.10740197D+04    1.8280585    0.0016992    282.532    21.449    EM
99.019
13 -0.10730091D+04    1.0106414    0.0009410    279.580    21.127    EM
102.293
14 -0.10722979D+04    0.7111519    0.0006628    277.177    20.745    EM
105.078

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 349

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13090165D+04    0.0000000    0.0000000    148.955     2.514    EM
251.531
2 -0.11559769D+04  153.0396440    0.1169119    133.321     1.606    EM
268.073
3 -0.11094132D+04   46.5637164    0.0402808    134.299     1.146    EM
267.555
4 -0.10941559D+04   15.2573260    0.0137526    137.492     0.959    EM
264.549
5 -0.10861126D+04    8.0433035    0.0073511    141.131     0.925    EM
260.944
6 -0.10814821D+04    4.6305074    0.0042634    144.778     0.993    EM
257.229
7 -0.10787012D+04    2.7808427    0.0025713    148.238     1.145    EM
253.617
8 -0.10769125D+04    1.7886838    0.0016582    151.418     1.375    EM
250.207
9 -0.10756696D+04    1.2429453    0.0011542    154.289     1.676    EM
247.036
10 -0.10747473D+04    0.9222553    0.0008574    156.865     2.030    EM
244.105

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 350

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17352495D+04    0.0000000    0.0000000      0.520   124.030    EM
278.450
2 -0.15053433D+04  229.9061659    0.1324917      0.532   124.019    FS
278.448
3 -0.14525724D+04   52.7709417    0.0350558      0.737   123.822    FS
278.442
4 -0.12211719D+04  231.4004643    0.1593039      0.000   125.022    FS
277.978
5 -0.11798758D+04   41.2961082    0.0338168      0.000   126.455    FS
276.545
6 -0.11173211D+04   62.5547314    0.0530181      0.000   131.733    FS
271.267
7 -0.10859369D+04   31.3841944    0.0280888      0.000   146.547    FS
256.453
8 -0.10748184D+04   11.1184574    0.0102386      0.000   174.562    FS
228.438
9 -0.10724635D+04    2.3549348    0.0021910      0.000   200.413    FS
202.587
10 -0.10722172D+04    0.2463464    0.0002297      0.000   208.999    FS
194.001

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 351

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15230224D+04    0.0000000    0.0000000    122.933     5.574    EM
274.493
2 -0.13384343D+04  184.5880502    0.1211985    129.436     0.000    FS
273.564
3 -0.12423429D+04   96.0914516    0.0717939    127.051     0.000    EM
275.949
4 -0.11211608D+04  121.1820969    0.0975432    130.279     0.000    EM
272.721
5 -0.10936048D+04   27.5559690    0.0245781    134.891     0.000    EM
268.109
6 -0.10848894D+04    8.7153539    0.0079694    139.847     0.000    EM
263.153
7 -0.10808522D+04    4.0372803    0.0037214    144.551     0.000    EM
258.449
8 -0.10785253D+04    2.3268757    0.0021528    148.811     0.000    EM
254.189
9 -0.10770396D+04    1.4856796    0.0013775    152.629     0.000    EM
250.371
10 -0.10760252D+04    1.0143525    0.0009418    156.059     0.000    EM
246.941
11 -0.10752980D+04    0.7272022    0.0006758    159.154     0.000    EM
243.846

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 352

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15743849D+04    0.0000000    0.0000000     26.347   100.754    EM
275.899
2 -0.15321525D+04   42.2323878    0.0268247      2.972   122.863    FS
277.165
3 -0.11804334D+04  351.7190580    0.2295588      0.155   127.539    EM
275.305
4 -0.11370016D+04   43.4317992    0.0367931      0.013   130.016    EM
272.971
5 -0.11105804D+04   26.4211722    0.0232376      0.004   133.159    EM
269.837
6 -0.10952610D+04   15.3194693    0.0137941      0.004   136.892    EM
266.105
7 -0.10867532D+04    8.5077783    0.0077678      0.008   140.878    EM
262.114
8 -0.10819763D+04    4.7769064    0.0043956      0.032   144.829    EM
258.139
9 -0.10790653D+04    2.9110168    0.0026905      0.164   148.487    EM
254.349
10 -0.10767393D+04    2.3260076    0.0021556      0.607   151.534    EM
250.859
11 -0.10748931D+04    1.8462031    0.0017146      0.966   154.215    EM
247.819
12 -0.10738647D+04    1.0283210    0.0009567      1.138   156.734    EM
245.128
13 -0.10731877D+04    0.6770084    0.0006304      1.279   159.083    EM
242.638

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 353

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.11873164D+04    0.0000000    0.0000000    387.767     1.157    EM
14.076
2 -0.10968911D+04   90.4252777    0.0761594    386.084     0.821    EM
16.095
3 -0.10878264D+04    9.0646568    0.0082640    384.324     0.623    EM
18.053
4 -0.10846386D+04    3.1878320    0.0029305    382.560     0.527    EM
19.913
5 -0.10822799D+04    2.3587004    0.0021746    380.827     0.512    EM
21.661
6 -0.10803598D+04    1.9201596    0.0017742    379.120     0.591    EM
23.289
7 -0.10785231D+04    1.8366683    0.0017001    377.226     0.979    EM
24.795
8 -0.10759046D+04    2.6184985    0.0024279    374.841     1.966    EM
26.193
9 -0.10733811D+04    2.5235150    0.0023455    372.460     3.034    EM
27.507
10 -0.10717889D+04    1.5921896    0.0014833    370.441     3.820    EM
28.738
11 -0.10707888D+04    1.0000657    0.0009331    368.786     4.341    EM
29.874
12 -0.10701411D+04    0.6476935    0.0006049    367.379     4.715    EM
30.906

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 354

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.11599965D+04    0.0000000    0.0000000    270.125     0.869    EM
132.005
2 -0.10954660D+04   64.5305662    0.0556300    249.475     0.633    EM
152.892
3 -0.10791360D+04   16.3299377    0.0149068    237.539     0.531    EM
164.930
4 -0.10755984D+04    3.5376172    0.0032782    230.740     0.508    EM
171.752
5 -0.10741436D+04    1.4548059    0.0013526    226.651     0.539    EM
175.811
6 -0.10732918D+04    0.8518040    0.0007930    223.983     0.606    EM
178.411

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 355

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19356983D+04    0.0000000    0.0000000      1.153   124.040    EM
277.806
2 -0.18660142D+04   69.6840943    0.0359995      0.736   124.502    FS
277.762
3 -0.12496777D+04  616.3365275    0.3302957      0.068   125.704    EM
277.228
4 -0.11863584D+04   63.3193380    0.0506685      0.012   127.099    EM
275.889
5 -0.11407700D+04   45.5883727    0.0384272      0.004   129.375    EM
273.621
6 -0.11121677D+04   28.6022986    0.0250728      0.003   132.565    EM
270.432
7 -0.10959253D+04   16.2423750    0.0146043      0.006   136.380    EM
266.614
8 -0.10870586D+04    8.8667488    0.0080907      0.019   140.443    EM
262.538
9 -0.10821070D+04    4.9515714    0.0045550      0.080   144.426    EM
258.494
10 -0.10789729D+04    3.1340533    0.0028963      0.357   147.982    EM
254.661
11 -0.10764161D+04    2.5568714    0.0023697      0.853   150.955    EM
251.192
12 -0.10747495D+04    1.6665699    0.0015483      1.116   153.711    EM
248.174
13 -0.10737954D+04    0.9541173    0.0008878      1.271   156.298    EM
245.430

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 356

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15796563D+04    0.0000000    0.0000000      0.000   128.206    EM
274.794
2 -0.15785342D+04    1.1220914    0.0007103      0.000   128.207    FS
274.793
3 -0.12419859D+04  336.5482826    0.2132030      0.000   129.479    FS
273.521
4 -0.12007070D+04   41.2789108    0.0332362      0.000   128.291    FS
274.709
5 -0.11642577D+04   36.4492360    0.0303565      0.000   132.179    FS
270.821
6 -0.11069132D+04   57.3445060    0.0492541      0.000   142.138    FS
260.862
7 -0.10870752D+04   19.8379968    0.0179219      0.000   154.798    FS
248.202
8 -0.10796745D+04    7.4007507    0.0068079      0.000   165.662    FS
237.338
9 -0.10754144D+04    4.2600470    0.0039457      0.000   178.198    FS
224.802
10 -0.10731360D+04    2.2783946    0.0021186      0.000   192.775    FS
210.225
11 -0.10723418D+04    0.7942076    0.0007401      0.000   205.566    FS
197.434

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 357

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.34555102D+04    0.0000000    0.0000000     63.488    59.328    EM
280.184
2 -0.30481037D+04  407.4064951    0.1179005     61.345    61.535    FS
280.120
3 -0.26386022D+04  409.5014154    0.1343463     58.930    64.072    FS
279.998
4 -0.22129069D+04  425.6953304    0.1613336     58.226    65.160    FS
279.614
5 -0.17767144D+04  436.1924671    0.1971129     37.975    85.811    FS
279.215
6 -0.12652700D+04  511.4444523    0.2878597      0.137   125.115    FS
277.748
7 -0.11529506D+04  112.3194435    0.0887711      0.371   127.241    EM
275.388
8 -0.11110169D+04   41.9336347    0.0363707      0.706   130.580    EM
271.714
9 -0.10936207D+04   17.3962061    0.0156579      1.089   134.677    EM
267.234
10 -0.10854204D+04    8.2003373    0.0074983      1.487   138.900    EM
262.613
11 -0.10811012D+04    4.3191796    0.0039793      1.888   142.901    EM
258.211
12 -0.10785856D+04    2.5155676    0.0023269      2.290   146.555    EM
254.155
13 -0.10769891D+04    1.5965232    0.0014802      2.692   149.842    EM
250.466
14 -0.10759039D+04    1.0852414    0.0010077      3.098   152.781    EM
247.121
15 -0.10751254D+04    0.7785088    0.0007236      3.510   155.401    EM
244.089

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 358

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13926818D+04    0.0000000    0.0000000    389.140     2.093    EM
11.767
2 -0.13139145D+04   78.7672714    0.0565580    376.495     1.976    EM
24.529
3 -0.12616300D+04   52.2844872    0.0397929    354.659     1.883    EM
46.458
4 -0.12227948D+04   38.8351645    0.0307817    323.691     1.785    EM
77.523
5 -0.11915456D+04   31.2492827    0.0255556    287.226     1.685    EM
114.089
6 -0.11594446D+04   32.1009791    0.0269406    253.015     1.609    EM
148.376
7 -0.11338240D+04   25.6205975    0.0220973    226.511     1.603    EM
174.886
8 -0.11165408D+04   17.2832073    0.0152433    208.193     1.662    EM
193.146
9 -0.11039418D+04   12.5989922    0.0112840    196.106     1.771    EM
205.123
10 -0.10942548D+04    9.6869802    0.0087749    188.155     1.927    EM
212.918
11 -0.10869329D+04    7.3219315    0.0066912    182.895     2.136    EM
217.969
12 -0.10816253D+04    5.3076059    0.0048831    179.449     2.408    EM
221.143
13 -0.10779399D+04    3.6853169    0.0034072    177.258     2.760    EM
222.981
14 -0.10754437D+04    2.4962291    0.0023157    175.920     3.218    EM
223.862
15 -0.10736987D+04    1.7450157    0.0016226    175.139     3.792    EM
224.070
16 -0.10722861D+04    1.4125631    0.0013156    174.744     4.436    EM
223.819
17 -0.10708607D+04    1.4254160    0.0013293    174.671     5.063    EM
223.267
18 -0.10694328D+04    1.4278889    0.0013334    174.872     5.613    EM
222.516
19 -0.10684431D+04    0.9897367    0.0009255    175.354     6.026    EM
221.621

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 359

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.22284364D+04    0.0000000    0.0000000     74.452   167.361    EM
161.187
2 -0.20732966D+04  155.1398171    0.0696182      2.065   126.824    FS
274.111
3 -0.18431008D+04  230.1957778    0.1110289      4.406   127.481    EM
271.113
4 -0.16532459D+04  189.8549245    0.1030084      6.907   129.626    EM
266.467
5 -0.14897588D+04  163.4870595    0.0988885      9.042   132.752    EM
261.206
6 -0.13466421D+04  143.1166776    0.0960670     10.792   135.661    EM
256.547
7 -0.12262907D+04  120.3514483    0.0893715     12.275   137.744    EM
252.981
8 -0.11384378D+04   87.8528339    0.0716411     13.606   138.992    EM
250.402
9 -0.10910787D+04   47.3591105    0.0416001     14.887   139.857    EM
248.256
10 -0.10763781D+04   14.7006012    0.0134735     16.181   140.888    EM
245.931
11 -0.10741633D+04    2.2148012    0.0020576     17.475   142.142    EM
243.383
12 -0.10735802D+04    0.5831612    0.0005429     18.732   143.349    EM
240.919

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 360

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.18985238D+04    0.0000000    0.0000000    111.542    11.187    EM
280.271
2 -0.18343937D+04   64.1300803    0.0337789    106.308    16.787    FS
279.904
3 -0.14186688D+04  415.7249571    0.2266280     71.078    53.469    EM
278.453
4 -0.11626347D+04  256.0340705    0.1804749     29.917    98.966    EM
274.117
5 -0.10879738D+04   74.6609587    0.0642170     20.147   116.302    EM
266.551
6 -0.10776688D+04   10.3049274    0.0094717     18.398   122.199    EM
262.403
7 -0.10755343D+04    2.1345445    0.0019807     18.595   124.194    EM
260.211
8 -0.10745165D+04    1.0177469    0.0009463     19.322   124.890    EM
258.788
9 -0.10739512D+04    0.5653682    0.0005262     20.158   125.171    EM
257.671

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 361

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12878771D+04    0.0000000    0.0000000    359.845     6.013    EM
37.143
2 -0.12051202D+04   82.7569617    0.0642584    337.356     3.238    EM
62.406
3 -0.11663943D+04   38.7259108    0.0321345    309.829     1.910    EM
91.261
4 -0.11414582D+04   24.9360436    0.0213787    282.439     1.238    EM
119.323
5 -0.11221370D+04   19.3211746    0.0169267    258.905     0.894    EM
143.200
6 -0.11074454D+04   14.6915860    0.0130925    240.623     0.715    EM
161.663
7 -0.10967191D+04   10.7263403    0.0096857    227.240     0.628    EM
175.132
8 -0.10889366D+04    7.7825535    0.0070962    217.718     0.601    EM
184.680
9 -0.10833139D+04    5.6226925    0.0051635    211.015     0.612    EM
191.373
10 -0.10793306D+04    3.9832360    0.0036769    206.318     0.647    EM
196.035
11 -0.10765970D+04    2.7335891    0.0025327    203.051     0.699    EM
199.251
12 -0.10747942D+04    1.8027980    0.0016745    200.812     0.760    EM
201.428
13 -0.10736460D+04    1.1482756    0.0010684    199.312     0.827    EM
202.861
14 -0.10729228D+04    0.7231999    0.0006736    198.335     0.899    EM
203.766

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 362

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14797936D+04    0.0000000    0.0000000     71.929    64.935    EM
266.136
2 -0.13766390D+04  103.1546425    0.0697088     68.990    58.004    FS
276.006
3 -0.12188761D+04  157.7628596    0.1146000     56.065    77.439    EM
269.497
4 -0.11710786D+04   47.7975658    0.0392145     43.645    91.148    EM
268.208
5 -0.11368574D+04   34.2211336    0.0292219     34.695   101.273    EM
267.032
6 -0.11127163D+04   24.1411015    0.0212349     28.749   109.070    EM
265.181
7 -0.10969057D+04   15.8106842    0.0142091     24.945   115.444    EM
262.611
8 -0.10872925D+04    9.6131260    0.0087639     22.566   120.910    EM
259.524
9 -0.10817087D+04    5.5838644    0.0051356     21.108   125.707    EM
256.185
10 -0.10784741D+04    3.2345376    0.0029902     20.237   129.945    EM
252.818
11 -0.10765320D+04    1.9421308    0.0018008     19.733   133.698    EM
249.569
12 -0.10752978D+04    1.2342382    0.0011465     19.457   137.030    EM
246.514
13 -0.10744661D+04    0.8316451    0.0007734     19.319   140.003    EM
243.678

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 363

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13011219D+04    0.0000000    0.0000000     27.385   161.904    EM
213.711
2 -0.12104709D+04   90.6509521    0.0696714      3.141   176.981    FS
222.878
3 -0.11359778D+04   74.4931402    0.0615406      4.418   168.066    EM
230.516
4 -0.11135709D+04   22.4068672    0.0197247      6.386   160.017    EM
236.597
5 -0.10998141D+04   13.7567736    0.0123537      8.873   153.740    EM
240.387
6 -0.10898479D+04    9.9662175    0.0090617     11.640   149.070    EM
242.290
7 -0.10830159D+04    6.8320144    0.0062688     14.396   145.814    EM
242.789
8 -0.10786410D+04    4.3749274    0.0040396     16.929   143.736    EM
242.335
9 -0.10759919D+04    2.6490134    0.0024559     19.133   142.567    EM
241.300
10 -0.10744410D+04    1.5509038    0.0014414     20.990   142.052    EM
239.959
11 -0.10735388D+04    0.9022901    0.0008398     22.527   141.978    EM
238.495

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 364

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13013581D+04    0.0000000    0.0000000    216.753   174.250    EM
11.996
2 -0.12990108D+04    2.3473036    0.0018037     22.069   380.931    FS
0.000
3 -0.11665265D+04  132.4842950    0.1019886     43.366   359.634    EM
0.000
4 -0.10980204D+04   68.5060738    0.0587265     60.963   342.037    EM
0.000
5 -0.10802577D+04   17.7627215    0.0161770     72.033   330.967    EM
0.000
6 -0.10754679D+04    4.7897492    0.0044339     78.445   324.555    EM
0.000
7 -0.10739915D+04    1.4764009    0.0013728     81.916   321.084    EM
0.000
8 -0.10733886D+04    0.6029412    0.0005614     83.807   319.193    EM
0.000

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 365

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17552811D+04    0.0000000    0.0000000      0.029   123.260    EM
279.711
2 -0.17540169D+04    1.2641876    0.0007202      0.000   123.404    FS
279.596
3 -0.15088732D+04  245.1437851    0.1397614      0.000   123.703    FS
279.297
4 -0.14486237D+04   60.2494331    0.0399301      0.000   123.944    FS
279.056
5 -0.13429949D+04  105.6288090    0.0729167      0.000   124.330    FS
278.670
6 -0.12512578D+04   91.7370963    0.0683079      0.000   125.265    FS
277.735
7 -0.11752048D+04   76.0530071    0.0607812      0.000   128.243    FS
274.757
8 -0.11177345D+04   57.4702788    0.0489024      0.000   137.617    FS
265.383
9 -0.10847299D+04   33.0046185    0.0295281      0.000   161.675    FS
241.325
10 -0.10737900D+04   10.9399507    0.0100854      0.000   195.672    FS
207.328
11 -0.10722706D+04    1.5193719    0.0014150      0.000   209.890    FS
193.110
12 -0.10722012D+04    0.0693775    0.0000647      0.000   210.981    FS
192.019

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 366

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16356195D+04    0.0000000    0.0000000     39.662    90.096    EM
273.242
2 -0.14261239D+04  209.4955705    0.1280833     44.323    85.606    FS
273.072
3 -0.12247995D+04  201.3244499    0.1411690     40.439    85.349    EM
277.213
4 -0.11492981D+04   75.5013905    0.0616439     48.182    79.708    EM
275.110
5 -0.11103635D+04   38.9345498    0.0338768     58.474    72.918    EM
271.608
6 -0.10901913D+04   20.1722169    0.0181672     68.474    67.323    EM
267.203
7 -0.10805275D+04    9.6637834    0.0088643     76.806    63.551    EM
262.642
8 -0.10761661D+04    4.3614689    0.0040364     83.147    61.347    EM
258.506
9 -0.10742298D+04    1.9362460    0.0017992     87.743    60.220    EM
255.037
10 -0.10733375D+04    0.8923334    0.0008307     91.012    59.756    EM
252.232

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 367

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16731332D+04    0.0000000    0.0000000      2.341   285.735    EM
114.924
2 -0.15556188D+04  117.5143649    0.0702361      2.588   282.009    FS
118.403
3 -0.11531972D+04  402.4216225    0.2586891      2.451   232.297    EM
168.252
4 -0.11177083D+04   35.4888744    0.0307743      2.949   202.328    EM
197.723
5 -0.11012870D+04   16.4213053    0.0146919      3.858   185.921    EM
213.221
6 -0.10909783D+04   10.3087546    0.0093606      5.070   176.612    EM
221.317
7 -0.10837572D+04    7.2210508    0.0066189      6.346   170.943    EM
225.711
8 -0.10788497D+04    4.9075201    0.0045282      7.428   167.498    EM
228.074
9 -0.10757026D+04    3.1470467    0.0029170      8.192   165.637    EM
229.171
10 -0.10737702D+04    1.9324287    0.0017964      8.663   164.923    EM
229.415
11 -0.10726090D+04    1.1612475    0.0010815      8.925   164.997    EM
229.079
12 -0.10719102D+04    0.6988137    0.0006515      9.057   165.579    EM
228.365

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 368

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19796261D+04    0.0000000    0.0000000    113.215   112.142    EM
177.643
2 -0.16768936D+04  302.7325035    0.1529241     50.235    76.817    FS
275.948
3 -0.14422297D+04  234.6638929    0.1399396     34.445    94.213    FS
274.342
4 -0.12679385D+04  174.2912063    0.1208484      5.316   121.232    FS
276.452
5 -0.11865099D+04   81.4285610    0.0642212      0.000   126.514    FS
276.486
6 -0.11179973D+04   68.5126263    0.0577430      0.000   130.797    EM
272.203
7 -0.10951588D+04   22.8385048    0.0204280      0.000   139.432    FS
263.568
8 -0.10770114D+04   18.1474501    0.0165706      0.000   163.287    FS
239.713
9 -0.10727827D+04    4.2286607    0.0039263      0.000   192.192    FS
210.808
10 -0.10722428D+04    0.5399181    0.0005033      0.000   207.472    FS
195.528

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 369

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12545625D+04    0.0000000    0.0000000    134.871     9.979    EM
258.149
2 -0.11497441D+04  104.8183284    0.0835497    144.356     0.004    FS
258.641
3 -0.10843818D+04   65.3623835    0.0568495    156.182     0.005    EM
246.813
4 -0.10793510D+04    5.0307333    0.0046393    159.368     0.010    EM
243.622
5 -0.10770954D+04    2.2555888    0.0020898    161.197     0.032    EM
241.771
6 -0.10756726D+04    1.4228403    0.0013210    162.901     0.108    EM
239.990
7 -0.10746264D+04    1.0461713    0.0009726    164.540     0.320    EM
238.140
8 -0.10737401D+04    0.8862942    0.0008247    166.115     0.610    EM
236.275

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 370

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14456145D+04    0.0000000    0.0000000    124.115     7.600    EM
271.285
2 -0.11180420D+04  327.5725092    0.2265974    125.295     6.696    EM
271.009
3 -0.10958283D+04   22.2136445    0.0198683    128.363     7.417    EM
267.220
4 -0.10863611D+04    9.4671800    0.0086393    131.394     8.623    EM
262.983
5 -0.10812940D+04    5.0671856    0.0046644    134.185    10.020    EM
258.795
6 -0.10784010D+04    2.8929136    0.0026754    136.684    11.459    EM
254.857
7 -0.10766312D+04    1.7698207    0.0016412    138.884    12.870    EM
251.245
8 -0.10754755D+04    1.1557064    0.0010734    140.800    14.225    EM
247.975
9 -0.10746777D+04    0.7978102    0.0007418    142.455    15.515    EM
245.029

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 371

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.22371734D+04    0.0000000    0.0000000    110.863     0.246    EM
291.891
2 -0.17791745D+04  457.9988864    0.2047221    122.362     0.083    EM
280.555
3 -0.12949304D+04  484.2441107    0.2721735    130.066     0.000    FS
272.934
4 -0.11697312D+04  125.1992009    0.0966841    146.010     0.000    FS
256.990
5 -0.11084373D+04   61.2938958    0.0524000    178.985     0.000    FS
224.015
6 -0.10798549D+04   28.5823710    0.0257862    200.675     0.000    FS
202.325
7 -0.10728210D+04    7.0338834    0.0065137    203.720     0.000    FS
199.280
8 -0.10722353D+04    0.5857124    0.0005460    207.428     0.000    FS
195.572

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 372

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16616851D+04    0.0000000    0.0000000     62.244   100.675    EM
240.081
2 -0.15178215D+04  143.8635668    0.0865769     22.074   130.003    FS
250.923
3 -0.12301123D+04  287.7092200    0.1895541      9.394   165.059    EM
228.547
4 -0.11253146D+04  104.7977057    0.0851936      4.524   176.436    EM
222.041
5 -0.10847556D+04   40.5589348    0.0360423      2.728   179.394    EM
220.878
6 -0.10750774D+04    9.6782187    0.0089220      2.092   180.145    EM
220.764
7 -0.10733880D+04    1.6894486    0.0015715      1.945   180.505    EM
220.550
8 -0.10726356D+04    0.7523980    0.0007010      2.051   180.833    EM
220.116

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 373

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13136181D+04    0.0000000    0.0000000      7.543   126.227    EM
269.231
2 -0.12603275D+04   53.2905464    0.0405678      0.002   133.880    FS
269.117
3 -0.11357754D+04  124.5521596    0.0988252      0.002   138.428    EM
264.570
4 -0.11136343D+04   22.1410379    0.0194942      0.003   139.402    EM
263.595
5 -0.10996210D+04   14.0132881    0.0125834      0.004   140.998    EM
261.998
6 -0.10901052D+04    9.5158684    0.0086538      0.005   143.344    EM
259.650
7 -0.10840765D+04    6.0286478    0.0055303      0.007   146.176    EM
256.817
8 -0.10803960D+04    3.6804683    0.0033950      0.009   149.233    EM
253.758
9 -0.10781402D+04    2.2558489    0.0020880      0.010   152.325    EM
250.665
10 -0.10767077D+04    1.4325159    0.0013287      0.012   155.334    EM
247.655
11 -0.10757505D+04    0.9572199    0.0008890      0.013   158.199    EM
244.788

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 374

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.29033757D+04    0.0000000    0.0000000      3.598   120.662    EM
278.740
2 -0.25071856D+04  396.1900712    0.1364584      3.672   120.596    FS
278.732
3 -0.21228099D+04  384.3756705    0.1533096      4.151   120.118    FS
278.731
4 -0.16886199D+04  434.1900550    0.2045355     57.853    66.636    FS
278.511
5 -0.13885671D+04  300.0527842    0.1776911     55.442    69.124    FS
278.433
6 -0.12476416D+04  140.9254944    0.1014899     39.958    93.269    FS
269.772
7 -0.11992365D+04   48.4050919    0.0387973     36.881   106.446    FS
259.673
8 -0.11298929D+04   69.3436285    0.0578231     33.878   131.637    FS
237.485
9 -0.10917571D+04   38.1358167    0.0337517     54.911   137.959    FS
210.130
10 -0.10779199D+04   13.8371942    0.0126742    125.191    89.561    FS
188.248
11 -0.10733249D+04    4.5949458    0.0042628    113.913    64.117    FS
224.970
12 -0.10721224D+04    1.2024781    0.0011203    204.088    23.693    FS
175.219
13 -0.10717932D+04    0.3292497    0.0003071    205.271    23.621    EM
174.108

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 375

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12717452D+04    0.0000000    0.0000000     62.439   185.081    EM
155.480
2 -0.11636779D+04  108.0672903    0.0849756     69.438   144.357    FS
189.205
3 -0.11254309D+04   38.2470341    0.0328674     22.901   200.209    FS
179.890
4 -0.10980393D+04   27.3915919    0.0243388     41.070   214.615    FS
147.315
5 -0.10791519D+04   18.8873581    0.0172010     36.134   223.727    EM
143.139
6 -0.10752348D+04    3.9171592    0.0036298     34.108   227.005    EM
141.888
7 -0.10738378D+04    1.3969858    0.0012992     33.084   228.357    EM
141.560
8 -0.10732374D+04    0.6004095    0.0005591     32.422   229.059    EM
141.519

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 376

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15103120D+04    0.0000000    0.0000000     80.909    58.594    EM
263.496
2 -0.12497157D+04  260.5963829    0.1725447     47.764    84.295    EM
270.940
3 -0.11806645D+04   69.0511827    0.0552535     25.448   107.051    EM
270.501
4 -0.11367313D+04   43.9331906    0.0372106     13.627   120.587    EM
268.786
5 -0.11095223D+04   27.2089558    0.0239361      8.150   128.487    EM
266.363
6 -0.10937639D+04   15.7584630    0.0142029      5.711   133.982    EM
263.307
7 -0.10850747D+04    8.6891395    0.0079443      4.658   138.489    EM
259.853
8 -0.10803171D+04    4.7576107    0.0043846      4.266   142.462    EM
256.272
9 -0.10775912D+04    2.7258710    0.0025232      4.212   146.025    EM
252.763
10 -0.10759003D+04    1.6909020    0.0015691      4.339   149.226    EM
249.434
11 -0.10747615D+04    1.1388207    0.0010585      4.561   152.111    EM
246.327
12 -0.10739434D+04    0.8181278    0.0007612      4.826   154.728    EM
243.446

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 377

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14285409D+04    0.0000000    0.0000000    338.338    57.238    EM
7.425
2 -0.13100965D+04  118.4443452    0.0829128    337.389    50.762    EM
14.849
3 -0.12009258D+04  109.1706762    0.0833303    334.642    43.142    EM
25.217
4 -0.11463684D+04   54.5574292    0.0454295    329.555    35.839    EM
37.607
5 -0.11216797D+04   24.6886790    0.0215364    322.839    29.463    EM
50.698
6 -0.11074458D+04   14.2339800    0.0126899    315.464    24.209    EM
63.328
7 -0.10974578D+04    9.9879282    0.0090189    308.146    20.098    EM
74.756
8 -0.10902002D+04    7.2576560    0.0066132    301.311    17.038    EM
84.651
9 -0.10848681D+04    5.3320859    0.0048909    295.153    14.865    EM
92.982
10 -0.10809591D+04    3.9089620    0.0036032    289.731    13.387    EM
99.882
11 -0.10781145D+04    2.8446034    0.0026316    285.017    12.428    EM
105.555
12 -0.10760482D+04    2.0663047    0.0019166    280.935    11.848    EM
110.217
13 -0.10745401D+04    1.5081013    0.0014015    277.386    11.550    EM
114.064
14 -0.10734306D+04    1.1095393    0.0010326    274.275    11.459    EM
117.266
15 -0.10726079D+04    0.8226486    0.0007664    271.520    11.520    EM
119.960

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 378

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.20072400D+04    0.0000000    0.0000000     77.202   160.587    EM
165.211
2 -0.20007934D+04    6.4465958    0.0032117    220.226    63.356    FS
119.418
3 -0.10966455D+04  904.1478878    0.4518947    232.903    64.433    EM
105.663
4 -0.10813401D+04   15.3054198    0.0139566    241.839    61.681    EM
99.480
5 -0.10775529D+04    3.7871887    0.0035023    246.857    59.132    EM
97.011
6 -0.10761000D+04    1.4528487    0.0013483    249.626    56.914    EM
96.460
7 -0.10753428D+04    0.7571854    0.0007036    251.055    55.040    EM
96.905

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 379

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.21613902D+04    0.0000000    0.0000000      8.105   122.614    EM
272.280
2 -0.17749688D+04  386.4214563    0.1787838      0.162   130.470    FS
272.369
3 -0.11119209D+04  663.0478999    0.3735547      0.157   130.339    EM
272.503
4 -0.10933533D+04   18.5675352    0.0166986      0.160   135.015    EM
267.826
5 -0.10852601D+04    8.0932648    0.0074022      0.168   139.877    EM
262.956
6 -0.10810998D+04    4.1602649    0.0038334      0.180   144.425    EM
258.395
7 -0.10786776D+04    2.4221895    0.0022405      0.199   148.561    EM
254.240
8 -0.10771324D+04    1.5452328    0.0014325      0.225   152.293    EM
250.482
9 -0.10760782D+04    1.0541754    0.0009787      0.258   155.659    EM
247.082
10 -0.10753212D+04    0.7569769    0.0007035      0.299   158.704    EM
243.997

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 380

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.23627052D+04    0.0000000    0.0000000      0.000   179.658    EM
223.342
2 -0.23359643D+04   26.7408948    0.0113179      0.000   183.424    FS
219.576
3 -0.19512531D+04  384.7112586    0.1646906      0.000   169.299    FS
233.701
4 -0.16638758D+04  287.3772498    0.1472783      0.000   180.332    FS
222.668
5 -0.13953792D+04  268.4966260    0.1613682      0.000   142.043    FS
260.957
6 -0.13147501D+04   80.6291084    0.0577829      0.000   144.157    FS
258.843
7 -0.12389444D+04   75.8056556    0.0576578      0.000   161.972    FS
241.028
8 -0.11844408D+04   54.5035624    0.0439919      0.000   185.262    FS
217.738
9 -0.11356473D+04   48.7935828    0.0411955      0.000   213.867    FS
189.133
10 -0.11064692D+04   29.1781113    0.0256929      0.000   243.071    FS
159.929
11 -0.10875063D+04   18.9628862    0.0171382      0.000   218.549    FS
184.451
12 -0.10779004D+04    9.6059025    0.0088330      0.000   213.210    FS
189.790
13 -0.10738226D+04    4.0777628    0.0037831      0.000   211.699    FS
191.301
14 -0.10725201D+04    1.3025109    0.0012130      0.000   213.035    FS
189.965
15 -0.10722430D+04    0.2771349    0.0002584      0.000   213.060    FS
189.940

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 381

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.20744680D+04    0.0000000    0.0000000    221.817    54.643    EM
126.540
2 -0.17381149D+04  336.3530973    0.1621395    263.329    29.121    FS
110.550
3 -0.14968241D+04  241.2907304    0.1388232    324.878    43.245    FS
34.877
4 -0.13483199D+04  148.5042006    0.0992129    335.971    67.028    FS
0.001
5 -0.10816923D+04  266.6276037    0.1977480    324.632    78.367    EM
0.001
6 -0.10767115D+04    4.9808730    0.0046047    319.554    83.445    EM
0.001
7 -0.10735033D+04    3.2081313    0.0029796    318.481    84.518    EM
0.001
8 -0.10743201D+04   -0.8167521   -0.0007608    317.561    85.439    EM
0.001

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 382

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14982837D+04    0.0000000    0.0000000      9.435   129.681    EM
263.884
2 -0.11983576D+04  299.9260518    0.2001798     20.258   121.104    FS
261.638
3 -0.11338140D+04   64.5436032    0.0538601      0.046   144.899    FS
258.055
4 -0.10912919D+04   42.5221643    0.0375037      0.000   182.308    FS
220.692
5 -0.10751143D+04   16.1775874    0.0148243      0.000   210.877    FS
192.123
6 -0.10724590D+04    2.6552836    0.0024698      0.000   213.668    FS
189.332
7 -0.10722206D+04    0.2383841    0.0002223      0.000   212.532    FS
190.468

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 383

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12831448D+04    0.0000000    0.0000000      8.100   141.256    EM
253.644
2 -0.12296434D+04   53.5013865    0.0416955      1.588   133.221    FS
268.190
3 -0.11180440D+04  111.5994037    0.0907575      1.555   144.167    EM
257.278
4 -0.11009135D+04   17.1305711    0.0153219      1.842   145.363    EM
255.795
5 -0.10906035D+04   10.3099418    0.0093649      2.602   145.660    EM
254.738
6 -0.10827179D+04    7.8856476    0.0072305      3.913   146.060    EM
253.027
7 -0.10772257D+04    5.4921874    0.0050726      5.366   146.838    EM
250.796
8 -0.10738915D+04    3.3342226    0.0030952      6.605   148.070    EM
248.325
9 -0.10719062D+04    1.9852507    0.0018487      7.538   149.665    EM
245.797
10 -0.10706737D+04    1.2325473    0.0011499      8.224   151.481    EM
243.296
11 -0.10698615D+04    0.8121912    0.0007586      8.747   153.388    EM
240.865

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 384

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12665319D+04    0.0000000    0.0000000      2.577   149.211    EM
251.212
2 -0.11365148D+04  130.0170826    0.1026560      3.772   147.916    FS
251.312
3 -0.10817655D+04   54.7493009    0.0481730      2.900   154.917    EM
245.182
4 -0.10738075D+04    7.9580091    0.0073565      2.655   157.916    EM
242.428
5 -0.10728721D+04    0.9353701    0.0008711      2.493   160.399    EM
240.109

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 385

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12414638D+04    0.0000000    0.0000000     89.991    66.165    EM
246.844
2 -0.11765457D+04   64.9181736    0.0522916    135.262    11.464    FS
256.274
3 -0.10784496D+04   98.0960235    0.0833763    153.889    12.646    EM
236.465
4 -0.10723135D+04    6.1361144    0.0056898    158.953    13.472    EM
230.575
5 -0.10716937D+04    0.6197891    0.0005780    160.934    14.227    EM
227.839

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 386

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15510549D+04    0.0000000    0.0000000    125.626     0.142    EM
277.232
2 -0.14092265D+04  141.8283823    0.0914400    124.678     0.036    EM
278.287
3 -0.13354207D+04   73.8057662    0.0523732    124.913     0.017    EM
278.069
4 -0.12595609D+04   75.8598072    0.0568059    125.522     0.013    EM
277.465
5 -0.11931388D+04   66.4221400    0.0527344    126.788     0.013    EM
276.199
6 -0.11445819D+04   48.5569060    0.0406968    128.985     0.015    EM
274.001
7 -0.11141505D+04   30.4313795    0.0265873    132.132     0.018    EM
270.850
8 -0.10969367D+04   17.2137396    0.0154501    135.942     0.023    EM
267.035
9 -0.10875979D+04    9.3388770    0.0085136    140.031     0.031    EM
262.938
10 -0.10824575D+04    5.1403882    0.0047264    144.094     0.047    EM
258.859
11 -0.10794483D+04    3.0091774    0.0027799    147.929     0.102    EM
254.969
12 -0.10773449D+04    2.1033537    0.0019485    151.264     0.392    EM
251.344
13 -0.10748540D+04    2.4909277    0.0023121    153.712     1.275    EM
248.013
14 -0.10727539D+04    2.1001252    0.0019539    156.120     1.897    EM
244.983
15 -0.10717057D+04    1.0482273    0.0009771    158.423     2.435    EM
242.142
16 -0.10707866D+04    0.9190381    0.0008575    160.493     3.025    EM
239.481

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 387

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15200001D+04    0.0000000    0.0000000    127.113     3.270    EM
272.618
2 -0.15009670D+04   19.0330285    0.0125217    142.753     0.000    FS
260.247
3 -0.14330699D+04   67.8971043    0.0452356    141.918     0.000    FS
261.082
4 -0.13024796D+04  130.5902736    0.0911262    152.055     0.000    FS
250.945
5 -0.12380599D+04   64.4197148    0.0494593    191.684     0.000    FS
211.316
6 -0.11853305D+04   52.7294761    0.0425904    248.561     0.000    FS
154.439
7 -0.11445681D+04   40.7623058    0.0343890    261.933     0.000    FS
141.067
8 -0.11180132D+04   26.5549153    0.0232008    225.297     0.000    FS
177.703
9 -0.10988234D+04   19.1898676    0.0171643    212.695     0.000    FS
190.305
10 -0.10857380D+04   13.0853943    0.0119086    205.126     0.000    FS
197.874
11 -0.10779059D+04    7.8320713    0.0072136    203.715     0.000    FS
199.285
12 -0.10740392D+04    3.8666629    0.0035872    206.454     0.000    FS
196.546
13 -0.10726013D+04    1.4379491    0.0013388    210.653     0.000    FS
192.347
14 -0.10722565D+04    0.3447893    0.0003215    212.668     0.000    FS
190.332

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 388

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15014145D+04    0.0000000    0.0000000     48.971    84.698    EM
269.332
2 -0.13630548D+04  138.3597196    0.0921529     31.991    94.728    FS
276.281
3 -0.12136849D+04  149.3698360    0.1095846     26.871   101.188    EM
274.941
4 -0.11597640D+04   53.9209264    0.0444274     22.502   106.951    EM
273.546
5 -0.11258741D+04   33.8899534    0.0292214     19.443   112.346    EM
271.211
6 -0.11041965D+04   21.6775793    0.0192540     17.417   117.537    EM
268.046
7 -0.10913941D+04   12.8023828    0.0115943     16.142   122.513    EM
264.345
8 -0.10841573D+04    7.2367792    0.0066308     15.383   127.175    EM
260.442
9 -0.10800275D+04    4.1297842    0.0038092     14.963   131.444    EM
256.593
10 -0.10775606D+04    2.4668980    0.0022841     14.752   135.298    EM
252.950
11 -0.10760007D+04    1.5599751    0.0014477     14.662   138.761    EM
249.577
12 -0.10749617D+04    1.0389575    0.0009656     14.636   141.878    EM
246.487
13 -0.10742392D+04    0.7224604    0.0006721     14.638   144.698    EM
243.664

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 389

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.11726926D+04    0.0000000    0.0000000    264.475   132.340    EM
6.185
2 -0.11260689D+04   46.6236550    0.0397578    240.196   155.104    EM
7.701
3 -0.11114291D+04   14.6397978    0.0130008    217.605   176.293    EM
9.102
4 -0.11011162D+04   10.3129324    0.0092790    198.473   194.216    EM
10.310
5 -0.10934320D+04    7.6842417    0.0069786    183.102   208.593    EM
11.305
6 -0.10874944D+04    5.9375480    0.0054302    171.213   219.685    EM
12.102
7 -0.10832043D+04    4.2900877    0.0039449    162.211   228.058    EM
12.731
8 -0.10799063D+04    3.2980457    0.0030447    155.363   234.407    EM
13.230
9 -0.10774282D+04    2.4780728    0.0022947    150.187   239.186    EM
13.627
10 -0.10756059D+04    1.8222830    0.0016913    146.357   242.697    EM
13.945
11 -0.10742642D+04    1.3416938    0.0012474    143.587   245.208    EM
14.204
12 -0.10732864D+04    0.9778120    0.0009102    141.627   246.954    EM
14.418

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 390

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13077144D+04    0.0000000    0.0000000    121.041     8.770    EM
273.189
2 -0.12884521D+04   19.2623196    0.0147298    130.471     0.002    FS
272.526
3 -0.11196478D+04  168.8043255    0.1310133    138.046     0.002    EM
264.952
4 -0.11038210D+04   15.8267397    0.0141355    140.167     0.002    EM
262.831
5 -0.10928857D+04   10.9353388    0.0099068    142.407     0.002    EM
260.591
6 -0.10858027D+04    7.0829911    0.0064810    145.136     0.002    EM
257.862
7 -0.10814467D+04    4.3559909    0.0040118    148.156     0.002    EM
254.842
8 -0.10787908D+04    2.6559194    0.0024559    151.263     0.002    EM
251.735
9 -0.10771293D+04    1.6614887    0.0015401    154.317     0.002    EM
248.681
10 -0.10760385D+04    1.0907370    0.0010126    157.240     0.002    EM
245.758
11 -0.10752835D+04    0.7550095    0.0007017    159.998     0.002    EM
243.000

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 391

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12562189D+04    0.0000000    0.0000000      0.000   208.874    EM
194.126
2 -0.12469357D+04    9.2832588    0.0073898      0.000   208.515    FS
194.485
3 -0.11448398D+04  102.0958405    0.0818774      0.000   182.434    EM
220.566
4 -0.11169294D+04   27.9104137    0.0243793      0.000   169.592    EM
233.408
5 -0.11028032D+04   14.1261827    0.0126473      0.000   163.561    EM
239.439
6 -0.10928542D+04    9.9490733    0.0090216      0.000   160.779    EM
242.221
7 -0.10858751D+04    6.9790598    0.0063861      0.000   159.828    EM
243.172
8 -0.10812236D+04    4.6514808    0.0042836      0.000   160.045    EM
242.955
9 -0.10782692D+04    2.9543882    0.0027324      0.000   161.021    EM
241.979
10 -0.10764479D+04    1.8213568    0.0016891      0.000   162.465    EM
240.535
11 -0.10753281D+04    1.1197950    0.0010403      0.000   164.170    EM
238.830
12 -0.10746215D+04    0.7065710    0.0006571      0.000   165.996    EM
237.004

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 392

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.20780285D+04    0.0000000    0.0000000      2.997   104.039    EM
295.964
2 -0.18827133D+04  195.3151433    0.0939906      4.218   102.923    FS
295.859
3 -0.18289286D+04   53.7847020    0.0285677      0.046   111.674    FS
291.280
4 -0.16790586D+04  149.8700738    0.0819442      0.000   123.397    FS
279.603
5 -0.15541550D+04  124.9036061    0.0743891      0.000   123.815    FS
279.185
6 -0.14337032D+04  120.4517067    0.0775030      0.000   124.035    FS
278.965
7 -0.13190898D+04  114.6134021    0.0799422      0.000   124.303    FS
278.697
8 -0.12178926D+04  101.1972026    0.0767174      0.000   124.972    FS
278.028
9 -0.11420065D+04   75.8861228    0.0623094      0.000   127.077    FS
275.923
10 -0.10991386D+04   42.8679523    0.0375374      0.000   133.440    FS
269.560
11 -0.10815638D+04   17.5747291    0.0159895      0.000   147.798    FS
255.202
12 -0.10751316D+04    6.4322295    0.0059472      0.000   168.762    FS
234.238
13 -0.10728106D+04    2.3210304    0.0021588      0.000   190.208    FS
212.792
14 -0.10722522D+04    0.5583427    0.0005204      0.000   205.804    FS
197.196

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 393

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15915827D+04    0.0000000    0.0000000      4.871   373.035    EM
25.094
2 -0.13161885D+04  275.3942052    0.1730317      0.001   402.725    FS
0.274
3 -0.11745292D+04  141.6592220    0.1076284      0.001   402.493    EM
0.506
4 -0.11617688D+04   12.7603945    0.0108643      0.000   403.000    FS
0.000
5 -0.11041494D+04   57.6194617    0.0495963      0.000   403.000    FS
0.000
6 -0.10882677D+04   15.8816787    0.0143836      0.000   403.000    FS
0.000
7 -0.10796117D+04    8.6560325    0.0079540      0.000   403.000    FS
0.000
8 -0.10759142D+04    3.6974398    0.0034248      0.000   403.000    FS
0.000
9 -0.10750518D+04    0.8623864    0.0008015      0.000   403.000    FS
0.000

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 394

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13300206D+04    0.0000000    0.0000000      9.137   178.040    EM
215.823
2 -0.11553609D+04  174.6596435    0.1313210      9.555   148.489    EM
244.955
3 -0.11166156D+04   38.7453403    0.0335353     10.259   140.020    EM
252.721
4 -0.11010742D+04   15.5414083    0.0139183     11.247   137.352    EM
254.401
5 -0.10911208D+04    9.9533952    0.0090397     12.354   136.675    EM
253.971
6 -0.10844271D+04    6.6937217    0.0061347     13.500   137.004    EM
252.495
7 -0.10801417D+04    4.2853457    0.0039517     14.657   137.914    EM
250.430
8 -0.10774572D+04    2.6845404    0.0024854     15.819   139.116    EM
248.065
9 -0.10757623D+04    1.6949149    0.0015731     16.982   140.428    EM
245.590
10 -0.10746308D+04    1.1314245    0.0010517     18.158   141.709    EM
243.132
11 -0.10738525D+04    0.7783507    0.0007243     19.338   142.908    EM
240.754

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 395

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19734924D+04    0.0000000    0.0000000     34.012   139.834    EM
229.154
2 -0.16289478D+04  344.5446447    0.1745863     33.205   143.377    FS
226.418
3 -0.13386406D+04  290.3072322    0.1782176     34.530   147.394    FS
221.076
4 -0.12000024D+04  138.6381332    0.1035664     39.227   153.040    FS
210.734
5 -0.11638246D+04   36.1777834    0.0301481     74.504   185.184    FS
143.312
6 -0.11264387D+04   37.3859398    0.0321233     97.021   178.105    FS
127.873
7 -0.10988668D+04   27.5718642    0.0244770    123.498   168.689    FS
110.813
8 -0.10890074D+04    9.8594262    0.0089724    190.932   127.959    FS
84.110
9 -0.10806424D+04    8.3650001    0.0076813    118.836   115.000    FS
169.164
10 -0.10739803D+04    6.6621600    0.0061650    171.929    80.356    FS
150.715
11 -0.10710696D+04    2.9106889    0.0027102    166.601   114.508    FS
121.891
12 -0.10720875D+04   -1.0179777   -0.0009504    166.908   114.053    EM
122.040
13 -0.10715445D+04    0.5430181    0.0005065    166.992   113.972    EM
122.036

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 396

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12383704D+04    0.0000000    0.0000000    164.068     5.071    EM
233.862
2 -0.11394630D+04   98.9073641    0.0798690    159.567     4.351    EM
239.082
3 -0.11173652D+04   22.0978074    0.0193932    155.169     4.133    EM
243.698
4 -0.11035426D+04   13.8226043    0.0123707    152.344     4.055    EM
246.601
5 -0.10933278D+04   10.2148311    0.0092564    151.031     4.092    EM
247.877
6 -0.10860942D+04    7.2336364    0.0066162    150.894     4.242    EM
247.864
7 -0.10812043D+04    4.8898594    0.0045022    151.550     4.521    EM
246.929
8 -0.10780082D+04    3.1960672    0.0029560    152.682     4.923    EM
245.396
9 -0.10759398D+04    2.0684680    0.0019188    154.047     5.437    EM
243.516
10 -0.10745654D+04    1.3743090    0.0012773    155.476     6.046    EM
241.478
11 -0.10736014D+04    0.9640449    0.0008971    156.900     6.705    EM
239.394

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 397

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19156632D+04    0.0000000    0.0000000    384.277     0.773    EM
17.950
2 -0.16188685D+04  296.7947844    0.1549306    403.000     0.000    FS
0.000
3 -0.13539395D+04  264.9290140    0.1636507    403.000     0.000    FS
0.000
4 -0.13034236D+04   50.5158221    0.0373103    403.000     0.000    FS
0.000
5 -0.12583787D+04   45.0448975    0.0345589    403.000     0.000    FS
0.000
6 -0.12275825D+04   30.7962777    0.0244730    403.000     0.000    FS
0.000
7 -0.11996318D+04   27.9506784    0.0227689    403.000     0.000    FS
0.000
8 -0.11732434D+04   26.3883270    0.0219970    403.000     0.000    FS
0.000
9 -0.11486366D+04   24.6068869    0.0209734    403.000     0.000    FS
0.000
10 -0.11263818D+04   22.2547375    0.0193749    403.000     0.000    FS
0.000
11 -0.11072858D+04   19.0960570    0.0169534    403.000     0.000    FS
0.000
12 -0.10922943D+04   14.9914656    0.0135389    403.000     0.000    FS
0.000
13 -0.10822071D+04   10.0871812    0.0092349    403.000     0.000    FS
0.000
14 -0.10770178D+04    5.1893077    0.0047951    403.000     0.000    FS
0.000
15 -0.10752885D+04    1.7293524    0.0016057    403.000     0.000    FS
0.000
16 -0.10749643D+04    0.3241295    0.0003014    403.000     0.000    FS
0.000

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 398

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13942850D+04    0.0000000    0.0000000    110.145    76.942    EM
215.913
2 -0.12995304D+04   94.7545415    0.0679592    164.874    89.836    FS
148.290
3 -0.12234335D+04   76.0969179    0.0585572    225.519   106.402    FS
71.079
4 -0.11514400D+04   71.9935639    0.0588455    246.053   106.982    FS
49.965
5 -0.10865255D+04   64.9145026    0.0563768    234.566   121.435    EM
47.000
6 -0.10786626D+04    7.8629112    0.0072367    227.815   129.252    EM
45.933
7 -0.10761958D+04    2.4667235    0.0022868    223.291   134.091    EM
45.618
8 -0.10748716D+04    1.3242360    0.0012305    220.173   137.194    EM
45.633
9 -0.10740193D+04    0.8523302    0.0007930    217.967   139.236    EM
45.797

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 399

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14638892D+04    0.0000000    0.0000000    384.742    11.886    EM
6.372
2 -0.13961139D+04   67.7753542    0.0462981    403.000     0.000    FS
0.000
3 -0.10757145D+04  320.3993857    0.2294937    403.000     0.000    EM
0.000
4 -0.10753456D+04    0.3689038    0.0003429    403.000     0.000    FS
0.000

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 400

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.23498916D+04    0.0000000    0.0000000    112.707     1.945    EM
288.348
2 -0.19907484D+04  359.1431149    0.1528339    116.477     0.028    FS
286.495
3 -0.13570399D+04  633.7085830    0.3183268    123.895     0.154    EM
278.951
4 -0.11224709D+04  234.5689135    0.1728534    127.766     0.669    EM
274.566
5 -0.10986749D+04   23.7960898    0.0211997    129.720     2.678    EM
270.602
6 -0.10864784D+04   12.1964263    0.0111010    130.917     5.145    EM
266.938
7 -0.10793330D+04    7.1453800    0.0065766    132.942     6.936    EM
263.123
8 -0.10758563D+04    3.4767371    0.0032212    135.482     7.947    EM
259.570
9 -0.10742006D+04    1.6557038    0.0015390    137.975     8.551    EM
256.474
10 -0.10733177D+04    0.8829144    0.0008219    140.249     8.944    EM
253.806

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 401

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14491377D+04    0.0000000    0.0000000      0.923   394.358    EM
7.719
2 -0.11334486D+04  315.6891311    0.2178462      0.897   391.247    EM
10.857
3 -0.11212663D+04   12.1823118    0.0107480      0.856   387.725    EM
14.419
4 -0.11117796D+04    9.4867129    0.0084607      0.830   383.901    EM
18.269
5 -0.11041204D+04    7.6591685    0.0068891      0.815   379.918    EM
22.267
6 -0.10978871D+04    6.2333031    0.0056455      0.810   375.909    EM
26.282
7 -0.10928050D+04    5.0820792    0.0046290      0.813   371.983    EM
30.204
8 -0.10886752D+04    4.1298242    0.0037791      0.826   368.225    EM
33.950
9 -0.10853431D+04    3.3320959    0.0030607      0.845   364.695    EM
37.460
10 -0.10826805D+04    2.6625781    0.0024532      0.869   361.431    EM
40.701
11 -0.10805765D+04    2.1040371    0.0019434      0.895   358.446    EM
43.659
12 -0.10789334D+04    1.6430633    0.0015205      0.921   355.741    EM
46.338
13 -0.10776657D+04    1.2677057    0.0011750      0.947   353.303    EM
48.750
14 -0.10766991D+04    0.9666262    0.0008970      0.972   351.113    EM
50.916

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 402

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.22840676D+04    0.0000000    0.0000000     30.408   238.791    EM
133.801
2 -0.13257230D+04  958.3445599    0.4195780    313.618    85.718    FS
3.664
3 -0.11558488D+04  169.8742029    0.1281370    331.511    67.982    EM
3.507
4 -0.11052166D+04   50.6322024    0.0438052    342.793    56.595    EM
3.612
5 -0.10885738D+04   16.6428484    0.0150584    347.130    52.200    EM
3.669
6 -0.10814137D+04    7.1601159    0.0065775    348.935    50.336    EM
3.729
7 -0.10784407D+04    2.9729417    0.0027491    349.254    49.963    EM
3.783
8 -0.10770424D+04    1.3983521    0.0012966    348.935    50.234    EM
3.831
9 -0.10762342D+04    0.8082017    0.0007504    348.406    50.720    EM
3.874

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 403

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.32920653D+04    0.0000000    0.0000000     42.231     2.856    EM
357.913
2 -0.13115728D+04 1980.4925379    0.6015958    121.643     2.338    EM
279.019
3 -0.12611575D+04   50.4152963    0.0384388    122.739     1.685    FS
278.576
4 -0.11093294D+04  151.8281310    0.1203879    127.863     1.846    EM
273.291
5 -0.10904691D+04   18.8602452    0.0170015    133.162     2.169    EM
267.669
6 -0.10822735D+04    8.1955913    0.0075157    138.158     2.606    EM
262.236
7 -0.10776774D+04    4.5960891    0.0042467    142.534     3.123    EM
257.343
8 -0.10749620D+04    2.7154789    0.0025198    146.313     3.671    EM
253.017
9 -0.10731754D+04    1.7865304    0.0016619    149.536     4.270    EM
249.195
10 -0.10718071D+04    1.3683155    0.0012750    152.256     4.946    EM
245.799
11 -0.10707031D+04    1.1040204    0.0010301    154.619     5.626    EM
242.755
12 -0.10698882D+04    0.8149318    0.0007611    156.791     6.211    EM
239.998

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 404

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14249888D+04    0.0000000    0.0000000    147.676     3.629    EM
251.694
2 -0.12782701D+04  146.7187391    0.1029613    153.335     0.000    FS
249.665
3 -0.10757353D+04  202.5347276    0.1584444    169.341     0.000    EM
233.659
4 -0.10734929D+04    2.2423929    0.0020845    174.741     0.000    EM
228.259
5 -0.10731154D+04    0.3775293    0.0003517    177.423     0.000    EM
225.577

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 405

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13867110D+04    0.0000000    0.0000000     22.923   155.930    EM
224.147
2 -0.11099509D+04  276.7600568    0.1995802     14.401   177.673    EM
210.925
3 -0.11013323D+04    8.6186481    0.0077649      0.000   230.740    FS
172.260
4 -0.10851983D+04   16.1340261    0.0146496      0.000   169.124    FS
233.876
5 -0.10772493D+04    7.9489476    0.0073249      0.000   180.798    FS
222.202
6 -0.10742258D+04    3.0235286    0.0028067      0.000   190.876    FS
212.124
7 -0.10727548D+04    1.4709892    0.0013693      0.000   201.847    FS
201.153
8 -0.10722847D+04    0.4701456    0.0004383      0.000   209.653    FS
193.347

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 406

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14409640D+04    0.0000000    0.0000000    259.984    10.412    EM
132.604
2 -0.12479304D+04  193.0335759    0.1339614    208.491     6.340    EM
188.169
3 -0.11606761D+04   87.2543401    0.0699192    178.011     4.497    EM
220.492
4 -0.11248319D+04   35.8441202    0.0308821    164.169     3.558    EM
235.273
5 -0.11078879D+04   16.9440938    0.0150637    158.110     3.010    EM
241.880
6 -0.10963884D+04   11.4994391    0.0103796    155.520     2.664    EM
244.816
7 -0.10881935D+04    8.1949302    0.0074745    154.768     2.452    EM
245.780
8 -0.10826113D+04    5.5821989    0.0051298    155.135     2.355    EM
245.510
9 -0.10790003D+04    3.6109448    0.0033354    156.213     2.338    EM
244.449
10 -0.10765819D+04    2.4184227    0.0022414    157.597     2.488    EM
242.915
11 -0.10747898D+04    1.7921420    0.0016647    159.150     2.684    EM
241.166
12 -0.10747106D+04    0.0791866    0.0000737    161.095     2.632    EM
239.273

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 407

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17498416D+04    0.0000000    0.0000000    361.169    31.764    EM
10.067
2 -0.17123269D+04   37.5147423    0.0214389    373.394    29.606    FS
0.000
3 -0.15994502D+04  112.8766936    0.0659201    374.877    28.123    FS
0.000
4 -0.14997501D+04   99.7001006    0.0623340    376.855    26.145    FS
0.000
5 -0.14163746D+04   83.3755360    0.0555930    379.109    23.891    FS
0.000
6 -0.13479247D+04   68.4499183    0.0483276    381.976    21.024    FS
0.000
7 -0.12882420D+04   59.6826088    0.0442774    386.810    16.190    FS
0.000
8 -0.12390043D+04   49.2377002    0.0382208    392.201    10.799    FS
0.000
9 -0.11997450D+04   39.2593297    0.0316862    395.633     7.367    FS
0.000
10 -0.11659547D+04   33.7903122    0.0281646    398.763     4.237    FS
0.000
11 -0.11420124D+04   23.9423139    0.0205345    401.669     1.331    FS
0.000
12 -0.11332998D+04    8.7125650    0.0076291    403.000     0.000    FS
0.000
13 -0.11078064D+04   25.4934104    0.0224949    403.000     0.000    FS
0.000
14 -0.10922836D+04   15.5228409    0.0140122    403.000     0.000    FS
0.000
15 -0.10821799D+04   10.1036774    0.0092500    403.000     0.000    FS
0.000
16 -0.10770041D+04    5.1758113    0.0047828    403.000     0.000    FS
0.000
17 -0.10752849D+04    1.7191705    0.0015963    403.000     0.000    FS
0.000
18 -0.10749639D+04    0.3209984    0.0002985    403.000     0.000    FS
0.000

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 408

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16862199D+04    0.0000000    0.0000000     22.797   300.144    EM
80.060
2 -0.12069506D+04  479.2692677    0.2842270     13.407   262.651    EM
126.942
3 -0.11600931D+04   46.8575073    0.0388231      9.285   228.318    EM
165.397
4 -0.11323571D+04   27.7359454    0.0239084      7.286   204.300    EM
191.414
5 -0.11145421D+04   17.8150721    0.0157327      6.192   189.429    EM
207.378
6 -0.11025160D+04   12.0260501    0.0107901      5.659   180.549    EM
216.792
7 -0.10929911D+04    9.5248663    0.0086392      5.364   175.049    EM
222.587
8 -0.10859242D+04    7.0669830    0.0064657      5.195   171.668    EM
226.137
9 -0.10809970D+04    4.9271772    0.0045373      5.126   169.750    EM
228.124
10 -0.10777282D+04    3.2687723    0.0030238      5.132   168.867    EM
229.001
11 -0.10756623D+04    2.0659238    0.0019169      5.193   168.710    EM
229.097
12 -0.10743996D+04    1.2626397    0.0011738      5.295   169.045    EM
228.660
13 -0.10736381D+04    0.7615050    0.0007088      5.433   169.692    EM
227.875

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 409

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.24453696D+04    0.0000000    0.0000000    108.729    23.732    EM
270.539
2 -0.20756099D+04  369.7597403    0.1512081     72.828    59.024    FS
271.148
3 -0.17139804D+04  361.6294963    0.1742281     60.245    71.760    FS
270.995
4 -0.14777594D+04  236.2210134    0.1378201     26.950   108.307    FS
267.743
5 -0.14029697D+04   74.7897279    0.0506102      3.087   135.206    FS
264.707
6 -0.12850715D+04  117.8981830    0.0840347      8.634   121.934    EM
272.432
7 -0.12202464D+04   64.8250375    0.0504447     27.530   102.861    EM
272.610
8 -0.11548179D+04   65.4285076    0.0536191     52.555    82.293    EM
268.152
9 -0.11121982D+04   42.6196798    0.0369060     72.673    66.983    EM
263.344
10 -0.10895369D+04   22.6613121    0.0203752     87.565    56.182    EM
259.253
11 -0.10792208D+04   10.3161624    0.0094684     97.505    49.646    EM
255.849
12 -0.10750308D+04    4.1900053    0.0038824    103.635    46.117    EM
253.247
13 -0.10733840D+04    1.6467445    0.0015318    107.289    44.369    EM
251.342
14 -0.10727163D+04    0.6677299    0.0006221    109.468    43.599    EM
249.934

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 410

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12987620D+04    0.0000000    0.0000000     99.684    44.299    EM
259.018
2 -0.11658755D+04  132.8865336    0.1023178    114.396    27.074    EM
261.530
3 -0.11274195D+04   38.4559830    0.0329846    122.604    19.221    EM
261.175
4 -0.11066560D+04   20.7635216    0.0184169    127.724    15.212    EM
260.065
5 -0.10938936D+04   12.7623512    0.0115324    131.692    13.058    EM
258.250
6 -0.10860673D+04    7.8263027    0.0071545    135.262    11.870    EM
255.868
7 -0.10813573D+04    4.7100842    0.0043368    138.639    11.224    EM
253.138
8 -0.10785002D+04    2.8570659    0.0026421    141.820    10.915    EM
250.265
9 -0.10766714D+04    1.8288120    0.0016957    144.745    10.855    EM
247.400
10 -0.10753756D+04    1.2957662    0.0012035    147.350    11.015    EM
244.635
11 -0.10743415D+04    1.0341609    0.0009617    149.599    11.382    EM
242.019
12 -0.10734558D+04    0.8856576    0.0008244    151.511    11.919    EM
239.570

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 411

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16529153D+04    0.0000000    0.0000000      1.730   160.069    EM
241.201
2 -0.16052622D+04   47.6530356    0.0288297      0.004   163.373    FS
239.624
3 -0.11117949D+04  493.4672863    0.3074060      0.004   138.218    EM
264.778
4 -0.10934565D+04   18.3384379    0.0164944      0.004   138.966    EM
264.030
5 -0.10858363D+04    7.6202408    0.0069689      0.004   142.364    EM
260.632
6 -0.10814775D+04    4.3587867    0.0040142      0.004   146.056    EM
256.940
7 -0.10788799D+04    2.5976004    0.0024019      0.004   149.659    EM
253.337
8 -0.10772449D+04    1.6349255    0.0015154      0.004   153.063    EM
249.934
9 -0.10761534D+04    1.0915506    0.0010133      0.004   156.233    EM
246.763
10 -0.10753851D+04    0.7683437    0.0007140      0.004   159.168    EM
243.829

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 412

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15722442D+04    0.0000000    0.0000000     43.552    91.198    EM
268.249
2 -0.13564874D+04  215.7567904    0.1372286      0.446   130.376    FS
272.179
3 -0.10986874D+04  257.8000078    0.1900497      0.412   135.096    EM
267.492
4 -0.10877111D+04   10.9762448    0.0099903      0.861   138.885    EM
263.255
5 -0.10815710D+04    6.1401128    0.0056450      1.283   143.157    EM
258.560
6 -0.10778107D+04    3.7602980    0.0034767      1.974   146.802    EM
254.225
7 -0.10757399D+04    2.0708521    0.0019214      2.566   149.954    EM
250.480
8 -0.10752192D+04    0.5206281    0.0004840      2.873   152.911    EM
247.215

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 413

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19427775D+04    0.0000000    0.0000000     54.252   261.801    EM
86.947
2 -0.16711416D+04  271.6358809    0.1398183     36.235   275.003    FS
91.762
3 -0.14136811D+04  257.4605669    0.1540627     19.607   169.659    FS
213.734
4 -0.12554620D+04  158.2190637    0.1119199      2.621   162.034    FS
238.346
5 -0.10932825D+04  162.1795481    0.1291792      2.049   165.432    EM
235.519
6 -0.10854698D+04    7.8126888    0.0071461      1.811   165.357    EM
235.833
7 -0.10805672D+04    4.9025241    0.0045165      1.747   165.053    EM
236.200
8 -0.10774260D+04    3.1412614    0.0029070      1.783   165.222    EM
235.995
9 -0.10754680D+04    1.9580222    0.0018173      1.889   165.861    EM
235.250
10 -0.10742557D+04    1.2122765    0.0011272      2.051   166.822    EM
234.127
11 -0.10734833D+04    0.7724236    0.0007190      2.266   167.958    EM
232.776

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 414

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12859372D+04    0.0000000    0.0000000     29.448   127.551    EM
246.001
2 -0.11658901D+04  120.0471754    0.0933538     44.663    98.923    EM
259.414
3 -0.11295724D+04   36.3176576    0.0311502     61.000    81.057    EM
260.942
4 -0.11049865D+04   24.5859333    0.0217657     75.173    67.983    EM
259.845
5 -0.10898072D+04   15.1792508    0.0137370     86.273    59.063    EM
257.664
6 -0.10814237D+04    8.3834998    0.0076926     94.701    53.320    EM
254.979
7 -0.10770619D+04    4.3617895    0.0040334    101.071    49.720    EM
252.209
8 -0.10748229D+04    2.2389888    0.0020788    105.901    47.506    EM
249.593
9 -0.10736534D+04    1.1694956    0.0010881    109.595    46.177    EM
247.228
10 -0.10730176D+04    0.6357940    0.0005922    112.458    45.413    EM
245.129

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 415

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16285198D+04    0.0000000    0.0000000     89.453    34.623    EM
278.923
2 -0.14091618D+04  219.3580283    0.1346978    109.611    14.453    FS
278.935
3 -0.11355989D+04  273.5628698    0.1941316    118.757     9.004    EM
275.239
4 -0.10963746D+04   39.2243255    0.0345406    125.379     7.271    EM
270.350
5 -0.10843665D+04   12.0081644    0.0109526    130.550     7.257    EM
265.193
6 -0.10794555D+04    4.9109925    0.0045289    134.622     7.810    EM
260.568
7 -0.10769309D+04    2.5245657    0.0023387    137.921     8.414    EM
256.665
8 -0.10753439D+04    1.5869989    0.0014736    140.618     8.998    EM
253.384
9 -0.10742365D+04    1.1074341    0.0010298    142.919     9.504    EM
250.577
10 -0.10734852D+04    0.7512920    0.0006994    144.933     9.932    EM
248.135

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 416

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.41270532D+04    0.0000000    0.0000000      0.000    95.093    EM
307.907
2 -0.37266268D+04  400.4263280    0.0970248      0.000    95.201    FS
307.799
3 -0.33312996D+04  395.3272388    0.1060818      0.000    95.155    FS
307.845
4 -0.29488336D+04  382.4660292    0.1148099      0.000    95.155    FS
307.845
5 -0.26009988D+04  347.8347761    0.1179567      0.000    95.154    FS
307.846
6 -0.23417823D+04  259.2165077    0.0996604      0.000    95.154    FS
307.846
7 -0.22559485D+04   85.8337375    0.0366532      0.000    95.154    FS
307.846
8 -0.22554087D+04    0.5397957    0.0002393      0.000    95.154    FS
307.846
9 -0.20578939D+04  197.5148895    0.0875739      0.000   104.859    FS
298.141
10 -0.19527785D+04  105.1153924    0.0510791      0.000   115.044    FS
287.956
11 -0.18312143D+04  121.5641517    0.0622519      0.000   120.682    FS
282.318
12 -0.17137835D+04  117.4308521    0.0641273      0.000   122.767    FS
280.233
13 -0.15998711D+04  113.9123708    0.0664684      0.000   123.560    FS
279.440
14 -0.14902995D+04  109.5715725    0.0684878      0.000   123.899    FS
279.101
15 -0.13864412D+04  103.8583430    0.0696896      0.000   124.140    FS
278.860
16 -0.12904638D+04   95.9773491    0.0692257      0.000   124.545    FS
278.455
17 -0.12064177D+04   84.0461287    0.0651286      0.000   125.622    FS
277.378
18 -0.11405769D+04   65.8407955    0.0545755      0.000   128.836    FS
274.164
19 -0.10985206D+04   42.0562697    0.0368728      0.000   138.082    FS
264.918
20 -0.10790194D+04   19.5012164    0.0177523      0.000   159.244    FS
243.756

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 417

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.28327701D+04    0.0000000    0.0000000    148.512    11.570    EM
242.918
2 -0.24558577D+04  376.9124187    0.1330544    147.202     3.150    FS
252.648
3 -0.22353970D+04  220.4606615    0.0897693    145.197     0.000    FS
257.803
4 -0.20982427D+04  137.1543261    0.0613557    146.883     0.000    FS
256.117
5 -0.20939264D+04    4.3162833    0.0020571    145.554     0.000    FS
257.446
6 -0.16868755D+04  407.0509557    0.1943960    153.641     0.000    FS
249.359
7 -0.13341621D+04  352.7134073    0.2090927    143.924     0.000    FS
259.076
8 -0.12076590D+04  126.5030609    0.0948184    138.206     0.000    FS
264.794
9 -0.11634681D+04   44.1909065    0.0365922    140.118     0.000    EM
262.882
10 -0.11391790D+04   24.2891060    0.0208765    139.318     0.000    EM
263.682
11 -0.11192886D+04   19.8904208    0.0174603    139.360     0.000    EM
263.640
12 -0.11038360D+04   15.4525578    0.0138057    140.527     0.000    EM
262.473
13 -0.10929159D+04   10.9201475    0.0098929    142.596     0.000    EM
260.404
14 -0.10858278D+04    7.0880928    0.0064855    145.265     0.000    EM
257.735
15 -0.10814598D+04    4.3680329    0.0040228    148.249     0.000    EM
254.751
16 -0.10787960D+04    2.6638006    0.0024632    151.331     0.000    EM
251.669
17 -0.10771295D+04    1.6664981    0.0015448    154.368     0.000    EM
248.632
18 -0.10760366D+04    1.0928282    0.0010146    157.280     0.000    EM
245.720
19 -0.10752810D+04    0.7555919    0.0007022    160.030     0.000    EM
242.970

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 418

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12130599D+04    0.0000000    0.0000000    144.253    12.769    EM
245.978
2 -0.11408070D+04   72.2529365    0.0595625    164.026    21.697    FS
217.276
3 -0.11251301D+04   15.6768850    0.0137419    278.702     0.491    FS
123.807
4 -0.11074437D+04   17.6863666    0.0157194    310.392     0.000    FS
92.608
5 -0.10862854D+04   21.1582862    0.0191055    210.649     0.000    FS
192.351
6 -0.10752892D+04   10.9962808    0.0101228    230.726     0.000    FS
172.274
7 -0.10726452D+04    2.6439290    0.0024588    211.545     0.000    FS
191.455
8 -0.10722430D+04    0.4022326    0.0003750    213.349     0.000    FS
189.651

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 419

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.11500224D+04    0.0000000    0.0000000    153.648    40.582    EM
208.770
2 -0.11072112D+04   42.8111935    0.0372264    168.303     2.674    FS
232.022
3 -0.10750074D+04   32.2038662    0.0290856    167.958     3.908    EM
231.134
4 -0.10722008D+04    2.8065435    0.0026107    168.271     4.773    EM
229.956
5 -0.10716061D+04    0.5947552    0.0005547    169.049     5.203    EM
228.747

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 420

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.26090550D+04    0.0000000    0.0000000      0.067   145.133    EM
257.800
2 -0.12881548D+04 1320.9002611    0.5062754      0.043   124.828    EM
278.130
3 -0.11763079D+04  111.8468801    0.0868272      0.022   126.334    EM
276.645
4 -0.11243477D+04   51.9601680    0.0441723      0.012   129.486    EM
273.502
5 -0.11003386D+04   24.0091404    0.0213538      0.011   133.659    EM
269.330
6 -0.10889439D+04   11.3947124    0.0103556      0.019   138.178    EM
264.804
7 -0.10831159D+04    5.8280047    0.0053520      0.051   142.590    EM
260.358
8 -0.10797587D+04    3.3571666    0.0030995      0.191   146.612    EM
256.197
9 -0.10772882D+04    2.4705133    0.0022880      0.658   149.928    EM
252.414
10 -0.10751195D+04    2.1686540    0.0020131      1.251   152.636    EM
249.113
11 -0.10738037D+04    1.3158407    0.0012239      1.546   155.201    EM
246.253
12 -0.10730597D+04    0.7440108    0.0006929      1.658   157.699    EM
243.643

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 421

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15846475D+04    0.0000000    0.0000000     50.941    81.020    EM
271.039
2 -0.13822429D+04  202.4045930    0.1277285     58.456    74.662    FS
269.882
3 -0.12164383D+04  165.8045434    0.1199533     71.807    65.257    EM
265.936
4 -0.11261958D+04   90.2425465    0.0741859     82.817    57.505    EM
262.678
5 -0.10858553D+04   40.3405129    0.0358202     90.632    52.564    EM
259.804
6 -0.10756171D+04   10.2381804    0.0094287     95.850    49.934    EM
257.216
7 -0.10738216D+04    1.7954594    0.0016692     99.208    48.806    EM
254.987
8 -0.10731644D+04    0.6571875    0.0006120    101.277    48.492    EM
253.232

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 422

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.25936215D+04    0.0000000    0.0000000      0.686   146.530    EM
255.785
2 -0.22304945D+04  363.1270183    0.1400077      0.709   146.488    FS
255.803
3 -0.19337886D+04  296.7058732    0.1330225      0.785   146.426    FS
255.789
4 -0.17891246D+04  144.6640286    0.0748086      1.403   145.880    FS
255.716
5 -0.15381543D+04  250.9702798    0.1402755      0.000   147.058    FS
255.942
6 -0.12239177D+04  314.2365695    0.2042946      0.000   150.306    FS
252.694
7 -0.11059982D+04  117.9194872    0.0963459      0.000   157.831    FS
245.169
8 -0.10827132D+04   23.2850148    0.0210534      0.000   198.095    FS
204.905
9 -0.10737040D+04    9.0092486    0.0083210      0.000   217.146    FS
185.854
10 -0.10723610D+04    1.3430054    0.0012508      0.000   213.395    FS
189.605
11 -0.10722127D+04    0.1483093    0.0001383      0.000   212.376    FS
190.624

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 423

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.25501227D+04    0.0000000    0.0000000    199.765    20.953    EM
182.283
2 -0.23040736D+04  246.0491760    0.0964852    137.889    80.655    FS
184.456
3 -0.19100675D+04  394.0060915    0.1710041     91.405   108.420    FS
203.176
4 -0.16186312D+04  291.4363162    0.1525791     46.458   173.175    FS
183.367
5 -0.13935023D+04  225.1288340    0.1390859      6.564   177.270    FS
219.166
6 -0.12476575D+04  145.8448339    0.1046606      0.001   131.179    FS
271.820
7 -0.11437181D+04  103.9393852    0.0833076      0.001   130.470    EM
272.529
8 -0.11058321D+04   37.8860138    0.0331253      0.001   133.503    EM
269.496
9 -0.10920338D+04   13.7983453    0.0124778      0.002   137.512    EM
265.486
10 -0.10848903D+04    7.1434890    0.0065415      0.003   141.710    EM
261.287
11 -0.10809250D+04    3.9652912    0.0036550      0.003   145.784    EM
257.213
12 -0.10785662D+04    2.3587248    0.0021821      0.004   149.605    EM
253.391
13 -0.10770601D+04    1.5061595    0.0013964      0.005   153.135    EM
249.860
14 -0.10760368D+04    1.0233053    0.0009501      0.005   156.376    EM
246.618
15 -0.10753059D+04    0.7308367    0.0006792      0.006   159.349    EM
243.645

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 424

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19057319D+04    0.0000000    0.0000000    380.587     7.193    EM
15.220
2 -0.19056144D+04    0.1174546    0.0000616    369.013     0.000    FS
33.987

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 425

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.33344701D+04    0.0000000    0.0000000    154.776     2.107    EM
246.117
2 -0.29722522D+04  362.2179135    0.1086283    134.651     0.000    FS
268.349
3 -0.25717042D+04  400.5479622    0.1347624    140.199     0.000    FS
262.801
4 -0.22031293D+04  368.5749507    0.1433193    139.752     0.000    FS
263.248
5 -0.18991797D+04  303.9495963    0.1379627    144.071     0.000    FS
258.929
6 -0.18114944D+04   87.6853035    0.0461701    143.110     0.000    FS
259.890
7 -0.17643468D+04   47.1476318    0.0260269    124.842     0.000    FS
278.158
8 -0.16369511D+04  127.3957088    0.0722056    128.755     0.000    FS
274.245
9 -0.15669382D+04   70.0128087    0.0427703    138.124     0.000    FS
264.876
10 -0.15198562D+04   47.0820792    0.0300472    158.717     0.000    FS
244.283
11 -0.14833370D+04   36.5192022    0.0240281    179.034     0.000    FS
223.966
12 -0.14513367D+04   32.0002358    0.0215731    181.476     0.000    FS
221.524
13 -0.14201983D+04   31.1384477    0.0214550    175.537     0.000    FS
227.463
14 -0.13895865D+04   30.6118166    0.0215546    170.479     0.000    FS
232.521
15 -0.13594280D+04   30.1584397    0.0217032    166.523     0.000    FS
236.477
16 -0.13297328D+04   29.6952238    0.0218439    163.367     0.000    FS
239.633
17 -0.13005906D+04   29.1422123    0.0219158    160.794     0.000    FS
242.206
18 -0.12721707D+04   28.4198501    0.0218515    158.657     0.000    FS
244.343
19 -0.12447313D+04   27.4394022    0.0215690    156.855     0.000    FS
246.145
20 -0.12186289D+04   26.1024242    0.0209703    155.323     0.000    FS
247.677

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 426

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14326181D+04    0.0000000    0.0000000    330.232    37.251    EM
35.517
2 -0.13027662D+04  129.8519124    0.0906396    306.011    22.614    EM
74.374
3 -0.12347740D+04   67.9921824    0.0521906    261.549    15.751    EM
125.700
4 -0.11787805D+04   55.9935684    0.0453472    220.980    13.198    EM
168.821
5 -0.11485314D+04   30.2490124    0.0256613    191.818    12.925    EM
198.257
6 -0.11275851D+04   20.9463225    0.0182375    173.084    13.898    EM
216.018
7 -0.11112150D+04   16.3700990    0.0145178    161.073    15.649    EM
226.278
8 -0.10987091D+04   12.5058729    0.0112542    152.844    17.897    EM
232.258
9 -0.10895130D+04    9.1961189    0.0083699    146.970    20.365    EM
235.666
10 -0.10830368D+04    6.4762463    0.0059442    142.775    22.845    EM
237.380
11 -0.10786914D+04    4.3453990    0.0040122    139.868    25.195    EM
237.937
12 -0.10759094D+04    2.7819761    0.0025790    137.957    27.324    EM
237.719
13 -0.10741897D+04    1.7197171    0.0015984    136.802    29.191    EM
237.007
14 -0.10731464D+04    1.0432735    0.0009712    136.206    30.790    EM
236.003
15 -0.10725125D+04    0.6338982    0.0005907    136.012    32.144    EM
234.844

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 427

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15199513D+04    0.0000000    0.0000000      0.298   135.850    EM
266.853
2 -0.14001953D+04  119.7559203    0.0787893      0.289   135.422    FS
267.289
3 -0.13253224D+04   74.8729443    0.0534732      0.000   135.878    FS
267.122
4 -0.12072664D+04  118.0559642    0.0890772      0.000   128.846    EM
274.154
5 -0.11977041D+04    9.5622844    0.0079206      0.000   128.688    FS
274.312
6 -0.11165941D+04   81.1100316    0.0677213      0.000   136.634    FS
266.366
7 -0.10828698D+04   33.7243207    0.0302028      0.000   158.288    FS
244.712
8 -0.10736475D+04    9.2222557    0.0085165      0.000   186.742    FS
216.258
9 -0.10722913D+04    1.3562440    0.0012632      0.000   206.170    FS
196.830
10 -0.10722054D+04    0.0858844    0.0000801      0.000   209.646    FS
193.354

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 428

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.26041861D+04    0.0000000    0.0000000     78.819    33.246    EM
290.934
2 -0.23137643D+04  290.4217867    0.1115211     88.705    24.286    FS
290.009
3 -0.21577339D+04  156.0303520    0.0674357    103.789     9.526    FS
289.685
4 -0.21215220D+04   36.2119539    0.0167824     38.541    78.636    FS
285.823
5 -0.19914537D+04  130.0682795    0.0613089     30.684    89.211    FS
283.105
6 -0.18731015D+04  118.3522438    0.0594301     29.457    92.039    FS
281.504
7 -0.17638492D+04  109.2522449    0.0583269     30.741    91.959    FS
280.300
8 -0.16503094D+04  113.5398216    0.0643705     26.469    97.151    FS
279.380
9 -0.15432556D+04  107.0538240    0.0648689     30.400    94.004    FS
278.596
10 -0.14432901D+04   99.9654980    0.0647757     32.328    93.579    FS
277.093
11 -0.13510798D+04   92.2102916    0.0638890     36.824    93.707    FS
272.470
12 -0.12697883D+04   81.2914613    0.0601678     36.346   106.132    FS
260.522
13 -0.12055948D+04   64.1935392    0.0505545     34.934   139.573    FS
228.493
14 -0.11629007D+04   42.6940900    0.0354133     28.254   186.051    FS
188.696
15 -0.11311046D+04   31.7960434    0.0273420     22.765   204.019    FS
176.216
16 -0.11078060D+04   23.2986503    0.0205981     21.498   193.855    FS
187.647
17 -0.10922445D+04   15.5615265    0.0140472     18.045   187.303    FS
197.651
18 -0.10853478D+04    6.8966857    0.0063142      8.608   189.919    FS
204.473
19 -0.10757531D+04    9.5946903    0.0088402     10.738   189.249    EM
203.014
20 -0.10734684D+04    2.2847134    0.0021238     11.593   188.365    EM
203.041

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 429

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14741749D+04    0.0000000    0.0000000     65.963    98.982    EM
238.056
2 -0.12870993D+04  187.0756218    0.1269019     18.863   149.990    FS
234.147
3 -0.10945551D+04  192.5441501    0.1495954     24.337   159.042    EM
219.620
4 -0.10845411D+04   10.0140376    0.0091490     27.242   158.874    EM
216.884
5 -0.10795015D+04    5.0395968    0.0046468     29.107   156.284    EM
217.609
6 -0.10764610D+04    3.0405039    0.0028166     30.610   153.592    EM
218.799
7 -0.10742996D+04    2.1614172    0.0020079     31.832   151.448    EM
219.720
8 -0.10729196D+04    1.3800018    0.0012846     32.876   149.979    EM
220.145
9 -0.10720859D+04    0.8336800    0.0007770     33.819   149.024    EM
220.157

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 430

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14598012D+04    0.0000000    0.0000000      0.015   165.662    EM
237.322
2 -0.14395472D+04   20.2539555    0.0138745      0.000   164.647    FS
238.353
3 -0.13560888D+04   83.4583994    0.0579755      0.000   182.897    FS
220.103
4 -0.12391659D+04  116.9229153    0.0862207      0.000   140.117    FS
262.883
5 -0.11769286D+04   62.2373171    0.0502252      0.000   147.635    FS
255.365
6 -0.11389767D+04   37.9519015    0.0322466      0.000   149.789    FS
253.211
7 -0.11159281D+04   23.0486430    0.0202363      0.000   149.138    FS
253.862
8 -0.11026490D+04   13.2790908    0.0118996      0.000   150.048    FS
252.952
9 -0.10936249D+04    9.0240767    0.0081840      0.000   153.584    FS
249.416
10 -0.10862827D+04    7.3422243    0.0067137      0.000   159.582    FS
243.418
11 -0.10803377D+04    5.9450071    0.0054728      0.000   167.974    FS
235.026
12 -0.10760013D+04    4.3363805    0.0040139      0.000   178.942    FS
224.058
13 -0.10734412D+04    2.5601015    0.0023793      0.000   192.063    FS
210.937
14 -0.10724265D+04    1.0146485    0.0009452      0.000   204.503    FS
198.497
15 -0.10722210D+04    0.2055712    0.0001917      0.000   211.069    FS
191.931

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 431

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.20379775D+04    0.0000000    0.0000000     58.443    72.306    EM
272.252
2 -0.17153352D+04  322.6423491    0.1583150     57.836    72.449    FS
272.714
3 -0.15278111D+04  187.5240218    0.1093221     45.886    81.737    FS
275.377
4 -0.12630299D+04  264.7812992    0.1733076     20.945   107.364    EM
274.691
5 -0.12117760D+04   51.2538296    0.0405801      0.010   131.759    FS
271.231
6 -0.11257819D+04   85.9940854    0.0709653      0.011   136.714    EM
266.276
7 -0.10960083D+04   29.7735923    0.0264470      0.014   139.569    EM
263.417
8 -0.10862167D+04    9.7915981    0.0089339      0.021   142.817    EM
260.163
9 -0.10816592D+04    4.5575114    0.0041958      0.029   146.312    EM
256.659
10 -0.10789717D+04    2.6875146    0.0024846      0.040   149.786    EM
253.173
11 -0.10772876D+04    1.6841079    0.0015608      0.053   153.106    EM
249.842
12 -0.10761706D+04    1.1169940    0.0010369      0.066   156.218    EM
246.716
13 -0.10753889D+04    0.7817317    0.0007264      0.082   159.110    EM
243.808

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 432

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14529252D+04    0.0000000    0.0000000      9.150   122.656    EM
271.195
2 -0.13924572D+04   60.4680369    0.0416181      0.822   130.488    FS
271.690
3 -0.11888717D+04  203.5854756    0.1462059      1.086   129.504    EM
272.410
4 -0.11550694D+04   33.8023049    0.0284323      1.233   130.058    EM
271.709
5 -0.11270917D+04   27.9777182    0.0242217      1.411   131.577    EM
270.012
6 -0.11066772D+04   20.4144591    0.0181125      1.730   133.814    EM
267.456
7 -0.10932319D+04   13.4453351    0.0121493      2.317   136.415    EM
264.268
8 -0.10845107D+04    8.7211450    0.0079774      3.289   138.955    EM
260.755
9 -0.10786072D+04    5.9035077    0.0054435      4.330   141.481    EM
257.189
10 -0.10749881D+04    3.6191046    0.0033553      5.056   144.244    EM
253.701
11 -0.10728932D+04    2.0949226    0.0019488      5.572   147.090    EM
250.338
12 -0.10715649D+04    1.3283029    0.0012381      6.003   149.842    EM
247.155
13 -0.10706396D+04    0.9252698    0.0008635      6.392   152.429    EM
244.180

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 433

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12615593D+04    0.0000000    0.0000000    134.664    26.865    EM
241.471
2 -0.11436036D+04  117.9557076    0.0934999    137.932     6.704    FS
258.364
3 -0.10945497D+04   49.0538773    0.0428941    139.693     9.174    EM
254.132
4 -0.10858745D+04    8.6752384    0.0079259    138.974    11.390    EM
252.637
5 -0.10807458D+04    5.1286410    0.0047231    138.461    13.595    EM
250.944
6 -0.10775260D+04    3.2198440    0.0029793    138.342    15.746    EM
248.912
7 -0.10755394D+04    1.9866419    0.0018437    138.513    17.769    EM
246.718
8 -0.10743047D+04    1.2346879    0.0011480    138.869    19.611    EM
244.520
9 -0.10735175D+04    0.7872076    0.0007328    139.339    21.249    EM
242.412

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 434

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13978600D+04    0.0000000    0.0000000     54.826    89.609    EM
258.566
2 -0.10898492D+04  308.0108698    0.2203446     50.731   106.712    EM
245.557
3 -0.10812442D+04    8.6049481    0.0078955     45.002   115.408    EM
242.591
4 -0.10777763D+04    3.4679310    0.0032074     40.537   121.286    EM
241.177
5 -0.10751022D+04    2.6740623    0.0024811     37.578   125.583    EM
239.839
6 -0.10744698D+04    0.6324142    0.0005882     35.527   129.121    EM
238.352

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 435

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.20487065D+04    0.0000000    0.0000000      1.521   122.267    EM
279.212
2 -0.18905192D+04  158.1873452    0.0772133      1.409   122.417    FS
279.174
3 -0.18111865D+04   79.3326609    0.0419634      0.000   123.870    FS
279.130
4 -0.17144120D+04   96.7745209    0.0534316      0.000   124.247    FS
278.753
5 -0.15471334D+04  167.2786564    0.0975720      0.000   125.238    FS
277.762
6 -0.14730936D+04   74.0397701    0.0478561      0.000   127.510    FS
275.490
7 -0.13805525D+04   92.5410730    0.0628209      0.000   135.215    FS
267.785
8 -0.13024866D+04   78.0658742    0.0565468      0.000   158.408    FS
244.592
9 -0.12415744D+04   60.9122671    0.0467661      0.000   209.051    FS
193.949
10 -0.11943933D+04   47.1810749    0.0380010      0.000   256.267    FS
146.733
11 -0.11587130D+04   35.6803533    0.0298732      0.000   245.644    FS
157.356
12 -0.11322225D+04   26.4904839    0.0228620      0.000   215.619    FS
187.381
13 -0.11109084D+04   21.3140732    0.0188250      0.000   204.209    FS
198.791
14 -0.10948042D+04   16.1041730    0.0144964      0.000   197.225    FS
205.775
15 -0.10837923D+04   11.0119624    0.0100584      0.000   195.164    FS
207.836
16 -0.10771785D+04    6.6137802    0.0061024      0.000   197.300    FS
205.700
17 -0.10738243D+04    3.3542096    0.0031139      0.000   202.842    FS
200.158
18 -0.10725466D+04    1.2776232    0.0011898      0.000   209.155    FS
193.845
19 -0.10722461D+04    0.3005775    0.0002802      0.000   212.281    FS
190.719

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 436

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17107334D+04    0.0000000    0.0000000      0.000   126.033    EM
276.967
2 -0.16070265D+04  103.7069065    0.0606213      0.000   126.020    FS
276.979
3 -0.16056181D+04    1.4083526    0.0008764      0.000   126.050    FS
276.950
4 -0.13982979D+04  207.3202581    0.1291218      0.000   124.094    EM
278.906
5 -0.13685891D+04   29.7087731    0.0212464      0.000   124.005    FS
278.995
6 -0.12709356D+04   97.6535332    0.0713534      0.000   124.234    FS
278.766
7 -0.11880982D+04   82.8373836    0.0651783      0.000   124.874    FS
278.126
8 -0.11322770D+04   55.8211433    0.0469836      0.000   127.064    FS
275.936
9 -0.10981298D+04   34.1472880    0.0301581      0.000   133.903    FS
269.097
10 -0.10799601D+04   18.1696649    0.0165460      0.000   151.365    FS
251.635
11 -0.10735519D+04    6.4082227    0.0059338      0.000   180.656    FS
222.344
12 -0.10723247D+04    1.2271887    0.0011431      0.000   203.556    FS
199.444
13 -0.10722079D+04    0.1167420    0.0001089      0.000   209.612    FS
193.388

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 437

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15201258D+04    0.0000000    0.0000000    126.329     0.329    EM
276.342
2 -0.15072276D+04   12.8981887    0.0084849    126.698     0.000    FS
276.302
3 -0.12302229D+04  277.0046644    0.1837842    128.726     0.000    EM
274.274
4 -0.11895584D+04   40.6644574    0.0330545    129.202     0.000    EM
273.798
5 -0.11529501D+04   36.6083863    0.0307748    130.447     0.000    EM
272.553
6 -0.11240460D+04   28.9040861    0.0250697    132.583     0.000    EM
270.417
7 -0.11042879D+04   19.7580862    0.0175776    135.517     0.000    EM
267.483
8 -0.10921669D+04   12.1209722    0.0109763    139.000     0.000    EM
264.000
9 -0.10851350D+04    7.0319441    0.0064385    142.732     0.000    EM
260.268
10 -0.10810686D+04    4.0663465    0.0037473    146.471     0.000    EM
256.529
11 -0.10786301D+04    2.4384739    0.0022556    150.070     0.000    EM
252.930
12 -0.10770833D+04    1.5468838    0.0014341    153.454     0.000    EM
249.546
13 -0.10760425D+04    1.0407294    0.0009662    156.600     0.000    EM
246.400
14 -0.10753052D+04    0.7373091    0.0006852    159.509     0.000    EM
243.491

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 438

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14683841D+04    0.0000000    0.0000000     40.164    88.896    EM
273.940
2 -0.11925772D+04  275.8069207    0.1878302     59.805    66.025    EM
277.170
3 -0.11901554D+04    2.4217610    0.0020307    106.241    19.335    FS
277.424
4 -0.11129380D+04   77.2173969    0.0648801    104.713    25.646    EM
272.641
5 -0.10924834D+04   20.4546043    0.0183789    105.914    29.835    EM
267.251
6 -0.10844845D+04    7.9989484    0.0073218    107.984    32.973    EM
262.043
7 -0.10805034D+04    3.9811078    0.0036710    110.210    35.482    EM
257.308
8 -0.10781877D+04    2.3156960    0.0021432    112.348    37.575    EM
253.078
9 -0.10766867D+04    1.5009600    0.0013921    114.315    39.378    EM
249.307
10 -0.10756296D+04    1.0571007    0.0009818    116.092    40.975    EM
245.933
11 -0.10748293D+04    0.8002885    0.0007440    117.680    42.423    EM
242.897

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 439

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.21643646D+04    0.0000000    0.0000000     41.621    96.274    EM
265.105
2 -0.18213098D+04  343.0548178    0.1585014     42.564    93.351    FS
267.085
3 -0.15477291D+04  273.5806961    0.1502110     46.471    90.972    FS
265.557
4 -0.14533297D+04   94.3993444    0.0609922     32.814   105.408    FS
264.779
5 -0.13926207D+04   60.7090014    0.0417724     45.423   117.111    FS
240.467
6 -0.13459947D+04   46.6259813    0.0334807     18.240   131.883    FS
252.877
7 -0.13076259D+04   38.3688244    0.0285059     14.636   149.594    FS
238.771
8 -0.12764199D+04   31.2059916    0.0238646     12.486   157.581    FS
232.933
9 -0.12469490D+04   29.4709719    0.0230888     20.746   151.078    FS
231.177
10 -0.12174928D+04   29.4561994    0.0236226     14.593   151.183    FS
237.224
11 -0.11908244D+04   26.6683627    0.0219043     11.234   154.999    FS
236.767
12 -0.11660497D+04   24.7746590    0.0208046     11.013   155.903    FS
236.083
13 -0.11428084D+04   23.2413764    0.0199317      9.533   158.095    FS
235.372
14 -0.11229207D+04   19.8876112    0.0174024      8.321   161.489    FS
233.190
15 -0.11065890D+04   16.3317228    0.0145440      7.984   164.809    FS
230.207
16 -0.10928993D+04   13.6897710    0.0123711      6.349   170.300    FS
226.351
17 -0.10842691D+04    8.6302016    0.0078966      8.100   171.276    FS
223.624
18 -0.10786465D+04    5.6225782    0.0051856      3.032   169.186    FS
230.782
19 -0.10736954D+04    4.9510665    0.0045901      3.991   170.776    EM
228.233
20 -0.10722007D+04    1.4947307    0.0013921      4.781   171.981    EM
226.238

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 440

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15567003D+04    0.0000000    0.0000000    328.485    70.864    EM
3.651
2 -0.11418753D+04  414.8249354    0.2664771    288.656   111.276    EM
3.068
3 -0.10933412D+04   48.5341095    0.0425039    270.019   130.030    EM
2.952
4 -0.10821271D+04   11.2141421    0.0102568    260.224   139.833    EM
2.943
5 -0.10778069D+04    4.3202262    0.0039923    254.434   145.603    EM
2.963
6 -0.10757399D+04    2.0669389    0.0019177    250.653   149.359    EM
2.988
7 -0.10746264D+04    1.1135573    0.0010352    248.002   151.984    EM
3.014
8 -0.10739691D+04    0.6572907    0.0006116    246.060   153.904    EM
3.036

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 441

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17533787D+04    0.0000000    0.0000000    115.453     9.625    EM
277.922
2 -0.15529149D+04  200.4638020    0.1143300    106.057    19.819    FS
277.124
3 -0.14478419D+04  105.0730217    0.0676618     80.167    46.138    FS
276.695
4 -0.13362956D+04  111.5463228    0.0770432     47.115    82.279    FS
273.606
5 -0.11846494D+04  151.6462232    0.1134825      0.000   383.088    FS
19.912
6 -0.11635699D+04   21.0794836    0.0177939      0.000   376.940    EM
26.060
7 -0.10981431D+04   65.4268023    0.0562294      0.000   371.383    EM
31.617
8 -0.10822881D+04   15.8549615    0.0144380      0.000   366.873    EM
36.127
9 -0.10785155D+04    3.7726101    0.0034858      0.000   363.314    EM
39.686
10 -0.10769132D+04    1.6022877    0.0014856      0.000   360.498    EM
42.502
11 -0.10759980D+04    0.9152595    0.0008499      0.001   358.229    EM
44.770

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 442

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14294107D+04    0.0000000    0.0000000      2.657   131.418    EM
268.924
2 -0.12814286D+04  147.9820677    0.1035266      0.189   126.004    EM
276.807
3 -0.11398881D+04  141.5405176    0.1104552      0.099   128.864    EM
274.038
4 -0.11009832D+04   38.9049531    0.0341305      0.230   132.924    EM
269.846
5 -0.10875171D+04   13.4660999    0.0122310      0.681   137.132    EM
265.187
6 -0.10810719D+04    6.4451681    0.0059265      1.009   141.265    EM
260.727
7 -0.10777663D+04    3.3056209    0.0030577      1.158   145.188    EM
256.654
8 -0.10758352D+04    1.9310312    0.0017917      1.285   148.773    EM
252.942
9 -0.10745854D+04    1.2498538    0.0011618      1.407   152.014    EM
249.579
10 -0.10737245D+04    0.8609082    0.0008012      1.511   154.954    EM
246.536

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 443

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13430613D+04    0.0000000    0.0000000    178.951     6.448    EM
217.601
2 -0.12073999D+04  135.6613830    0.1010091    174.556     3.585    EM
224.859
3 -0.11263763D+04   81.0236225    0.0671059    170.444     2.323    EM
230.233
4 -0.10902115D+04   36.1647691    0.0321072    167.860     1.761    EM
233.379
5 -0.10802128D+04    9.9986766    0.0091713    166.807     1.555    EM
234.638
6 -0.10771114D+04    3.1014493    0.0028711    166.778     1.543    EM
234.679
7 -0.10753124D+04    1.7989754    0.0016702    167.303     1.676    EM
234.021
8 -0.10740719D+04    1.2405167    0.0011536    168.081     1.954    EM
232.965
9 -0.10730149D+04    1.0570222    0.0009841    168.966     2.345    EM
231.689
10 -0.10718635D+04    1.1513143    0.0010730    169.927     2.777    EM
230.296
11 -0.10705589D+04    1.3046173    0.0012171    170.895     3.261    EM
228.844
12 -0.10694682D+04    1.0906908    0.0010188    171.865     3.763    EM
227.371
13 -0.10688025D+04    0.6657114    0.0006225    172.891     4.211    EM
225.898

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 444

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14953579D+04    0.0000000    0.0000000     65.460   297.748    EM
39.792
2 -0.13298359D+04  165.5220367    0.1106906      9.170   136.711    FS
257.119
3 -0.10915691D+04  238.2667639    0.1791700      9.683   135.626    EM
257.691
4 -0.10814993D+04   10.0698699    0.0092251     10.998   136.546    EM
255.456
5 -0.10782377D+04    3.2615189    0.0030157     12.476   137.966    EM
252.558
6 -0.10762968D+04    1.9409726    0.0018001     13.994   139.401    EM
249.605
7 -0.10750330D+04    1.2638213    0.0011742     15.492   140.712    EM
246.795
8 -0.10741691D+04    0.8638467    0.0008036     16.937   141.867    EM
244.196

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 445

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14612313D+04    0.0000000    0.0000000     42.967   126.436    EM
233.597
2 -0.12644987D+04  196.7326040    0.1346348      9.327   128.807    FS
264.866
3 -0.11819558D+04   82.5429105    0.0652772      4.614   130.259    EM
268.126
4 -0.11470604D+04   34.8953798    0.0295234      3.080   131.540    EM
268.380
5 -0.11224772D+04   24.5831993    0.0214315      2.611   132.998    EM
267.391
6 -0.11039727D+04   18.5045086    0.0164854      2.583   134.985    EM
265.432
7 -0.10912544D+04   12.7183565    0.0115205      2.796   137.464    EM
262.740
8 -0.10831300D+04    8.1244095    0.0074450      3.188   140.222    EM
259.590
9 -0.10780880D+04    5.0419449    0.0046550      3.690   143.072    EM
256.237
10 -0.10749500D+04    3.1380523    0.0029108      4.219   145.908    EM
252.873
11 -0.10729441D+04    2.0058333    0.0018660      4.732   148.655    EM
249.613
12 -0.10716020D+04    1.3421707    0.0012509      5.215   151.267    EM
246.518
13 -0.10706584D+04    0.9436125    0.0008806      5.667   153.721    EM
243.613

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 446

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15422011D+04    0.0000000    0.0000000     63.525    80.372    EM
259.103
2 -0.12432580D+04  298.9430702    0.1938418     53.682    83.592    FS
265.726
3 -0.10987051D+04  144.5529663    0.1162695     34.956   104.365    EM
263.679
4 -0.10839215D+04   14.7835823    0.0134555     26.932   115.918    EM
260.150
5 -0.10786973D+04    5.2242266    0.0048197     23.541   121.803    EM
257.656
6 -0.10763254D+04    2.3718371    0.0021988     22.200   124.885    EM
255.915
7 -0.10748970D+04    1.4284657    0.0013272     21.781   126.706    EM
254.513
8 -0.10739389D+04    0.9580083    0.0008913     21.779   128.016    EM
253.205

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 447

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12043926D+04    0.0000000    0.0000000    388.648     8.370    EM
5.982
2 -0.10992570D+04  105.1356668    0.0872935    387.477     9.021    EM
6.502
3 -0.10931440D+04    6.1129711    0.0055610    386.107     9.796    EM
7.097
4 -0.10895278D+04    3.6161777    0.0033081    384.619    10.636    EM
7.744
5 -0.10865344D+04    2.9934156    0.0027474    383.068    11.512    EM
8.420
6 -0.10840329D+04    2.5015468    0.0023023    381.503    12.396    EM
9.101
7 -0.10819615D+04    2.0713879    0.0019108    379.964    13.266    EM
9.770
8 -0.10802700D+04    1.6914250    0.0015633    378.481    14.104    EM
10.415
9 -0.10789096D+04    1.3604256    0.0012593    377.073    14.900    EM
11.026
10 -0.10778314D+04    1.0782694    0.0009994    375.753    15.647    EM
11.600
11 -0.10769882D+04    0.8431511    0.0007823    374.526    16.341    EM
12.132

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 448

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16035217D+04    0.0000000    0.0000000      0.402   130.533    EM
272.065
2 -0.15814405D+04   22.0811734    0.0137704      0.000   131.084    FS
271.916
3 -0.12121904D+04  369.2500953    0.2334897      0.000   130.437    EM
272.563
4 -0.11762887D+04   35.9017370    0.0296172      0.000   130.602    EM
272.398
5 -0.11442083D+04   32.0803587    0.0272725      0.000   131.748    EM
271.252
6 -0.11188903D+04   25.3180653    0.0221271      0.000   133.819    EM
269.181
7 -0.11014550D+04   17.4352897    0.0155827      0.000   136.677    EM
266.323
8 -0.10906370D+04   10.8179534    0.0098215      0.000   140.064    EM
262.936
9 -0.10842819D+04    6.3551910    0.0058270      0.000   143.692    EM
259.308
10 -0.10805624D+04    3.7194217    0.0034303      0.000   147.330    EM
255.670
11 -0.10783083D+04    2.2540992    0.0020860      0.000   150.836    EM
252.164
12 -0.10768657D+04    1.4426217    0.0013379      0.000   154.140    EM
248.860
13 -0.10758880D+04    0.9776885    0.0009079      0.000   157.217    EM
245.783

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 449

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16620808D+04    0.0000000    0.0000000     60.208   300.584    EM
42.208
2 -0.12780837D+04  383.9970248    0.2310339     46.123   261.101    EM
95.776
3 -0.11776163D+04  100.4674251    0.0786079     40.413   163.094    FS
199.493
4 -0.11361234D+04   41.4929123    0.0352347     39.915   166.051    EM
197.034
5 -0.11175512D+04   18.5721981    0.0163470     40.359   163.419    EM
199.221
6 -0.11038266D+04   13.7246484    0.0122810     40.878   160.377    EM
201.745
7 -0.10936215D+04   10.2050494    0.0092452     41.222   158.471    EM
203.307
8 -0.10863555D+04    7.2659542    0.0066439     41.402   157.786    EM
203.812
9 -0.10814571D+04    4.8984049    0.0045090     41.468   158.034    EM
203.498
10 -0.10783460D+04    3.1110924    0.0028768     41.423   158.961    EM
202.615
11 -0.10764433D+04    1.9027237    0.0017645     41.290   160.340    EM
201.370
12 -0.10752762D+04    1.1671122    0.0010842     41.105   161.967    EM
199.928
13 -0.10745369D+04    0.7392994    0.0006875     40.899   163.697    EM
198.404

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 450

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16156755D+04    0.0000000    0.0000000    116.162    23.046    EM
263.792
2 -0.11301648D+04  485.5107785    0.3005002    121.354    34.362    EM
247.284
3 -0.11079489D+04   22.2158997    0.0196572    113.788    44.625    EM
244.588
4 -0.10936381D+04   14.3107492    0.0129164    104.757    54.119    EM
244.124
5 -0.10841015D+04    9.5365720    0.0087200     97.265    62.316    EM
243.419
6 -0.10783777D+04    5.7237942    0.0052798     91.820    68.928    EM
242.252
7 -0.10752274D+04    3.1503438    0.0029214     88.142    74.036    EM
240.821
8 -0.10735671D+04    1.6603466    0.0015442     85.763    77.925    EM
239.313
9 -0.10726865D+04    0.8805639    0.0008202     84.263    80.906    EM
237.830

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 451

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13674427D+04    0.0000000    0.0000000      0.723   136.381    EM
265.896
2 -0.12628578D+04  104.5849529    0.0764821      2.098   135.927    FS
264.975
3 -0.11153593D+04  147.4985162    0.1167974      2.555   133.906    EM
266.538
4 -0.10879529D+04   27.4063805    0.0245718      3.020   137.606    EM
262.374
5 -0.10807769D+04    7.1759704    0.0065958      3.484   141.763    EM
257.753
6 -0.10782001D+04    2.5767943    0.0023842      3.933   145.709    EM
253.357
7 -0.10766903D+04    1.5098545    0.0014003      4.364   149.225    EM
249.411
8 -0.10756894D+04    1.0008150    0.0009295      4.779   152.311    EM
245.910
9 -0.10749847D+04    0.7047365    0.0006551      5.178   155.028    EM
242.794

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 452

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13226268D+04    0.0000000    0.0000000     17.440   122.296    EM
263.264
2 -0.12637784D+04   58.8484504    0.0444936      0.113   130.561    FS
272.326
3 -0.12469378D+04   16.8406068    0.0133256      0.000   128.422    FS
274.578
4 -0.11926175D+04   54.3202584    0.0435629      0.000   127.184    FS
275.816
5 -0.11243143D+04   68.3032535    0.0572717      0.000   133.471    FS
269.529
6 -0.10879331D+04   36.3811754    0.0323585      0.000   149.870    FS
253.130
7 -0.10749102D+04   13.0228712    0.0119703      0.000   178.191    FS
224.809
8 -0.10724281D+04    2.4820869    0.0023091      0.000   201.742    FS
201.258
9 -0.10722137D+04    0.2144101    0.0001999      0.000   209.302    FS
193.698

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 453

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.20609392D+04    0.0000000    0.0000000     11.461   122.913    EM
268.626
2 -0.16210438D+04  439.8953923    0.2134441      0.013   126.956    FS
276.032
3 -0.12582709D+04  362.7728557    0.2237897      0.000   125.949    FS
277.051
4 -0.11385187D+04  119.7522580    0.0951721      0.000   127.011    FS
275.989
5 -0.11055490D+04   32.9696130    0.0289583      0.000   133.049    FS
269.951
6 -0.10824760D+04   23.0730787    0.0208702      0.000   149.713    FS
253.287
7 -0.10742278D+04    8.2481879    0.0076197      0.000   178.455    FS
224.545
8 -0.10724062D+04    1.8215821    0.0016957      0.000   202.116    FS
200.884
9 -0.10722145D+04    0.1917072    0.0001788      0.000   209.208    FS
193.792

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 454

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12209003D+04    0.0000000    0.0000000    331.359    46.065    EM
25.576
2 -0.10910117D+04  129.8885806    0.1063875    322.841    50.792    EM
29.367
3 -0.10833447D+04    7.6670344    0.0070275    317.447    53.834    EM
31.719
4 -0.10809934D+04    2.3512600    0.0021704    312.738    57.106    EM
33.156
5 -0.10805000D+04    0.4934054    0.0004564    310.630    58.180    EM
34.190

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 455

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13350767D+04    0.0000000    0.0000000    139.986    46.478    EM
216.536
2 -0.13204562D+04   14.6204892    0.0109510     83.528    47.333    FS
272.139
3 -0.12740138D+04   46.4423483    0.0351714    128.290     6.712    FS
267.998
4 -0.12031783D+04   70.8355513    0.0556003    147.566     0.000    FS
255.434
5 -0.11355377D+04   67.6405918    0.0562183    164.208     0.000    FS
238.792
6 -0.10946449D+04   40.8927397    0.0360118    188.207     0.000    FS
214.793
7 -0.10761331D+04   18.5118196    0.0169113    199.957     0.000    FS
203.043
8 -0.10724546D+04    3.6785431    0.0034183    203.412     0.000    FS
199.588
9 -0.10722159D+04    0.2387119    0.0002226    209.023     0.000    FS
193.977

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 456

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14850890D+04    0.0000000    0.0000000     21.259   111.058    EM
270.683
2 -0.13268732D+04  158.2157779    0.1065362     28.510   105.052    FS
269.439
3 -0.11625617D+04  164.3115003    0.1238336     42.825    87.218    EM
272.957
4 -0.11195771D+04   42.9845913    0.0369740     61.701    71.860    EM
269.439
5 -0.10940090D+04   25.5680910    0.0228373     78.157    60.137    EM
264.706
6 -0.10813228D+04   12.6861544    0.0115960     90.070    52.706    EM
260.223
7 -0.10759454D+04    5.3774474    0.0049730     97.733    48.635    EM
256.632
8 -0.10738113D+04    2.1341341    0.0019835    102.355    46.634    EM
254.011
9 -0.10729543D+04    0.8569313    0.0007980    105.056    45.791    EM
252.154

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 457

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12032937D+04    0.0000000    0.0000000    164.224    12.857    EM
225.919
2 -0.10841509D+04  119.1427689    0.0990139    176.086     2.353    FS
224.561
3 -0.10733073D+04   10.8436026    0.0100019    178.465     1.722    EM
222.812
4 -0.10714983D+04    1.8090367    0.0016855    179.713     1.636    EM
221.651
5 -0.10710078D+04    0.4904737    0.0004577    180.710     1.676    EM
220.614

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 458

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12872084D+04    0.0000000    0.0000000     49.902   157.720    EM
195.378
2 -0.11079663D+04  179.2421390    0.1392487     45.115   146.260    EM
211.625
3 -0.10777480D+04   30.2183110    0.0272737     44.399   141.901    EM
216.700
4 -0.10721928D+04    5.5551507    0.0051544     44.716   140.195    EM
218.088
5 -0.10717213D+04    0.4715508    0.0004398     45.242   139.526    EM
218.231

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 459

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.28091120D+04    0.0000000    0.0000000      4.268   135.236    EM
263.496
2 -0.24404040D+04  368.7080107    0.1312543      4.358   135.421    FS
263.222
3 -0.21031587D+04  337.2453522    0.1381924      4.224   136.036    FS
262.740
4 -0.18515671D+04  251.5915855    0.1196256      4.125   142.447    FS
256.428
5 -0.17830338D+04   68.5332664    0.0370137      0.361   148.659    FS
253.980
6 -0.11337056D+04  649.3282545    0.3641705      0.212   154.908    EM
247.880
7 -0.11131350D+04   20.5705650    0.0181445      0.256   153.756    EM
248.989
8 -0.11002771D+04   12.8579471    0.0115511      0.428   152.287    EM
250.285
9 -0.10914635D+04    8.8135825    0.0080103      0.156   152.354    EM
250.490
10 -0.10847967D+04    6.6667726    0.0061081      0.058   153.280    EM
249.662
11 -0.10805480D+04    4.2487090    0.0039166      0.021   154.828    EM
248.150
12 -0.10779585D+04    2.5894602    0.0023964      0.045   156.840    EM
246.114
13 -0.10764399D+04    1.5186174    0.0014088      0.015   159.100    EM
243.885
14 -0.10753915D+04    1.0484411    0.0009740      0.039   161.370    EM
241.591
15 -0.10745054D+04    0.8860366    0.0008239      0.263   163.389    EM
239.347

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 460

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.18001844D+04    0.0000000    0.0000000      0.714   189.029    EM
213.257
2 -0.17335046D+04   66.6797592    0.0370405      0.007   189.803    FS
213.190
3 -0.15661833D+04  167.3212741    0.0965220      0.000   175.093    FS
227.907
4 -0.14468121D+04  119.3712419    0.0762179      0.000   161.974    FS
241.026
5 -0.13421558D+04  104.6563036    0.0723358      0.000   192.623    FS
210.377
6 -0.12739627D+04   68.1930816    0.0508086      0.000   252.310    FS
150.690
7 -0.12102946D+04   63.6680697    0.0499764      0.000   282.672    FS
120.328
8 -0.11561575D+04   54.1370849    0.0447305      0.000   262.262    FS
140.738
9 -0.11144881D+04   41.6694326    0.0360413      0.000   225.287    FS
177.713
10 -0.10862558D+04   28.2323541    0.0253321      0.000   206.193    FS
196.807
11 -0.10743334D+04   11.9223970    0.0109757      0.000   199.835    FS
203.165
12 -0.10722987D+04    2.0346881    0.0018939      0.000   204.780    FS
198.220
13 -0.10722013D+04    0.0973422    0.0000908      0.000   210.412    FS
192.588

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 461

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15172056D+04    0.0000000    0.0000000     77.668    59.803    EM
265.529
2 -0.13196400D+04  197.5656093    0.1302168     65.781    77.509    FS
259.710
3 -0.11937016D+04  125.9384241    0.0954339     27.686   123.432    FS
251.882
4 -0.11718702D+04   21.8313872    0.0182888      0.000   157.762    FS
245.238
5 -0.11137039D+04   58.1663031    0.0496354      0.000   180.574    FS
222.426
6 -0.10887874D+04   24.9165285    0.0223727      0.000   192.889    FS
210.111
7 -0.10792656D+04    9.5217567    0.0087453      0.000   188.079    FS
214.921
8 -0.10749947D+04    4.2709424    0.0039573      0.000   194.379    FS
208.621
9 -0.10729645D+04    2.0301328    0.0018885      0.000   203.141    FS
199.859
10 -0.10723231D+04    0.6413951    0.0005978      0.000   210.178    FS
192.822

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 462

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13321988D+04    0.0000000    0.0000000      0.027   142.952    EM
260.021
2 -0.13085336D+04   23.6652161    0.0177640      0.000   143.230    FS
259.770
3 -0.11875606D+04  120.9730124    0.0924493      0.000   137.894    EM
265.106
4 -0.11530574D+04   34.5031606    0.0290538      0.000   136.309    EM
266.691
5 -0.11292337D+04   23.8237499    0.0206614      0.000   136.468    EM
266.532
6 -0.11105005D+04   18.7331810    0.0165893      0.000   137.811    EM
265.189
7 -0.10970728D+04   13.4276666    0.0120915      0.000   140.058    EM
262.942
8 -0.10883304D+04    8.7424349    0.0079689      0.000   142.917    EM
260.083
9 -0.10829758D+04    5.3545535    0.0049200      0.000   146.101    EM
256.899
10 -0.10797495D+04    3.2262766    0.0029791      0.000   149.379    EM
253.621
11 -0.10777609D+04    1.9886934    0.0018418      0.000   152.599    EM
250.401
12 -0.10764764D+04    1.2844374    0.0011918      0.000   155.676    EM
247.324
13 -0.10756009D+04    0.8755638    0.0008134      0.000   158.572    EM
244.428

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 463

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14900896D+04    0.0000000    0.0000000     76.081    52.195    EM
274.725
2 -0.12048384D+04  285.2512124    0.1914323     29.017    97.323    EM
276.659
3 -0.11293060D+04   75.5324216    0.0626909      0.321   127.358    FS
275.322
4 -0.10941947D+04   35.1112876    0.0310910      0.329   134.282    EM
268.390
5 -0.10852398D+04    8.9548897    0.0081840      0.349   139.719    EM
262.932
6 -0.10807084D+04    4.5314602    0.0041755      0.379   144.714    EM
257.907
7 -0.10782440D+04    2.4643476    0.0022803      0.419   149.144    EM
253.437
8 -0.10767492D+04    1.4947810    0.0013863      0.470   153.031    EM
249.499
9 -0.10757584D+04    0.9907922    0.0009202      0.533   156.450    EM
246.017

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 464

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.18010270D+04    0.0000000    0.0000000    113.178    30.082    EM
259.741
2 -0.15200319D+04  280.9951378    0.1560194    115.200    21.286    EM
266.514
3 -0.13515542D+04  168.4777131    0.1108383    122.120    16.058    EM
264.822
4 -0.12217043D+04  129.8498955    0.0960745    128.204    13.256    EM
261.540
5 -0.11337766D+04   87.9276488    0.0719713    132.684    11.947    EM
258.369
6 -0.10899693D+04   43.8073005    0.0386384    135.976    11.502    EM
255.522
7 -0.10774081D+04   12.5611971    0.0115244    138.851    11.515    EM
252.634
8 -0.10753543D+04    2.0538143    0.0019063    141.650    11.681    EM
249.670
9 -0.10746205D+04    0.7338536    0.0006824    144.322    11.840    EM
246.838

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 465

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.21229954D+04    0.0000000    0.0000000    121.754     6.557    EM
274.689
2 -0.17581658D+04  364.8296489    0.1718467    120.988     7.326    FS
274.687
3 -0.14579652D+04  300.2005624    0.1707465    113.939    14.393    FS
274.668
4 -0.14140813D+04   43.8838878    0.0300994     16.394   113.171    FS
273.436
5 -0.11095963D+04  304.4850354    0.2153236     27.037   112.396    EM
263.567
6 -0.10902281D+04   19.3681949    0.0174552     37.741   106.130    EM
259.129
7 -0.10807828D+04    9.4452447    0.0086635     46.899   101.407    EM
254.693
8 -0.10763400D+04    4.4428211    0.0041107     54.169    98.102    EM
250.729
9 -0.10742357D+04    2.1042947    0.0019550     59.769    95.813    EM
247.418
10 -0.10731963D+04    1.0394449    0.0009676     64.043    94.215    EM
244.741
11 -0.10726556D+04    0.5407173    0.0005038     67.303    93.086    EM
242.611

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 466

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12576814D+04    0.0000000    0.0000000    151.901    18.755    EM
232.344
2 -0.12458969D+04   11.7844685    0.0093700    156.685     4.040    FS
242.275
3 -0.11713847D+04   74.5121997    0.0598061    188.665     0.000    FS
214.335
4 -0.10882755D+04   83.1092202    0.0709496    200.778     0.000    EM
202.222
5 -0.10774857D+04   10.7898262    0.0099146    204.487     0.000    EM
198.513
6 -0.10745793D+04    2.9063715    0.0026974    206.293     0.000    EM
196.707
7 -0.10733528D+04    1.2265173    0.0011414    207.438     0.000    EM
195.562
8 -0.10727810D+04    0.5717686    0.0005327    208.259     0.000    EM
194.741

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 467

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14457704D+04    0.0000000    0.0000000     60.453    69.279    EM
273.269
2 -0.12403710D+04  205.3994249    0.1420692     66.312    63.860    FS
272.829
3 -0.11074079D+04  132.9631150    0.1071962     79.114    59.194    EM
264.692
4 -0.10921482D+04   15.2597263    0.0137797     88.280    52.802    EM
261.918
5 -0.10835254D+04    8.6227779    0.0078952     95.840    47.907    EM
259.252
6 -0.10787528D+04    4.7725518    0.0044047    101.944    44.587    EM
256.470
7 -0.10761201D+04    2.6327143    0.0024405    106.770    42.449    EM
253.782
8 -0.10746220D+04    1.4981297    0.0013922    110.568    41.128    EM
251.305
9 -0.10737264D+04    0.8956147    0.0008334    113.582    40.355    EM
249.063

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 468

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.20353942D+04    0.0000000    0.0000000     11.191   194.934    EM
196.875
2 -0.16241145D+04  411.2796944    0.2020639    401.789     0.460    FS
0.751
3 -0.13474590D+04  276.6554523    0.1703423    400.744     0.346    EM
1.910
4 -0.13156533D+04   31.8057494    0.0236042    398.216     0.297    EM
4.487
5 -0.12866100D+04   29.0432821    0.0220752    393.023     0.276    EM
9.700
6 -0.12585252D+04   28.0847607    0.0218285    383.448     0.272    EM
19.280
7 -0.12302188D+04   28.3064735    0.0224918    367.752     0.276    EM
34.972
8 -0.12007522D+04   29.4666137    0.0239523    345.557     0.287    EM
57.156
9 -0.11728243D+04   27.9278413    0.0232586    318.966     0.303    EM
83.731
10 -0.11498049D+04   23.0194452    0.0196274    291.520     0.327    EM
111.153
11 -0.11301826D+04   19.6222742    0.0170657    266.714     0.360    EM
135.926
12 -0.11140167D+04   16.1658806    0.0143038    246.555     0.401    EM
156.044
13 -0.11017441D+04   12.2725713    0.0110165    231.313     0.453    EM
171.234
14 -0.10927051D+04    9.0390785    0.0082043    220.260     0.515    EM
182.225
15 -0.10860948D+04    6.6103111    0.0060495    212.398     0.587    EM
190.015
16 -0.10813386D+04    4.7561927    0.0043792    206.853     0.670    EM
195.477
17 -0.10780170D+04    3.3215462    0.0030717    202.968     0.766    EM
199.266
18 -0.10757788D+04    2.2381724    0.0020762    200.269     0.880    EM
201.851
19 -0.10743180D+04    1.4608829    0.0013580    198.412     1.021    EM
203.567
20 -0.10733769D+04    0.9410823    0.0008760    197.133     1.207    EM
204.660

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 469

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14885513D+04    0.0000000    0.0000000     82.607    73.901    EM
246.491
2 -0.14180238D+04   70.5275670    0.0473800     96.378    39.944    FS
266.678
3 -0.13385079D+04   79.5159089    0.0560752    118.227    37.814    FS
246.960
4 -0.12423143D+04   96.1935662    0.0718663    155.742    41.127    FS
206.131
5 -0.11732623D+04   69.0519601    0.0555833    218.319    44.548    FS
140.133
6 -0.11207671D+04   52.4952024    0.0447429    264.245    48.193    FS
90.562
7 -0.10893048D+04   31.4623218    0.0280721    203.040    44.481    FS
155.479
8 -0.10734554D+04   15.8493739    0.0145500    173.082    33.413    FS
196.505
9 -0.10702565D+04    3.1989826    0.0029801    193.626    19.499    FS
189.876
10 -0.10696764D+04    0.5800101    0.0005419    200.060    14.510    FS
188.430

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 470

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12663657D+04    0.0000000    0.0000000     53.741   117.509    EM
231.749
2 -0.11360253D+04  130.3403869    0.1029248     43.771   111.298    EM
247.931
3 -0.11094350D+04   26.5902824    0.0234064     36.822   113.088    EM
253.090
4 -0.10965398D+04   12.8951941    0.0116232     32.126   116.647    EM
254.227
5 -0.10876115D+04    8.9283445    0.0081423     28.939   120.462    EM
253.599
6 -0.10816974D+04    5.9140843    0.0054377     26.865   124.118    EM
252.016
7 -0.10779834D+04    3.7140413    0.0034335     25.608   127.475    EM
249.917
8 -0.10757204D+04    2.2629360    0.0020992     24.921   130.498    EM
247.581
9 -0.10743330D+04    1.3874590    0.0012898     24.609   133.210    EM
245.181
10 -0.10734445D+04    0.8884419    0.0008270     24.531   135.651    EM
242.818

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 471

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15804422D+04    0.0000000    0.0000000     36.528   130.170    EM
236.302
2 -0.11065489D+04  473.8933542    0.2998486     36.009   112.634    EM
254.358
3 -0.10927524D+04   13.7964914    0.0124680     37.945   108.716    EM
256.340
4 -0.10850818D+04    7.6705577    0.0070195     40.348   107.559    EM
255.093
5 -0.10801236D+04    4.9582055    0.0045694     42.785   107.277    EM
252.938
6 -0.10769641D+04    3.1595259    0.0029252     45.144   107.403    EM
250.453
7 -0.10749503D+04    2.0137808    0.0018699     47.367   107.752    EM
247.880
8 -0.10736494D+04    1.3008816    0.0012102     49.417   108.233    EM
245.350
9 -0.10727904D+04    0.8589747    0.0008001     51.278   108.794    EM
242.928

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 472

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12690319D+04    0.0000000    0.0000000    295.100   102.573    EM
5.328
2 -0.11630368D+04  105.9951384    0.0835244    260.816   134.130    EM
8.054
3 -0.11255111D+04   37.5256808    0.0322653    229.848   162.345    EM
10.806
4 -0.11084257D+04   17.0854115    0.0151801    204.684   185.113    EM
13.202
5 -0.10956260D+04   12.7996191    0.0115476    184.737   203.061    EM
15.202
6 -0.10846813D+04   10.9447227    0.0099895    170.458   215.790    EM
16.752
7 -0.10807578D+04    3.9235724    0.0036173    160.013   225.064    EM
17.923
8 -0.10760105D+04    4.7472122    0.0043925    152.723   231.410    EM
18.867
9 -0.10774501D+04   -1.4395236   -0.0013378    147.765   235.601    EM
19.634
10 -0.10731168D+04    4.3332424    0.0040218    143.367   239.273    EM
20.359
11 -0.10731263D+04   -0.0095088   -0.0000089    140.009   242.061    EM
20.930

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 473

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12358395D+04    0.0000000    0.0000000     79.614   305.225    EM
18.160
2 -0.10946575D+04  141.1819108    0.1142397     76.287   306.205    EM
20.509
3 -0.10874193D+04    7.2382150    0.0066123     70.424   309.660    EM
22.916
4 -0.10838359D+04    3.5833804    0.0032953     65.692   312.231    EM
25.077
5 -0.10833085D+04    0.5274876    0.0004867     62.357   313.613    EM
27.030

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 474

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.22502927D+04    0.0000000    0.0000000     23.302   108.228    EM
271.470
2 -0.19032198D+04  347.0729229    0.1542346     24.489   108.558    FS
269.952
3 -0.16364740D+04  266.7458277    0.1401550     34.431    99.825    FS
268.744
4 -0.14232246D+04  213.2494369    0.1303103     14.477   121.876    FS
266.647
5 -0.13665770D+04   56.6475164    0.0398022      0.781   149.566    FS
252.653
6 -0.12986012D+04   67.9758081    0.0497417      0.000   200.738    FS
202.262
7 -0.12536133D+04   44.9878878    0.0346433      0.000   297.046    FS
105.954
8 -0.12130390D+04   40.5743166    0.0323659      0.000   367.637    FS
35.363
9 -0.11739574D+04   39.0816345    0.0322180      0.000   319.832    FS
83.168
10 -0.11451798D+04   28.7776279    0.0245133      0.000   262.924    FS
140.076
11 -0.11202174D+04   24.9623212    0.0217977      0.000   234.087    FS
168.913
12 -0.11007581D+04   19.4593464    0.0173710      0.000   216.154    FS
186.846
13 -0.10869781D+04   13.7799913    0.0125186      0.000   207.085    FS
195.915
14 -0.10785702D+04    8.4078825    0.0077351      0.000   204.412    FS
198.588
15 -0.10743258D+04    4.2444509    0.0039353      0.000   206.380    FS
196.620
16 -0.10726878D+04    1.6380027    0.0015247      0.000   210.368    FS
192.632
17 -0.10722721D+04    0.4156832    0.0003875      0.000   212.633    FS
190.367

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 475

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14879164D+04    0.0000000    0.0000000      0.382   150.488    EM
252.130
2 -0.14785573D+04    9.3590634    0.0062900      0.000   149.426    FS
253.574
3 -0.11128488D+04  365.7084530    0.2473414      0.000   159.233    EM
243.767
4 -0.10986245D+04   14.2243364    0.0127819      0.000   159.669    EM
243.331
5 -0.10898965D+04    8.7279897    0.0079445      0.000   158.972    EM
244.028
6 -0.10838940D+04    6.0024991    0.0055074      0.000   158.912    EM
244.088
7 -0.10799699D+04    3.9241248    0.0036204      0.000   159.630    EM
243.370
8 -0.10775132D+04    2.4566464    0.0022747      0.000   160.923    EM
242.077
9 -0.10760041D+04    1.5091800    0.0014006      0.000   162.568    EM
240.432
10 -0.10750670D+04    0.9370189    0.0008708      0.000   164.396    EM
238.604

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 476

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.21352307D+04    0.0000000    0.0000000    124.295     0.519    EM
278.187
2 -0.15541866D+04  581.0441001    0.2721224    123.857     0.206    EM
278.937
3 -0.13888659D+04  165.3207142    0.1063712    123.784     0.466    EM
278.751
4 -0.12595262D+04  129.3396861    0.0931261    123.623     1.305    EM
278.071
5 -0.11736203D+04   85.9059110    0.0682049    123.382     3.282    EM
276.336
6 -0.11248369D+04   48.7833931    0.0415666    123.361     6.453    EM
273.186
7 -0.10998888D+04   24.9481535    0.0221794    123.847    10.222    EM
268.930
8 -0.10876199D+04   12.2688849    0.0111547    124.724    14.016    EM
264.261
9 -0.10814092D+04    6.2107090    0.0057104    125.721    17.560    EM
259.719
10 -0.10780365D+04    3.3726160    0.0031187    126.662    20.773    EM
255.565
11 -0.10760538D+04    1.9827747    0.0018392    127.480    23.647    EM
251.873
12 -0.10748047D+04    1.2490625    0.0011608    128.166    26.199    EM
248.635
13 -0.10739755D+04    0.8291740    0.0007715    128.738    28.451    EM
245.811

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 477

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.20053708D+04    0.0000000    0.0000000    133.828    23.926    EM
245.247
2 -0.18886459D+04  116.7248272    0.0582061    141.981     0.373    FS
260.646
3 -0.16798343D+04  208.8116488    0.1105616    136.133     0.697    EM
266.170
4 -0.14947265D+04  185.1078130    0.1101941    135.039     1.257    EM
266.704
5 -0.13329594D+04  161.7671193    0.1082252    136.148     1.955    EM
264.897
6 -0.12065958D+04  126.3635142    0.0947992    138.288     2.663    EM
262.049
7 -0.11249622D+04   81.6336759    0.0676562    140.632     3.333    EM
259.035
8 -0.10879266D+04   37.0355304    0.0329216    143.037     3.981    EM
255.982
9 -0.10784321D+04    9.4944942    0.0087271    145.688     4.618    EM
252.694
10 -0.10765553D+04    1.8768692    0.0017404    148.435     5.234    EM
249.331
11 -0.10755946D+04    0.9606693    0.0008924    151.030     5.822    EM
246.149

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 478

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.18617168D+04    0.0000000    0.0000000      0.003   128.701    EM
274.296
2 -0.16552487D+04  206.4680244    0.1109020      0.022   128.702    FS
274.275
3 -0.16259389D+04   29.3098164    0.0177072      0.000   128.739    FS
274.261
4 -0.11377562D+04  488.1827439    0.3002467      0.000   144.187    EM
258.813
5 -0.11175022D+04   20.2540074    0.0178017      0.000   145.533    EM
257.467
6 -0.11034152D+04   14.0869999    0.0126058      0.000   145.662    EM
257.338
7 -0.10930654D+04   10.3497591    0.0093798      0.000   146.575    EM
256.424
8 -0.10860292D+04    7.0362410    0.0064372      0.000   148.305    EM
254.694
9 -0.10815372D+04    4.4919563    0.0041361      0.000   150.583    EM
252.416
10 -0.10787580D+04    2.7792230    0.0025697      0.001   153.151    EM
249.848
11 -0.10770305D+04    1.7275302    0.0016014      0.001   155.819    EM
247.180
12 -0.10759176D+04    1.1128592    0.0010333      0.004   158.463    EM
244.533
13 -0.10751507D+04    0.7669154    0.0007128      0.023   161.001    EM
241.976

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 479

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13338313D+04    0.0000000    0.0000000     81.782    69.911    EM
251.307
2 -0.12813331D+04   52.4982149    0.0393590     97.212    40.132    FS
265.657
3 -0.12162260D+04   65.1071594    0.0508120    124.224     1.624    FS
277.152
4 -0.11319274D+04   84.2985467    0.0693116    131.317     0.000    FS
271.683
5 -0.10922619D+04   39.6655200    0.0350425    144.022     0.000    FS
258.978
6 -0.10765857D+04   15.6761782    0.0143520    168.717     0.000    FS
234.283
7 -0.10727428D+04    3.8428770    0.0035695    195.498     0.000    FS
207.502
8 -0.10722417D+04    0.5011449    0.0004672    207.706     0.000    FS
195.294

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 480

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12820813D+04    0.0000000    0.0000000     13.790   147.963    EM
241.246
2 -0.11919980D+04   90.0833387    0.0702634      0.062   188.514    FS
214.424
3 -0.10928982D+04   99.0998111    0.0831376      0.143   203.910    EM
198.947
4 -0.10797054D+04   13.1927652    0.0120714      0.640   207.290    EM
195.070
5 -0.10746212D+04    5.0841897    0.0047089      1.128   206.609    EM
195.263
6 -0.10723039D+04    2.3173808    0.0021565      1.219   205.219    EM
196.562
7 -0.10710473D+04    1.2565971    0.0011719      1.275   203.896    EM
197.830
8 -0.10702779D+04    0.7693526    0.0007183      1.353   202.854    EM
198.793

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 481

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.29226185D+04    0.0000000    0.0000000     35.069    88.009    EM
279.922
2 -0.25406387D+04  381.9798802    0.1306978     36.587    86.387    FS
280.027
3 -0.21847378D+04  355.9008241    0.1400832     37.744    85.162    FS
280.094
4 -0.18576147D+04  327.1230908    0.1497311     34.793    88.188    FS
280.019
5 -0.16733615D+04  184.2532661    0.0991881     42.550    80.593    FS
279.857
6 -0.13715474D+04  301.8140198    0.1803639      1.183   123.406    FS
278.411
7 -0.12886018D+04   82.9456152    0.0604759      0.000   125.740    FS
277.260
8 -0.11933911D+04   95.2107451    0.0738869      0.000   128.901    FS
274.099
9 -0.11250956D+04   68.2954988    0.0572281      0.000   137.387    FS
265.613
10 -0.10877887D+04   37.3068674    0.0331588      0.000   156.260    FS
246.740
11 -0.10747029D+04   13.0858226    0.0120297      0.000   183.218    FS
219.782
12 -0.10724083D+04    2.2945661    0.0021351      0.000   202.444    FS
200.556
13 -0.10722148D+04    0.1935612    0.0001805      0.000   209.257    FS
193.743

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 482

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14443618D+04    0.0000000    0.0000000    117.215     9.296    EM
276.489
2 -0.14247815D+04   19.5803076    0.0135564    126.163     0.000    FS
276.837
3 -0.13311540D+04   93.6275088    0.0657136    126.995     0.000    FS
276.005
4 -0.11980673D+04  133.0867486    0.0999785    132.338     0.000    EM
270.662
5 -0.11643606D+04   33.7066731    0.0281342    132.608     0.000    EM
270.392
6 -0.11365660D+04   27.7945905    0.0238711    133.517     0.000    EM
269.483
7 -0.11145576D+04   22.0084221    0.0193640    135.377     0.000    EM
267.623
8 -0.10991566D+04   15.4009518    0.0138180    138.043     0.000    EM
264.957
9 -0.10894172D+04    9.7394214    0.0088608    141.251     0.000    EM
261.749
10 -0.10835968D+04    5.8204662    0.0053427    144.718     0.000    EM
258.282
11 -0.10801454D+04    3.4513705    0.0031851    148.219     0.000    EM
254.781
12 -0.10780347D+04    2.1106556    0.0019540    151.612     0.000    EM
251.388
13 -0.10766755D+04    1.3592085    0.0012608    154.824     0.000    EM
248.176
14 -0.10757501D+04    0.9254603    0.0008596    157.825     0.000    EM
245.175

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 483

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14791184D+04    0.0000000    0.0000000      0.159   377.940    EM
24.901
2 -0.13808772D+04   98.2411569    0.0664187      0.175   332.401    EM
70.424
3 -0.12909064D+04   89.9708356    0.0651548      0.201   261.317    EM
141.482
4 -0.12063536D+04   84.5527416    0.0654987      0.245   203.992    EM
198.763
5 -0.11640122D+04   42.3414866    0.0350987      0.333   173.213    EM
229.454
6 -0.11367464D+04   27.2657375    0.0234239      0.469   159.863    EM
242.668
7 -0.11183388D+04   18.4075889    0.0161932      0.663   153.844    EM
248.494
8 -0.11042011D+04   14.1377785    0.0126418      0.930   151.051    EM
251.018
9 -0.10935109D+04   10.6901201    0.0096813      1.353   149.982    EM
251.665
10 -0.10854462D+04    8.0647407    0.0073751      2.189   149.735    EM
251.076
11 -0.10790570D+04    6.3892040    0.0058862      3.383   149.924    EM
249.692
12 -0.10748839D+04    4.1730850    0.0038673      4.314   150.873    EM
247.813
13 -0.10725816D+04    2.3023484    0.0021420      4.953   152.431    EM
245.615
14 -0.10712030D+04    1.3785949    0.0012853      5.460   154.276    EM
243.265
15 -0.10702931D+04    0.9098502    0.0008494      5.904   156.204    EM
240.892

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 484

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14305592D+04    0.0000000    0.0000000    107.546    37.949    EM
257.505
2 -0.11840713D+04  246.4878968    0.1723018     39.641   169.196    FS
194.163
3 -0.10903652D+04   93.7061821    0.0791390     34.877   172.166    EM
195.957
4 -0.10790882D+04   11.2769280    0.0103423     31.172   174.573    EM
197.255
5 -0.10750601D+04    4.0281480    0.0037329     28.608   176.623    EM
197.769
6 -0.10741856D+04    0.8744904    0.0008134     27.386   177.927    EM
197.686

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 485

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15475640D+04    0.0000000    0.0000000     40.840   120.098    EM
242.062
2 -0.14692475D+04   78.3164942    0.0506063     10.052   124.949    FS
267.999
3 -0.12554457D+04  213.8017772    0.1455179     15.779   119.921    EM
267.300
4 -0.11597618D+04   95.6838634    0.0762151     24.715   112.009    EM
266.275
5 -0.11123473D+04   47.4144989    0.0408830     35.215   103.967    EM
263.818
6 -0.10922018D+04   20.1455117    0.0181108     45.414    97.188    EM
260.398
7 -0.10825310D+04    9.6708236    0.0088544     54.180    92.175    EM
256.645
8 -0.10776002D+04    4.9308195    0.0045549     61.237    88.704    EM
253.059
9 -0.10750882D+04    2.5120351    0.0023311     66.742    86.356    EM
249.902
10 -0.10737723D+04    1.3158918    0.0012240     70.976    84.774    EM
247.250
11 -0.10730504D+04    0.7218914    0.0006723     74.214    83.710    EM
245.076

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 486

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.20877129D+04    0.0000000    0.0000000      3.559   264.942    EM
134.499
2 -0.17982355D+04  289.4773702    0.1386577     27.530   248.842    FS
126.628
3 -0.15204368D+04  277.7987115    0.1544841     33.396   326.482    FS
43.122
4 -0.14411403D+04   79.2965688    0.0521538      8.587   394.407    FS
0.005
5 -0.10887140D+04  352.4263023    0.2445468     12.447   390.548    EM
0.005
6 -0.10775751D+04   11.1388802    0.0102312     14.977   388.018    EM
0.004
7 -0.10751750D+04    2.4001159    0.0022273     16.489   386.507    EM
0.004
8 -0.10726291D+04    2.5458636    0.0023679     17.122   385.874    EM
0.004
9 -0.10724063D+04    0.2227676    0.0002077     17.469   385.527    EM
0.004

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 487

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.23308028D+04    0.0000000    0.0000000     12.412   303.346    EM
87.242
2 -0.21231924D+04  207.6104184    0.0890725     14.951   290.188    FS
97.861
3 -0.17801340D+04  343.0583857    0.1615767     14.881   200.764    FS
187.355
4 -0.14957179D+04  284.4161217    0.1597723      4.501   154.074    FS
244.425
5 -0.11527445D+04  342.9734579    0.2293036      3.797   148.206    EM
250.998
6 -0.11308268D+04   21.9176805    0.0190135      3.959   144.283    EM
254.758
7 -0.11138191D+04   17.0077037    0.0150401      4.063   142.392    EM
256.545
8 -0.11005745D+04   13.2445411    0.0118911      4.124   142.108    EM
256.768
9 -0.10909894D+04    9.5851240    0.0087092      4.160   143.037    EM
255.803
10 -0.10845414D+04    6.4480263    0.0059103      4.196   144.793    EM
254.011
11 -0.10804351D+04    4.1062806    0.0037862      4.248   147.035    EM
251.716
12 -0.10778051D+04    2.6300219    0.0024342      4.387   149.425    EM
249.189
13 -0.10759190D+04    1.8860508    0.0017499      4.551   151.843    EM
246.606
14 -0.10745894D+04    1.3295991    0.0012358      4.710   154.293    EM
243.996
15 -0.10739664D+04    0.6230052    0.0005798      5.057   156.406    EM
241.537

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 488

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.30832312D+04    0.0000000    0.0000000      8.713   113.887    EM
280.400
2 -0.26915755D+04  391.6557543    0.1270277      8.272   114.350    FS
280.378
3 -0.23203569D+04  371.2185268    0.1379187      7.719   114.911    FS
280.371
4 -0.20051288D+04  315.2281123    0.1358533      6.910   115.789    FS
280.301
5 -0.18140400D+04  191.0888519    0.0953000      6.443   116.427    FS
280.130
6 -0.12118809D+04  602.1590202    0.3319436      1.379   123.833    EM
277.788
7 -0.11520986D+04   59.7823723    0.0493302      0.000   126.141    FS
276.859
8 -0.11090918D+04   43.0068010    0.0373291      0.000   131.058    FS
271.942
9 -0.10847589D+04   24.3328300    0.0219394      0.000   144.633    FS
258.367
10 -0.10748482D+04    9.9107244    0.0091363      0.000   171.356    FS
231.644
11 -0.10725018D+04    2.3463962    0.0021830      0.000   198.598    FS
204.402
12 -0.10722211D+04    0.2807034    0.0002617      0.000   208.671    FS
194.329

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 489

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.11968304D+04    0.0000000    0.0000000     63.029   252.855    EM
87.116
2 -0.11125450D+04   84.2854252    0.0704239     64.885   240.327    EM
97.788
3 -0.10997327D+04   12.8122924    0.0115162     69.252   226.113    EM
107.635
4 -0.10921914D+04    7.5413302    0.0068574     73.596   213.338    EM
116.066
5 -0.10863326D+04    5.8587485    0.0053642     77.333   202.621    EM
123.046
6 -0.10818603D+04    4.4723638    0.0041169     80.371   193.928    EM
128.702
7 -0.10785407D+04    3.3195947    0.0030684     82.735   187.042    EM
133.223
8 -0.10761115D+04    2.4291877    0.0022523     84.502   181.683    EM
136.815
9 -0.10743502D+04    1.7613240    0.0016367     85.766   177.566    EM
139.668
10 -0.10730820D+04    1.2681687    0.0011804     86.624   174.438    EM
141.937
11 -0.10721742D+04    0.9078535    0.0008460     87.165   172.085    EM
143.750

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 490

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19515445D+04    0.0000000    0.0000000      7.155   117.284    EM
278.561
2 -0.12171669D+04  734.3776122    0.3763058      1.303   124.275    EM
277.422
3 -0.11467845D+04   70.3824489    0.0578248      0.432   127.574    EM
274.993
4 -0.11121626D+04   34.6218939    0.0301904      0.208   131.370    EM
271.421
5 -0.10950176D+04   17.1449936    0.0154159      0.132   135.675    EM
267.193
6 -0.10863690D+04    8.6485456    0.0078981      0.104   140.097    EM
262.800
7 -0.10817347D+04    4.6343285    0.0042659      0.102   144.355    EM
258.543
8 -0.10790372D+04    2.6975087    0.0024937      0.125   148.312    EM
254.563
9 -0.10773199D+04    1.7173053    0.0015915      0.187   151.913    EM
250.900
10 -0.10761023D+04    1.2175858    0.0011302      0.320   155.128    EM
247.551
11 -0.10751194D+04    0.9829142    0.0009134      0.549   157.954    EM
244.497

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 491

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13630491D+04    0.0000000    0.0000000    115.714    13.230    EM
274.056
2 -0.12058330D+04  157.2161340    0.1153415    128.375     0.116    FS
274.509
3 -0.11675284D+04   38.3045682    0.0317661    138.134     0.000    FS
264.866
4 -0.11102481D+04   57.2802772    0.0490611    162.596     0.000    FS
240.404
5 -0.10826989D+04   27.5492064    0.0248136    203.432     0.000    FS
199.568
6 -0.10741599D+04    8.5390070    0.0078868    223.559     0.000    FS
179.441
7 -0.10725247D+04    1.6352531    0.0015224    216.260     0.000    FS
186.740
8 -0.10722421D+04    0.2825408    0.0002634    213.728     0.000    FS
189.272

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 492

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17070814D+04    0.0000000    0.0000000    113.438    10.490    EM
279.072
2 -0.14999105D+04  207.1709045    0.1213597    107.082    17.027    FS
278.891
3 -0.14165461D+04   83.3643992    0.0555796      0.028   124.207    FS
278.765
4 -0.10996726D+04  316.8734766    0.2236944      0.000   133.692    EM
269.308
5 -0.10883018D+04   11.3707949    0.0103402      0.000   138.553    EM
264.447
6 -0.10827952D+04    5.5066740    0.0050599      0.000   143.009    EM
259.991
7 -0.10797059D+04    3.0892495    0.0028530      0.000   147.160    EM
255.840
8 -0.10778104D+04    1.8954970    0.0017556      0.000   150.970    EM
252.030
9 -0.10765597D+04    1.2506994    0.0011604      0.000   154.448    EM
248.552
10 -0.10756863D+04    0.8733905    0.0008113      0.000   157.618    EM
245.382

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 493

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14876379D+04    0.0000000    0.0000000     10.765   115.382    EM
276.852
2 -0.14108092D+04   76.8286846    0.0516447      1.789   123.435    FS
277.776
3 -0.13226335D+04   88.1756697    0.0625001      0.000   125.536    FS
277.464
4 -0.12389272D+04   83.7063307    0.0632876      0.000   129.353    FS
273.647
5 -0.11228063D+04  116.1209312    0.0937270      0.000   137.037    EM
265.963
6 -0.10960389D+04   26.7673331    0.0238397      0.000   139.926    EM
263.074
7 -0.10867880D+04    9.2509192    0.0084403      0.000   143.024    EM
259.976
8 -0.10820250D+04    4.7630460    0.0043827      0.000   146.394    EM
256.606
9 -0.10791866D+04    2.8383572    0.0026232      0.000   149.788    EM
253.212
10 -0.10774187D+04    1.7678904    0.0016382      0.000   153.066    EM
249.934
11 -0.10762572D+04    1.1615056    0.0010780      0.000   156.162    EM
246.838
12 -0.10754517D+04    0.8054786    0.0007484      0.000   159.054    EM
243.946

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 494

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13872499D+04    0.0000000    0.0000000      0.000   192.141    EM
210.859
2 -0.12594943D+04  127.7556416    0.0920927      0.000   188.097    FS
214.903
3 -0.12584422D+04    1.0520592    0.0008353      0.000   187.977    FS
215.023
4 -0.11464037D+04  112.0384491    0.0890295      0.000   166.761    EM
236.239
5 -0.11234534D+04   22.9503865    0.0200195      0.000   157.801    EM
245.199
6 -0.11081817D+04   15.2716757    0.0135935      0.000   153.907    EM
249.093
7 -0.10967230D+04   11.4586862    0.0103401      0.000   152.480    EM
250.520
8 -0.10885447D+04    8.1783225    0.0074571      0.000   152.560    EM
250.440
9 -0.10830666D+04    5.4780753    0.0050325      0.000   153.636    EM
249.364
10 -0.10795831D+04    3.4834762    0.0032163      0.000   155.345    EM
247.655
11 -0.10774262D+04    2.1569445    0.0019979      0.000   157.413    EM
245.587
12 -0.10760840D+04    1.3422209    0.0012458      0.000   159.647    EM
243.353
13 -0.10752204D+04    0.8636040    0.0008025      0.000   161.920    EM
241.080

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 495

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.13280548D+04    0.0000000    0.0000000      2.715   128.005    EM
272.280
2 -0.12546441D+04   73.4106814    0.0552768      0.615   130.512    FS
271.873
3 -0.11957033D+04   58.9407913    0.0469781      1.559   130.211    EM
271.230
4 -0.11614078D+04   34.2954800    0.0286823      3.829   128.335    EM
270.836
5 -0.11313441D+04   30.0637626    0.0258856      7.846   125.881    EM
269.273
6 -0.11082488D+04   23.0952372    0.0204140     13.052   123.314    EM
266.634
7 -0.10932369D+04   15.0119206    0.0135456     18.310   121.404    EM
263.287
8 -0.10845969D+04    8.6400097    0.0079031     22.871   120.430    EM
259.699
9 -0.10798900D+04    4.7069375    0.0043398     26.525   120.252    EM
256.222
10 -0.10773087D+04    2.5812716    0.0023903     29.355   120.611    EM
253.034
11 -0.10758215D+04    1.4871792    0.0013805     31.528   121.284    EM
250.188
12 -0.10749030D+04    0.9184606    0.0008537     33.209   122.118    EM
247.673

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 496

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.15229695D+04    0.0000000    0.0000000     69.282   295.776    EM
37.942
2 -0.12335296D+04  289.4399212    0.1900497     85.725   242.648    EM
74.628
3 -0.11478398D+04   85.6897985    0.0694672     91.552   200.663    EM
110.785
4 -0.11124534D+04   35.3863636    0.0308287     93.230   171.763    EM
138.007
5 -0.10953937D+04   17.0597131    0.0153352     93.160   153.923    EM
155.918
6 -0.10866803D+04    8.7134158    0.0079546     93.070   142.672    EM
167.258
7 -0.10817765D+04    4.9038054    0.0045126     93.204   135.425    EM
174.371
8 -0.10792841D+04    2.4924400    0.0023040     92.859   130.922    EM
179.220
9 -0.10758884D+04    3.3956133    0.0031462     92.894   126.763    EM
183.342
10 -0.10742663D+04    1.6221584    0.0015077     92.890   123.807    EM
186.303
11 -0.10721572D+04    2.1090664    0.0019633     93.389   120.808    EM
188.803
12 -0.10716124D+04    0.5448194    0.0005082     94.070   118.770    EM
190.160

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 497

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14709792D+04    0.0000000    0.0000000    119.147    38.083    EM
245.770
2 -0.13920162D+04   78.9629884    0.0536806     95.440    50.513    FS
257.046
3 -0.13063000D+04   85.7161910    0.0615770    114.312    48.327    FS
240.361
4 -0.12245697D+04   81.7302409    0.0625662    154.297    45.302    FS
203.401
5 -0.11569540D+04   67.6157916    0.0552160    179.343    37.287    FS
186.370
6 -0.11079309D+04   49.0230209    0.0423725    168.846    25.586    FS
208.568
7 -0.10814696D+04   26.4613511    0.0238836    165.259    22.300    FS
215.441
8 -0.10725953D+04    8.8742949    0.0082058    169.686    23.916    EM
209.397
9 -0.10718152D+04    0.7800927    0.0007273    171.078    24.878    EM
207.044

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 498

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.19412542D+04    0.0000000    0.0000000    388.739     0.454    EM
13.808
2 -0.16289176D+04  312.3366256    0.1608942    356.940     0.935    EM
45.125
3 -0.14159606D+04  212.9570406    0.1307353    296.350     1.544    EM
105.106
4 -0.12552721D+04  160.6884144    0.1134837    232.746     1.991    EM
168.263
5 -0.11736425D+04   81.6296411    0.0650294    190.885     2.298    EM
209.818
6 -0.11384482D+04   35.1942854    0.0299872    169.998     2.718    EM
230.284
7 -0.11182009D+04   20.2473155    0.0177850    159.942     3.440    EM
239.617
8 -0.11033016D+04   14.8992853    0.0133243    154.352     4.724    EM
243.924
9 -0.10914398D+04   11.8617910    0.0107512    150.693     6.665    EM
245.642
10 -0.10824200D+04    9.0198700    0.0082642    148.370     8.824    EM
245.807
11 -0.10765818D+04    5.8381819    0.0053936    147.411    10.583    EM
245.006
12 -0.10732362D+04    3.3456134    0.0031076    147.620    11.749    EM
243.631
13 -0.10713413D+04    1.8948909    0.0017656    148.625    12.457    EM
241.918
14 -0.10702119D+04    1.1293683    0.0010542    150.089    12.886    EM
240.025
15 -0.10694944D+04    0.7174920    0.0006704    151.785    13.156    EM
238.059

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 499

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12057925D+04    0.0000000    0.0000000    317.480    47.925    EM
37.595
2 -0.10884366D+04  117.3559656    0.0973268    311.171    48.108    EM
43.721
3 -0.10779930D+04   10.4435314    0.0095950    305.288    49.278    EM
48.433
4 -0.10763082D+04    1.6848108    0.0015629    300.734    50.445    EM
51.821
5 -0.10764815D+04   -0.1733084   -0.0001610    296.935    51.650    EM
54.415

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 500

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14142131D+04    0.0000000    0.0000000      0.037   256.458    EM
146.504
2 -0.14078142D+04    6.3989092    0.0045247      0.000   255.210    FS
147.790
3 -0.11856816D+04  222.1325908    0.1577854      0.000   187.549    EM
215.451
4 -0.11340781D+04   51.6034383    0.0435222      0.000   161.577    EM
241.423
5 -0.11138048D+04   20.2732906    0.0178764      0.000   153.500    EM
249.500
6 -0.11006724D+04   13.1324530    0.0117906      0.000   151.111    EM
251.889
7 -0.10912627D+04    9.4096761    0.0085490      0.000   150.940    EM
252.060
8 -0.10848555D+04    6.4072214    0.0058714      0.000   151.953    EM
251.047
9 -0.10807329D+04    4.1226239    0.0038002      0.000   153.678    EM
```