```Mplus VERSION 8
MUTHEN & MUTHEN
04/10/2017   4:49 AM

INPUT INSTRUCTIONS

TITLE:	this is an example of a GMM for a count
outcome using a zero-inflated Poisson
model with automatic starting values
and random starts
DATA:	FILE IS ex8.5a.dat;
VARIABLE:       NAMES ARE u1-u8 x;
CLASSES = c (2);
COUNT ARE u1-u8 (i);
ANALYSIS:	TYPE = MIXTURE;
STARTS = 40 8;
STITERATIONS = 20;
ALGORITHM = INTEGRATION;
MODEL:
%OVERALL%
i s q | u1@0 u2@.1 u3@.2 u4@.3 u5@.4 u6@.5
u7@.6 u8@.7;
ii si qi | u1#1@0 u2#1@.1 u3#1@.2 u4#1@.3 u5#1@.4 u6#1@.5 u7#1@.6 u8#1@.7;
s-qi@0;
i s ON x;
c ON x;
OUTPUT:	TECH1 TECH8;

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

this is an example of a GMM for a count
outcome using a zero-inflated Poisson
model with automatic starting values
and random starts

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                         500

Number of dependent variables                                    8
Number of independent variables                                  1
Number of continuous latent variables                            6
Number of categorical latent variables                           1

Observed dependent variables

Count
U1          U2          U3          U4          U5          U6
U7          U8

Observed independent variables
X

Continuous latent variables
I           S           Q           II          SI          QI

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                         40
Number of final stage optimizations                            8
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)
ex8.5a.dat
Input data format  FREE

COUNT PROPORTION OF ZERO, MINIMUM AND MAXIMUM VALUES

U1          0.896         0         4
U2          0.722         0         9
U3          0.536         0        14
U4          0.422         0        15
U5          0.408         0        14
U6          0.496         0        10
U7          0.678         0         6
U8          0.928         0         6

UNIVARIATE SAMPLE STATISTICS

UNIVARIATE HIGHER-ORDER MOMENT DESCRIPTIVE STATISTICS

Variable/         Mean/     Skewness/   Minimum/ % with                Percentiles
Sample Size      Variance    Kurtosis    Maximum  Min/Max      20%/60%    40%/80%    Median

X                    -0.020       0.086      -2.778    0.20%      -0.906     -0.282     -0.025
500.000       1.047       0.103       3.765    0.20%       0.197      0.888

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:

-3881.206  76974            16
-3881.210  347515           24
-3881.211  341041           34
-3881.211  107446           12
-3881.214  93468            3
-3881.238  unperturbed      0
-3881.648  569131           26
-3881.658  246261           38

THE BEST LOGLIKELIHOOD VALUE HAS BEEN REPLICATED.  RERUN WITH AT LEAST TWICE THE
RANDOM STARTS TO CHECK THAT THE BEST LOGLIKELIHOOD IS STILL OBTAINED AND REPLICATED.

THE MODEL ESTIMATION TERMINATED NORMALLY

MODEL FIT INFORMATION

Number of Free Parameters                       14

Loglikelihood

H0 Value                       -3881.206
H0 Scaling Correction Factor      1.2405
for MLR

Information Criteria

Akaike (AIC)                    7790.412
Bayesian (BIC)                  7849.416
(n* = (n + 2) / 24)

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

Latent
Classes

1        184.92318          0.36985
2        315.07682          0.63015

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

Latent
Classes

1        184.94125          0.36988
2        315.05875          0.63012

FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP

Class Counts and Proportions

Latent
Classes

1              180          0.36000
2              320          0.64000

CLASSIFICATION QUALITY

Entropy                         0.621

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

1        2

1   0.857    0.143
2   0.096    0.904

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

1        2

1   0.834    0.166
2   0.082    0.918

Logits for the Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)

1        2

1      1.612    0.000
2     -2.417    0.000

MODEL RESULTS

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

Latent Class 1

I        |
U1                 1.000      0.000    999.000    999.000
U2                 1.000      0.000    999.000    999.000
U3                 1.000      0.000    999.000    999.000
U4                 1.000      0.000    999.000    999.000
U5                 1.000      0.000    999.000    999.000
U6                 1.000      0.000    999.000    999.000
U7                 1.000      0.000    999.000    999.000
U8                 1.000      0.000    999.000    999.000

S        |
U1                 0.000      0.000    999.000    999.000
U2                 0.100      0.000    999.000    999.000
U3                 0.200      0.000    999.000    999.000
U4                 0.300      0.000    999.000    999.000
U5                 0.400      0.000    999.000    999.000
U6                 0.500      0.000    999.000    999.000
U7                 0.600      0.000    999.000    999.000
U8                 0.700      0.000    999.000    999.000

Q        |
U1                 0.000      0.000    999.000    999.000
U2                 0.010      0.000    999.000    999.000
U3                 0.040      0.000    999.000    999.000
U4                 0.090      0.000    999.000    999.000
U5                 0.160      0.000    999.000    999.000
U6                 0.250      0.000    999.000    999.000
U7                 0.360      0.000    999.000    999.000
U8                 0.490      0.000    999.000    999.000

II       |
U1#1               1.000      0.000    999.000    999.000
U2#1               1.000      0.000    999.000    999.000
U3#1               1.000      0.000    999.000    999.000
U4#1               1.000      0.000    999.000    999.000
U5#1               1.000      0.000    999.000    999.000
U6#1               1.000      0.000    999.000    999.000
U7#1               1.000      0.000    999.000    999.000
U8#1               1.000      0.000    999.000    999.000

SI       |
U1#1               0.000      0.000    999.000    999.000
U2#1               0.100      0.000    999.000    999.000
U3#1               0.200      0.000    999.000    999.000
U4#1               0.300      0.000    999.000    999.000
U5#1               0.400      0.000    999.000    999.000
U6#1               0.500      0.000    999.000    999.000
U7#1               0.600      0.000    999.000    999.000
U8#1               0.700      0.000    999.000    999.000

QI       |
U1#1               0.000      0.000    999.000    999.000
U2#1               0.010      0.000    999.000    999.000
U3#1               0.040      0.000    999.000    999.000
U4#1               0.090      0.000    999.000    999.000
U5#1               0.160      0.000    999.000    999.000
U6#1               0.250      0.000    999.000    999.000
U7#1               0.360      0.000    999.000    999.000
U8#1               0.490      0.000    999.000    999.000

I          ON
X                  0.066      0.109      0.606      0.545

S          ON
X                 -0.290      0.243     -1.192      0.233

Means
Q                 -9.357      1.410     -6.636      0.000
II                 0.000      0.000    999.000    999.000
SI               -20.650      2.174     -9.498      0.000
QI                30.399      3.197      9.509      0.000

Intercepts
I                 -0.752      0.198     -3.795      0.000
S                  5.827      0.992      5.872      0.000
U1#1               0.147      0.338      0.435      0.663
U1                 0.000      0.000    999.000    999.000
U2#1               0.147      0.338      0.435      0.663
U2                 0.000      0.000    999.000    999.000
U3#1               0.147      0.338      0.435      0.663
U3                 0.000      0.000    999.000    999.000
U4#1               0.147      0.338      0.435      0.663
U4                 0.000      0.000    999.000    999.000
U5#1               0.147      0.338      0.435      0.663
U5                 0.000      0.000    999.000    999.000
U6#1               0.147      0.338      0.435      0.663
U6                 0.000      0.000    999.000    999.000
U7#1               0.147      0.338      0.435      0.663
U7                 0.000      0.000    999.000    999.000
U8#1               0.147      0.338      0.435      0.663
U8                 0.000      0.000    999.000    999.000

Variances
Q                  0.000      0.000    999.000    999.000
II                 0.000      0.000    999.000    999.000
SI                 0.000      0.000    999.000    999.000
QI                 0.000      0.000    999.000    999.000

Residual Variances
I                  0.703      0.071      9.941      0.000
S                  0.000      0.000    999.000    999.000

Latent Class 2

I        |
U1                 1.000      0.000    999.000    999.000
U2                 1.000      0.000    999.000    999.000
U3                 1.000      0.000    999.000    999.000
U4                 1.000      0.000    999.000    999.000
U5                 1.000      0.000    999.000    999.000
U6                 1.000      0.000    999.000    999.000
U7                 1.000      0.000    999.000    999.000
U8                 1.000      0.000    999.000    999.000

S        |
U1                 0.000      0.000    999.000    999.000
U2                 0.100      0.000    999.000    999.000
U3                 0.200      0.000    999.000    999.000
U4                 0.300      0.000    999.000    999.000
U5                 0.400      0.000    999.000    999.000
U6                 0.500      0.000    999.000    999.000
U7                 0.600      0.000    999.000    999.000
U8                 0.700      0.000    999.000    999.000

Q        |
U1                 0.000      0.000    999.000    999.000
U2                 0.010      0.000    999.000    999.000
U3                 0.040      0.000    999.000    999.000
U4                 0.090      0.000    999.000    999.000
U5                 0.160      0.000    999.000    999.000
U6                 0.250      0.000    999.000    999.000
U7                 0.360      0.000    999.000    999.000
U8                 0.490      0.000    999.000    999.000

II       |
U1#1               1.000      0.000    999.000    999.000
U2#1               1.000      0.000    999.000    999.000
U3#1               1.000      0.000    999.000    999.000
U4#1               1.000      0.000    999.000    999.000
U5#1               1.000      0.000    999.000    999.000
U6#1               1.000      0.000    999.000    999.000
U7#1               1.000      0.000    999.000    999.000
U8#1               1.000      0.000    999.000    999.000

SI       |
U1#1               0.000      0.000    999.000    999.000
U2#1               0.100      0.000    999.000    999.000
U3#1               0.200      0.000    999.000    999.000
U4#1               0.300      0.000    999.000    999.000
U5#1               0.400      0.000    999.000    999.000
U6#1               0.500      0.000    999.000    999.000
U7#1               0.600      0.000    999.000    999.000
U8#1               0.700      0.000    999.000    999.000

QI       |
U1#1               0.000      0.000    999.000    999.000
U2#1               0.010      0.000    999.000    999.000
U3#1               0.040      0.000    999.000    999.000
U4#1               0.090      0.000    999.000    999.000
U5#1               0.160      0.000    999.000    999.000
U6#1               0.250      0.000    999.000    999.000
U7#1               0.360      0.000    999.000    999.000
U8#1               0.490      0.000    999.000    999.000

I          ON
X                  0.066      0.109      0.606      0.545

S          ON
X                 -0.290      0.243     -1.192      0.233

Means
Q                -17.992      3.085     -5.832      0.000
II                 0.000      0.000    999.000    999.000
SI               -20.650      2.174     -9.498      0.000
QI                30.399      3.197      9.509      0.000

Intercepts
I                 -2.680      0.518     -5.171      0.000
S                 13.585      2.620      5.186      0.000
U1#1               0.147      0.338      0.435      0.663
U1                 0.000      0.000    999.000    999.000
U2#1               0.147      0.338      0.435      0.663
U2                 0.000      0.000    999.000    999.000
U3#1               0.147      0.338      0.435      0.663
U3                 0.000      0.000    999.000    999.000
U4#1               0.147      0.338      0.435      0.663
U4                 0.000      0.000    999.000    999.000
U5#1               0.147      0.338      0.435      0.663
U5                 0.000      0.000    999.000    999.000
U6#1               0.147      0.338      0.435      0.663
U6                 0.000      0.000    999.000    999.000
U7#1               0.147      0.338      0.435      0.663
U7                 0.000      0.000    999.000    999.000
U8#1               0.147      0.338      0.435      0.663
U8                 0.000      0.000    999.000    999.000

Variances
Q                  0.000      0.000    999.000    999.000
II                 0.000      0.000    999.000    999.000
SI                 0.000      0.000    999.000    999.000
QI                 0.000      0.000    999.000    999.000

Residual Variances
I                  0.703      0.071      9.941      0.000
S                  0.000      0.000    999.000    999.000

Categorical Latent Variables

C#1        ON
X                 -3.457      4.197     -0.824      0.410

Intercepts
C#1               -1.398      1.565     -0.893      0.372

LOGISTIC REGRESSION ODDS RATIO RESULTS

Categorical Latent Variables

C#1      ON
X                  0.032

ALTERNATIVE PARAMETERIZATIONS FOR THE CATEGORICAL LATENT VARIABLE REGRESSION

Parameterization using Reference Class 1

C#2      ON
X                  3.457      4.197      0.824      0.410

Intercepts
C#2                1.398      1.565      0.893      0.372

QUALITY OF NUMERICAL RESULTS

Condition Number for the Information Matrix              0.680E-04
(ratio of smallest to largest eigenvalue)

TECHNICAL 1 OUTPUT

PARAMETER SPECIFICATION FOR LATENT CLASS 1

NU
U1#1          U1            U2#1          U2            U3#1
________      ________      ________      ________      ________
1             0             1             0             1

NU
U3            U4#1          U4            U5#1          U5
________      ________      ________      ________      ________
0             1             0             1             0

NU
U6#1          U6            U7#1          U7            U8#1
________      ________      ________      ________      ________
1             0             1             0             1

NU
U8            X
________      ________
0             0

LAMBDA
I             S             Q             II            SI
________      ________      ________      ________      ________
U1#1               0             0             0             0             0
U1                 0             0             0             0             0
U2#1               0             0             0             0             0
U2                 0             0             0             0             0
U3#1               0             0             0             0             0
U3                 0             0             0             0             0
U4#1               0             0             0             0             0
U4                 0             0             0             0             0
U5#1               0             0             0             0             0
U5                 0             0             0             0             0
U6#1               0             0             0             0             0
U6                 0             0             0             0             0
U7#1               0             0             0             0             0
U7                 0             0             0             0             0
U8#1               0             0             0             0             0
U8                 0             0             0             0             0
X                  0             0             0             0             0

LAMBDA
QI            X
________      ________
U1#1               0             0
U1                 0             0
U2#1               0             0
U2                 0             0
U3#1               0             0
U3                 0             0
U4#1               0             0
U4                 0             0
U5#1               0             0
U5                 0             0
U6#1               0             0
U6                 0             0
U7#1               0             0
U7                 0             0
U8#1               0             0
U8                 0             0
X                  0             0

THETA
U1#1          U1            U2#1          U2            U3#1
________      ________      ________      ________      ________
U1#1               0
U1                 0             0
U2#1               0             0             0
U2                 0             0             0             0
U3#1               0             0             0             0             0
U3                 0             0             0             0             0
U4#1               0             0             0             0             0
U4                 0             0             0             0             0
U5#1               0             0             0             0             0
U5                 0             0             0             0             0
U6#1               0             0             0             0             0
U6                 0             0             0             0             0
U7#1               0             0             0             0             0
U7                 0             0             0             0             0
U8#1               0             0             0             0             0
U8                 0             0             0             0             0
X                  0             0             0             0             0

THETA
U3            U4#1          U4            U5#1          U5
________      ________      ________      ________      ________
U3                 0
U4#1               0             0
U4                 0             0             0
U5#1               0             0             0             0
U5                 0             0             0             0             0
U6#1               0             0             0             0             0
U6                 0             0             0             0             0
U7#1               0             0             0             0             0
U7                 0             0             0             0             0
U8#1               0             0             0             0             0
U8                 0             0             0             0             0
X                  0             0             0             0             0

THETA
U6#1          U6            U7#1          U7            U8#1
________      ________      ________      ________      ________
U6#1               0
U6                 0             0
U7#1               0             0             0
U7                 0             0             0             0
U8#1               0             0             0             0             0
U8                 0             0             0             0             0
X                  0             0             0             0             0

THETA
U8            X
________      ________
U8                 0
X                  0             0

ALPHA
I             S             Q             II            SI
________      ________      ________      ________      ________
2             3             4             0             5

ALPHA
QI            X
________      ________
6             0

BETA
I             S             Q             II            SI
________      ________      ________      ________      ________
I                  0             0             0             0             0
S                  0             0             0             0             0
Q                  0             0             0             0             0
II                 0             0             0             0             0
SI                 0             0             0             0             0
QI                 0             0             0             0             0
X                  0             0             0             0             0

BETA
QI            X
________      ________
I                  0             7
S                  0             8
Q                  0             0
II                 0             0
SI                 0             0
QI                 0             0
X                  0             0

PSI
I             S             Q             II            SI
________      ________      ________      ________      ________
I                  9
S                  0             0
Q                  0             0             0
II                 0             0             0             0
SI                 0             0             0             0             0
QI                 0             0             0             0             0
X                  0             0             0             0             0

PSI
QI            X
________      ________
QI                 0
X                  0             0

PARAMETER SPECIFICATION FOR LATENT CLASS 2

NU
U1#1          U1            U2#1          U2            U3#1
________      ________      ________      ________      ________
1             0             1             0             1

NU
U3            U4#1          U4            U5#1          U5
________      ________      ________      ________      ________
0             1             0             1             0

NU
U6#1          U6            U7#1          U7            U8#1
________      ________      ________      ________      ________
1             0             1             0             1

NU
U8            X
________      ________
0             0

LAMBDA
I             S             Q             II            SI
________      ________      ________      ________      ________
U1#1               0             0             0             0             0
U1                 0             0             0             0             0
U2#1               0             0             0             0             0
U2                 0             0             0             0             0
U3#1               0             0             0             0             0
U3                 0             0             0             0             0
U4#1               0             0             0             0             0
U4                 0             0             0             0             0
U5#1               0             0             0             0             0
U5                 0             0             0             0             0
U6#1               0             0             0             0             0
U6                 0             0             0             0             0
U7#1               0             0             0             0             0
U7                 0             0             0             0             0
U8#1               0             0             0             0             0
U8                 0             0             0             0             0
X                  0             0             0             0             0

LAMBDA
QI            X
________      ________
U1#1               0             0
U1                 0             0
U2#1               0             0
U2                 0             0
U3#1               0             0
U3                 0             0
U4#1               0             0
U4                 0             0
U5#1               0             0
U5                 0             0
U6#1               0             0
U6                 0             0
U7#1               0             0
U7                 0             0
U8#1               0             0
U8                 0             0
X                  0             0

THETA
U1#1          U1            U2#1          U2            U3#1
________      ________      ________      ________      ________
U1#1               0
U1                 0             0
U2#1               0             0             0
U2                 0             0             0             0
U3#1               0             0             0             0             0
U3                 0             0             0             0             0
U4#1               0             0             0             0             0
U4                 0             0             0             0             0
U5#1               0             0             0             0             0
U5                 0             0             0             0             0
U6#1               0             0             0             0             0
U6                 0             0             0             0             0
U7#1               0             0             0             0             0
U7                 0             0             0             0             0
U8#1               0             0             0             0             0
U8                 0             0             0             0             0
X                  0             0             0             0             0

THETA
U3            U4#1          U4            U5#1          U5
________      ________      ________      ________      ________
U3                 0
U4#1               0             0
U4                 0             0             0
U5#1               0             0             0             0
U5                 0             0             0             0             0
U6#1               0             0             0             0             0
U6                 0             0             0             0             0
U7#1               0             0             0             0             0
U7                 0             0             0             0             0
U8#1               0             0             0             0             0
U8                 0             0             0             0             0
X                  0             0             0             0             0

THETA
U6#1          U6            U7#1          U7            U8#1
________      ________      ________      ________      ________
U6#1               0
U6                 0             0
U7#1               0             0             0
U7                 0             0             0             0
U8#1               0             0             0             0             0
U8                 0             0             0             0             0
X                  0             0             0             0             0

THETA
U8            X
________      ________
U8                 0
X                  0             0

ALPHA
I             S             Q             II            SI
________      ________      ________      ________      ________
10            11            12             0             5

ALPHA
QI            X
________      ________
6             0

BETA
I             S             Q             II            SI
________      ________      ________      ________      ________
I                  0             0             0             0             0
S                  0             0             0             0             0
Q                  0             0             0             0             0
II                 0             0             0             0             0
SI                 0             0             0             0             0
QI                 0             0             0             0             0
X                  0             0             0             0             0

BETA
QI            X
________      ________
I                  0             7
S                  0             8
Q                  0             0
II                 0             0
SI                 0             0
QI                 0             0
X                  0             0

PSI
I             S             Q             II            SI
________      ________      ________      ________      ________
I                  9
S                  0             0
Q                  0             0             0
II                 0             0             0             0
SI                 0             0             0             0             0
QI                 0             0             0             0             0
X                  0             0             0             0             0

PSI
QI            X
________      ________
QI                 0
X                  0             0

PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART

ALPHA(C)
C#1           C#2
________      ________
13             0

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

GAMMA(C)
QI            X
________      ________
C#1                0            14
C#2                0             0

STARTING VALUES FOR LATENT CLASS 1

NU
U1#1          U1            U2#1          U2            U3#1
________      ________      ________      ________      ________
-0.470         0.000        -0.470         0.000        -0.470

NU
U3            U4#1          U4            U5#1          U5
________      ________      ________      ________      ________
0.000        -0.470         0.000        -0.470         0.000

NU
U6#1          U6            U7#1          U7            U8#1
________      ________      ________      ________      ________
-0.470         0.000        -0.470         0.000        -0.470

NU
U8            X
________      ________
0.000         0.000

LAMBDA
I             S             Q             II            SI
________      ________      ________      ________      ________
U1#1           0.000         0.000         0.000         1.000         0.000
U1             1.000         0.000         0.000         0.000         0.000
U2#1           0.000         0.000         0.000         1.000         0.100
U2             1.000         0.100         0.010         0.000         0.000
U3#1           0.000         0.000         0.000         1.000         0.200
U3             1.000         0.200         0.040         0.000         0.000
U4#1           0.000         0.000         0.000         1.000         0.300
U4             1.000         0.300         0.090         0.000         0.000
U5#1           0.000         0.000         0.000         1.000         0.400
U5             1.000         0.400         0.160         0.000         0.000
U6#1           0.000         0.000         0.000         1.000         0.500
U6             1.000         0.500         0.250         0.000         0.000
U7#1           0.000         0.000         0.000         1.000         0.600
U7             1.000         0.600         0.360         0.000         0.000
U8#1           0.000         0.000         0.000         1.000         0.700
U8             1.000         0.700         0.490         0.000         0.000
X              0.000         0.000         0.000         0.000         0.000

LAMBDA
QI            X
________      ________
U1#1           0.000         0.000
U1             0.000         0.000
U2#1           0.010         0.000
U2             0.000         0.000
U3#1           0.040         0.000
U3             0.000         0.000
U4#1           0.090         0.000
U4             0.000         0.000
U5#1           0.160         0.000
U5             0.000         0.000
U6#1           0.250         0.000
U6             0.000         0.000
U7#1           0.360         0.000
U7             0.000         0.000
U8#1           0.490         0.000
U8             0.000         0.000
X              0.000         1.000

THETA
U1#1          U1            U2#1          U2            U3#1
________      ________      ________      ________      ________
U1#1           0.000
U1             0.000         0.000
U2#1           0.000         0.000         0.000
U2             0.000         0.000         0.000         0.000
U3#1           0.000         0.000         0.000         0.000         0.000
U3             0.000         0.000         0.000         0.000         0.000
U4#1           0.000         0.000         0.000         0.000         0.000
U4             0.000         0.000         0.000         0.000         0.000
U5#1           0.000         0.000         0.000         0.000         0.000
U5             0.000         0.000         0.000         0.000         0.000
U6#1           0.000         0.000         0.000         0.000         0.000
U6             0.000         0.000         0.000         0.000         0.000
U7#1           0.000         0.000         0.000         0.000         0.000
U7             0.000         0.000         0.000         0.000         0.000
U8#1           0.000         0.000         0.000         0.000         0.000
U8             0.000         0.000         0.000         0.000         0.000
X              0.000         0.000         0.000         0.000         0.000

THETA
U3            U4#1          U4            U5#1          U5
________      ________      ________      ________      ________
U3             0.000
U4#1           0.000         0.000
U4             0.000         0.000         0.000
U5#1           0.000         0.000         0.000         0.000
U5             0.000         0.000         0.000         0.000         0.000
U6#1           0.000         0.000         0.000         0.000         0.000
U6             0.000         0.000         0.000         0.000         0.000
U7#1           0.000         0.000         0.000         0.000         0.000
U7             0.000         0.000         0.000         0.000         0.000
U8#1           0.000         0.000         0.000         0.000         0.000
U8             0.000         0.000         0.000         0.000         0.000
X              0.000         0.000         0.000         0.000         0.000

THETA
U6#1          U6            U7#1          U7            U8#1
________      ________      ________      ________      ________
U6#1           0.000
U6             0.000         0.000
U7#1           0.000         0.000         0.000
U7             0.000         0.000         0.000         0.000
U8#1           0.000         0.000         0.000         0.000         0.000
U8             0.000         0.000         0.000         0.000         0.000
X              0.000         0.000         0.000         0.000         0.000

THETA
U8            X
________      ________
U8             0.000
X              0.000         0.000

ALPHA
I             S             Q             II            SI
________      ________      ________      ________      ________
0.046         6.679        -9.545         0.000         0.000

ALPHA
QI            X
________      ________
0.000         0.000

BETA
I             S             Q             II            SI
________      ________      ________      ________      ________
I              0.000         0.000         0.000         0.000         0.000
S              0.000         0.000         0.000         0.000         0.000
Q              0.000         0.000         0.000         0.000         0.000
II             0.000         0.000         0.000         0.000         0.000
SI             0.000         0.000         0.000         0.000         0.000
QI             0.000         0.000         0.000         0.000         0.000
X              0.000         0.000         0.000         0.000         0.000

BETA
QI            X
________      ________
I              0.000         0.000
S              0.000         0.000
Q              0.000         0.000
II             0.000         0.000
SI             0.000         0.000
QI             0.000         0.000
X              0.000         0.000

PSI
I             S             Q             II            SI
________      ________      ________      ________      ________
I              0.325
S              0.000         0.000
Q              0.000         0.000         0.000
II             0.000         0.000         0.000         0.000
SI             0.000         0.000         0.000         0.000         0.000
QI             0.000         0.000         0.000         0.000         0.000
X              0.000         0.000         0.000         0.000         0.000

PSI
QI            X
________      ________
QI             0.000
X              0.000         0.524

STARTING VALUES FOR LATENT CLASS 2

NU
U1#1          U1            U2#1          U2            U3#1
________      ________      ________      ________      ________
-0.470         0.000        -0.470         0.000        -0.470

NU
U3            U4#1          U4            U5#1          U5
________      ________      ________      ________      ________
0.000        -0.470         0.000        -0.470         0.000

NU
U6#1          U6            U7#1          U7            U8#1
________      ________      ________      ________      ________
-0.470         0.000        -0.470         0.000        -0.470

NU
U8            X
________      ________
0.000         0.000

LAMBDA
I             S             Q             II            SI
________      ________      ________      ________      ________
U1#1           0.000         0.000         0.000         1.000         0.000
U1             1.000         0.000         0.000         0.000         0.000
U2#1           0.000         0.000         0.000         1.000         0.100
U2             1.000         0.100         0.010         0.000         0.000
U3#1           0.000         0.000         0.000         1.000         0.200
U3             1.000         0.200         0.040         0.000         0.000
U4#1           0.000         0.000         0.000         1.000         0.300
U4             1.000         0.300         0.090         0.000         0.000
U5#1           0.000         0.000         0.000         1.000         0.400
U5             1.000         0.400         0.160         0.000         0.000
U6#1           0.000         0.000         0.000         1.000         0.500
U6             1.000         0.500         0.250         0.000         0.000
U7#1           0.000         0.000         0.000         1.000         0.600
U7             1.000         0.600         0.360         0.000         0.000
U8#1           0.000         0.000         0.000         1.000         0.700
U8             1.000         0.700         0.490         0.000         0.000
X              0.000         0.000         0.000         0.000         0.000

LAMBDA
QI            X
________      ________
U1#1           0.000         0.000
U1             0.000         0.000
U2#1           0.010         0.000
U2             0.000         0.000
U3#1           0.040         0.000
U3             0.000         0.000
U4#1           0.090         0.000
U4             0.000         0.000
U5#1           0.160         0.000
U5             0.000         0.000
U6#1           0.250         0.000
U6             0.000         0.000
U7#1           0.360         0.000
U7             0.000         0.000
U8#1           0.490         0.000
U8             0.000         0.000
X              0.000         1.000

THETA
U1#1          U1            U2#1          U2            U3#1
________      ________      ________      ________      ________
U1#1           0.000
U1             0.000         0.000
U2#1           0.000         0.000         0.000
U2             0.000         0.000         0.000         0.000
U3#1           0.000         0.000         0.000         0.000         0.000
U3             0.000         0.000         0.000         0.000         0.000
U4#1           0.000         0.000         0.000         0.000         0.000
U4             0.000         0.000         0.000         0.000         0.000
U5#1           0.000         0.000         0.000         0.000         0.000
U5             0.000         0.000         0.000         0.000         0.000
U6#1           0.000         0.000         0.000         0.000         0.000
U6             0.000         0.000         0.000         0.000         0.000
U7#1           0.000         0.000         0.000         0.000         0.000
U7             0.000         0.000         0.000         0.000         0.000
U8#1           0.000         0.000         0.000         0.000         0.000
U8             0.000         0.000         0.000         0.000         0.000
X              0.000         0.000         0.000         0.000         0.000

THETA
U3            U4#1          U4            U5#1          U5
________      ________      ________      ________      ________
U3             0.000
U4#1           0.000         0.000
U4             0.000         0.000         0.000
U5#1           0.000         0.000         0.000         0.000
U5             0.000         0.000         0.000         0.000         0.000
U6#1           0.000         0.000         0.000         0.000         0.000
U6             0.000         0.000         0.000         0.000         0.000
U7#1           0.000         0.000         0.000         0.000         0.000
U7             0.000         0.000         0.000         0.000         0.000
U8#1           0.000         0.000         0.000         0.000         0.000
U8             0.000         0.000         0.000         0.000         0.000
X              0.000         0.000         0.000         0.000         0.000

THETA
U6#1          U6            U7#1          U7            U8#1
________      ________      ________      ________      ________
U6#1           0.000
U6             0.000         0.000
U7#1           0.000         0.000         0.000
U7             0.000         0.000         0.000         0.000
U8#1           0.000         0.000         0.000         0.000         0.000
U8             0.000         0.000         0.000         0.000         0.000
X              0.000         0.000         0.000         0.000         0.000

THETA
U8            X
________      ________
U8             0.000
X              0.000         0.000

ALPHA
I             S             Q             II            SI
________      ________      ________      ________      ________
0.046         6.679        -9.545         0.000         0.000

ALPHA
QI            X
________      ________
0.000         0.000

BETA
I             S             Q             II            SI
________      ________      ________      ________      ________
I              0.000         0.000         0.000         0.000         0.000
S              0.000         0.000         0.000         0.000         0.000
Q              0.000         0.000         0.000         0.000         0.000
II             0.000         0.000         0.000         0.000         0.000
SI             0.000         0.000         0.000         0.000         0.000
QI             0.000         0.000         0.000         0.000         0.000
X              0.000         0.000         0.000         0.000         0.000

BETA
QI            X
________      ________
I              0.000         0.000
S              0.000         0.000
Q              0.000         0.000
II             0.000         0.000
SI             0.000         0.000
QI             0.000         0.000
X              0.000         0.000

PSI
I             S             Q             II            SI
________      ________      ________      ________      ________
I              0.325
S              0.000         0.000
Q              0.000         0.000         0.000
II             0.000         0.000         0.000         0.000
SI             0.000         0.000         0.000         0.000         0.000
QI             0.000         0.000         0.000         0.000         0.000
X              0.000         0.000         0.000         0.000         0.000

PSI
QI            X
________      ________
QI             0.000
X              0.000         0.524

STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART

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

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

GAMMA(C)
QI            X
________      ________
C#1            0.000         0.000
C#2            0.000         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 -0.45437801D+04    0.0000000    0.0000000    250.000   250.000    EM
2 -0.41718053D+04  371.9747614    0.0818646    347.171   152.829    FS
3 -0.39981958D+04  173.6095210    0.0416150    305.303   194.697    FS
4 -0.39449943D+04   53.2015468    0.0133064    305.750   194.250    EM
5 -0.39248615D+04   20.1327914    0.0051034    306.376   193.624    EM
6 -0.39144445D+04   10.4169523    0.0026541    307.004   192.996    EM
7 -0.39077850D+04    6.6595406    0.0017013    307.650   192.350    EM
8 -0.39029005D+04    4.8844442    0.0012499    308.307   191.693    EM
9 -0.38991537D+04    3.7468408    0.0009600    308.963   191.037    EM
10 -0.38962220D+04    2.9316562    0.0007519    309.600   190.400    EM
11 -0.38938860D+04    2.3360158    0.0005996    310.184   189.816    EM
12 -0.38919820D+04    1.9040315    0.0004890    310.649   189.351    EM
13 -0.38903752D+04    1.6068304    0.0004129    310.908   189.092    EM
14 -0.38889586D+04    1.4165300    0.0003641    310.876   189.124    EM
15 -0.38876848D+04    1.2737986    0.0003275    310.517   189.483    EM
16 -0.38865809D+04    1.1039504    0.0002840    309.855   190.145    EM
17 -0.38856870D+04    0.8938641    0.0002300    308.950   191.050    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.50153834D+04    0.0000000    0.0000000    365.786   134.214    EM
2 -0.45938572D+04  421.5262496    0.0840467    413.453    86.547    FS
3 -0.43451735D+04  248.6836530    0.0541340    462.722    37.278    FS
4 -0.41138086D+04  231.3649557    0.0532464    480.987    19.013    FS
5 -0.39921384D+04  121.6701767    0.0295760    474.087    25.913    FS
6 -0.39258871D+04   66.2512728    0.0165954    468.092    31.908    FS
7 -0.39029740D+04   22.9131806    0.0058364    458.048    41.952    FS
8 -0.38980319D+04    4.9420356    0.0012662    456.033    43.967    EM
9 -0.38956762D+04    2.3557336    0.0006043    453.324    46.676    EM
10 -0.38940069D+04    1.6692559    0.0004285    450.301    49.699    EM
11 -0.38927386D+04    1.2682845    0.0003257    447.133    52.867    EM
12 -0.38917526D+04    0.9860203    0.0002533    443.908    56.092    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.55920159D+05    0.0000000    0.0000000    325.196   174.804    EM
2 -0.52033769D+05 3886.3892944    0.0694989    323.938   176.062    FS
3 -0.43181614D+05 8852.1551602    0.1701233    323.421   176.579    FS
4 -0.30353570D+05 ************    0.2970719    317.666   182.334    FS
5 -0.29457294D+05  896.2756163    0.0295278    306.911   193.089    FS
6 -0.28919463D+05  537.8310268    0.0182580    306.404   193.596    FS
7 -0.28484868D+05  434.5945809    0.0150278    302.667   197.333    FS
8 -0.28134636D+05  350.2327642    0.0122954    295.785   204.215    FS
9 -0.27722521D+05  412.1147934    0.0146480    292.362   207.638    FS
10 -0.27337304D+05  385.2172451    0.0138955    291.452   208.548    FS
11 -0.26920228D+05  417.0760044    0.0152567    291.784   208.216    FS
12 -0.26507335D+05  412.8928525    0.0153376    292.648   207.352    FS
13 -0.26051887D+05  455.4475850    0.0171819    293.694   206.306    FS
14 -0.25667820D+05  384.0668393    0.0147424    294.800   205.200    FS
15 -0.25340959D+05  326.8612836    0.0127343    295.485   204.515    FS
16 -0.25034788D+05  306.1713424    0.0120821    296.404   203.596    FS
17 -0.24711099D+05  323.6889850    0.0129296    296.859   203.141    FS
18 -0.24396323D+05  314.7753735    0.0127382    298.356   201.644    FS
19 -0.24085717D+05  310.6062804    0.0127317    298.221   201.779    FS
20 -0.23819138D+05  266.5789388    0.0110679    302.197   197.803    FS

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.58346048D+04    0.0000000    0.0000000    137.097   362.903    EM
2 -0.54608716D+04  373.7332143    0.0640546    135.620   364.380    FS
3 -0.51660841D+04  294.7875173    0.0539818    135.058   364.942    FS
4 -0.50219923D+04  144.0917754    0.0278919    141.518   358.482    FS
5 -0.48024726D+04  219.5196539    0.0437117    151.228   348.772    FS
6 -0.46300035D+04  172.4691521    0.0359126    160.712   339.288    FS
7 -0.44874794D+04  142.5240934    0.0307827    165.517   334.483    FS
8 -0.43668071D+04  120.6723028    0.0268909    169.272   330.728    FS
9 -0.42629422D+04  103.8648593    0.0237851    174.784   325.216    FS
10 -0.41689656D+04   93.9766337    0.0220450    181.775   318.225    FS
11 -0.40839297D+04   85.0359387    0.0203974    191.497   308.503    FS
12 -0.40198647D+04   64.0649546    0.0156871    199.596   300.404    FS
13 -0.39698796D+04   49.9851272    0.0124345    206.322   293.678    FS
14 -0.39313924D+04   38.4872198    0.0096948    215.123   284.877    FS
15 -0.39060036D+04   25.3887525    0.0064580    229.008   270.992    FS
16 -0.38947029D+04   11.3007532    0.0028932    251.506   248.494    FS
17 -0.38926675D+04    2.0354035    0.0005226    344.981   155.019    FS
18 -0.38879788D+04    4.6886298    0.0012045    388.273   111.727    FS
19 -0.38861662D+04    1.8125736    0.0004662    384.388   115.612    EM
20 -0.38856600D+04    0.5062517    0.0001303    380.462   119.538    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.58330293D+04    0.0000000    0.0000000    229.600   270.400    EM
2 -0.55477679D+04  285.2614444    0.0489045    185.650   314.350    FS
3 -0.52060231D+04  341.7447991    0.0616004    160.080   339.920    FS
4 -0.49133840D+04  292.6391062    0.0562116    140.666   359.334    FS
5 -0.47282009D+04  185.1831211    0.0376895    123.786   376.214    FS
6 -0.45898443D+04  138.3565460    0.0292620    125.534   374.466    FS
7 -0.44925440D+04   97.3002890    0.0211990    154.877   345.123    FS
8 -0.44229692D+04   69.5748164    0.0154867    157.704   342.296    FS
9 -0.43603445D+04   62.6247459    0.0141590    189.325   310.675    FS
10 -0.43143402D+04   46.0042443    0.0105506    186.644   313.356    FS
11 -0.42761278D+04   38.2124228    0.0088571    194.155   305.845    FS
12 -0.42386723D+04   37.4555007    0.0087592    189.330   310.670    FS
13 -0.42036979D+04   34.9744054    0.0082513    201.161   298.839    FS
14 -0.41670246D+04   36.6732425    0.0087240    191.261   308.739    FS
15 -0.41411505D+04   25.8741033    0.0062093    217.929   282.071    FS
16 -0.41061769D+04   34.9736348    0.0084454    195.682   304.318    FS
17 -0.39149458D+04  191.2310806    0.0465716    198.203   301.797    EM
18 -0.38945679D+04   20.3779497    0.0052052    199.899   300.101    EM
19 -0.38914612D+04    3.1066850    0.0007977    201.878   298.122    EM
20 -0.38904434D+04    1.0177895    0.0002615    204.167   295.833    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.12497307D+05    0.0000000    0.0000000    389.344   110.656    EM
2 -0.12120166D+05  377.1408998    0.0301778    394.653   105.347    FS
3 -0.11749747D+05  370.4193864    0.0305622    399.087   100.913    FS
4 -0.11729236D+05   20.5114255    0.0017457    400.488    99.512    FS
5 -0.11250437D+05  478.7983972    0.0408209    400.724    99.276    FS
6 -0.10848510D+05  401.9267669    0.0357254    401.734    98.266    FS
7 -0.10461711D+05  386.7992838    0.0356546    402.907    97.093    FS
8 -0.10078767D+05  382.9441733    0.0366044    404.060    95.940    FS
9 -0.96975446D+04  381.2223010    0.0378243    404.352    95.648    FS
10 -0.93189368D+04  378.6077889    0.0390416    403.447    96.553    FS
11 -0.89440045D+04  374.9323187    0.0402334    401.180    98.820    FS
12 -0.85726374D+04  371.3671034    0.0415213    397.475   102.525    FS
13 -0.82062596D+04  366.3777777    0.0427380    391.784   108.216    FS
14 -0.78456621D+04  360.5975232    0.0439418    384.028   115.972    FS
15 -0.74921185D+04  353.5436045    0.0450623    377.248   122.752    FS
16 -0.71474168D+04  344.7017096    0.0460086    383.265   116.735    FS
17 -0.68116903D+04  335.7264834    0.0469717    392.060   107.940    FS
18 -0.64888441D+04  322.8461800    0.0473959    398.023   101.977    FS
19 -0.61819266D+04  306.9174687    0.0472993    397.622   102.378    FS
20 -0.58938553D+04  288.0713284    0.0465990    397.308   102.692    FS

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.21412210D+05    0.0000000    0.0000000     43.096   456.904    EM
2 -0.16858214D+05 4553.9961821    0.2126822     39.993   460.007    FS
3 -0.14043058D+05 2815.1556586    0.1669902     40.251   459.749    FS
4 -0.13474349D+05  568.7088806    0.0404975     40.542   459.458    FS
5 -0.13142957D+05  331.3923854    0.0245943     39.511   460.489    FS
6 -0.12888779D+05  254.1777375    0.0193395     39.811   460.189    FS
7 -0.12676998D+05  211.7812345    0.0164314     41.509   458.491    FS
8 -0.12492781D+05  184.2165371    0.0145316     43.516   456.484    FS
9 -0.12320985D+05  171.7961608    0.0137516     45.457   454.543    FS
10 -0.12157655D+05  163.3303060    0.0132563     46.922   453.078    FS
11 -0.11996570D+05  161.0847589    0.0132497     47.935   452.065    FS
12 -0.11834626D+05  161.9443908    0.0134992     49.214   450.786    FS
13 -0.11672666D+05  161.9600841    0.0136853     50.462   449.538    FS
14 -0.11515682D+05  156.9835541    0.0134488     51.481   448.519    FS
15 -0.11365552D+05  150.1302258    0.0130370     52.088   447.912    FS
16 -0.11223279D+05  142.2728122    0.0125179     52.752   447.248    FS
17 -0.11085698D+05  137.5807637    0.0122585     53.181   446.819    FS
18 -0.10949534D+05  136.1638317    0.0122828     54.675   445.325    FS
19 -0.10816387D+05  133.1474127    0.0121601     55.273   444.727    FS
20 -0.10686614D+05  129.7733384    0.0119978     56.226   443.774    FS

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.55228244D+04    0.0000000    0.0000000    422.293    77.707    EM
2 -0.52247750D+04  298.0493311    0.0539668    445.968    54.032    FS
3 -0.49707903D+04  253.9847768    0.0486116    465.141    34.859    FS
4 -0.49522091D+04   18.5812008    0.0037381    459.021    40.979    FS
5 -0.47003168D+04  251.8922905    0.0508646    462.904    37.096    FS
6 -0.45496341D+04  150.6827054    0.0320580    469.079    30.921    FS
7 -0.44171874D+04  132.4467037    0.0291115    476.165    23.835    FS
8 -0.43086807D+04  108.5066499    0.0245646    479.489    20.511    FS
9 -0.42144902D+04   94.1904923    0.0218606    482.419    17.581    FS
10 -0.41295849D+04   84.9052867    0.0201460    484.935    15.065    FS
11 -0.40544842D+04   75.1006957    0.0181860    487.117    12.883    FS
12 -0.39944649D+04   60.0193831    0.0148032    488.690    11.310    FS
13 -0.39558543D+04   38.6105773    0.0096660    489.157    10.843    FS
14 -0.39333730D+04   22.4812953    0.0056830    489.959    10.041    FS
15 -0.39200703D+04   13.3026413    0.0033820    491.639     8.361    FS
16 -0.39165456D+04    3.5247168    0.0008991    491.943     8.057    FS
17 -0.39127552D+04    3.7903928    0.0009678    491.971     8.029    FS
18 -0.39101148D+04    2.6404281    0.0006748    491.972     8.028    FS
19 -0.39093052D+04    0.8095793    0.0002070    491.996     8.004    FS

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.61516794D+04    0.0000000    0.0000000    469.706    30.294    EM
2 -0.57645772D+04  387.1021920    0.0629263    480.490    19.510    FS
3 -0.54625224D+04  302.0548193    0.0523984    488.191    11.809    FS
4 -0.53035676D+04  158.9548103    0.0290992    489.854    10.146    FS
5 -0.49462790D+04  357.2885342    0.0673676    481.112    18.888    FS
6 -0.47399733D+04  206.3057278    0.0417093    482.195    17.805    FS
7 -0.45301481D+04  209.8252134    0.0442672    482.033    17.967    FS
8 -0.43568409D+04  173.3071647    0.0382564    481.635    18.365    FS
9 -0.42215269D+04  135.3139733    0.0310578    481.095    18.905    FS
10 -0.41072790D+04  114.2478935    0.0270632    481.060    18.940    FS
11 -0.40237044D+04   83.5746222    0.0203479    483.038    16.962    FS
12 -0.39656457D+04   58.0586789    0.0144292    485.306    14.694    FS
13 -0.39330119D+04   32.6338818    0.0082291    488.140    11.860    FS
14 -0.39164295D+04   16.5823758    0.0042162    489.733    10.267    FS
15 -0.39071681D+04    9.2613625    0.0023647    490.902     9.098    FS
16 -0.39029854D+04    4.1827691    0.0010705    492.961     7.039    FS
17 -0.38986885D+04    4.2968756    0.0011009    493.853     6.147    EM
18 -0.38974735D+04    1.2149421    0.0003116    494.255     5.745    EM
19 -0.38971661D+04    0.3074182    0.0000789    494.516     5.484    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.78691861D+04    0.0000000    0.0000000    254.450   245.550    EM
2 -0.74403372D+04  428.8488786    0.0544972    239.363   260.637    FS
3 -0.70722902D+04  368.0470417    0.0494664    230.275   269.725    FS
4 -0.67286995D+04  343.5906942    0.0485827    217.412   282.588    FS
5 -0.63796537D+04  349.0457674    0.0518742    222.252   277.748    FS
6 -0.60716483D+04  308.0054828    0.0482793    244.253   255.747    FS
7 -0.59609369D+04  110.7113157    0.0182341    299.475   200.525    FS
8 -0.57129032D+04  248.0337499    0.0416099    353.638   146.362    FS
9 -0.54879825D+04  224.9206595    0.0393706    340.412   159.588    FS
10 -0.53108679D+04  177.1145924    0.0322732    346.165   153.835    FS
11 -0.51625602D+04  148.3077309    0.0279253    342.231   157.769    FS
12 -0.50344287D+04  128.1315137    0.0248194    346.483   153.517    FS
13 -0.49172210D+04  117.2076670    0.0232812    347.005   152.995    FS
14 -0.48133817D+04  103.8393242    0.0211175    347.540   152.460    FS
15 -0.47257488D+04   87.6328628    0.0182061    347.836   152.164    FS
16 -0.46432605D+04   82.4883141    0.0174551    351.666   148.334    FS
17 -0.45880402D+04   55.2203778    0.0118926    346.858   153.142    FS
18 -0.45255964D+04   62.4437487    0.0136101    351.671   148.329    FS
19 -0.44729624D+04   52.6339655    0.0116303    345.257   154.743    FS
20 -0.44181830D+04   54.7794578    0.0122468    348.195   151.805    FS

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.28396937D+05    0.0000000    0.0000000    290.415   209.585    EM
2 -0.15357125D+05 ************    0.4591978    297.838   202.162    FS
3 -0.13294540D+05 2062.5850577    0.1343080    299.735   200.265    FS
4 -0.12869842D+05  424.6975088    0.0319453    298.900   201.100    FS
5 -0.12495921D+05  373.9211345    0.0290541    299.255   200.745    FS
6 -0.12136986D+05  358.9344525    0.0287241    299.052   200.948    FS
7 -0.11791847D+05  345.1389520    0.0284370    299.446   200.554    FS
8 -0.11462378D+05  329.4697076    0.0279405    299.529   200.471    FS
9 -0.11138236D+05  324.1416982    0.0282787    299.533   200.467    FS
10 -0.10837915D+05  300.3213893    0.0269631    299.464   200.536    FS
11 -0.10553322D+05  284.5923376    0.0262590    299.356   200.644    FS
12 -0.10292884D+05  260.4381015    0.0246783    299.579   200.421    FS
13 -0.10053042D+05  239.8424015    0.0233018    299.655   200.345    FS
14 -0.98312881D+04  221.7537046    0.0220584    298.484   201.516    FS
15 -0.96320098D+04  199.2783220    0.0202698    298.166   201.834    FS
16 -0.94511637D+04  180.8461441    0.0187755    298.306   201.694    FS
17 -0.92884937D+04  162.6700013    0.0172116    298.750   201.250    FS
18 -0.91352860D+04  153.2076369    0.0164943    298.345   201.655    FS
19 -0.89943365D+04  140.9494888    0.0154291    299.072   200.928    FS
20 -0.88579748D+04  136.3617086    0.0151608    298.837   201.163    FS

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.66109140D+04    0.0000000    0.0000000    189.000   311.000    EM
2 -0.60559766D+04  554.9373717    0.0839426    238.063   261.937    FS
3 -0.56608111D+04  395.1655033    0.0652522    300.119   199.881    FS
4 -0.53153364D+04  345.4747641    0.0610292    351.249   148.751    FS
5 -0.49718388D+04  343.4975356    0.0646239    384.214   115.786    FS
6 -0.46485534D+04  323.2853896    0.0650233    311.735   188.265    FS
7 -0.43552515D+04  293.3019926    0.0630953    100.432   399.568    FS
8 -0.40718557D+04  283.3957985    0.0650699     70.753   429.247    FS
9 -0.39849227D+04   86.9329177    0.0213497     53.931   446.069    FS
10 -0.39451568D+04   39.7659308    0.0099791     47.069   452.931    FS
11 -0.39233897D+04   21.7670923    0.0055174     35.586   464.414    FS
12 -0.39090002D+04   14.3894985    0.0036676     23.823   476.177    FS
13 -0.39048349D+04    4.1652812    0.0010656     25.175   474.825    FS
14 -0.39022229D+04    2.6120751    0.0006689     41.968   458.032    FS
15 -0.38992302D+04    2.9926231    0.0007669     72.285   427.715    FS
16 -0.38982273D+04    1.0029222    0.0002572    181.917   318.083    FS
17 -0.38937677D+04    4.4596467    0.0011440    217.468   282.532    FS
18 -0.38924722D+04    1.2955089    0.0003327    262.772   237.228    FS
19 -0.38917220D+04    0.7501193    0.0001927    264.058   235.942    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.61318109D+04    0.0000000    0.0000000    279.757   220.243    EM
2 -0.58614745D+04  270.3363642    0.0440875    286.323   213.677    FS
3 -0.55279489D+04  333.5256858    0.0569013    290.662   209.338    FS
4 -0.51889622D+04  338.9866091    0.0613223    297.180   202.820    FS
5 -0.48901171D+04  298.8451462    0.0575925    300.562   199.438    FS
6 -0.46324347D+04  257.6824206    0.0526945    304.111   195.889    FS
7 -0.44121657D+04  220.2690146    0.0475493    306.186   193.814    FS
8 -0.42306524D+04  181.5132445    0.0411393    308.650   191.350    FS
9 -0.40834310D+04  147.2213695    0.0347987    309.768   190.232    FS
10 -0.39749468D+04  108.4842839    0.0265669    308.533   191.467    FS
11 -0.39119176D+04   63.0291555    0.0158566    304.082   195.918    FS
12 -0.38843273D+04   27.5903019    0.0070529    301.130   198.870    FS
13 -0.38814617D+04    2.8655819    0.0007377    317.410   182.590    FS
14 -0.38813425D+04    0.1192657    0.0000307    316.623   183.377    FS

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.76730104D+04    0.0000000    0.0000000    369.857   130.143    EM
2 -0.68219999D+04  851.0105086    0.1109096    369.942   130.058    FS
3 -0.64364676D+04  385.5322433    0.0565131    375.810   124.190    FS
4 -0.60223403D+04  414.1272778    0.0643408    386.405   113.595    FS
5 -0.41675784D+04 1854.7619395    0.3079803    394.806   105.194    EM
6 -0.40534890D+04  114.0894178    0.0273755    405.817    94.183    EM
7 -0.40162695D+04   37.2194624    0.0091821    416.163    83.837    EM
8 -0.39928674D+04   23.4021310    0.0058268    424.547    75.453    EM
9 -0.39750443D+04   17.8230631    0.0044637    431.212    68.788    EM
10 -0.39607220D+04   14.3223326    0.0036031    436.519    63.481    EM
11 -0.39490122D+04   11.7097959    0.0029565    440.728    59.272    EM
12 -0.39393532D+04    9.6590497    0.0024459    444.061    55.939    EM
13 -0.39313375D+04    8.0156713    0.0020348    446.695    53.305    EM
14 -0.39246678D+04    6.6696515    0.0016965    448.770    51.230    EM
15 -0.39191177D+04    5.5501529    0.0014142    450.394    49.606    EM
16 -0.39145065D+04    4.6111702    0.0011766    451.653    48.347    EM
17 -0.39106856D+04    3.8208965    0.0009761    452.615    47.385    EM
18 -0.39075296D+04    3.1560531    0.0008070    453.333    46.667    EM
19 -0.39049310D+04    2.5985975    0.0006650    453.847    46.153    EM
20 -0.39027972D+04    2.1337878    0.0005464    454.189    45.811    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.70730849D+04    0.0000000    0.0000000    342.452   157.548    EM
2 -0.64308281D+04  642.2567977    0.0908029    389.284   110.716    FS
3 -0.60614889D+04  369.3392321    0.0574326    429.619    70.381    FS
4 -0.56978679D+04  363.6209560    0.0599887    453.753    46.247    FS
5 -0.54073677D+04  290.5001860    0.0509840    461.074    38.926    FS
6 -0.51256352D+04  281.7324859    0.0521016    458.145    41.855    FS
7 -0.48369225D+04  288.7127386    0.0563272    461.760    38.240    FS
8 -0.46138210D+04  223.1014966    0.0461247    472.913    27.087    FS
9 -0.44030221D+04  210.7989266    0.0456886    487.114    12.886    FS
10 -0.42469182D+04  156.1038807    0.0354538    493.687     6.313    FS
11 -0.41317755D+04  115.1426314    0.0271120    496.721     3.279    FS
12 -0.41315708D+04    0.2047248    0.0000495    499.133     0.867    FS

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.46961768D+04    0.0000000    0.0000000    202.864   297.136    EM
2 -0.43469068D+04  349.2699724    0.0743733    140.101   359.899    FS
3 -0.41964717D+04  150.4351507    0.0346074      0.248   499.752    FS
4 -0.40811137D+04  115.3579675    0.0274893      1.000   499.000    FS
5 -0.40017336D+04   79.3801114    0.0194506      1.000   499.000    EM
6 -0.39861903D+04   15.5432894    0.0038841      1.000   499.000    EM
7 -0.39724935D+04   13.6968074    0.0034361      1.000   499.000    EM
8 -0.39604083D+04   12.0852067    0.0030422      1.000   499.000    EM
9 -0.39498440D+04   10.5642715    0.0026675      1.000   499.000    EM
10 -0.39407007D+04    9.1432829    0.0023148      1.000   499.000    EM
11 -0.39328618D+04    7.8388962    0.0019892      1.000   499.000    EM
12 -0.39262010D+04    6.6608833    0.0016936      1.000   499.000    EM
13 -0.39205884D+04    5.6125176    0.0014295      1.000   499.000    EM
14 -0.39158966D+04    4.6918792    0.0011967      1.000   499.000    EM
15 -0.39120034D+04    3.8931799    0.0009942      1.000   499.000    EM
16 -0.39087954D+04    3.2079577    0.0008200      1.000   499.000    EM
17 -0.39061693D+04    2.6260970    0.0006718      1.000   499.000    EM
18 -0.39040327D+04    2.1366654    0.0005470      1.000   499.000    EM
19 -0.39023041D+04    1.7285661    0.0004428      1.000   499.000    EM
20 -0.39009131D+04    1.3910201    0.0003565      1.000   499.000    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.70882547D+04    0.0000000    0.0000000    174.423   325.577    EM
2 -0.66799009D+04  408.3538271    0.0576099    158.984   341.016    FS
3 -0.63461840D+04  333.7168889    0.0499584    149.455   350.545    FS
4 -0.60198605D+04  326.3234754    0.0514204    142.482   357.518    FS
5 -0.56597391D+04  360.1214645    0.0598222    134.364   365.636    FS
6 -0.53585661D+04  301.1729647    0.0532132    123.084   376.916    FS
7 -0.51016126D+04  256.9535198    0.0479519    115.821   384.179    FS
8 -0.48735682D+04  228.0443738    0.0447004    112.476   387.524    FS
9 -0.46843511D+04  189.2171596    0.0388252    109.668   390.332    FS
10 -0.45272881D+04  157.0629280    0.0335293    111.074   388.926    FS
11 -0.44019690D+04  125.3191446    0.0276808    117.175   382.825    FS
12 -0.42999725D+04  101.9964368    0.0231706    115.892   384.108    FS
13 -0.42181265D+04   81.8460330    0.0190341    106.598   393.402    FS
14 -0.41520508D+04   66.0757516    0.0156647    104.724   395.276    FS
15 -0.40945684D+04   57.4823974    0.0138443    108.237   391.763    FS
16 -0.40395883D+04   54.9800295    0.0134276    117.627   382.373    FS
17 -0.39886344D+04   50.9539693    0.0126137    126.406   373.594    FS
18 -0.39438989D+04   44.7354365    0.0112157    130.443   369.557    FS
19 -0.38948392D+04   49.0596969    0.0124394    130.677   369.323    EM
20 -0.38900577D+04    4.7815472    0.0012277    131.118   368.882    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.52130510D+04    0.0000000    0.0000000    221.587   278.413    EM
2 -0.49444019D+04  268.6490483    0.0515339    217.914   282.086    FS
3 -0.41911966D+04  753.2052875    0.1523350    218.800   281.200    EM
4 -0.40509147D+04  140.2818959    0.0334706    219.512   280.488    EM
5 -0.40071917D+04   43.7230876    0.0107934    218.028   281.972    EM
6 -0.39772586D+04   29.9330336    0.0074698    217.071   282.929    EM
7 -0.39618311D+04   15.4275066    0.0038789    216.098   283.902    EM
8 -0.39517788D+04   10.0523127    0.0025373    215.090   284.910    EM
9 -0.39448134D+04    6.9653762    0.0017626    214.197   285.803    EM
10 -0.39398322D+04    4.9812056    0.0012627    213.505   286.495    EM
11 -0.39361708D+04    3.6614223    0.0009293    213.062   286.938    EM
12 -0.39334030D+04    2.7678007    0.0007032    212.892   287.108    EM
13 -0.39312553D+04    2.1477340    0.0005460    213.002   286.998    EM
14 -0.39295432D+04    1.7120429    0.0004355    213.390   286.610    EM
15 -0.39281363D+04    1.4069652    0.0003580    214.050   285.950    EM
16 -0.39269459D+04    1.1903936    0.0003030    214.970   285.030    EM
17 -0.39259112D+04    1.0346878    0.0002635    216.134   283.866    EM
18 -0.39249900D+04    0.9211582    0.0002346    217.519   282.481    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.22332697D+05    0.0000000    0.0000000    456.633    43.367    EM
2 -0.13034599D+05 9298.0978790    0.4163446    470.520    29.480    FS
3 -0.12361525D+05  673.0740182    0.0516375    475.595    24.405    FS
4 -0.11932992D+05  428.5334731    0.0346667    476.385    23.615    FS
5 -0.11544250D+05  388.7414832    0.0325770    478.470    21.530    FS
6 -0.11170317D+05  373.9333539    0.0323913    478.782    21.218    FS
7 -0.10801224D+05  369.0928172    0.0330423    477.955    22.045    FS
8 -0.10445718D+05  355.5066878    0.0329136    479.479    20.521    FS
9 -0.10110265D+05  335.4523649    0.0321139    477.806    22.194    FS
10 -0.98121124D+04  298.1527726    0.0294901    482.122    17.878    FS
11 -0.95425552D+04  269.5572016    0.0274719    481.155    18.845    FS
12 -0.92554566D+04  287.0986830    0.0300861    476.654    23.346    FS
13 -0.89833373D+04  272.1192433    0.0294010    470.378    29.622    FS
14 -0.87732378D+04  210.0995537    0.0233877    477.237    22.763    FS
15 -0.87163075D+04   56.9302918    0.0064891    470.591    29.409    FS
16 -0.84708748D+04  245.4327049    0.0281579    446.280    53.720    FS
17 -0.82554619D+04  215.4128700    0.0254298    416.770    83.230    FS
18 -0.81226006D+04  132.8612992    0.0160937    409.652    90.348    FS
19 -0.64997800D+04 1622.8206164    0.1997908    428.797    71.203    EM
20 -0.49459557D+04 1553.8242248    0.2390580    433.814    66.186    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.52000200D+05    0.0000000    0.0000000    298.894   201.106    EM
2 -0.16520407D+05 ************    0.6823011    335.560   164.440    FS
3 -0.13881435D+05 2638.9726108    0.1597402    338.456   161.544    FS
4 -0.13503549D+05  377.8850503    0.0272223    337.549   162.451    FS
5 -0.13155184D+05  348.3649819    0.0257980    339.739   160.261    FS
6 -0.12834819D+05  320.3650814    0.0243528    342.162   157.838    FS
7 -0.12527938D+05  306.8812964    0.0239101    345.321   154.679    FS
8 -0.12235169D+05  292.7688317    0.0233693    349.725   150.275    FS
9 -0.11954322D+05  280.8473745    0.0229541    354.832   145.168    FS
10 -0.11687088D+05  267.2337067    0.0223546    358.885   141.115    FS
11 -0.11431836D+05  255.2518112    0.0218405    361.987   138.013    FS
12 -0.11192082D+05  239.7544824    0.0209725    364.648   135.352    FS
13 -0.10966310D+05  225.7718698    0.0201725    367.105   132.895    FS
14 -0.10753596D+05  212.7145011    0.0193971    369.271   130.729    FS
15 -0.10554020D+05  199.5755780    0.0185590    371.044   128.956    FS
16 -0.10367483D+05  186.5366327    0.0176745    372.602   127.398    FS
17 -0.10187110D+05  180.3737723    0.0173980    374.101   125.899    FS
18 -0.10022707D+05  164.4027931    0.0161383    375.172   124.828    FS
19 -0.98625561D+04  160.1506402    0.0159788    376.385   123.615    FS
20 -0.97126458D+04  149.9103175    0.0151999    377.608   122.392    FS

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.67856412D+04    0.0000000    0.0000000    340.790   159.210    EM
2 -0.62071799D+04  578.4613509    0.0852479    385.425   114.575    FS
3 -0.58474611D+04  359.7187688    0.0579520    415.270    84.730    FS
4 -0.55101116D+04  337.3494868    0.0576916    436.673    63.327    FS
5 -0.51582501D+04  351.8615276    0.0638574    450.738    49.262    FS
6 -0.48171429D+04  341.1071490    0.0661285    455.326    44.674    FS
7 -0.45598632D+04  257.2797229    0.0534092    460.690    39.310    FS
8 -0.43599466D+04  199.9165748    0.0438427    468.961    31.039    FS
9 -0.42091446D+04  150.8020201    0.0345880    477.139    22.861    FS
10 -0.40866817D+04  122.4628978    0.0290945    485.643    14.357    FS
11 -0.40072739D+04   79.4078529    0.0194309    489.696    10.304    FS
12 -0.39551376D+04   52.1362898    0.0130104    489.547    10.453    FS
13 -0.39446526D+04   10.4849300    0.0026510    479.524    20.476    FS
14 -0.39095736D+04   35.0790288    0.0088928    486.295    13.705    FS
15 -0.38978487D+04   11.7249073    0.0029990    485.280    14.720    FS
16 -0.38944692D+04    3.3794878    0.0008670    484.376    15.624    EM
17 -0.38934398D+04    1.0293760    0.0002643    483.351    16.649    EM
18 -0.38926073D+04    0.8325454    0.0002138    482.236    17.764    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 21

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.57657343D+04    0.0000000    0.0000000     31.914   468.086    EM
2 -0.50128845D+04  752.8498383    0.1305731      2.566   497.434    FS
3 -0.44487343D+04  564.1501367    0.1125400      2.233   497.767    EM
4 -0.43760644D+04   72.6699306    0.0163350      2.451   497.549    EM
5 -0.43313596D+04   44.7048033    0.0102158      2.615   497.385    EM
6 -0.42942832D+04   37.0763761    0.0085600      2.803   497.197    EM
7 -0.42623437D+04   31.9395310    0.0074377      3.009   496.991    EM
8 -0.42342371D+04   28.1066288    0.0065942      3.211   496.789    EM
9 -0.42087621D+04   25.4749968    0.0060164      3.393   496.607    EM
10 -0.41850871D+04   23.6749986    0.0056252      3.535   496.465    EM
11 -0.41627190D+04   22.3680131    0.0053447      3.628   496.372    EM
12 -0.41414100D+04   21.3090292    0.0051190      3.684   496.316    EM
13 -0.41210873D+04   20.3226827    0.0049072      3.716   496.284    EM
14 -0.41017820D+04   19.3053133    0.0046845      3.733   496.267    EM
15 -0.40835720D+04   18.2100177    0.0044395      3.740   496.260    EM
16 -0.40665403D+04   17.0317279    0.0041708      3.736   496.264    EM
17 -0.40507521D+04   15.7881287    0.0038824      3.719   496.281    EM
18 -0.40362460D+04   14.5061746    0.0035811      3.690   496.310    EM
19 -0.40230313D+04   13.2147215    0.0032740      3.649   496.351    EM
20 -0.40110908D+04   11.9404635    0.0029680      3.597   496.403    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 22

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.72791894D+04    0.0000000    0.0000000    265.125   234.875    EM
2 -0.69017420D+04  377.4473895    0.0518529    261.387   238.613    FS
3 -0.65891411D+04  312.6008382    0.0452930    256.756   243.244    FS
4 -0.63086564D+04  280.4846962    0.0425677    250.723   249.277    FS
5 -0.60565954D+04  252.0610902    0.0399548    242.146   257.854    FS
6 -0.58317716D+04  224.8238013    0.0371205    230.158   269.842    FS
7 -0.56331269D+04  198.6446442    0.0340625    215.577   284.423    FS
8 -0.54594214D+04  173.7054835    0.0308364    201.766   298.234    FS
9 -0.53104062D+04  149.0151902    0.0272951    192.892   307.108    FS
10 -0.51829658D+04  127.4404038    0.0239982    191.578   308.422    FS
11 -0.50735458D+04  109.4200590    0.0211115    196.457   303.543    FS
12 -0.49816159D+04   91.9298672    0.0181195    202.605   297.395    FS
13 -0.49025417D+04   79.0741893    0.0158732    208.227   291.773    FS
14 -0.48308560D+04   71.6857454    0.0146222    214.245   285.755    FS
15 -0.47640210D+04   66.8349233    0.0138350    218.911   281.089    FS
16 -0.47006126D+04   63.4084263    0.0133099    223.341   276.659    FS
17 -0.46394075D+04   61.2050884    0.0130207    226.704   273.296    FS
18 -0.45795523D+04   59.8552331    0.0129015    229.398   270.602    FS
19 -0.45207157D+04   58.8365953    0.0128477    231.239   268.761    FS
20 -0.44641290D+04   56.5867025    0.0125172    232.914   267.086    FS

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 23

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.62746929D+04    0.0000000    0.0000000    205.970   294.030    EM
2 -0.59308744D+04  343.8184515    0.0547945    204.994   295.006    FS
3 -0.56113266D+04  319.5478572    0.0538787    205.844   294.156    FS
4 -0.53207754D+04  290.5512161    0.0517794    208.788   291.212    FS
5 -0.50695318D+04  251.2435296    0.0472193    215.636   284.364    FS
6 -0.48809061D+04  188.6257734    0.0372077    229.355   270.645    FS
7 -0.47282014D+04  152.7046659    0.0312861    244.184   255.816    FS
8 -0.46145177D+04  113.6837203    0.0240438    253.358   246.642    FS
9 -0.45323801D+04   82.1376221    0.0177998    254.237   245.763    FS
10 -0.44617511D+04   70.6289047    0.0155832    251.702   248.298    FS
11 -0.43991612D+04   62.5899954    0.0140281    249.614   250.386    FS
12 -0.43420850D+04   57.0761510    0.0129743    248.354   251.646    FS
13 -0.42879825D+04   54.1025232    0.0124600    248.418   251.582    FS
14 -0.42341559D+04   53.8265381    0.0125529    249.604   250.396    FS
15 -0.41816824D+04   52.4734966    0.0123929    252.350   247.650    FS
16 -0.41298947D+04   51.7877377    0.0123844    255.843   244.157    FS
17 -0.40847585D+04   45.1362130    0.0109291    258.842   241.158    FS
18 -0.40491171D+04   35.6413482    0.0087254    259.906   240.094    FS
19 -0.40201083D+04   29.0088730    0.0071642    259.595   240.405    FS
20 -0.39957834D+04   24.3248604    0.0060508    258.107   241.893    FS

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 24

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.48053659D+04    0.0000000    0.0000000    216.560   283.440    EM
2 -0.44785011D+04  326.8647410    0.0680208    229.169   270.831    FS
3 -0.42757114D+04  202.7897935    0.0452807    210.403   289.597    FS
4 -0.41696228D+04  106.0885630    0.0248119    179.607   320.393    FS
5 -0.40424711D+04  127.1517271    0.0304948    194.891   305.109    FS
6 -0.39800180D+04   62.4530172    0.0154492    195.062   304.938    FS
7 -0.39340457D+04   45.9723855    0.0115508    192.182   307.818    FS
8 -0.39094674D+04   24.5782885    0.0062476    191.634   308.366    FS
9 -0.38993722D+04   10.0951815    0.0025822    194.529   305.471    FS
10 -0.38820756D+04   17.2965612    0.0044357    194.291   305.709    EM
11 -0.38814072D+04    0.6684067    0.0001722    181.900   318.100    FS

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 25

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.54543603D+04    0.0000000    0.0000000    187.172   312.828    EM
2 -0.51985853D+04  255.7749443    0.0468937    175.403   324.597    FS
3 -0.49665315D+04  232.0537883    0.0446379    157.744   342.256    FS
4 -0.47179696D+04  248.5619859    0.0500474    154.730   345.270    FS
5 -0.45150048D+04  202.9647597    0.0430195    158.123   341.877    FS
6 -0.43733839D+04  141.6209224    0.0313667    166.313   333.687    FS
7 -0.42628030D+04  110.5808759    0.0252850    186.421   313.579    FS
8 -0.41756584D+04   87.1446232    0.0204430    196.346   303.654    FS
9 -0.41052775D+04   70.3808721    0.0168550    201.253   298.747    FS
10 -0.40466031D+04   58.6743789    0.0142924    197.664   302.336    FS
11 -0.39958518D+04   50.7512765    0.0125417    192.613   307.387    FS
12 -0.39551185D+04   40.7333472    0.0101939    181.867   318.133    FS
13 -0.39260935D+04   29.0250348    0.0073386    169.427   330.573    FS
14 -0.39123864D+04   13.7071067    0.0034913    149.188   350.812    FS
15 -0.39074021D+04    4.9842887    0.0012740    150.671   349.329    EM
16 -0.39041871D+04    3.2149591    0.0008228    152.118   347.882    EM
17 -0.39016029D+04    2.5842217    0.0006619    153.555   346.445    EM
18 -0.38995015D+04    2.1013808    0.0005386    155.011   344.989    EM
19 -0.38977835D+04    1.7179886    0.0004406    156.505   343.495    EM
20 -0.38963733D+04    1.4102291    0.0003618    158.049   341.951    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 26

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.60328899D+04    0.0000000    0.0000000    288.466   211.534    EM
2 -0.55878919D+04  444.9979783    0.0737620    255.034   244.966    FS
3 -0.52756432D+04  312.2487766    0.0558795    226.870   273.130    FS
4 -0.49746720D+04  300.9711684    0.0570492    217.873   282.127    FS
5 -0.47161377D+04  258.5343423    0.0519701    210.655   289.345    FS
6 -0.44491592D+04  266.9785110    0.0566096    211.546   288.454    FS
7 -0.42576096D+04  191.5495493    0.0430530    201.515   298.485    FS
8 -0.41282926D+04  129.3170390    0.0303732    192.848   307.152    FS
9 -0.40345593D+04   93.7332939    0.0227051    181.484   318.516    FS
10 -0.39774936D+04   57.0657147    0.0141442    164.393   335.607    FS
11 -0.39341589D+04   43.3346419    0.0108950    136.658   363.342    FS
12 -0.39153552D+04   18.8037167    0.0047796     92.434   407.566    FS
13 -0.39024000D+04   12.9551696    0.0033088    159.715   340.285    FS
14 -0.38949669D+04    7.4330988    0.0019048     97.610   402.390    FS
15 -0.38913013D+04    3.6656106    0.0009411     97.974   402.026    EM
16 -0.38898361D+04    1.4652316    0.0003765     98.810   401.190    EM
17 -0.38888422D+04    0.9938423    0.0002555     99.850   400.150    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 27

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.61524383D+04    0.0000000    0.0000000    227.607   272.393    EM
2 -0.53320634D+04  820.3749037    0.1333414    203.259   296.741    FS
3 -0.49911197D+04  340.9436660    0.0639422    155.662   344.338    FS
4 -0.46385728D+04  352.5469181    0.0706348    104.658   395.342    FS
5 -0.42865167D+04  352.0561541    0.0758975    110.588   389.412    EM
6 -0.41778157D+04  108.7009318    0.0253588    122.113   377.887    EM
7 -0.41171541D+04   60.6616510    0.0145199    135.888   364.112    EM
8 -0.40732639D+04   43.8901873    0.0106603    150.091   349.909    EM
9 -0.40378493D+04   35.4146013    0.0086944    163.497   336.503    EM
10 -0.40084130D+04   29.4363413    0.0072901    175.525   324.475    EM
11 -0.39837595D+04   24.6534783    0.0061504    186.087   313.913    EM
12 -0.39631458D+04   20.6136471    0.0051744    195.348   304.652    EM
13 -0.39460422D+04   17.1036579    0.0043157    203.515   296.485    EM
14 -0.39320140D+04   14.0281995    0.0035550    210.760   289.240    EM
15 -0.39206613D+04   11.3526790    0.0028872    217.207   282.793    EM
16 -0.39115994D+04    9.0618726    0.0023113    222.953   277.047    EM
17 -0.39044616D+04    7.1378596    0.0018248    228.073   271.927    EM
18 -0.38989083D+04    5.5532869    0.0014223    232.630   267.370    EM
19 -0.38946359D+04    4.2723625    0.0010958    236.681   263.319    EM
20 -0.38913814D+04    3.2544740    0.0008356    240.277   259.723    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 28

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.55790386D+04    0.0000000    0.0000000    240.292   259.708    EM
2 -0.51333325D+04  445.7060836    0.0798894    233.089   266.911    FS
3 -0.48530521D+04  280.2804077    0.0546001    221.181   278.819    FS
4 -0.46235040D+04  229.5480679    0.0472997    209.253   290.747    FS
5 -0.43988406D+04  224.6634138    0.0485916    168.854   331.146    FS
6 -0.42170922D+04  181.7483467    0.0413173    100.876   399.124    FS
7 -0.40712833D+04  145.8089518    0.0345757     51.165   448.835    FS
8 -0.39460865D+04  125.1968340    0.0307512     49.500   450.500    EM
9 -0.39059635D+04   40.1229435    0.0101678     46.805   453.195    EM
10 -0.39021811D+04    3.7824356    0.0009684     43.345   456.655    EM
11 -0.38999927D+04    2.1883725    0.0005608     40.330   459.670    EM
12 -0.38985472D+04    1.4455350    0.0003707     37.899   462.101    EM
13 -0.38973886D+04    1.1585811    0.0002972     35.962   464.038    EM
14 -0.38964081D+04    0.9805189    0.0002516     34.471   465.529    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 29

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.57779036D+04    0.0000000    0.0000000    344.233   155.767    EM
2 -0.50676979D+04  710.2056556    0.1229175    358.616   141.384    FS
3 -0.48486744D+04  219.0235747    0.0432195    366.464   133.536    FS
4 -0.46067156D+04  241.9587894    0.0499020    381.886   118.114    FS
5 -0.43950940D+04  211.6215413    0.0459376    386.529   113.471    EM
6 -0.43409562D+04   54.1378835    0.0123178    389.790   110.210    EM
7 -0.42983079D+04   42.6482092    0.0098246    393.493   106.507    EM
8 -0.42606258D+04   37.6821680    0.0087667    396.852   103.148    EM
9 -0.42268879D+04   33.7378977    0.0079185    399.574   100.426    EM
10 -0.41950865D+04   31.8013779    0.0075236    401.933    98.067    EM
11 -0.41647649D+04   30.3216011    0.0072279    404.000    96.000    EM
12 -0.41359571D+04   28.8078389    0.0069170    405.848    94.152    EM
13 -0.41088106D+04   27.1464361    0.0065635    407.555    92.445    EM
14 -0.40836233D+04   25.1873358    0.0061301    409.072    90.928    EM
15 -0.40604783D+04   23.1449787    0.0056678    410.431    89.569    EM
16 -0.40393843D+04   21.0940254    0.0051950    411.734    88.266    EM
17 -0.40189434D+04   20.4408753    0.0050604    413.852    86.148    EM
18 -0.40013738D+04   17.5696605    0.0043717    415.803    84.197    EM
19 -0.39867129D+04   14.6608373    0.0036640    417.373    82.627    EM
20 -0.39740898D+04   12.6231162    0.0031663    418.689    81.311    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 30

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.58763832D+04    0.0000000    0.0000000    115.115   384.885    EM
2 -0.55085715D+04  367.8117507    0.0625915     65.019   434.981    FS
3 -0.52470020D+04  261.5694626    0.0474841     38.019   461.981    FS
4 -0.49306134D+04  316.3885765    0.0602989     31.603   468.397    FS
5 -0.47270531D+04  203.5603567    0.0412850     27.413   472.587    FS
6 -0.45251589D+04  201.8941132    0.0427104     28.059   471.941    FS
7 -0.43872809D+04  137.8780896    0.0304692     23.335   476.665    FS
8 -0.42708156D+04  116.4652455    0.0265461     20.540   479.460    FS
9 -0.41682753D+04  102.5402856    0.0240095     19.439   480.561    FS
10 -0.40974187D+04   70.8566123    0.0169990     17.550   482.450    FS
11 -0.40364738D+04   60.9448998    0.0148740     18.249   481.751    FS
12 -0.39872741D+04   49.1997350    0.0121888     25.960   474.040    FS
13 -0.39517672D+04   35.5068367    0.0089050     35.958   464.042    FS
14 -0.38991031D+04   52.6641635    0.0133267     36.489   463.511    EM
15 -0.38966693D+04    2.4337358    0.0006242     37.020   462.980    EM
16 -0.38961130D+04    0.5563486    0.0001428     37.599   462.401    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 31

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.55341699D+04    0.0000000    0.0000000     31.870   468.130    EM
2 -0.49606278D+04  573.5421308    0.1036365      7.512   492.488    FS
3 -0.47362095D+04  224.4182702    0.0452399      1.593   498.407    FS
4 -0.44470147D+04  289.1948565    0.0610604      0.000   500.000    FS
5 -0.43164369D+04  130.5777314    0.0293630      0.000   500.000    EM
6 -0.42453354D+04   71.1015043    0.0164723      0.000   500.000    EM
7 -0.41822682D+04   63.0672179    0.0148557      0.000   500.000    EM
8 -0.41266784D+04   55.5898131    0.0132918      0.000   500.000    EM
9 -0.40784976D+04   48.1808281    0.0116755      0.000   500.000    EM
10 -0.40376915D+04   40.8061072    0.0100052      0.000   500.000    EM
11 -0.40040319D+04   33.6595176    0.0083363      0.000   500.000    EM
12 -0.39770066D+04   27.0253741    0.0067495      0.000   500.000    EM
13 -0.39558584D+04   21.1481417    0.0053176      0.000   500.000    EM
14 -0.39396928D+04   16.1656363    0.0040865      0.000   500.000    EM
15 -0.39275903D+04   12.1025052    0.0030719      0.000   500.000    EM
16 -0.39186929D+04    8.8973618    0.0022653      0.000   500.000    EM
17 -0.39122540D+04    6.4389312    0.0016431      0.000   500.000    EM
18 -0.39076569D+04    4.5971318    0.0011751      0.000   500.000    EM
19 -0.39044126D+04    3.2442973    0.0008302      0.000   500.000    EM
20 -0.39021456D+04    2.2669806    0.0005806      0.000   500.000    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 32

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.95436385D+04    0.0000000    0.0000000    101.355   398.645    EM
2 -0.86160754D+04  927.5631217    0.0971918     62.359   437.641    FS
3 -0.83446703D+04  271.4050763    0.0314998     49.506   450.494    FS
4 -0.79257454D+04  418.9249491    0.0502027     46.955   453.045    FS
5 -0.74638275D+04  461.9178729    0.0582807     49.990   450.010    FS
6 -0.62430447D+04 1220.7827681    0.1635599     48.063   451.937    EM
7 -0.58452903D+04  397.7544341    0.0637116     46.138   453.862    FS
8 -0.54072263D+04  438.0640503    0.0749431     42.911   457.089    EM
9 -0.51072948D+04  299.9314841    0.0554686     41.534   458.466    EM
10 -0.48629012D+04  244.3935583    0.0478519     40.247   459.753    EM
11 -0.46732172D+04  189.6839985    0.0390063     38.709   461.291    EM
12 -0.45168225D+04  156.3946950    0.0334662     36.955   463.045    EM
13 -0.43974058D+04  119.4167402    0.0264382     34.655   465.345    EM
14 -0.43149900D+04   82.4157425    0.0187419     31.979   468.021    EM
15 -0.42554996D+04   59.4904871    0.0137869     29.192   470.808    EM
16 -0.42042451D+04   51.2544193    0.0120443     26.605   473.395    EM
17 -0.41632033D+04   41.0418135    0.0097620     24.879   475.121    EM
18 -0.41283983D+04   34.8049733    0.0083601     23.644   476.356    EM
19 -0.40979448D+04   30.4535573    0.0073766     22.730   477.270    EM
20 -0.40709937D+04   26.9511005    0.0065767     22.033   477.967    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 33

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.62433046D+04    0.0000000    0.0000000    386.309   113.691    EM
2 -0.56461526D+04  597.1520731    0.0956468    379.254   120.746    FS
3 -0.54027241D+04  243.4284326    0.0431140    357.072   142.928    FS
4 -0.52332668D+04  169.4573102    0.0313652    346.413   153.587    FS
5 -0.46365411D+04  596.7257674    0.1140255    355.945   144.055    EM
6 -0.45616704D+04   74.8706591    0.0161480    363.458   136.542    EM
7 -0.45234443D+04   38.2261364    0.0083799    370.832   129.168    EM
8 -0.44879916D+04   35.4526789    0.0078375    377.887   122.113    EM
9 -0.44524138D+04   35.5778271    0.0079273    385.083   114.917    EM
10 -0.44159685D+04   36.4452319    0.0081855    392.110   107.890    EM
11 -0.43813784D+04   34.5900823    0.0078330    398.112   101.888    EM
12 -0.43476665D+04   33.7119399    0.0076944    403.273    96.727    EM
13 -0.43148591D+04   32.8073900    0.0075460    407.695    92.305    EM
14 -0.42829947D+04   31.8644188    0.0073848    411.490    88.510    EM
15 -0.42522276D+04   30.7670980    0.0071835    414.759    85.241    EM
16 -0.42227297D+04   29.4978579    0.0069370    417.578    82.422    EM
17 -0.41946518D+04   28.0779326    0.0066492    420.009    79.991    EM
18 -0.41681134D+04   26.5383935    0.0063267    422.106    77.894    EM
19 -0.41432003D+04   24.9131152    0.0059771    423.916    76.084    EM
20 -0.41199690D+04   23.2313126    0.0056071    425.479    74.521    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 34

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.65050834D+04    0.0000000    0.0000000    138.319   361.681    EM
2 -0.60068619D+04  498.2214308    0.0765896    142.663   357.337    FS
3 -0.56927929D+04  314.0690519    0.0522850    142.888   357.112    FS
4 -0.46701504D+04 1022.6424804    0.1796381    160.554   339.446    EM
5 -0.44828552D+04  187.2952183    0.0401048    203.126   296.874    FS
6 -0.40992123D+04  383.6428712    0.0855800    187.919   312.081    FS
7 -0.40051339D+04   94.0784480    0.0229504    172.893   327.107    FS
8 -0.39603353D+04   44.7985703    0.0111853    176.010   323.990    FS
9 -0.39278883D+04   32.4469651    0.0081930    173.661   326.339    FS
10 -0.39027392D+04   25.1491708    0.0064027    171.358   328.642    FS
11 -0.38923707D+04   10.3684253    0.0026567    171.322   328.678    FS
12 -0.38832260D+04    9.1447822    0.0023494    188.277   311.723    FS
13 -0.38820935D+04    1.1324795    0.0002916    177.855   322.145    FS
14 -0.38816541D+04    0.4393515    0.0001132    192.543   307.457    FS

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 35

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.64767430D+04    0.0000000    0.0000000    202.490   297.510    EM
2 -0.61835483D+04  293.1947244    0.0452689    192.372   307.628    FS
3 -0.59136921D+04  269.8562339    0.0436410     15.193   484.807    FS
4 -0.56059213D+04  307.7707322    0.0520438      0.001   499.999    FS
5 -0.50505042D+04  555.4170690    0.0990769      0.001   499.999    EM
6 -0.49906364D+04   59.8678585    0.0118538      0.003   499.997    EM
7 -0.49316253D+04   59.0110772    0.0118244      0.171   499.829    EM
8 -0.48711095D+04   60.5158054    0.0122710      0.653   499.347    EM
9 -0.48092396D+04   61.8698668    0.0127014      1.312   498.688    EM
10 -0.47474907D+04   61.7489427    0.0128396      1.743   498.257    EM
11 -0.46859625D+04   61.5281514    0.0129601      2.819   497.181    EM
12 -0.46258000D+04   60.1625049    0.0128389      3.218   496.782    EM
13 -0.45671062D+04   58.6938865    0.0126884      3.620   496.380    EM
14 -0.45100979D+04   57.0082431    0.0124824      4.135   495.865    EM
15 -0.44553639D+04   54.7340176    0.0121359      4.635   495.365    EM
16 -0.44032319D+04   52.1319951    0.0117010      5.136   494.864    EM
17 -0.43539034D+04   49.3285456    0.0112028      5.597   494.403    EM
18 -0.43074656D+04   46.4377611    0.0106658      6.024   493.976    EM
19 -0.42640677D+04   43.3978607    0.0100750      6.410   493.590    EM
20 -0.42236919D+04   40.3758193    0.0094689      6.764   493.236    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 36

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16521333D+05    0.0000000    0.0000000      9.885   490.115    EM
2 -0.13225219D+05 3296.1140873    0.1995065      7.177   492.823    FS
3 -0.12825319D+05  399.9000897    0.0302377      5.697   494.303    FS
4 -0.12418692D+05  406.6268306    0.0317050      5.203   494.797    FS
5 -0.12014500D+05  404.1921729    0.0325471      5.385   494.615    FS
6 -0.11613978D+05  400.5223357    0.0333366      7.546   492.454    FS
7 -0.11212233D+05  401.7449395    0.0345915     12.309   487.691    FS
8 -0.10818769D+05  393.4638652    0.0350924     16.088   483.912    FS
9 -0.10431444D+05  387.3250774    0.0358012     19.166   480.834    FS
10 -0.10047719D+05  383.7250175    0.0367854     23.133   476.867    FS
11 -0.96702240D+04  377.4946209    0.0375702     25.729   474.271    FS
12 -0.92985829D+04  371.6410957    0.0384315     27.815   472.185    FS
13 -0.89325327D+04  366.0502376    0.0393662     29.489   470.511    FS
14 -0.85745836D+04  357.9490574    0.0400725     30.865   469.135    FS
15 -0.82265824D+04  348.0012133    0.0405852     31.831   468.169    FS
16 -0.78919283D+04  334.6541398    0.0406796     32.524   467.476    FS
17 -0.75735839D+04  318.3444106    0.0403380     32.899   467.101    FS
18 -0.72760026D+04  297.5813233    0.0392920     32.911   467.089    FS
19 -0.70012035D+04  274.7991074    0.0377679     32.437   467.563    FS
20 -0.67484775D+04  252.7259652    0.0360975     31.771   468.229    FS

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 37

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.26225451D+05    0.0000000    0.0000000    124.202   375.798    EM
2 -0.12042338D+05 ************    0.5408148    105.813   394.187    FS
3 -0.11275168D+05  767.1699749    0.0637061    105.088   394.912    FS
4 -0.10915455D+05  359.7133404    0.0319031     92.599   407.401    FS
5 -0.10606560D+05  308.8944467    0.0282988    101.033   398.967    FS
6 -0.10322170D+05  284.3898779    0.0268126    103.570   396.430    FS
7 -0.10059792D+05  262.3779987    0.0254189    106.201   393.799    FS
8 -0.98180366D+04  241.7556749    0.0240319    106.660   393.340    FS
9 -0.95942001D+04  223.8364981    0.0227985    109.361   390.639    FS
10 -0.93817793D+04  212.4207152    0.0221405    109.502   390.498    FS
11 -0.91748352D+04  206.9441656    0.0220581    111.924   388.076    FS
12 -0.89900977D+04  184.7374720    0.0201352    106.388   393.612    FS
13 -0.87987786D+04  191.3191086    0.0212811    110.509   389.491    FS
14 -0.86204385D+04  178.3400637    0.0202687    109.784   390.216    FS
15 -0.84389568D+04  181.4816905    0.0210525    112.996   387.004    FS
16 -0.82668328D+04  172.1240340    0.0203964    110.001   389.999    FS
17 -0.81052834D+04  161.5494450    0.0195419    114.503   385.497    FS
18 -0.79459977D+04  159.2856182    0.0196521    106.673   393.327    FS
19 -0.77547351D+04  191.2626692    0.0240703    113.347   386.653    FS
20 -0.75897667D+04  164.9683702    0.0212732    110.257   389.743    FS

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 38

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.85000214D+04    0.0000000    0.0000000    365.455   134.545    EM
2 -0.72841532D+04 1215.8682306    0.1430430    355.456   144.544    FS
3 -0.69056254D+04  378.5278436    0.0519659    303.595   196.405    FS
4 -0.65127382D+04  392.8871449    0.0568938    278.119   221.881    FS
5 -0.48872963D+04 1625.4418958    0.2495789    235.228   264.772    EM
6 -0.46218143D+04  265.4820041    0.0543208    195.510   304.490    FS
7 -0.43324162D+04  289.3981514    0.0626157    137.884   362.116    FS
8 -0.42681781D+04   64.2380413    0.0148273    156.428   343.572    FS
9 -0.40817768D+04  186.4012901    0.0436723    185.104   314.896    FS
10 -0.39908159D+04   90.9609785    0.0222847    191.432   308.568    FS
11 -0.39514110D+04   39.4048924    0.0098739    199.344   300.656    FS
12 -0.39227950D+04   28.6159508    0.0072420    208.210   291.790    FS
13 -0.39006292D+04   22.1658213    0.0056505    219.297   280.703    FS
14 -0.38954105D+04    5.2187046    0.0013379    218.837   281.163    EM
15 -0.38929280D+04    2.4824595    0.0006373    218.463   281.537    EM
16 -0.38913009D+04    1.6271659    0.0004180    218.139   281.861    EM
17 -0.38900610D+04    1.2398150    0.0003186    217.824   282.176    EM
18 -0.38890805D+04    0.9805800    0.0002521    217.514   282.486    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 39

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.54784616D+04    0.0000000    0.0000000    238.655   261.345    EM
2 -0.50099570D+04  468.5046045    0.0855175    226.566   273.434    FS
3 -0.46835919D+04  326.3651489    0.0651433    115.055   384.945    FS
4 -0.43755787D+04  308.0131331    0.0657643    118.982   381.018    EM
5 -0.42697874D+04  105.7913777    0.0241777    127.806   372.194    EM
6 -0.41987268D+04   71.0605925    0.0166427    132.848   367.152    EM
7 -0.41462024D+04   52.5243748    0.0125096    135.184   364.816    EM
8 -0.41049498D+04   41.2526122    0.0099495    135.991   364.009    EM
9 -0.40708134D+04   34.1363571    0.0083159    136.007   363.993    EM
10 -0.40416997D+04   29.1137560    0.0071518    135.644   364.356    EM
11 -0.40166083D+04   25.0913134    0.0062081    135.114   364.886    EM
12 -0.39950099D+04   21.5984287    0.0053773    134.520   365.480    EM
13 -0.39765437D+04   18.4661680    0.0046223    133.914   366.086    EM
14 -0.39608952D+04   15.6485355    0.0039352    133.329   366.671    EM
15 -0.39477563D+04   13.1388746    0.0033171    132.784   367.216    EM
16 -0.39368211D+04   10.9352809    0.0027700    132.294   367.706    EM
17 -0.39277921D+04    9.0290019    0.0022935    131.873   368.127    EM
18 -0.39203893D+04    7.4027547    0.0018847    131.528   368.472    EM
19 -0.39143566D+04    6.0327122    0.0015388    131.266   368.734    EM
20 -0.39094652D+04    4.8913410    0.0012496    131.092   368.908    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 40

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.53711835D+04    0.0000000    0.0000000    498.448     1.552    EM
2 -0.51320866D+04  239.0968967    0.0445148    499.990     0.010    FS
3 -0.49043942D+04  227.6924448    0.0443664    500.000     0.000    FS
4 -0.48090553D+04   95.3388958    0.0194395    500.000     0.000    FS
5 -0.44953048D+04  313.7504743    0.0652416    500.000     0.000    FS
6 -0.43195643D+04  175.7405058    0.0390942    500.000     0.000    FS
7 -0.42148789D+04  104.6854194    0.0242352    500.000     0.000    FS
8 -0.41527775D+04   62.1013207    0.0147338    500.000     0.000    FS
9 -0.41155385D+04   37.2390295    0.0089673    500.000     0.000    FS
10 -0.40911393D+04   24.3992252    0.0059286    500.000     0.000    FS
11 -0.40688137D+04   22.3256322    0.0054571    500.000     0.000    FS
12 -0.40457065D+04   23.1071869    0.0056791    500.000     0.000    FS
13 -0.40220596D+04   23.6468351    0.0058449    500.000     0.000    FS
14 -0.39893494D+04   32.7102726    0.0081327    500.000     0.000    FS
15 -0.39726259D+04   16.7234518    0.0041920    500.000     0.000    FS
16 -0.39583828D+04   14.2430861    0.0035853    500.000     0.000    FS
17 -0.39451742D+04   13.2085976    0.0033369    500.000     0.000    FS
18 -0.39330647D+04   12.1094989    0.0030694    500.000     0.000    FS
19 -0.39221171D+04   10.9476312    0.0027835    500.000     0.000    FS
20 -0.39124657D+04    9.6513893    0.0024608    500.000     0.000    FS

FINAL STAGE ITERATIONS

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.61318109D+04    0.0000000    0.0000000    279.757   220.243    EM
2 -0.58614745D+04  270.3363642    0.0440875    286.323   213.677    FS
3 -0.55279489D+04  333.5256858    0.0569013    290.662   209.338    FS
4 -0.51889622D+04  338.9866091    0.0613223    297.180   202.820    FS
5 -0.48901171D+04  298.8451462    0.0575925    300.562   199.438    FS
6 -0.46324347D+04  257.6824206    0.0526945    304.111   195.889    FS
7 -0.44121657D+04  220.2690146    0.0475493    306.186   193.814    FS
8 -0.42306524D+04  181.5132445    0.0411393    308.650   191.350    FS
9 -0.40834310D+04  147.2213695    0.0347987    309.768   190.232    FS
10 -0.39749468D+04  108.4842839    0.0265669    308.533   191.467    FS
11 -0.39119176D+04   63.0291555    0.0158566    304.082   195.918    FS
12 -0.38843273D+04   27.5903019    0.0070529    301.130   198.870    FS
13 -0.38814617D+04    2.8655819    0.0007377    317.410   182.590    FS
14 -0.38813425D+04    0.1192657    0.0000307    316.623   183.377    FS
15 -0.38812961D+04    0.0463338    0.0000119    317.209   182.791    FS
16 -0.38812641D+04    0.0320450    0.0000083    315.579   184.421    FS
17 -0.38812426D+04    0.0214414    0.0000055    316.488   183.512    FS
18 -0.38812292D+04    0.0134743    0.0000035    314.784   185.216    FS
19 -0.38812209D+04    0.0082249    0.0000021    316.050   183.950    FS
20 -0.38812161D+04    0.0048380    0.0000012    314.381   185.619    FS
21 -0.38812133D+04    0.0027925    0.0000007    315.834   184.166    FS
22 -0.38812117D+04    0.0015726    0.0000004    314.168   185.832    FS
23 -0.38812109D+04    0.0008318    0.0000002    315.739   184.261    FS

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 24

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.48053659D+04    0.0000000    0.0000000    216.560   283.440    EM
2 -0.44785011D+04  326.8647410    0.0680208    229.169   270.831    FS
3 -0.42757114D+04  202.7897935    0.0452807    210.403   289.597    FS
4 -0.41696228D+04  106.0885630    0.0248119    179.607   320.393    FS
5 -0.40424711D+04  127.1517271    0.0304948    194.891   305.109    FS
6 -0.39800180D+04   62.4530172    0.0154492    195.062   304.938    FS
7 -0.39340457D+04   45.9723855    0.0115508    192.182   307.818    FS
8 -0.39094674D+04   24.5782885    0.0062476    191.634   308.366    FS
9 -0.38993722D+04   10.0951815    0.0025822    194.529   305.471    FS
10 -0.38820756D+04   17.2965612    0.0044357    194.291   305.709    EM
11 -0.38814072D+04    0.6684067    0.0001722    181.900   318.100    FS
12 -0.38813722D+04    0.0350509    0.0000090    189.071   310.929    FS
13 -0.38812455D+04    0.1266607    0.0000326    188.782   311.218    EM
14 -0.38812310D+04    0.0144896    0.0000037    188.506   311.494    EM
15 -0.38812241D+04    0.0068797    0.0000018    188.255   311.745    EM
16 -0.38812201D+04    0.0040789    0.0000011    188.025   311.975    EM
17 -0.38812172D+04    0.0028255    0.0000007    187.815   312.185    EM
18 -0.38812151D+04    0.0021487    0.0000006    187.622   312.378    EM
19 -0.38812134D+04    0.0017157    0.0000004    187.445   312.555    EM
20 -0.38812120D+04    0.0014046    0.0000004    187.281   312.719    EM
21 -0.38812108D+04    0.0011655    0.0000003    187.130   312.870    EM
22 -0.38812098D+04    0.0009751    0.0000003    186.990   313.010    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 34

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.65050834D+04    0.0000000    0.0000000    138.319   361.681    EM
2 -0.60068619D+04  498.2214308    0.0765896    142.663   357.337    FS
3 -0.56927929D+04  314.0690519    0.0522850    142.888   357.112    FS
4 -0.46701504D+04 1022.6424804    0.1796381    160.554   339.446    EM
5 -0.44828552D+04  187.2952183    0.0401048    203.126   296.874    FS
6 -0.40992123D+04  383.6428712    0.0855800    187.919   312.081    FS
7 -0.40051339D+04   94.0784480    0.0229504    172.893   327.107    FS
8 -0.39603353D+04   44.7985703    0.0111853    176.010   323.990    FS
9 -0.39278883D+04   32.4469651    0.0081930    173.661   326.339    FS
10 -0.39027392D+04   25.1491708    0.0064027    171.358   328.642    FS
11 -0.38923707D+04   10.3684253    0.0026567    171.322   328.678    FS
12 -0.38832260D+04    9.1447822    0.0023494    188.277   311.723    FS
13 -0.38820935D+04    1.1324795    0.0002916    177.855   322.145    FS
14 -0.38816541D+04    0.4393515    0.0001132    192.543   307.457    FS
15 -0.38813847D+04    0.2694115    0.0000694    178.645   321.355    FS
16 -0.38813648D+04    0.0198646    0.0000051    190.314   309.686    FS
17 -0.38813518D+04    0.0130033    0.0000034    179.797   320.203    FS
18 -0.38813481D+04    0.0036944    0.0000010    189.595   310.405    FS
19 -0.38813469D+04    0.0012166    0.0000003    180.273   319.727    FS
20 -0.38813437D+04    0.0032460    0.0000008    189.314   310.686    FS
21 -0.38812340D+04    0.1097261    0.0000283    189.027   310.973    EM
22 -0.38812236D+04    0.0103903    0.0000027    188.750   311.250    EM
23 -0.38812189D+04    0.0047090    0.0000012    188.497   311.503    EM
24 -0.38812161D+04    0.0027267    0.0000007    188.265   311.735    EM
25 -0.38812142D+04    0.0018913    0.0000005    188.051   311.949    EM
26 -0.38812128D+04    0.0014625    0.0000004    187.854   312.146    EM
27 -0.38812116D+04    0.0011939    0.0000003    187.671   312.329    EM
28 -0.38812106D+04    0.0009997    0.0000003    187.501   312.499    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.58346048D+04    0.0000000    0.0000000    137.097   362.903    EM
2 -0.54608716D+04  373.7332143    0.0640546    135.620   364.380    FS
3 -0.51660841D+04  294.7875173    0.0539818    135.058   364.942    FS
4 -0.50219923D+04  144.0917754    0.0278919    141.518   358.482    FS
5 -0.48024726D+04  219.5196539    0.0437117    151.228   348.772    FS
6 -0.46300035D+04  172.4691521    0.0359126    160.712   339.288    FS
7 -0.44874794D+04  142.5240934    0.0307827    165.517   334.483    FS
8 -0.43668071D+04  120.6723028    0.0268909    169.272   330.728    FS
9 -0.42629422D+04  103.8648593    0.0237851    174.784   325.216    FS
10 -0.41689656D+04   93.9766337    0.0220450    181.775   318.225    FS
11 -0.40839297D+04   85.0359387    0.0203974    191.497   308.503    FS
12 -0.40198647D+04   64.0649546    0.0156871    199.596   300.404    FS
13 -0.39698796D+04   49.9851272    0.0124345    206.322   293.678    FS
14 -0.39313924D+04   38.4872198    0.0096948    215.123   284.877    FS
15 -0.39060036D+04   25.3887525    0.0064580    229.008   270.992    FS
16 -0.38947029D+04   11.3007532    0.0028932    251.506   248.494    FS
17 -0.38926675D+04    2.0354035    0.0005226    344.981   155.019    FS
18 -0.38879788D+04    4.6886298    0.0012045    388.273   111.727    FS
19 -0.38861662D+04    1.8125736    0.0004662    384.388   115.612    EM
20 -0.38856600D+04    0.5062517    0.0001303    380.462   119.538    EM
21 -0.38852265D+04    0.4334776    0.0001116    376.581   123.419    EM
22 -0.38848190D+04    0.4075006    0.0001049    372.779   127.221    EM
23 -0.38844357D+04    0.3833478    0.0000987    369.081   130.919    EM
24 -0.38840800D+04    0.3556381    0.0000916    365.511   134.489    EM
25 -0.38837550D+04    0.3250743    0.0000837    362.091   137.909    EM
26 -0.38834615D+04    0.2934559    0.0000756    358.836   141.164    EM
27 -0.38831991D+04    0.2623785    0.0000676    355.755   144.245    EM
28 -0.38829662D+04    0.2329326    0.0000600    352.854   147.146    EM
29 -0.38827605D+04    0.2057376    0.0000530    350.134   149.866    EM
30 -0.38825794D+04    0.1810640    0.0000466    347.590   152.410    EM
31 -0.38824204D+04    0.1589551    0.0000409    345.217   154.783    EM
32 -0.38822811D+04    0.1393182    0.0000359    343.009   156.991    EM
33 -0.38821591D+04    0.1219869    0.0000314    340.956   159.044    EM
34 -0.38820524D+04    0.1067605    0.0000275    339.051   160.949    EM
35 -0.38819589D+04    0.0934278    0.0000241    337.285   162.715    EM
36 -0.38818772D+04    0.0817812    0.0000211    335.647   164.353    EM
37 -0.38818055D+04    0.0716247    0.0000185    334.130   165.870    EM
38 -0.38817428D+04    0.0627781    0.0000162    332.725   167.275    EM
39 -0.38816877D+04    0.0550779    0.0000142    331.424   168.576    EM
40 -0.38816393D+04    0.0483782    0.0000125    330.220   169.780    EM
41 -0.38815968D+04    0.0425496    0.0000110    329.105   170.895    EM
42 -0.38815593D+04    0.0374785    0.0000097    328.072   171.928    EM
43 -0.38815262D+04    0.0330651    0.0000085    327.116   172.884    EM
44 -0.38814970D+04    0.0292225    0.0000075    326.231   173.769    EM
45 -0.38814711D+04    0.0258748    0.0000067    325.411   174.589    EM
46 -0.38814482D+04    0.0229564    0.0000059    324.652   175.348    EM
47 -0.38814277D+04    0.0204101    0.0000053    323.949   176.051    EM
48 -0.38814096D+04    0.0181865    0.0000047    323.297   176.703    EM
49 -0.38813933D+04    0.0162427    0.0000042    322.693   177.307    EM
50 -0.38813788D+04    0.0145416    0.0000037    322.133   177.867    EM
51 -0.38813657D+04    0.0130510    0.0000034    321.614   178.386    EM
52 -0.38813540D+04    0.0117433    0.0000030    321.133   178.867    EM
53 -0.38813434D+04    0.0105942    0.0000027    320.687   179.313    EM
54 -0.38813338D+04    0.0095829    0.0000025    320.273   179.727    EM
55 -0.38813251D+04    0.0086915    0.0000022    319.889   180.111    EM
56 -0.38813172D+04    0.0079042    0.0000020    319.533   180.467    EM
57 -0.38813100D+04    0.0072076    0.0000019    319.202   180.798    EM
58 -0.38813034D+04    0.0065900    0.0000017    318.895   181.105    EM
59 -0.38812974D+04    0.0060412    0.0000016    318.611   181.389    EM
60 -0.38812918D+04    0.0055524    0.0000014    318.346   181.654    EM
61 -0.38812867D+04    0.0051160    0.0000013    318.101   181.899    EM
62 -0.38812477D+04    0.0389614    0.0000100    312.755   187.245    FS
63 -0.38812307D+04    0.0169939    0.0000044    315.662   184.338    FS
64 -0.38812226D+04    0.0081709    0.0000021    313.212   186.788    FS
65 -0.38812179D+04    0.0047202    0.0000012    315.695   184.305    FS
66 -0.38812158D+04    0.0020939    0.0000005    313.388   186.612    FS
67 -0.38812147D+04    0.0010689    0.0000003    315.789   184.211    FS
68 -0.38812145D+04    0.0002297    0.0000001    313.468   186.532    FS

TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.45437801D+04    0.0000000    0.0000000    250.000   250.000    EM
2 -0.41718053D+04  371.9747614    0.0818646    347.171   152.829    FS
3 -0.39981958D+04  173.6095210    0.0416150    305.303   194.697    FS
4 -0.39449943D+04   53.2015468    0.0133064    305.750   194.250    EM
5 -0.39248615D+04   20.1327914    0.0051034    306.376   193.624    EM
6 -0.39144445D+04   10.4169523    0.0026541    307.004   192.996    EM
7 -0.39077850D+04    6.6595406    0.0017013    307.650   192.350    EM
8 -0.39029005D+04    4.8844442    0.0012499    308.307   191.693    EM
9 -0.38991537D+04    3.7468408    0.0009600    308.963   191.037    EM
10 -0.38962220D+04    2.9316562    0.0007519    309.600   190.400    EM
11 -0.38938860D+04    2.3360158    0.0005996    310.184   189.816    EM
12 -0.38919820D+04    1.9040315    0.0004890    310.649   189.351    EM
13 -0.38903752D+04    1.6068304    0.0004129    310.908   189.092    EM
14 -0.38889586D+04    1.4165300    0.0003641    310.876   189.124    EM
15 -0.38876848D+04    1.2737986    0.0003275    310.517   189.483    EM
16 -0.38865809D+04    1.1039504    0.0002840    309.855   190.145    EM
17 -0.38856870D+04    0.8938641    0.0002300    308.950   191.050    EM
18 -0.38849972D+04    0.6898093    0.0001775    307.868   192.132    EM
19 -0.38844718D+04    0.5254612    0.0001353    306.676   193.324    EM
20 -0.38840673D+04    0.4044848    0.0001041    305.434   194.566    EM
21 -0.38837493D+04    0.3179428    0.0000819    304.192   195.808    EM
22 -0.38834934D+04    0.2558798    0.0000659    302.985   197.015    EM
23 -0.38832829D+04    0.2105587    0.0000542    301.840   198.160    EM
24 -0.38831063D+04    0.1765902    0.0000455    300.771   199.229    EM
25 -0.38829559D+04    0.1503904    0.0000387    299.785   200.215    EM
26 -0.38828263D+04    0.1296256    0.0000334    298.886   201.114    EM
27 -0.38827135D+04    0.1127803    0.0000290    298.072   201.928    EM
28 -0.38826146D+04    0.0988567    0.0000255    297.341   202.659    EM
29 -0.38825275D+04    0.0871798    0.0000225    296.689   203.311    EM
30 -0.38824502D+04    0.0772769    0.0000199    296.110   203.890    EM
31 -0.38823814D+04    0.0688047    0.0000177    295.601   204.399    EM
32 -0.38823199D+04    0.0615048    0.0000158    295.155   204.845    EM
33 -0.38822647D+04    0.0551773    0.0000142    294.768   205.232    EM
34 -0.38822150D+04    0.0496643    0.0000128    294.434   205.566    EM
35 -0.38821702D+04    0.0448382    0.0000115    294.150   205.850    EM
36 -0.38821296D+04    0.0405954    0.0000105    293.910   206.090    EM
37 -0.38820928D+04    0.0368503    0.0000095    293.712   206.288    EM
38 -0.38820592D+04    0.0335319    0.0000086    293.550   206.450    EM
39 -0.38820286D+04    0.0305812    0.0000079    293.423   206.577    EM
40 -0.38820007D+04    0.0279483    0.0000072    293.325   206.675    EM
41 -0.38819751D+04    0.0255914    0.0000066    293.255   206.745    EM
42 -0.38819516D+04    0.0234749    0.0000060    293.210   206.790    EM
43 -0.38819301D+04    0.0215689    0.0000056    293.188   206.812    EM
44 -0.38819102D+04    0.0198476    0.0000051    293.185   206.815    EM
45 -0.38818919D+04    0.0182891    0.0000047    293.201   206.799    EM
46 -0.38818750D+04    0.0168747    0.0000043    293.233   206.767    EM
47 -0.38817107D+04    0.1643253    0.0000423    304.238   195.762    FS
48 -0.38816591D+04    0.0516465    0.0000133    299.010   200.990    FS
49 -0.38816311D+04    0.0280140    0.0000072    305.838   194.162    FS
50 -0.38815956D+04    0.0354196    0.0000091    304.068   195.932    FS
51 -0.38815425D+04    0.0531707    0.0000137    310.459   189.541    FS
52 -0.38814718D+04    0.0707145    0.0000182    308.891   191.109    FS
53 -0.38813940D+04    0.0777146    0.0000200    314.484   185.516    FS
54 -0.38813327D+04    0.0613854    0.0000158    311.423   188.577    FS
55 -0.38812879D+04    0.0447109    0.0000115    315.978   184.022    FS
56 -0.38812636D+04    0.0243580    0.0000063    312.120   187.880    FS
57 -0.38812483D+04    0.0153010    0.0000039    316.435   183.565    FS
58 -0.38812421D+04    0.0062357    0.0000016    312.325   187.675    FS
59 -0.38812385D+04    0.0035430    0.0000009    316.690   183.310    FS
60 -0.38812382D+04    0.0002591    0.0000001    312.413   187.587    FS

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 26

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.60328899D+04    0.0000000    0.0000000    288.466   211.534    EM
2 -0.55878919D+04  444.9979783    0.0737620    255.034   244.966    FS
3 -0.52756432D+04  312.2487766    0.0558795    226.870   273.130    FS
4 -0.49746720D+04  300.9711684    0.0570492    217.873   282.127    FS
5 -0.47161377D+04  258.5343423    0.0519701    210.655   289.345    FS
6 -0.44491592D+04  266.9785110    0.0566096    211.546   288.454    FS
7 -0.42576096D+04  191.5495493    0.0430530    201.515   298.485    FS
8 -0.41282926D+04  129.3170390    0.0303732    192.848   307.152    FS
9 -0.40345593D+04   93.7332939    0.0227051    181.484   318.516    FS
10 -0.39774936D+04   57.0657147    0.0141442    164.393   335.607    FS
11 -0.39341589D+04   43.3346419    0.0108950    136.658   363.342    FS
12 -0.39153552D+04   18.8037167    0.0047796     92.434   407.566    FS
13 -0.39024000D+04   12.9551696    0.0033088    159.715   340.285    FS
14 -0.38949669D+04    7.4330988    0.0019048     97.610   402.390    FS
15 -0.38913013D+04    3.6656106    0.0009411     97.974   402.026    EM
16 -0.38898361D+04    1.4652316    0.0003765     98.810   401.190    EM
17 -0.38888422D+04    0.9938423    0.0002555     99.850   400.150    EM
18 -0.38882003D+04    0.6419886    0.0001651    101.016   398.984    EM
19 -0.38877848D+04    0.4154307    0.0001068    102.272   397.728    EM
20 -0.38875010D+04    0.2838675    0.0000730    103.605   396.395    EM
21 -0.38872907D+04    0.2102683    0.0000541    105.008   394.992    EM
22 -0.38871222D+04    0.1685065    0.0000433    106.478   393.522    EM
23 -0.38869784D+04    0.1437466    0.0000370    108.008   391.992    EM
24 -0.38868502D+04    0.1282501    0.0000330    109.591   390.409    EM
25 -0.38867322D+04    0.1180238    0.0000304    111.221   388.779    EM
26 -0.38866212D+04    0.1109437    0.0000285    112.891   387.109    EM
27 -0.38865154D+04    0.1058262    0.0000272    114.595   385.405    EM
28 -0.38864134D+04    0.1019785    0.0000262    116.326   383.674    EM
29 -0.38863144D+04    0.0989767    0.0000255    118.080   381.920    EM
30 -0.38862179D+04    0.0965521    0.0000248    119.853   380.147    EM
31 -0.38861234D+04    0.0945288    0.0000243    121.642   378.358    EM
32 -0.38860306D+04    0.0927885    0.0000239    123.442   376.558    EM
33 -0.38859393D+04    0.0912503    0.0000235    125.251   374.749    EM
34 -0.38858495D+04    0.0898574    0.0000231    127.067   372.933    EM
35 -0.38857609D+04    0.0885693    0.0000228    128.889   371.111    EM
36 -0.38856735D+04    0.0873571    0.0000225    130.713   369.287    EM
37 -0.38855873D+04    0.0861994    0.0000222    132.538   367.462    EM
38 -0.38855023D+04    0.0850806    0.0000219    134.364   365.636    EM
39 -0.38854183D+04    0.0839891    0.0000216    136.189   363.811    EM
40 -0.38853353D+04    0.0829164    0.0000213    138.011   361.989    EM
41 -0.38852535D+04    0.0818558    0.0000211    139.829   360.171    EM
42 -0.38851727D+04    0.0808026    0.0000208    141.644   358.356    EM
43 -0.38850929D+04    0.0797532    0.0000205    143.453   356.547    EM
44 -0.38850142D+04    0.0787050    0.0000203    145.256   354.744    EM
45 -0.38849366D+04    0.0776558    0.0000200    147.052   352.948    EM
46 -0.38848600D+04    0.0766044    0.0000197    148.840   351.160    EM
47 -0.38847844D+04    0.0755499    0.0000194    150.621   349.379    EM
48 -0.38847099D+04    0.0744914    0.0000192    152.392   347.608    EM
49 -0.38846365D+04    0.0734287    0.0000189    154.154   345.846    EM
50 -0.38845641D+04    0.0723615    0.0000186    155.906   344.094    EM
51 -0.38844928D+04    0.0712898    0.0000184    157.647   342.353    EM
52 -0.38844226D+04    0.0702137    0.0000181    159.377   340.623    EM
53 -0.38843535D+04    0.0691334    0.0000178    161.096   338.904    EM
54 -0.38842855D+04    0.0680491    0.0000175    162.802   337.198    EM
55 -0.38842185D+04    0.0669611    0.0000172    164.496   335.504    EM
56 -0.38841526D+04    0.0658700    0.0000170    166.177   333.823    EM
57 -0.38840878D+04    0.0647761    0.0000167    167.844   332.156    EM
58 -0.38840242D+04    0.0636799    0.0000164    169.498   330.502    EM
59 -0.38839616D+04    0.0625815    0.0000161    171.137   328.863    EM
60 -0.38839001D+04    0.0614820    0.0000158    172.762   327.238    EM
61 -0.38838397D+04    0.0603817    0.0000155    174.372   325.628    EM
62 -0.38837804D+04    0.0592812    0.0000153    175.966   324.034    EM
63 -0.38837223D+04    0.0581810    0.0000150    177.545   322.455    EM
64 -0.38836652D+04    0.0570816    0.0000147    179.108   320.892    EM
65 -0.38836092D+04    0.0559838    0.0000144    180.655   319.345    EM
66 -0.38835543D+04    0.0548880    0.0000141    182.186   317.814    EM
67 -0.38835005D+04    0.0537950    0.0000139    183.700   316.300    EM
68 -0.38834478D+04    0.0527052    0.0000136    185.197   314.803    EM
69 -0.38833962D+04    0.0516194    0.0000133    186.677   313.323    EM
70 -0.38833456D+04    0.0505381    0.0000130    188.140   311.860    EM
71 -0.38832962D+04    0.0494618    0.0000127    189.586   310.414    EM
72 -0.38832478D+04    0.0483913    0.0000125    191.014   308.986    EM
73 -0.38825180D+04    0.7298086    0.0001879    229.006   270.994    QN
74 -0.38823611D+04    0.1569106    0.0000404    229.415   270.585    EM
75 -0.38822790D+04    0.0820659    0.0000211    229.859   270.141    EM
76 -0.38822288D+04    0.0502101    0.0000129    230.346   269.654    EM
77 -0.38821936D+04    0.0351985    0.0000091    230.872   269.128    EM
78 -0.38821660D+04    0.0275917    0.0000071    231.429   268.571    EM
79 -0.38821426D+04    0.0233710    0.0000060    232.011   267.989    EM
80 -0.38821219D+04    0.0207763    0.0000054    232.612   267.388    EM
81 -0.38821028D+04    0.0190118    0.0000049    233.228   266.772    EM
82 -0.38820851D+04    0.0177026    0.0000046    233.854   266.146    EM
83 -0.38820685D+04    0.0166629    0.0000043    234.486   265.514    EM
84 -0.38820527D+04    0.0157953    0.0000041    235.121   264.879    EM
85 -0.38820376D+04    0.0150447    0.0000039    235.758   264.242    EM
86 -0.38820233D+04    0.0143781    0.0000037    236.394   263.606    EM
87 -0.38820095D+04    0.0137744    0.0000035    237.028   262.972    EM
88 -0.38819963D+04    0.0132193    0.0000034    237.658   262.342    EM
89 -0.38817801D+04    0.2161537    0.0000557    254.201   245.799    QN
90 -0.38817487D+04    0.0314207    0.0000081    254.538   245.462    EM
91 -0.38817344D+04    0.0142768    0.0000037    254.936   245.064    EM
92 -0.38817260D+04    0.0084444    0.0000022    255.359   244.641    EM
93 -0.38817203D+04    0.0056473    0.0000015    255.789   244.211    EM
94 -0.38817161D+04    0.0042089    0.0000011    256.216   243.784    EM
95 -0.38817127D+04    0.0034096    0.0000009    256.635   243.365    EM
96 -0.38817098D+04    0.0029262    0.0000008    257.042   242.958    EM
97 -0.38817072D+04    0.0026076    0.0000007    257.436   242.564    EM
98 -0.38817048D+04    0.0023806    0.0000006    257.818   242.182    EM
99 -0.38817026D+04    0.0022074    0.0000006    258.186   241.814    EM
100 -0.38817005D+04    0.0020680    0.0000005    258.543   241.457    EM
101 -0.38816986D+04    0.0019508    0.0000005    258.887   241.113    EM
102 -0.38816967D+04    0.0018493    0.0000005    259.220   240.780    EM
103 -0.38816950D+04    0.0017590    0.0000005    259.544   240.456    EM
104 -0.38816933D+04    0.0016773    0.0000004    259.857   240.143    EM
105 -0.38816485D+04    0.0447555    0.0000115    275.292   224.708    QN
106 -0.38816481D+04    0.0004399    0.0000001    275.334   224.666    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 38

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.85000214D+04    0.0000000    0.0000000    365.455   134.545    EM
2 -0.72841532D+04 1215.8682306    0.1430430    355.456   144.544    FS
3 -0.69056254D+04  378.5278436    0.0519659    303.595   196.405    FS
4 -0.65127382D+04  392.8871449    0.0568938    278.119   221.881    FS
5 -0.48872963D+04 1625.4418958    0.2495789    235.228   264.772    EM
6 -0.46218143D+04  265.4820041    0.0543208    195.510   304.490    FS
7 -0.43324162D+04  289.3981514    0.0626157    137.884   362.116    FS
8 -0.42681781D+04   64.2380413    0.0148273    156.428   343.572    FS
9 -0.40817768D+04  186.4012901    0.0436723    185.104   314.896    FS
10 -0.39908159D+04   90.9609785    0.0222847    191.432   308.568    FS
11 -0.39514110D+04   39.4048924    0.0098739    199.344   300.656    FS
12 -0.39227950D+04   28.6159508    0.0072420    208.210   291.790    FS
13 -0.39006292D+04   22.1658213    0.0056505    219.297   280.703    FS
14 -0.38954105D+04    5.2187046    0.0013379    218.837   281.163    EM
15 -0.38929280D+04    2.4824595    0.0006373    218.463   281.537    EM
16 -0.38913009D+04    1.6271659    0.0004180    218.139   281.861    EM
17 -0.38900610D+04    1.2398150    0.0003186    217.824   282.176    EM
18 -0.38890805D+04    0.9805800    0.0002521    217.514   282.486    EM
19 -0.38882693D+04    0.8111221    0.0002086    217.185   282.815    EM
20 -0.38875712D+04    0.6981029    0.0001795    216.824   283.176    EM
21 -0.38869578D+04    0.6134625    0.0001578    216.430   283.570    EM
22 -0.38864152D+04    0.5425566    0.0001396    216.011   283.989    EM
23 -0.38859508D+04    0.4644002    0.0001195    215.590   284.410    EM
24 -0.38855441D+04    0.4066880    0.0001047    215.173   284.827    EM
25 -0.38851834D+04    0.3607686    0.0000928    214.760   285.240    EM
26 -0.38848601D+04    0.3232705    0.0000832    214.352   285.648    EM
27 -0.38845688D+04    0.2912886    0.0000750    213.951   286.049    EM
28 -0.38843059D+04    0.2628686    0.0000677    213.560   286.440    EM
29 -0.38840687D+04    0.2371902    0.0000611    213.181   286.819    EM
30 -0.38838547D+04    0.2140464    0.0000551    212.816   287.184    EM
31 -0.38836613D+04    0.1933504    0.0000498    212.466   287.534    EM
32 -0.38834864D+04    0.1749305    0.0000450    212.132   287.868    EM
33 -0.38833279D+04    0.1585342    0.0000408    211.815   288.185    EM
34 -0.38831840D+04    0.1438946    0.0000371    211.515   288.485    EM
35 -0.38830532D+04    0.1307726    0.0000337    211.232   288.768    EM
36 -0.38829342D+04    0.1189700    0.0000306    210.965   289.035    EM
37 -0.38828259D+04    0.1083237    0.0000279    210.715   289.285    EM
38 -0.38827272D+04    0.0986982    0.0000254    210.481   289.519    EM
39 -0.38826372D+04    0.0899789    0.0000232    210.264   289.736    EM
40 -0.38825552D+04    0.0820675    0.0000211    210.063   289.937    EM
41 -0.38824803D+04    0.0748798    0.0000193    209.877   290.123    EM
42 -0.38824120D+04    0.0683433    0.0000176    209.707   290.293    EM
43 -0.38823496D+04    0.0623947    0.0000161    209.552   290.448    EM
44 -0.38822926D+04    0.0569787    0.0000147    209.410   290.590    EM
45 -0.38822405D+04    0.0520460    0.0000134    209.283   290.717    EM
46 -0.38821930D+04    0.0475528    0.0000122    209.169   290.831    EM
47 -0.38821495D+04    0.0434594    0.0000112    209.067   290.933    EM
48 -0.38821098D+04    0.0397300    0.0000102    208.977   291.023    EM
49 -0.38820735D+04    0.0363321    0.0000094    208.899   291.101    EM
50 -0.38820402D+04    0.0332358    0.0000086    208.832   291.168    EM
51 -0.38820098D+04    0.0304141    0.0000078    208.775   291.225    EM
52 -0.38819820D+04    0.0278424    0.0000072    208.728   291.272    EM
53 -0.38819565D+04    0.0254981    0.0000066    208.691   291.309    EM
54 -0.38819331D+04    0.0233605    0.0000060    208.662   291.338    EM
55 -0.38819117D+04    0.0214111    0.0000055    208.641   291.359    EM
56 -0.38818921D+04    0.0196328    0.0000051    208.628   291.372    EM
57 -0.38816896D+04    0.2024933    0.0000522    215.067   284.933    FS
58 -0.38816664D+04    0.0231697    0.0000060    214.153   285.847    FS
59 -0.38816630D+04    0.0034223    0.0000009    213.408   286.592    FS
60 -0.38816588D+04    0.0041938    0.0000011    213.535   286.465    EM
61 -0.38816583D+04    0.0004626    0.0000001    213.655   286.345    EM

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.70882547D+04    0.0000000    0.0000000    174.423   325.577    EM
2 -0.66799009D+04  408.3538271    0.0576099    158.984   341.016    FS
3 -0.63461840D+04  333.7168889    0.0499584    149.455   350.545    FS
4 -0.60198605D+04  326.3234754    0.0514204    142.482   357.518    FS
5 -0.56597391D+04  360.1214645    0.0598222    134.364   365.636    FS
6 -0.53585661D+04  301.1729647    0.0532132    123.084   376.916    FS
7 -0.51016126D+04  256.9535198    0.0479519    115.821   384.179    FS
8 -0.48735682D+04  228.0443738    0.0447004    112.476   387.524    FS
9 -0.46843511D+04  189.2171596    0.0388252    109.668   390.332    FS
10 -0.45272881D+04  157.0629280    0.0335293    111.074   388.926    FS
11 -0.44019690D+04  125.3191446    0.0276808    117.175   382.825    FS
12 -0.42999725D+04  101.9964368    0.0231706    115.892   384.108    FS
13 -0.42181265D+04   81.8460330    0.0190341    106.598   393.402    FS
14 -0.41520508D+04   66.0757516    0.0156647    104.724   395.276    FS
15 -0.40945684D+04   57.4823974    0.0138443    108.237   391.763    FS
16 -0.40395883D+04   54.9800295    0.0134276    117.627   382.373    FS
17 -0.39886344D+04   50.9539693    0.0126137    126.406   373.594    FS
18 -0.39438989D+04   44.7354365    0.0112157    130.443   369.557    FS
19 -0.38948392D+04   49.0596969    0.0124394    130.677   369.323    EM
20 -0.38900577D+04    4.7815472    0.0012277    131.118   368.882    EM
21 -0.38889536D+04    1.1040798    0.0002838    131.595   368.405    EM
22 -0.38882474D+04    0.7061605    0.0001816    132.103   367.897    EM
23 -0.38877171D+04    0.5303144    0.0001364    132.647   367.353    EM
24 -0.38873018D+04    0.4153179    0.0001068    133.235   366.765    EM
25 -0.38869630D+04    0.3387609    0.0000871    133.874   366.126    EM
26 -0.38866741D+04    0.2889323    0.0000743    134.569   365.431    EM
27 -0.38864167D+04    0.2574011    0.0000662    135.324   364.676    EM
28 -0.38861794D+04    0.2373645    0.0000611    136.140   363.860    EM
29 -0.38859562D+04    0.2231288    0.0000574    137.011   362.989    EM
30 -0.38857459D+04    0.2103216    0.0000541    137.927   362.073    EM
31 -0.38855496D+04    0.1963506    0.0000505    138.872   361.128    EM
32 -0.38853691D+04    0.1804879    0.0000465    139.831   360.169    EM
33 -0.38852057D+04    0.1633381    0.0000420    140.791   359.209    EM
34 -0.38850597D+04    0.1460226    0.0000376    141.738   358.262    EM
35 -0.38849302D+04    0.1295521    0.0000333    142.665   357.335    EM
36 -0.38848156D+04    0.1145677    0.0000295    143.566   356.434    EM
37 -0.38847142D+04    0.1013477    0.0000261    144.439   355.561    EM
38 -0.38846243D+04    0.0899189    0.0000231    145.281   354.719    EM
39 -0.38845441D+04    0.0801690    0.0000206    146.092   353.908    EM
40 -0.38844722D+04    0.0719272    0.0000185    146.874   353.126    EM
41 -0.38844072D+04    0.0650119    0.0000167    147.629   352.371    EM
42 -0.38843480D+04    0.0592555    0.0000153    148.357   351.643    EM
43 -0.38842934D+04    0.0545158    0.0000140    149.063   350.937    EM
44 -0.38842428D+04    0.0506794    0.0000130    149.747   350.253    EM
45 -0.38841951D+04    0.0476636    0.0000123    150.414   349.586    EM
46 -0.38841497D+04    0.0454157    0.0000117    151.066   348.934    EM
47 -0.38841058D+04    0.0439144    0.0000113    151.707   348.293    EM
48 -0.38840626D+04    0.0431719    0.0000111    152.341   347.659    EM
49 -0.38840194D+04    0.0432389    0.0000111    152.973   347.027    EM
50 -0.38839751D+04    0.0442122    0.0000114    153.606   346.394    EM
51 -0.38839289D+04    0.0462474    0.0000119    154.248   345.752    EM
52 -0.38838793D+04    0.0495758    0.0000128    154.904   345.096    EM
53 -0.38838248D+04    0.0545241    0.0000140    155.584   344.416    EM
54 -0.38837633D+04    0.0615333    0.0000158    156.296   343.704    EM
55 -0.38836921D+04    0.0711539    0.0000183    157.051   342.949    EM
56 -0.38836081D+04    0.0839718    0.0000216    157.862   342.138    EM
57 -0.38835078D+04    0.1003689    0.0000258    158.740   341.260    EM
58 -0.38833878D+04    0.1200001    0.0000309    159.694   340.306    EM
59 -0.38832467D+04    0.1410249    0.0000363    160.727   339.273    EM
60 -0.38830871D+04    0.1596797    0.0000411    161.833   338.167    EM
61 -0.38829157D+04    0.1713167    0.0000441    162.993   337.007    EM
62 -0.38827427D+04    0.1730032    0.0000446    164.181   335.819    EM
63 -0.38818053D+04    0.9374444    0.0002414    179.177   320.823    FS
64 -0.38815285D+04    0.2768241    0.0000713    178.495   321.505    FS
65 -0.38814453D+04    0.0831362    0.0000214    181.722   318.278    FS
66 -0.38813872D+04    0.0581469    0.0000150    181.340   318.660    FS
67 -0.38813373D+04    0.0498938    0.0000129    182.728   317.272    FS
68 -0.38812944D+04    0.0428553    0.0000110    182.929   317.071    FS
69 -0.38812621D+04    0.0323697    0.0000083    183.869   316.131    FS
70 -0.38812397D+04    0.0223445    0.0000058    183.982   316.018    FS
71 -0.38812255D+04    0.0142399    0.0000037    184.600   315.400    FS
72 -0.38812167D+04    0.0087363    0.0000023    184.536   315.464    FS
73 -0.38812116D+04    0.0051664    0.0000013    184.980   315.020    FS
74 -0.38812086D+04    0.0030239    0.0000008    184.808   315.192    FS
75 -0.38812068D+04    0.0017342    0.0000004    185.174   314.826    FS
76 -0.38812058D+04    0.0009966    0.0000003    184.941   315.059    FS

Beginning Time:  04:49:28
Ending Time:  04:49:52
Elapsed Time:  00:00:24

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Copyright (c) 1998-2017 Muthen & Muthen
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