Mplus VERSION 6
MUTHEN & MUTHEN
04/25/2010 10:59 PM
INPUT INSTRUCTIONS
Title:
GMM, 3 classes, 1 zero class
ordered poly variables for conviction at each
age 11-21
dep. variable 0, 1 , 2 (0, 1, or more convictions)
Data:
file is naginORDERED.dat;
Variable:
names are u11 u12 u13 u14 u15
u16 u17 u18 u19 u20
u21 c1 c2 c3 c4 c;
usevar = u11-u21;
categorical = u11-u21;
classes = c(3);
Analysis:
type = mixture;
algo = int;
starts = 500 10; stiter = 20;
Model:
%overall%
i s q | u11@-.6 u12@-.5 u13@-.4 u14@-.3 u15@-.2
u16@-.1 u17@0 u18@.1 u19@.2 u20@.3
u21@.4;
s-q@0;
%c#1%
[i*2 s q];
i;
%c#2%
[i@0 s q];
i;
%c#3%
[u11$1-u21$1@15];
[u11$2-u21$2@16];
[i-q@0];
i@0;
Output:
residual tech1 tech7 tech8;
Plot:
type = plot3;
series = u11-u21(s);
*** WARNING in MODEL command
All continuous latent variable covariances involving S have been fixed to 0
because the variance of S is fixed at 0.
*** WARNING in MODEL command
All continuous latent variable covariances involving Q have been fixed to 0
because the variance of Q is fixed at 0.
2 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS
GMM, 3 classes, 1 zero class
ordered poly variables for conviction at each
age 11-21
dep. variable 0, 1 , 2 (0, 1, or more convictions)
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 403
Number of dependent variables 11
Number of independent variables 0
Number of continuous latent variables 3
Number of categorical latent variables 1
Observed dependent variables
Binary and ordered categorical (ordinal)
U11 U12 U13 U14 U15 U16
U17 U18 U19 U20 U21
Continuous latent variables
I S Q
Categorical latent variables
C
Estimator MLR
Information matrix OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
Maximum number of iterations 100
Convergence criterion 0.100D-05
Optimization Specifications for the EM Algorithm
Maximum number of iterations 500
Convergence criteria
Loglikelihood change 0.100D-02
Relative loglikelihood change 0.100D-05
Derivative 0.100D-02
Optimization Specifications for the M step of the EM Algorithm for
Categorical Latent variables
Number of M step iterations 1
M step convergence criterion 0.100D-02
Basis for M step termination ITERATION
Optimization Specifications for the M step of the EM Algorithm for
Censored, Binary or Ordered Categorical (Ordinal), Unordered
Categorical (Nominal) and Count Outcomes
Number of M step iterations 1
M step convergence criterion 0.100D-02
Basis for M step termination ITERATION
Maximum value for logit thresholds 15
Minimum value for logit thresholds -15
Minimum expected cell size for chi-square 0.100D-01
Optimization algorithm EMA
Integration Specifications
Type STANDARD
Number of integration points 15
Dimensions of numerical integration 1
Adaptive quadrature ON
Random Starts Specifications
Number of initial stage random starts 500
Number of final stage optimizations 10
Number of initial stage iterations 20
Initial stage convergence criterion 0.100D+01
Random starts scale 0.500D+01
Random seed for generating random starts 0
Link LOGIT
Cholesky ON
Input data file(s)
naginORDERED.dat
Input data format FREE
UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES
U11
Category 1 0.983 396.000
Category 2 0.012 5.000
Category 3 0.005 2.000
U12
Category 1 0.970 391.000
Category 2 0.025 10.000
Category 3 0.005 2.000
U13
Category 1 0.948 382.000
Category 2 0.045 18.000
Category 3 0.007 3.000
U14
Category 1 0.923 372.000
Category 2 0.062 25.000
Category 3 0.015 6.000
U15
Category 1 0.923 372.000
Category 2 0.055 22.000
Category 3 0.022 9.000
U16
Category 1 0.928 374.000
Category 2 0.045 18.000
Category 3 0.027 11.000
U17
Category 1 0.896 361.000
Category 2 0.069 28.000
Category 3 0.035 14.000
U18
Category 1 0.891 359.000
Category 2 0.084 34.000
Category 3 0.025 10.000
U19
Category 1 0.906 365.000
Category 2 0.072 29.000
Category 3 0.022 9.000
U20
Category 1 0.921 371.000
Category 2 0.057 23.000
Category 3 0.022 9.000
U21
Category 1 0.948 382.000
Category 2 0.042 17.000
Category 3 0.010 4.000
RANDOM STARTS RESULTS RANKED FROM THE BEST TO THE WORST LOGLIKELIHOOD VALUES
Final stage loglikelihood values at local maxima, seeds, and initial stage start numbers:
-1066.769 580405 286
-1066.769 464179 106
-1066.769 253358 2
-1066.769 217130 443
-1066.769 195763 358
-1066.770 479273 156
-1066.770 414284 158
-1066.771 728038 177
-1066.781 857799 315
-1066.794 960438 116
WARNING: WHEN ESTIMATING A MODEL WITH MORE THAN TWO CLASSES, IT MAY BE
NECESSARY TO INCREASE THE NUMBER OF RANDOM STARTS USING THE STARTS OPTION
TO AVOID LOCAL MAXIMA.
THE MODEL ESTIMATION TERMINATED NORMALLY
TESTS OF MODEL FIT
Loglikelihood
H0 Value -1066.769
H0 Scaling Correction Factor 1.004
for MLR
Information Criteria
Number of Free Parameters 11
Akaike (AIC) 2155.537
Bayesian (BIC) 2199.526
Sample-Size Adjusted BIC 2164.621
(n* = (n + 2) / 24)
Chi-Square Test of Model Fit for the Binary and Ordered Categorical
(Ordinal) Outcomes**
Pearson Chi-Square
Value 924.212
Degrees of Freedom 177110
P-Value 1.0000
Likelihood Ratio Chi-Square
Value 243.287
Degrees of Freedom 177110
P-Value 1.0000
** Of the 177147 cells in the latent class indicator table, 25
were deleted in the calculation of chi-square due to extreme values.
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON THE ESTIMATED MODEL
Latent
Classes
1 12.93127 0.03209
2 202.80880 0.50325
3 187.25993 0.46466
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASS PATTERNS
BASED ON ESTIMATED POSTERIOR PROBABILITIES
Latent
Classes
1 12.93423 0.03209
2 202.80579 0.50324
3 187.25998 0.46466
CLASSIFICATION QUALITY
Entropy 0.533
CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP
Class Counts and Proportions
Latent
Classes
1 6 0.01489
2 118 0.29280
3 279 0.69231
Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)
1 2 3
1 0.757 0.243 0.000
2 0.033 0.967 0.000
3 0.016 0.313 0.671
MODEL RESULTS
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Latent Class 1
I |
U11 1.000 0.000 999.000 999.000
U12 1.000 0.000 999.000 999.000
U13 1.000 0.000 999.000 999.000
U14 1.000 0.000 999.000 999.000
U15 1.000 0.000 999.000 999.000
U16 1.000 0.000 999.000 999.000
U17 1.000 0.000 999.000 999.000
U18 1.000 0.000 999.000 999.000
U19 1.000 0.000 999.000 999.000
U20 1.000 0.000 999.000 999.000
U21 1.000 0.000 999.000 999.000
S |
U11 -0.600 0.000 999.000 999.000
U12 -0.500 0.000 999.000 999.000
U13 -0.400 0.000 999.000 999.000
U14 -0.300 0.000 999.000 999.000
U15 -0.200 0.000 999.000 999.000
U16 -0.100 0.000 999.000 999.000
U17 0.000 0.000 999.000 999.000
U18 0.100 0.000 999.000 999.000
U19 0.200 0.000 999.000 999.000
U20 0.300 0.000 999.000 999.000
U21 0.400 0.000 999.000 999.000
Q |
U11 0.360 0.000 999.000 999.000
U12 0.250 0.000 999.000 999.000
U13 0.160 0.000 999.000 999.000
U14 0.090 0.000 999.000 999.000
U15 0.040 0.000 999.000 999.000
U16 0.010 0.000 999.000 999.000
U17 0.000 0.000 999.000 999.000
U18 0.010 0.000 999.000 999.000
U19 0.040 0.000 999.000 999.000
U20 0.090 0.000 999.000 999.000
U21 0.160 0.000 999.000 999.000
Means
I -3.176 3.630 -0.875 0.382
S -32.914 7.671 -4.291 0.000
Q -57.446 16.782 -3.423 0.001
Thresholds
U11$1 1.996 0.503 3.968 0.000
U11$2 3.810 0.544 7.000 0.000
U12$1 1.996 0.503 3.968 0.000
U12$2 3.810 0.544 7.000 0.000
U13$1 1.996 0.503 3.968 0.000
U13$2 3.810 0.544 7.000 0.000
U14$1 1.996 0.503 3.968 0.000
U14$2 3.810 0.544 7.000 0.000
U15$1 1.996 0.503 3.968 0.000
U15$2 3.810 0.544 7.000 0.000
U16$1 1.996 0.503 3.968 0.000
U16$2 3.810 0.544 7.000 0.000
U17$1 1.996 0.503 3.968 0.000
U17$2 3.810 0.544 7.000 0.000
U18$1 1.996 0.503 3.968 0.000
U18$2 3.810 0.544 7.000 0.000
U19$1 1.996 0.503 3.968 0.000
U19$2 3.810 0.544 7.000 0.000
U20$1 1.996 0.503 3.968 0.000
U20$2 3.810 0.544 7.000 0.000
U21$1 1.996 0.503 3.968 0.000
U21$2 3.810 0.544 7.000 0.000
Variances
I 2.107 4.249 0.496 0.620
S 0.000 0.000 999.000 999.000
Q 0.000 0.000 999.000 999.000
Latent Class 2
I |
U11 1.000 0.000 999.000 999.000
U12 1.000 0.000 999.000 999.000
U13 1.000 0.000 999.000 999.000
U14 1.000 0.000 999.000 999.000
U15 1.000 0.000 999.000 999.000
U16 1.000 0.000 999.000 999.000
U17 1.000 0.000 999.000 999.000
U18 1.000 0.000 999.000 999.000
U19 1.000 0.000 999.000 999.000
U20 1.000 0.000 999.000 999.000
U21 1.000 0.000 999.000 999.000
S |
U11 -0.600 0.000 999.000 999.000
U12 -0.500 0.000 999.000 999.000
U13 -0.400 0.000 999.000 999.000
U14 -0.300 0.000 999.000 999.000
U15 -0.200 0.000 999.000 999.000
U16 -0.100 0.000 999.000 999.000
U17 0.000 0.000 999.000 999.000
U18 0.100 0.000 999.000 999.000
U19 0.200 0.000 999.000 999.000
U20 0.300 0.000 999.000 999.000
U21 0.400 0.000 999.000 999.000
Q |
U11 0.360 0.000 999.000 999.000
U12 0.250 0.000 999.000 999.000
U13 0.160 0.000 999.000 999.000
U14 0.090 0.000 999.000 999.000
U15 0.040 0.000 999.000 999.000
U16 0.010 0.000 999.000 999.000
U17 0.000 0.000 999.000 999.000
U18 0.010 0.000 999.000 999.000
U19 0.040 0.000 999.000 999.000
U20 0.090 0.000 999.000 999.000
U21 0.160 0.000 999.000 999.000
Means
I 0.000 0.000 999.000 999.000
S 0.668 0.309 2.165 0.030
Q -5.969 0.925 -6.449 0.000
Thresholds
U11$1 1.996 0.503 3.968 0.000
U11$2 3.810 0.544 7.000 0.000
U12$1 1.996 0.503 3.968 0.000
U12$2 3.810 0.544 7.000 0.000
U13$1 1.996 0.503 3.968 0.000
U13$2 3.810 0.544 7.000 0.000
U14$1 1.996 0.503 3.968 0.000
U14$2 3.810 0.544 7.000 0.000
U15$1 1.996 0.503 3.968 0.000
U15$2 3.810 0.544 7.000 0.000
U16$1 1.996 0.503 3.968 0.000
U16$2 3.810 0.544 7.000 0.000
U17$1 1.996 0.503 3.968 0.000
U17$2 3.810 0.544 7.000 0.000
U18$1 1.996 0.503 3.968 0.000
U18$2 3.810 0.544 7.000 0.000
U19$1 1.996 0.503 3.968 0.000
U19$2 3.810 0.544 7.000 0.000
U20$1 1.996 0.503 3.968 0.000
U20$2 3.810 0.544 7.000 0.000
U21$1 1.996 0.503 3.968 0.000
U21$2 3.810 0.544 7.000 0.000
Variances
I 2.312 0.797 2.900 0.004
S 0.000 0.000 999.000 999.000
Q 0.000 0.000 999.000 999.000
Latent Class 3
I |
U11 1.000 0.000 999.000 999.000
U12 1.000 0.000 999.000 999.000
U13 1.000 0.000 999.000 999.000
U14 1.000 0.000 999.000 999.000
U15 1.000 0.000 999.000 999.000
U16 1.000 0.000 999.000 999.000
U17 1.000 0.000 999.000 999.000
U18 1.000 0.000 999.000 999.000
U19 1.000 0.000 999.000 999.000
U20 1.000 0.000 999.000 999.000
U21 1.000 0.000 999.000 999.000
S |
U11 -0.600 0.000 999.000 999.000
U12 -0.500 0.000 999.000 999.000
U13 -0.400 0.000 999.000 999.000
U14 -0.300 0.000 999.000 999.000
U15 -0.200 0.000 999.000 999.000
U16 -0.100 0.000 999.000 999.000
U17 0.000 0.000 999.000 999.000
U18 0.100 0.000 999.000 999.000
U19 0.200 0.000 999.000 999.000
U20 0.300 0.000 999.000 999.000
U21 0.400 0.000 999.000 999.000
Q |
U11 0.360 0.000 999.000 999.000
U12 0.250 0.000 999.000 999.000
U13 0.160 0.000 999.000 999.000
U14 0.090 0.000 999.000 999.000
U15 0.040 0.000 999.000 999.000
U16 0.010 0.000 999.000 999.000
U17 0.000 0.000 999.000 999.000
U18 0.010 0.000 999.000 999.000
U19 0.040 0.000 999.000 999.000
U20 0.090 0.000 999.000 999.000
U21 0.160 0.000 999.000 999.000
Means
I 0.000 0.000 999.000 999.000
S 0.000 0.000 999.000 999.000
Q 0.000 0.000 999.000 999.000
Thresholds
U11$1 15.000 0.000 999.000 999.000
U11$2 16.000 0.000 999.000 999.000
U12$1 15.000 0.000 999.000 999.000
U12$2 16.000 0.000 999.000 999.000
U13$1 15.000 0.000 999.000 999.000
U13$2 16.000 0.000 999.000 999.000
U14$1 15.000 0.000 999.000 999.000
U14$2 16.000 0.000 999.000 999.000
U15$1 15.000 0.000 999.000 999.000
U15$2 16.000 0.000 999.000 999.000
U16$1 15.000 0.000 999.000 999.000
U16$2 16.000 0.000 999.000 999.000
U17$1 15.000 0.000 999.000 999.000
U17$2 16.000 0.000 999.000 999.000
U18$1 15.000 0.000 999.000 999.000
U18$2 16.000 0.000 999.000 999.000
U19$1 15.000 0.000 999.000 999.000
U19$2 16.000 0.000 999.000 999.000
U20$1 15.000 0.000 999.000 999.000
U20$2 16.000 0.000 999.000 999.000
U21$1 15.000 0.000 999.000 999.000
U21$2 16.000 0.000 999.000 999.000
Variances
I 0.000 0.000 999.000 999.000
S 0.000 0.000 999.000 999.000
Q 0.000 0.000 999.000 999.000
Categorical Latent Variables
Means
C#1 -2.673 1.440 -1.856 0.063
C#2 0.080 0.411 0.194 0.846
QUALITY OF NUMERICAL RESULTS
Condition Number for the Information Matrix 0.123E-05
(ratio of smallest to largest eigenvalue)
RESIDUAL OUTPUT
UNIVARIATE DISTRIBUTION FIT FOR CLASS 1
Variable Estimated Residual (Observed-Estimated)
U11
Category 1 0.994 0.005
Category 2 0.005 -0.004
Category 3 0.001 -0.001
U12
Category 1 0.912 -0.002
Category 2 0.069 0.021
Category 3 0.019 -0.019
U13
Category 1 0.704 0.016
Category 2 0.203 -0.067
Category 3 0.093 0.051
U14
Category 1 0.583 -0.132
Category 2 0.261 0.287
Category 3 0.156 -0.155
U15
Category 1 0.655 0.058
Category 2 0.229 -0.035
Category 3 0.117 -0.023
U16
Category 1 0.862 -0.021
Category 2 0.105 -0.021
Category 3 0.033 0.042
U17
Category 1 0.985 0.010
Category 2 0.012 -0.009
Category 3 0.003 -0.001
U18
Category 1 1.000 0.000
Category 2 0.000 0.000
Category 3 0.000 0.000
U19
Category 1 1.000 0.000
Category 2 0.000 0.000
Category 3 0.000 0.000
U20
Category 1 1.000 0.000
Category 2 0.000 0.000
Category 3 0.000 0.000
U21
Category 1 1.000 0.000
Category 2 0.000 0.000
Category 3 0.000 0.000
BIVARIATE DISTRIBUTIONS FIT FOR CLASS 1
Variable Variable Estimated Residual (Observed-Estimated)
U11 U12
Category 1 Category 1 0.907 0.001
Category 1 Category 2 0.068 0.023
Category 1 Category 3 0.019 -0.019
Category 2 Category 1 0.003 -0.003
Category 2 Category 2 0.001 -0.001
Category 2 Category 3 0.001 -0.001
Category 3 Category 1 0.001 -0.001
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U11 U13
Category 1 Category 1 0.702 0.017
Category 1 Category 2 0.201 -0.065
Category 1 Category 3 0.091 0.053
Category 2 Category 1 0.002 -0.001
Category 2 Category 2 0.002 -0.002
Category 2 Category 3 0.002 -0.002
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U11 U14
Category 1 Category 1 0.582 -0.131
Category 1 Category 2 0.259 0.289
Category 1 Category 3 0.153 -0.153
Category 2 Category 1 0.001 0.000
Category 2 Category 2 0.002 -0.002
Category 2 Category 3 0.002 -0.002
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U11 U15
Category 1 Category 1 0.653 0.059
Category 1 Category 2 0.227 -0.033
Category 1 Category 3 0.114 -0.021
Category 2 Category 1 0.002 -0.001
Category 2 Category 2 0.002 -0.002
Category 2 Category 3 0.002 -0.002
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U11 U16
Category 1 Category 1 0.858 -0.018
Category 1 Category 2 0.103 -0.019
Category 1 Category 3 0.032 0.043
Category 2 Category 1 0.003 -0.002
Category 2 Category 2 0.001 -0.001
Category 2 Category 3 0.001 -0.001
Category 3 Category 1 0.001 -0.001
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U11 U17
Category 1 Category 1 0.980 0.015
Category 1 Category 2 0.012 -0.009
Category 1 Category 3 0.002 -0.001
Category 2 Category 1 0.005 -0.004
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.001 -0.001
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U11 U18
Category 1 Category 1 0.994 0.005
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.005 -0.004
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.001 -0.001
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U11 U19
Category 1 Category 1 0.994 0.005
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.005 -0.004
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.001 -0.001
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U11 U20
Category 1 Category 1 0.994 0.005
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.005 -0.004
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.001 -0.001
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U11 U21
Category 1 Category 1 0.994 0.005
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.005 -0.004
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.001 -0.001
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U12 U13
Category 1 Category 1 0.667 0.032
Category 1 Category 2 0.174 -0.038
Category 1 Category 3 0.071 0.005
Category 2 Category 1 0.030 -0.009
Category 2 Category 2 0.022 -0.022
Category 2 Category 3 0.016 0.053
Category 3 Category 1 0.007 -0.007
Category 3 Category 2 0.006 -0.006
Category 3 Category 3 0.006 -0.006
U12 U14
Category 1 Category 1 0.557 -0.127
Category 1 Category 2 0.232 0.247
Category 1 Category 3 0.123 -0.122
Category 2 Category 1 0.021 0.000
Category 2 Category 2 0.023 0.046
Category 2 Category 3 0.025 -0.025
Category 3 Category 1 0.005 -0.005
Category 3 Category 2 0.006 -0.006
Category 3 Category 3 0.008 -0.008
U12 U15
Category 1 Category 1 0.622 0.003
Category 1 Category 2 0.199 -0.006
Category 1 Category 3 0.090 0.001
Category 2 Category 1 0.026 0.062
Category 2 Category 2 0.023 -0.023
Category 2 Category 3 0.020 -0.017
Category 3 Category 1 0.006 -0.006
Category 3 Category 2 0.006 -0.006
Category 3 Category 3 0.007 -0.007
U12 U16
Category 1 Category 1 0.804 -0.049
Category 1 Category 2 0.084 -0.005
Category 1 Category 3 0.024 0.051
Category 2 Category 1 0.047 0.039
Category 2 Category 2 0.016 -0.011
Category 2 Category 3 0.007 -0.007
Category 3 Category 1 0.011 -0.011
Category 3 Category 2 0.005 -0.005
Category 3 Category 3 0.003 -0.003
U12 U17
Category 1 Category 1 0.901 0.006
Category 1 Category 2 0.009 -0.008
Category 1 Category 3 0.002 -0.001
Category 2 Category 1 0.066 0.022
Category 2 Category 2 0.003 0.000
Category 2 Category 3 0.001 -0.001
Category 3 Category 1 0.018 -0.018
Category 3 Category 2 0.001 -0.001
Category 3 Category 3 0.000 0.000
U12 U18
Category 1 Category 1 0.911 -0.002
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.069 0.021
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.019 -0.019
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U12 U19
Category 1 Category 1 0.912 -0.002
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.069 0.021
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.019 -0.019
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U12 U20
Category 1 Category 1 0.912 -0.002
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.069 0.021
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.019 -0.019
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U12 U21
Category 1 Category 1 0.912 -0.002
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.069 0.021
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.019 -0.019
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U13 U14
Category 1 Category 1 0.471 -0.039
Category 1 Category 2 0.162 0.126
Category 1 Category 3 0.072 -0.072
Category 2 Category 1 0.085 -0.065
Category 2 Category 2 0.068 0.048
Category 2 Category 3 0.050 -0.049
Category 3 Category 1 0.028 -0.028
Category 3 Category 2 0.031 0.113
Category 3 Category 3 0.034 -0.034
U13 U15
Category 1 Category 1 0.519 0.058
Category 1 Category 2 0.134 -0.009
Category 1 Category 3 0.051 -0.033
Category 2 Category 1 0.102 -0.034
Category 2 Category 2 0.064 0.005
Category 2 Category 3 0.038 -0.038
Category 3 Category 1 0.034 0.035
Category 3 Category 2 0.031 -0.031
Category 3 Category 3 0.028 0.047
U13 U16
Category 1 Category 1 0.642 0.041
Category 1 Category 2 0.050 -0.013
Category 1 Category 3 0.013 -0.013
Category 2 Category 1 0.159 -0.070
Category 2 Category 2 0.033 0.014
Category 2 Category 3 0.011 -0.011
Category 3 Category 1 0.061 0.008
Category 3 Category 2 0.022 -0.022
Category 3 Category 3 0.010 0.065
U13 U17
Category 1 Category 1 0.699 0.017
Category 1 Category 2 0.004 -0.001
Category 1 Category 3 0.001 0.000
Category 2 Category 1 0.198 -0.062
Category 2 Category 2 0.004 -0.004
Category 2 Category 3 0.001 -0.001
Category 3 Category 1 0.088 0.056
Category 3 Category 2 0.004 -0.004
Category 3 Category 3 0.001 -0.001
U13 U18
Category 1 Category 1 0.704 0.016
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.203 -0.067
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.093 0.051
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U13 U19
Category 1 Category 1 0.704 0.016
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.203 -0.067
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.093 0.051
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U13 U20
Category 1 Category 1 0.704 0.016
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.203 -0.067
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.093 0.051
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U13 U21
Category 1 Category 1 0.704 0.016
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.203 -0.067
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.093 0.051
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U14 U15
Category 1 Category 1 0.446 -0.047
Category 1 Category 2 0.101 -0.067
Category 1 Category 3 0.036 -0.018
Category 2 Category 1 0.146 0.168
Category 2 Category 2 0.076 0.083
Category 2 Category 3 0.039 0.036
Category 3 Category 1 0.063 -0.062
Category 3 Category 2 0.051 -0.051
Category 3 Category 3 0.042 -0.042
U14 U16
Category 1 Category 1 0.539 -0.109
Category 1 Category 2 0.035 -0.014
Category 1 Category 3 0.009 -0.009
Category 2 Category 1 0.215 0.195
Category 2 Category 2 0.036 0.027
Category 2 Category 3 0.011 0.064
Category 3 Category 1 0.108 -0.108
Category 3 Category 2 0.034 -0.034
Category 3 Category 3 0.014 -0.014
U14 U17
Category 1 Category 1 0.580 -0.132
Category 1 Category 2 0.003 0.000
Category 1 Category 3 0.001 0.000
Category 2 Category 1 0.256 0.291
Category 2 Category 2 0.004 -0.004
Category 2 Category 3 0.001 0.000
Category 3 Category 1 0.149 -0.149
Category 3 Category 2 0.005 -0.005
Category 3 Category 3 0.001 -0.001
U14 U18
Category 1 Category 1 0.583 -0.132
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.261 0.287
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.155 -0.155
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U14 U19
Category 1 Category 1 0.583 -0.132
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.261 0.287
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.156 -0.155
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U14 U20
Category 1 Category 1 0.583 -0.132
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.261 0.287
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.156 -0.155
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U14 U21
Category 1 Category 1 0.583 -0.132
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.261 0.287
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.156 -0.155
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U15 U16
Category 1 Category 1 0.600 0.037
Category 1 Category 2 0.043 0.032
Category 1 Category 3 0.011 -0.011
Category 2 Category 1 0.183 0.002
Category 2 Category 2 0.035 -0.026
Category 2 Category 3 0.011 -0.011
Category 3 Category 1 0.079 -0.060
Category 3 Category 2 0.027 -0.027
Category 3 Category 3 0.011 0.064
U15 U17
Category 1 Category 1 0.650 0.061
Category 1 Category 2 0.004 -0.003
Category 1 Category 3 0.001 0.000
Category 2 Category 1 0.224 -0.030
Category 2 Category 2 0.004 -0.004
Category 2 Category 3 0.001 -0.001
Category 3 Category 1 0.111 -0.020
Category 3 Category 2 0.004 -0.002
Category 3 Category 3 0.001 -0.001
U15 U18
Category 1 Category 1 0.655 0.058
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.229 -0.035
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.116 -0.023
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U15 U19
Category 1 Category 1 0.655 0.058
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.229 -0.035
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.117 -0.023
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U15 U20
Category 1 Category 1 0.655 0.058
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.229 -0.035
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.117 -0.023
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U15 U21
Category 1 Category 1 0.655 0.058
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.229 -0.035
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.117 -0.023
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U16 U17
Category 1 Category 1 0.853 -0.017
Category 1 Category 2 0.007 -0.004
Category 1 Category 3 0.001 0.000
Category 2 Category 1 0.101 -0.017
Category 2 Category 2 0.003 -0.003
Category 2 Category 3 0.001 -0.001
Category 3 Category 1 0.031 0.044
Category 3 Category 2 0.002 -0.002
Category 3 Category 3 0.000 0.000
U16 U18
Category 1 Category 1 0.861 -0.021
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.105 -0.020
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.033 0.042
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U16 U19
Category 1 Category 1 0.862 -0.021
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.105 -0.021
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.033 0.042
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U16 U20
Category 1 Category 1 0.862 -0.021
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.105 -0.021
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.033 0.042
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U16 U21
Category 1 Category 1 0.862 -0.021
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.105 -0.021
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.033 0.042
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U17 U18
Category 1 Category 1 0.985 0.010
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.012 -0.009
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.003 -0.001
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U17 U19
Category 1 Category 1 0.985 0.010
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.012 -0.009
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.003 -0.001
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U17 U20
Category 1 Category 1 0.985 0.010
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.012 -0.009
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.003 -0.001
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U17 U21
Category 1 Category 1 0.985 0.010
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.012 -0.009
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.003 -0.001
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U18 U19
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U18 U20
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U18 U21
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U19 U20
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U19 U21
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U20 U21
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
UNIVARIATE DISTRIBUTION FIT FOR CLASS 2
Variable Estimated Residual (Observed-Estimated)
U11
Category 1 0.972 -0.006
Category 2 0.023 0.002
Category 3 0.005 0.005
U12
Category 1 0.948 -0.002
Category 2 0.041 0.002
Category 3 0.010 -0.001
U13
Category 1 0.917 -0.002
Category 2 0.065 0.015
Category 3 0.018 -0.013
U14
Category 1 0.882 0.001
Category 2 0.090 -0.002
Category 3 0.028 0.001
U15
Category 1 0.848 0.017
Category 2 0.113 -0.017
Category 3 0.038 0.000
U16
Category 1 0.822 0.045
Category 2 0.130 -0.047
Category 3 0.047 0.002
U17
Category 1 0.808 -0.015
Category 2 0.140 -0.002
Category 3 0.052 0.017
U18
Category 1 0.807 -0.024
Category 2 0.140 0.028
Category 3 0.053 -0.003
U19
Category 1 0.820 -0.007
Category 2 0.132 0.011
Category 3 0.048 -0.004
U20
Category 1 0.845 -0.003
Category 2 0.116 -0.002
Category 3 0.040 0.005
U21
Category 1 0.877 0.019
Category 2 0.093 -0.009
Category 3 0.029 -0.010
BIVARIATE DISTRIBUTIONS FIT FOR CLASS 2
Variable Variable Estimated Residual (Observed-Estimated)
U11 U12
Category 1 Category 1 0.926 0.001
Category 1 Category 2 0.037 -0.008
Category 1 Category 3 0.009 0.001
Category 2 Category 1 0.018 -0.004
Category 2 Category 2 0.003 0.006
Category 2 Category 3 0.001 -0.001
Category 3 Category 1 0.004 0.001
Category 3 Category 2 0.001 0.004
Category 3 Category 3 0.000 0.000
U11 U13
Category 1 Category 1 0.897 -0.002
Category 1 Category 2 0.059 0.011
Category 1 Category 3 0.016 -0.015
Category 2 Category 1 0.016 -0.007
Category 2 Category 2 0.005 0.005
Category 2 Category 3 0.002 0.003
Category 3 Category 1 0.004 0.006
Category 3 Category 2 0.001 -0.001
Category 3 Category 3 0.001 -0.001
U11 U14
Category 1 Category 1 0.864 0.003
Category 1 Category 2 0.083 -0.005
Category 1 Category 3 0.025 -0.005
Category 2 Category 1 0.015 -0.005
Category 2 Category 2 0.006 0.004
Category 2 Category 3 0.003 0.002
Category 3 Category 1 0.003 0.002
Category 3 Category 2 0.001 -0.001
Category 3 Category 3 0.001 0.004
U11 U15
Category 1 Category 1 0.833 0.008
Category 1 Category 2 0.105 -0.014
Category 1 Category 3 0.034 0.000
Category 2 Category 1 0.013 0.007
Category 2 Category 2 0.006 -0.006
Category 2 Category 3 0.004 0.001
Category 3 Category 1 0.003 0.002
Category 3 Category 2 0.001 0.003
Category 3 Category 3 0.001 -0.001
U11 U16
Category 1 Category 1 0.808 0.049
Category 1 Category 2 0.122 -0.039
Category 1 Category 3 0.042 -0.017
Category 2 Category 1 0.012 -0.007
Category 2 Category 2 0.007 -0.007
Category 2 Category 3 0.004 0.016
Category 3 Category 1 0.003 0.002
Category 3 Category 2 0.002 -0.002
Category 3 Category 3 0.001 0.004
U11 U17
Category 1 Category 1 0.794 -0.011
Category 1 Category 2 0.131 -0.008
Category 1 Category 3 0.047 0.013
Category 2 Category 1 0.011 -0.007
Category 2 Category 2 0.007 0.003
Category 2 Category 3 0.005 0.005
Category 3 Category 1 0.002 0.003
Category 3 Category 2 0.002 0.003
Category 3 Category 3 0.001 -0.001
U11 U18
Category 1 Category 1 0.793 -0.025
Category 1 Category 2 0.132 0.021
Category 1 Category 3 0.047 -0.002
Category 2 Category 1 0.011 -0.007
Category 2 Category 2 0.007 0.008
Category 2 Category 3 0.005 0.000
Category 3 Category 1 0.002 0.007
Category 3 Category 2 0.002 -0.002
Category 3 Category 3 0.001 -0.001
U11 U19
Category 1 Category 1 0.806 -0.003
Category 1 Category 2 0.124 0.010
Category 1 Category 3 0.043 -0.013
Category 2 Category 1 0.012 -0.007
Category 2 Category 2 0.007 -0.002
Category 2 Category 3 0.004 0.011
Category 3 Category 1 0.003 0.002
Category 3 Category 2 0.002 0.003
Category 3 Category 3 0.001 -0.001
U11 U20
Category 1 Category 1 0.829 -0.002
Category 1 Category 2 0.108 -0.004
Category 1 Category 3 0.035 0.000
Category 2 Category 1 0.013 0.002
Category 2 Category 2 0.006 -0.001
Category 2 Category 3 0.004 0.001
Category 3 Category 1 0.003 -0.003
Category 3 Category 2 0.001 0.003
Category 3 Category 3 0.001 0.004
U11 U21
Category 1 Category 1 0.860 0.012
Category 1 Category 2 0.086 -0.007
Category 1 Category 3 0.026 -0.011
Category 2 Category 1 0.014 0.000
Category 2 Category 2 0.006 -0.001
Category 2 Category 3 0.003 0.002
Category 3 Category 1 0.003 0.007
Category 3 Category 2 0.001 -0.001
Category 3 Category 3 0.001 -0.001
U12 U13
Category 1 Category 1 0.879 -0.003
Category 1 Category 2 0.055 0.010
Category 1 Category 3 0.014 -0.009
Category 2 Category 1 0.031 0.002
Category 2 Category 2 0.008 0.002
Category 2 Category 3 0.003 -0.002
Category 3 Category 1 0.007 -0.002
Category 3 Category 2 0.002 0.003
Category 3 Category 3 0.001 -0.001
U12 U14
Category 1 Category 1 0.848 0.001
Category 1 Category 2 0.078 0.000
Category 1 Category 3 0.022 -0.003
Category 2 Category 1 0.028 0.001
Category 2 Category 2 0.010 0.001
Category 2 Category 3 0.004 0.001
Category 3 Category 1 0.006 -0.001
Category 3 Category 2 0.003 -0.003
Category 3 Category 3 0.002 0.003
U12 U15
Category 1 Category 1 0.818 0.019
Category 1 Category 2 0.099 -0.018
Category 1 Category 3 0.031 -0.002
Category 2 Category 1 0.025 -0.001
Category 2 Category 2 0.011 -0.001
Category 2 Category 3 0.006 0.004
Category 3 Category 1 0.006 -0.001
Category 3 Category 2 0.003 0.002
Category 3 Category 3 0.002 -0.002
U12 U16
Category 1 Category 1 0.794 0.039
Category 1 Category 2 0.116 -0.042
Category 1 Category 3 0.038 0.001
Category 2 Category 1 0.023 0.006
Category 2 Category 2 0.012 -0.007
Category 2 Category 3 0.007 0.003
Category 3 Category 1 0.005 0.000
Category 3 Category 2 0.003 0.002
Category 3 Category 3 0.002 -0.002
U12 U17
Category 1 Category 1 0.781 -0.012
Category 1 Category 2 0.124 -0.006
Category 1 Category 3 0.043 0.016
Category 2 Category 1 0.022 -0.003
Category 2 Category 2 0.012 0.008
Category 2 Category 3 0.007 -0.002
Category 3 Category 1 0.005 0.000
Category 3 Category 2 0.003 -0.003
Category 3 Category 3 0.002 0.003
U12 U18
Category 1 Category 1 0.780 -0.026
Category 1 Category 2 0.125 0.028
Category 1 Category 3 0.043 -0.003
Category 2 Category 1 0.022 0.007
Category 2 Category 2 0.012 -0.002
Category 2 Category 3 0.007 -0.002
Category 3 Category 1 0.005 -0.005
Category 3 Category 2 0.003 0.002
Category 3 Category 3 0.002 0.003
U12 U19
Category 1 Category 1 0.792 -0.008
Category 1 Category 2 0.117 0.011
Category 1 Category 3 0.039 -0.004
Category 2 Category 1 0.023 0.006
Category 2 Category 2 0.012 -0.007
Category 2 Category 3 0.007 0.003
Category 3 Category 1 0.005 -0.005
Category 3 Category 2 0.003 0.007
Category 3 Category 3 0.002 -0.002
U12 U20
Category 1 Category 1 0.815 -0.006
Category 1 Category 2 0.102 -0.003
Category 1 Category 3 0.032 0.008
Category 2 Category 1 0.025 0.004
Category 2 Category 2 0.011 0.004
Category 2 Category 3 0.006 -0.006
Category 3 Category 1 0.006 -0.001
Category 3 Category 2 0.003 -0.003
Category 3 Category 3 0.002 0.003
U12 U21
Category 1 Category 1 0.844 0.014
Category 1 Category 2 0.081 -0.012
Category 1 Category 3 0.023 -0.004
Category 2 Category 1 0.027 0.007
Category 2 Category 2 0.010 0.000
Category 2 Category 3 0.004 -0.004
Category 3 Category 1 0.006 -0.001
Category 3 Category 2 0.003 0.002
Category 3 Category 3 0.002 -0.002
U13 U14
Category 1 Category 1 0.825 0.014
Category 1 Category 2 0.072 -0.001
Category 1 Category 3 0.020 -0.015
Category 2 Category 1 0.045 -0.002
Category 2 Category 2 0.014 0.003
Category 2 Category 3 0.006 0.014
Category 3 Category 1 0.011 -0.011
Category 3 Category 2 0.005 -0.004
Category 3 Category 3 0.002 0.002
U13 U15
Category 1 Category 1 0.797 0.003
Category 1 Category 2 0.092 -0.016
Category 1 Category 3 0.028 0.011
Category 2 Category 1 0.041 0.019
Category 2 Category 2 0.016 0.004
Category 2 Category 3 0.008 -0.008
Category 3 Category 1 0.010 -0.005
Category 3 Category 2 0.005 -0.005
Category 3 Category 3 0.003 -0.003
U13 U16
Category 1 Category 1 0.775 0.023
Category 1 Category 2 0.107 -0.026
Category 1 Category 3 0.034 0.000
Category 2 Category 1 0.038 0.030
Category 2 Category 2 0.018 -0.016
Category 2 Category 3 0.009 0.001
Category 3 Category 1 0.009 -0.009
Category 3 Category 2 0.005 -0.005
Category 3 Category 3 0.004 0.001
U13 U17
Category 1 Category 1 0.763 -0.016
Category 1 Category 2 0.116 -0.008
Category 1 Category 3 0.038 0.021
Category 2 Category 1 0.037 0.009
Category 2 Category 2 0.018 0.006
Category 2 Category 3 0.010 0.000
Category 3 Category 1 0.009 -0.008
Category 3 Category 2 0.005 -0.001
Category 3 Category 3 0.004 -0.004
U13 U18
Category 1 Category 1 0.762 -0.015
Category 1 Category 2 0.116 0.022
Category 1 Category 3 0.039 -0.009
Category 2 Category 1 0.037 -0.001
Category 2 Category 2 0.018 0.006
Category 2 Category 3 0.010 0.010
Category 3 Category 1 0.009 -0.008
Category 3 Category 2 0.005 -0.001
Category 3 Category 3 0.004 -0.004
U13 U19
Category 1 Category 1 0.773 -0.007
Category 1 Category 2 0.109 0.010
Category 1 Category 3 0.035 -0.005
Category 2 Category 1 0.038 0.008
Category 2 Category 2 0.018 0.007
Category 2 Category 3 0.009 0.001
Category 3 Category 1 0.009 -0.008
Category 3 Category 2 0.005 -0.005
Category 3 Category 3 0.004 0.001
U13 U20
Category 1 Category 1 0.794 0.002
Category 1 Category 2 0.094 0.000
Category 1 Category 3 0.029 -0.004
Category 2 Category 1 0.041 0.000
Category 2 Category 2 0.016 0.003
Category 2 Category 3 0.008 0.012
Category 3 Category 1 0.010 -0.004
Category 3 Category 2 0.005 -0.005
Category 3 Category 3 0.003 -0.003
U13 U21
Category 1 Category 1 0.822 0.009
Category 1 Category 2 0.074 0.000
Category 1 Category 3 0.021 -0.011
Category 2 Category 1 0.045 0.016
Category 2 Category 2 0.014 -0.004
Category 2 Category 3 0.006 0.004
Category 3 Category 1 0.011 -0.005
Category 3 Category 2 0.005 -0.005
Category 3 Category 3 0.003 -0.003
U14 U15
Category 1 Category 1 0.773 -0.006
Category 1 Category 2 0.084 -0.002
Category 1 Category 3 0.025 0.009
Category 2 Category 1 0.060 0.014
Category 2 Category 2 0.021 -0.012
Category 2 Category 3 0.009 -0.004
Category 3 Category 1 0.016 0.009
Category 3 Category 2 0.008 -0.003
Category 3 Category 3 0.005 -0.005
U14 U16
Category 1 Category 1 0.752 0.018
Category 1 Category 2 0.099 -0.021
Category 1 Category 3 0.031 0.004
Category 2 Category 1 0.056 0.017
Category 2 Category 2 0.023 -0.018
Category 2 Category 3 0.011 -0.001
Category 3 Category 1 0.015 0.010
Category 3 Category 2 0.008 -0.008
Category 3 Category 3 0.005 0.000
U14 U17
Category 1 Category 1 0.741 -0.021
Category 1 Category 2 0.107 0.006
Category 1 Category 3 0.034 0.015
Category 2 Category 1 0.054 0.005
Category 2 Category 2 0.024 -0.010
Category 2 Category 3 0.012 0.002
Category 3 Category 1 0.014 0.001
Category 3 Category 2 0.008 0.001
Category 3 Category 3 0.006 -0.001
U14 U18
Category 1 Category 1 0.740 -0.025
Category 1 Category 2 0.107 0.031
Category 1 Category 3 0.034 -0.005
Category 2 Category 1 0.053 0.005
Category 2 Category 2 0.024 0.000
Category 2 Category 3 0.012 -0.007
Category 3 Category 1 0.014 -0.004
Category 3 Category 2 0.008 -0.003
Category 3 Category 3 0.006 0.009
U14 U19
Category 1 Category 1 0.750 -0.021
Category 1 Category 2 0.100 0.023
Category 1 Category 3 0.031 -0.002
Category 2 Category 1 0.055 0.008
Category 2 Category 2 0.024 -0.009
Category 2 Category 3 0.011 -0.002
Category 3 Category 1 0.014 0.005
Category 3 Category 2 0.008 -0.003
Category 3 Category 3 0.005 -0.001
U14 U20
Category 1 Category 1 0.770 -0.011
Category 1 Category 2 0.086 0.012
Category 1 Category 3 0.025 -0.001
Category 2 Category 1 0.059 0.014
Category 2 Category 2 0.022 -0.012
Category 2 Category 3 0.010 -0.005
Category 3 Category 1 0.016 -0.006
Category 3 Category 2 0.008 -0.003
Category 3 Category 3 0.005 0.010
U14 U21
Category 1 Category 1 0.796 0.013
Category 1 Category 2 0.068 -0.004
Category 1 Category 3 0.018 -0.009
Category 2 Category 1 0.064 -0.001
Category 2 Category 2 0.019 -0.004
Category 2 Category 3 0.007 0.003
Category 3 Category 1 0.017 0.007
Category 3 Category 2 0.007 -0.002
Category 3 Category 3 0.004 -0.004
U15 U16
Category 1 Category 1 0.730 0.042
Category 1 Category 2 0.091 -0.027
Category 1 Category 3 0.028 0.002
Category 2 Category 1 0.072 0.000
Category 2 Category 2 0.028 -0.009
Category 2 Category 3 0.013 -0.008
Category 3 Category 1 0.020 0.003
Category 3 Category 2 0.011 -0.011
Category 3 Category 3 0.007 0.008
U15 U17
Category 1 Category 1 0.719 0.004
Category 1 Category 2 0.099 -0.010
Category 1 Category 3 0.031 0.023
Category 2 Category 1 0.070 -0.008
Category 2 Category 2 0.029 -0.005
Category 2 Category 3 0.014 -0.004
Category 3 Category 1 0.019 -0.010
Category 3 Category 2 0.011 0.013
Category 3 Category 3 0.008 -0.003
U15 U18
Category 1 Category 1 0.718 0.004
Category 1 Category 2 0.099 0.014
Category 1 Category 3 0.031 -0.001
Category 2 Category 1 0.070 -0.033
Category 2 Category 2 0.029 0.025
Category 2 Category 3 0.014 -0.009
Category 3 Category 1 0.019 0.004
Category 3 Category 2 0.011 -0.011
Category 3 Category 3 0.008 0.007
U15 U19
Category 1 Category 1 0.728 -0.005
Category 1 Category 2 0.092 0.031
Category 1 Category 3 0.028 -0.008
Category 2 Category 1 0.072 0.009
Category 2 Category 2 0.028 -0.018
Category 2 Category 3 0.013 -0.008
Category 3 Category 1 0.020 -0.011
Category 3 Category 2 0.011 -0.001
Category 3 Category 3 0.007 0.013
U15 U20
Category 1 Category 1 0.746 0.001
Category 1 Category 2 0.079 0.009
Category 1 Category 3 0.023 0.007
Category 2 Category 1 0.077 -0.010
Category 2 Category 2 0.026 -0.001
Category 2 Category 3 0.011 -0.006
Category 3 Category 1 0.022 0.007
Category 3 Category 2 0.011 -0.011
Category 3 Category 3 0.006 0.004
U15 U21
Category 1 Category 1 0.770 0.031
Category 1 Category 2 0.062 -0.008
Category 1 Category 3 0.017 -0.007
Category 2 Category 1 0.083 -0.002
Category 2 Category 2 0.022 -0.012
Category 2 Category 3 0.008 -0.003
Category 3 Category 1 0.024 -0.010
Category 3 Category 2 0.009 0.010
Category 3 Category 3 0.005 0.000
U16 U17
Category 1 Category 1 0.701 0.013
Category 1 Category 2 0.093 0.015
Category 1 Category 3 0.028 0.016
Category 2 Category 1 0.083 -0.019
Category 2 Category 2 0.033 -0.028
Category 2 Category 3 0.015 0.000
Category 3 Category 1 0.024 -0.009
Category 3 Category 2 0.014 0.011
Category 3 Category 3 0.009 0.001
U16 U18
Category 1 Category 1 0.701 -0.001
Category 1 Category 2 0.093 0.040
Category 1 Category 3 0.029 0.006
Category 2 Category 1 0.082 -0.019
Category 2 Category 2 0.033 -0.018
Category 2 Category 3 0.015 -0.010
Category 3 Category 1 0.024 -0.004
Category 3 Category 2 0.014 0.006
Category 3 Category 3 0.009 0.001
U16 U19
Category 1 Category 1 0.710 0.039
Category 1 Category 2 0.087 0.007
Category 1 Category 3 0.026 -0.001
Category 2 Category 1 0.085 -0.031
Category 2 Category 2 0.031 -0.007
Category 2 Category 3 0.014 -0.009
Category 3 Category 1 0.025 -0.015
Category 3 Category 2 0.014 0.011
Category 3 Category 3 0.008 0.006
U16 U20
Category 1 Category 1 0.727 0.027
Category 1 Category 2 0.074 0.019
Category 1 Category 3 0.021 -0.001
Category 2 Category 1 0.090 -0.027
Category 2 Category 2 0.028 -0.014
Category 2 Category 3 0.011 -0.006
Category 3 Category 1 0.027 -0.002
Category 3 Category 2 0.013 -0.008
Category 3 Category 3 0.007 0.013
U16 U21
Category 1 Category 1 0.750 0.044
Category 1 Category 2 0.058 0.001
Category 1 Category 3 0.015 0.000
Category 2 Category 1 0.098 -0.019
Category 2 Category 2 0.024 -0.019
Category 2 Category 3 0.009 -0.009
Category 3 Category 1 0.030 -0.005
Category 3 Category 2 0.011 0.008
Category 3 Category 3 0.006 -0.001
U17 U18
Category 1 Category 1 0.691 -0.006
Category 1 Category 2 0.090 -0.011
Category 1 Category 3 0.027 0.002
Category 2 Category 1 0.090 -0.026
Category 2 Category 2 0.035 0.030
Category 2 Category 3 0.015 -0.006
Category 3 Category 1 0.027 0.007
Category 3 Category 2 0.015 0.009
Category 3 Category 3 0.010 0.000
U17 U19
Category 1 Category 1 0.700 0.000
Category 1 Category 2 0.084 0.005
Category 1 Category 3 0.025 -0.020
Category 2 Category 1 0.092 -0.024
Category 2 Category 2 0.033 0.011
Category 2 Category 3 0.014 0.011
Category 3 Category 1 0.028 0.016
Category 3 Category 2 0.015 -0.005
Category 3 Category 3 0.009 0.006
U17 U20
Category 1 Category 1 0.716 -0.027
Category 1 Category 2 0.072 0.012
Category 1 Category 3 0.020 0.000
Category 2 Category 1 0.098 0.000
Category 2 Category 2 0.030 -0.005
Category 2 Category 3 0.012 0.003
Category 3 Category 1 0.030 0.024
Category 3 Category 2 0.014 -0.009
Category 3 Category 3 0.008 0.002
U17 U21
Category 1 Category 1 0.738 0.001
Category 1 Category 2 0.056 -0.006
Category 1 Category 3 0.015 -0.010
Category 2 Category 1 0.106 0.003
Category 2 Category 2 0.025 -0.005
Category 2 Category 3 0.009 0.001
Category 3 Category 1 0.034 0.016
Category 3 Category 2 0.013 0.002
Category 3 Category 3 0.006 -0.001
U18 U19
Category 1 Category 1 0.699 -0.029
Category 1 Category 2 0.084 0.020
Category 1 Category 3 0.025 -0.015
Category 2 Category 1 0.093 0.030
Category 2 Category 2 0.033 -0.004
Category 2 Category 3 0.014 0.001
Category 3 Category 1 0.028 -0.009
Category 3 Category 2 0.015 -0.005
Category 3 Category 3 0.009 0.011
U18 U20
Category 1 Category 1 0.716 -0.031
Category 1 Category 2 0.071 0.002
Category 1 Category 3 0.020 0.005
Category 2 Category 1 0.098 0.025
Category 2 Category 2 0.030 0.005
Category 2 Category 3 0.012 -0.002
Category 3 Category 1 0.031 0.004
Category 3 Category 2 0.014 -0.009
Category 3 Category 3 0.008 0.002
U18 U21
Category 1 Category 1 0.737 -0.023
Category 1 Category 2 0.055 0.004
Category 1 Category 3 0.014 -0.005
Category 2 Category 1 0.106 0.042
Category 2 Category 2 0.025 -0.015
Category 2 Category 3 0.009 0.001
Category 3 Category 1 0.034 0.001
Category 3 Category 2 0.013 0.002
Category 3 Category 3 0.006 -0.006
U19 U20
Category 1 Category 1 0.725 -0.016
Category 1 Category 2 0.074 0.010
Category 1 Category 3 0.021 -0.001
Category 2 Category 1 0.092 0.012
Category 2 Category 2 0.029 -0.004
Category 2 Category 3 0.011 0.003
Category 3 Category 1 0.028 0.002
Category 3 Category 2 0.013 -0.008
Category 3 Category 3 0.007 0.003
U19 U21
Category 1 Category 1 0.748 0.016
Category 1 Category 2 0.057 -0.013
Category 1 Category 3 0.015 -0.010
Category 2 Category 1 0.099 0.009
Category 2 Category 2 0.024 0.005
Category 2 Category 3 0.009 -0.004
Category 3 Category 1 0.031 -0.006
Category 3 Category 2 0.012 -0.002
Category 3 Category 3 0.006 0.004
U20 U21
Category 1 Category 1 0.767 0.006
Category 1 Category 2 0.061 -0.002
Category 1 Category 3 0.016 -0.006
Category 2 Category 1 0.085 0.013
Category 2 Category 2 0.022 -0.007
Category 2 Category 3 0.008 -0.008
Category 3 Category 1 0.025 0.000
Category 3 Category 2 0.010 0.000
Category 3 Category 3 0.005 0.005
UNIVARIATE DISTRIBUTION FIT FOR CLASS 3
Variable Estimated Residual (Observed-Estimated)
U11
Category 1 1.000 0.000
Category 2 0.000 0.000
Category 3 0.000 0.000
U12
Category 1 1.000 0.000
Category 2 0.000 0.000
Category 3 0.000 0.000
U13
Category 1 1.000 0.000
Category 2 0.000 0.000
Category 3 0.000 0.000
U14
Category 1 1.000 0.000
Category 2 0.000 0.000
Category 3 0.000 0.000
U15
Category 1 1.000 0.000
Category 2 0.000 0.000
Category 3 0.000 0.000
U16
Category 1 1.000 0.000
Category 2 0.000 0.000
Category 3 0.000 0.000
U17
Category 1 1.000 0.000
Category 2 0.000 0.000
Category 3 0.000 0.000
U18
Category 1 1.000 0.000
Category 2 0.000 0.000
Category 3 0.000 0.000
U19
Category 1 1.000 0.000
Category 2 0.000 0.000
Category 3 0.000 0.000
U20
Category 1 1.000 0.000
Category 2 0.000 0.000
Category 3 0.000 0.000
U21
Category 1 1.000 0.000
Category 2 0.000 0.000
Category 3 0.000 0.000
BIVARIATE DISTRIBUTIONS FIT FOR CLASS 3
Variable Variable Estimated Residual (Observed-Estimated)
U11 U12
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U11 U13
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U11 U14
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U11 U15
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U11 U16
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U11 U17
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U11 U18
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U11 U19
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U11 U20
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U11 U21
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U12 U13
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U12 U14
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U12 U15
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U12 U16
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U12 U17
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U12 U18
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U12 U19
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U12 U20
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U12 U21
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U13 U14
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U13 U15
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U13 U16
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U13 U17
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U13 U18
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U13 U19
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U13 U20
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U13 U21
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U14 U15
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U14 U16
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U14 U17
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U14 U18
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U14 U19
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U14 U20
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U14 U21
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U15 U16
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U15 U17
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U15 U18
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U15 U19
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U15 U20
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U15 U21
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U16 U17
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U16 U18
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U16 U19
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U16 U20
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U16 U21
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U17 U18
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U17 U19
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U17 U20
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U17 U21
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U18 U19
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U18 U20
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U18 U21
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U19 U20
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U19 U21
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
U20 U21
Category 1 Category 1 1.000 0.000
Category 1 Category 2 0.000 0.000
Category 1 Category 3 0.000 0.000
Category 2 Category 1 0.000 0.000
Category 2 Category 2 0.000 0.000
Category 2 Category 3 0.000 0.000
Category 3 Category 1 0.000 0.000
Category 3 Category 2 0.000 0.000
Category 3 Category 3 0.000 0.000
TECHNICAL 1 OUTPUT
PARAMETER SPECIFICATION FOR LATENT CLASS 1
NU
U11 U12 U13 U14 U15
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
U16 U17 U18 U19 U20
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
U21
________
1 0
LAMBDA
I S Q
________ ________ ________
U11 0 0 0
U12 0 0 0
U13 0 0 0
U14 0 0 0
U15 0 0 0
U16 0 0 0
U17 0 0 0
U18 0 0 0
U19 0 0 0
U20 0 0 0
U21 0 0 0
THETA
U11 U12 U13 U14 U15
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U15 0 0 0 0 0
U16 0 0 0 0 0
U17 0 0 0 0 0
U18 0 0 0 0 0
U19 0 0 0 0 0
U20 0 0 0 0 0
U21 0 0 0 0 0
THETA
U16 U17 U18 U19 U20
________ ________ ________ ________ ________
U16 0
U17 0 0
U18 0 0 0
U19 0 0 0 0
U20 0 0 0 0 0
U21 0 0 0 0 0
THETA
U21
________
U21 0
ALPHA
I S Q
________ ________ ________
1 1 2 3
BETA
I S Q
________ ________ ________
I 0 0 0
S 0 0 0
Q 0 0 0
PSI
I S Q
________ ________ ________
I 4
S 0 0
Q 0 0 0
PARAMETER SPECIFICATION FOR LATENT CLASS 2
NU
U11 U12 U13 U14 U15
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
U16 U17 U18 U19 U20
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
U21
________
1 0
LAMBDA
I S Q
________ ________ ________
U11 0 0 0
U12 0 0 0
U13 0 0 0
U14 0 0 0
U15 0 0 0
U16 0 0 0
U17 0 0 0
U18 0 0 0
U19 0 0 0
U20 0 0 0
U21 0 0 0
THETA
U11 U12 U13 U14 U15
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U15 0 0 0 0 0
U16 0 0 0 0 0
U17 0 0 0 0 0
U18 0 0 0 0 0
U19 0 0 0 0 0
U20 0 0 0 0 0
U21 0 0 0 0 0
THETA
U16 U17 U18 U19 U20
________ ________ ________ ________ ________
U16 0
U17 0 0
U18 0 0 0
U19 0 0 0 0
U20 0 0 0 0 0
U21 0 0 0 0 0
THETA
U21
________
U21 0
ALPHA
I S Q
________ ________ ________
1 0 5 6
BETA
I S Q
________ ________ ________
I 0 0 0
S 0 0 0
Q 0 0 0
PSI
I S Q
________ ________ ________
I 7
S 0 0
Q 0 0 0
PARAMETER SPECIFICATION FOR LATENT CLASS 3
NU
U11 U12 U13 U14 U15
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
U16 U17 U18 U19 U20
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
U21
________
1 0
LAMBDA
I S Q
________ ________ ________
U11 0 0 0
U12 0 0 0
U13 0 0 0
U14 0 0 0
U15 0 0 0
U16 0 0 0
U17 0 0 0
U18 0 0 0
U19 0 0 0
U20 0 0 0
U21 0 0 0
THETA
U11 U12 U13 U14 U15
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U15 0 0 0 0 0
U16 0 0 0 0 0
U17 0 0 0 0 0
U18 0 0 0 0 0
U19 0 0 0 0 0
U20 0 0 0 0 0
U21 0 0 0 0 0
THETA
U16 U17 U18 U19 U20
________ ________ ________ ________ ________
U16 0
U17 0 0
U18 0 0 0
U19 0 0 0 0
U20 0 0 0 0 0
U21 0 0 0 0 0
THETA
U21
________
U21 0
ALPHA
I S Q
________ ________ ________
1 0 0 0
BETA
I S Q
________ ________ ________
I 0 0 0
S 0 0 0
Q 0 0 0
PSI
I S Q
________ ________ ________
I 0
S 0 0
Q 0 0 0
PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART
TAU(U) FOR LATENT CLASS 1
U11$1 U11$2 U12$1 U12$2 U13$1
________ ________ ________ ________ ________
1 8 9 8 9 8
TAU(U) FOR LATENT CLASS 1
U13$2 U14$1 U14$2 U15$1 U15$2
________ ________ ________ ________ ________
1 9 8 9 8 9
TAU(U) FOR LATENT CLASS 1
U16$1 U16$2 U17$1 U17$2 U18$1
________ ________ ________ ________ ________
1 8 9 8 9 8
TAU(U) FOR LATENT CLASS 1
U18$2 U19$1 U19$2 U20$1 U20$2
________ ________ ________ ________ ________
1 9 8 9 8 9
TAU(U) FOR LATENT CLASS 1
U21$1 U21$2
________ ________
1 8 9
TAU(U) FOR LATENT CLASS 2
U11$1 U11$2 U12$1 U12$2 U13$1
________ ________ ________ ________ ________
1 8 9 8 9 8
TAU(U) FOR LATENT CLASS 2
U13$2 U14$1 U14$2 U15$1 U15$2
________ ________ ________ ________ ________
1 9 8 9 8 9
TAU(U) FOR LATENT CLASS 2
U16$1 U16$2 U17$1 U17$2 U18$1
________ ________ ________ ________ ________
1 8 9 8 9 8
TAU(U) FOR LATENT CLASS 2
U18$2 U19$1 U19$2 U20$1 U20$2
________ ________ ________ ________ ________
1 9 8 9 8 9
TAU(U) FOR LATENT CLASS 2
U21$1 U21$2
________ ________
1 8 9
TAU(U) FOR LATENT CLASS 3
U11$1 U11$2 U12$1 U12$2 U13$1
________ ________ ________ ________ ________
1 0 0 0 0 0
TAU(U) FOR LATENT CLASS 3
U13$2 U14$1 U14$2 U15$1 U15$2
________ ________ ________ ________ ________
1 0 0 0 0 0
TAU(U) FOR LATENT CLASS 3
U16$1 U16$2 U17$1 U17$2 U18$1
________ ________ ________ ________ ________
1 0 0 0 0 0
TAU(U) FOR LATENT CLASS 3
U18$2 U19$1 U19$2 U20$1 U20$2
________ ________ ________ ________ ________
1 0 0 0 0 0
TAU(U) FOR LATENT CLASS 3
U21$1 U21$2
________ ________
1 0 0
PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART
ALPHA(C)
C#1 C#2 C#3
________ ________ ________
1 10 11 0
GAMMA(C)
I S Q
________ ________ ________
C#1 0 0 0
C#2 0 0 0
C#3 0 0 0
STARTING VALUES FOR LATENT CLASS 1
NU
U11 U12 U13 U14 U15
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
U16 U17 U18 U19 U20
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
U21
________
1 0.000
LAMBDA
I S Q
________ ________ ________
U11 1.000 -0.600 0.360
U12 1.000 -0.500 0.250
U13 1.000 -0.400 0.160
U14 1.000 -0.300 0.090
U15 1.000 -0.200 0.040
U16 1.000 -0.100 0.010
U17 1.000 0.000 0.000
U18 1.000 0.100 0.010
U19 1.000 0.200 0.040
U20 1.000 0.300 0.090
U21 1.000 0.400 0.160
THETA
U11 U12 U13 U14 U15
________ ________ ________ ________ ________
U11 1.000
U12 0.000 1.000
U13 0.000 0.000 1.000
U14 0.000 0.000 0.000 1.000
U15 0.000 0.000 0.000 0.000 1.000
U16 0.000 0.000 0.000 0.000 0.000
U17 0.000 0.000 0.000 0.000 0.000
U18 0.000 0.000 0.000 0.000 0.000
U19 0.000 0.000 0.000 0.000 0.000
U20 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
THETA
U16 U17 U18 U19 U20
________ ________ ________ ________ ________
U16 1.000
U17 0.000 1.000
U18 0.000 0.000 1.000
U19 0.000 0.000 0.000 1.000
U20 0.000 0.000 0.000 0.000 1.000
U21 0.000 0.000 0.000 0.000 0.000
THETA
U21
________
U21 1.000
ALPHA
I S Q
________ ________ ________
1 2.000 0.000 0.000
BETA
I S Q
________ ________ ________
I 0.000 0.000 0.000
S 0.000 0.000 0.000
Q 0.000 0.000 0.000
PSI
I S Q
________ ________ ________
I 0.050
S 0.000 0.000
Q 0.000 0.000 0.000
STARTING VALUES FOR LATENT CLASS 2
NU
U11 U12 U13 U14 U15
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
U16 U17 U18 U19 U20
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
U21
________
1 0.000
LAMBDA
I S Q
________ ________ ________
U11 1.000 -0.600 0.360
U12 1.000 -0.500 0.250
U13 1.000 -0.400 0.160
U14 1.000 -0.300 0.090
U15 1.000 -0.200 0.040
U16 1.000 -0.100 0.010
U17 1.000 0.000 0.000
U18 1.000 0.100 0.010
U19 1.000 0.200 0.040
U20 1.000 0.300 0.090
U21 1.000 0.400 0.160
THETA
U11 U12 U13 U14 U15
________ ________ ________ ________ ________
U11 1.000
U12 0.000 1.000
U13 0.000 0.000 1.000
U14 0.000 0.000 0.000 1.000
U15 0.000 0.000 0.000 0.000 1.000
U16 0.000 0.000 0.000 0.000 0.000
U17 0.000 0.000 0.000 0.000 0.000
U18 0.000 0.000 0.000 0.000 0.000
U19 0.000 0.000 0.000 0.000 0.000
U20 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
THETA
U16 U17 U18 U19 U20
________ ________ ________ ________ ________
U16 1.000
U17 0.000 1.000
U18 0.000 0.000 1.000
U19 0.000 0.000 0.000 1.000
U20 0.000 0.000 0.000 0.000 1.000
U21 0.000 0.000 0.000 0.000 0.000
THETA
U21
________
U21 1.000
ALPHA
I S Q
________ ________ ________
1 0.000 0.000 0.000
BETA
I S Q
________ ________ ________
I 0.000 0.000 0.000
S 0.000 0.000 0.000
Q 0.000 0.000 0.000
PSI
I S Q
________ ________ ________
I 0.050
S 0.000 0.000
Q 0.000 0.000 0.000
STARTING VALUES FOR LATENT CLASS 3
NU
U11 U12 U13 U14 U15
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
U16 U17 U18 U19 U20
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
U21
________
1 0.000
LAMBDA
I S Q
________ ________ ________
U11 1.000 -0.600 0.360
U12 1.000 -0.500 0.250
U13 1.000 -0.400 0.160
U14 1.000 -0.300 0.090
U15 1.000 -0.200 0.040
U16 1.000 -0.100 0.010
U17 1.000 0.000 0.000
U18 1.000 0.100 0.010
U19 1.000 0.200 0.040
U20 1.000 0.300 0.090
U21 1.000 0.400 0.160
THETA
U11 U12 U13 U14 U15
________ ________ ________ ________ ________
U11 1.000
U12 0.000 1.000
U13 0.000 0.000 1.000
U14 0.000 0.000 0.000 1.000
U15 0.000 0.000 0.000 0.000 1.000
U16 0.000 0.000 0.000 0.000 0.000
U17 0.000 0.000 0.000 0.000 0.000
U18 0.000 0.000 0.000 0.000 0.000
U19 0.000 0.000 0.000 0.000 0.000
U20 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
THETA
U16 U17 U18 U19 U20
________ ________ ________ ________ ________
U16 1.000
U17 0.000 1.000
U18 0.000 0.000 1.000
U19 0.000 0.000 0.000 1.000
U20 0.000 0.000 0.000 0.000 1.000
U21 0.000 0.000 0.000 0.000 0.000
THETA
U21
________
U21 1.000
ALPHA
I S Q
________ ________ ________
1 0.000 0.000 0.000
BETA
I S Q
________ ________ ________
I 0.000 0.000 0.000
S 0.000 0.000 0.000
Q 0.000 0.000 0.000
PSI
I S Q
________ ________ ________
I 0.000
S 0.000 0.000
Q 0.000 0.000 0.000
STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART
TAU(U) FOR LATENT CLASS 1
U11$1 U11$2 U12$1 U12$2 U13$1
________ ________ ________ ________ ________
1 2.210 3.700 2.210 3.700 2.210
TAU(U) FOR LATENT CLASS 1
U13$2 U14$1 U14$2 U15$1 U15$2
________ ________ ________ ________ ________
1 3.700 2.210 3.700 2.210 3.700
TAU(U) FOR LATENT CLASS 1
U16$1 U16$2 U17$1 U17$2 U18$1
________ ________ ________ ________ ________
1 2.210 3.700 2.210 3.700 2.210
TAU(U) FOR LATENT CLASS 1
U18$2 U19$1 U19$2 U20$1 U20$2
________ ________ ________ ________ ________
1 3.700 2.210 3.700 2.210 3.700
TAU(U) FOR LATENT CLASS 1
U21$1 U21$2
________ ________
1 2.210 3.700
TAU(U) FOR LATENT CLASS 2
U11$1 U11$2 U12$1 U12$2 U13$1
________ ________ ________ ________ ________
1 2.210 3.700 2.210 3.700 2.210
TAU(U) FOR LATENT CLASS 2
U13$2 U14$1 U14$2 U15$1 U15$2
________ ________ ________ ________ ________
1 3.700 2.210 3.700 2.210 3.700
TAU(U) FOR LATENT CLASS 2
U16$1 U16$2 U17$1 U17$2 U18$1
________ ________ ________ ________ ________
1 2.210 3.700 2.210 3.700 2.210
TAU(U) FOR LATENT CLASS 2
U18$2 U19$1 U19$2 U20$1 U20$2
________ ________ ________ ________ ________
1 3.700 2.210 3.700 2.210 3.700
TAU(U) FOR LATENT CLASS 2
U21$1 U21$2
________ ________
1 2.210 3.700
TAU(U) FOR LATENT CLASS 3
U11$1 U11$2 U12$1 U12$2 U13$1
________ ________ ________ ________ ________
1 15.000 16.000 15.000 16.000 15.000
TAU(U) FOR LATENT CLASS 3
U13$2 U14$1 U14$2 U15$1 U15$2
________ ________ ________ ________ ________
1 16.000 15.000 16.000 15.000 16.000
TAU(U) FOR LATENT CLASS 3
U16$1 U16$2 U17$1 U17$2 U18$1
________ ________ ________ ________ ________
1 15.000 16.000 15.000 16.000 15.000
TAU(U) FOR LATENT CLASS 3
U18$2 U19$1 U19$2 U20$1 U20$2
________ ________ ________ ________ ________
1 16.000 15.000 16.000 15.000 16.000
TAU(U) FOR LATENT CLASS 3
U21$1 U21$2
________ ________
1 15.000 16.000
STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART
ALPHA(C)
C#1 C#2 C#3
________ ________ ________
1 0.000 0.000 0.000
GAMMA(C)
I S Q
________ ________ ________
C#1 0.000 0.000 0.000
C#2 0.000 0.000 0.000
C#3 0.000 0.000 0.000
TECHNICAL 7 OUTPUT
UNIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 1
Variable
U11
Category 1 0.999
Category 2 0.001
Category 3 0.000
U12
Category 1 0.910
Category 2 0.090
Category 3 0.000
U13
Category 1 0.720
Category 2 0.136
Category 3 0.144
U14
Category 1 0.451
Category 2 0.548
Category 3 0.000
U15
Category 1 0.713
Category 2 0.194
Category 3 0.094
U16
Category 1 0.840
Category 2 0.085
Category 3 0.075
U17
Category 1 0.996
Category 2 0.003
Category 3 0.001
U18
Category 1 1.000
Category 2 0.000
Category 3 0.000
U19
Category 1 1.000
Category 2 0.000
Category 3 0.000
U20
Category 1 1.000
Category 2 0.000
Category 3 0.000
U21
Category 1 1.000
Category 2 0.000
Category 3 0.000
BIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 1
Variable Variable
U11 U12
Category 1 Category 1 0.909
Category 1 Category 2 0.090
Category 1 Category 3 0.000
Category 2 Category 1 0.001
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U11 U13
Category 1 Category 1 0.719
Category 1 Category 2 0.136
Category 1 Category 3 0.144
Category 2 Category 1 0.001
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U11 U14
Category 1 Category 1 0.451
Category 1 Category 2 0.548
Category 1 Category 3 0.000
Category 2 Category 1 0.001
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U11 U15
Category 1 Category 1 0.712
Category 1 Category 2 0.194
Category 1 Category 3 0.094
Category 2 Category 1 0.001
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U11 U16
Category 1 Category 1 0.840
Category 1 Category 2 0.085
Category 1 Category 3 0.075
Category 2 Category 1 0.001
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U11 U17
Category 1 Category 1 0.995
Category 1 Category 2 0.003
Category 1 Category 3 0.001
Category 2 Category 1 0.001
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U11 U18
Category 1 Category 1 0.999
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.001
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U11 U19
Category 1 Category 1 0.999
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.001
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U11 U20
Category 1 Category 1 0.999
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.001
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U11 U21
Category 1 Category 1 0.999
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.001
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U12 U13
Category 1 Category 1 0.698
Category 1 Category 2 0.136
Category 1 Category 3 0.075
Category 2 Category 1 0.021
Category 2 Category 2 0.000
Category 2 Category 3 0.069
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U12 U14
Category 1 Category 1 0.430
Category 1 Category 2 0.479
Category 1 Category 3 0.000
Category 2 Category 1 0.021
Category 2 Category 2 0.069
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U12 U15
Category 1 Category 1 0.625
Category 1 Category 2 0.194
Category 1 Category 3 0.091
Category 2 Category 1 0.088
Category 2 Category 2 0.000
Category 2 Category 3 0.003
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U12 U16
Category 1 Category 1 0.755
Category 1 Category 2 0.080
Category 1 Category 3 0.075
Category 2 Category 1 0.086
Category 2 Category 2 0.005
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U12 U17
Category 1 Category 1 0.908
Category 1 Category 2 0.001
Category 1 Category 3 0.001
Category 2 Category 1 0.088
Category 2 Category 2 0.003
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U12 U18
Category 1 Category 1 0.909
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.090
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U12 U19
Category 1 Category 1 0.910
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.090
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U12 U20
Category 1 Category 1 0.910
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.090
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U12 U21
Category 1 Category 1 0.910
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.090
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U13 U14
Category 1 Category 1 0.432
Category 1 Category 2 0.288
Category 1 Category 3 0.000
Category 2 Category 1 0.020
Category 2 Category 2 0.116
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.144
Category 3 Category 3 0.000
U13 U15
Category 1 Category 1 0.577
Category 1 Category 2 0.125
Category 1 Category 3 0.019
Category 2 Category 1 0.067
Category 2 Category 2 0.069
Category 2 Category 3 0.000
Category 3 Category 1 0.069
Category 3 Category 2 0.000
Category 3 Category 3 0.075
U13 U16
Category 1 Category 1 0.683
Category 1 Category 2 0.037
Category 1 Category 3 0.000
Category 2 Category 1 0.089
Category 2 Category 2 0.047
Category 2 Category 3 0.000
Category 3 Category 1 0.069
Category 3 Category 2 0.000
Category 3 Category 3 0.075
U13 U17
Category 1 Category 1 0.715
Category 1 Category 2 0.003
Category 1 Category 3 0.001
Category 2 Category 1 0.136
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.144
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U13 U18
Category 1 Category 1 0.720
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.136
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.144
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U13 U19
Category 1 Category 1 0.720
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.136
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.144
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U13 U20
Category 1 Category 1 0.720
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.136
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.144
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U13 U21
Category 1 Category 1 0.720
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.136
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.144
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U14 U15
Category 1 Category 1 0.399
Category 1 Category 2 0.034
Category 1 Category 3 0.019
Category 2 Category 1 0.314
Category 2 Category 2 0.159
Category 2 Category 3 0.075
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U14 U16
Category 1 Category 1 0.430
Category 1 Category 2 0.021
Category 1 Category 3 0.000
Category 2 Category 1 0.410
Category 2 Category 2 0.063
Category 2 Category 3 0.075
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U14 U17
Category 1 Category 1 0.448
Category 1 Category 2 0.003
Category 1 Category 3 0.000
Category 2 Category 1 0.547
Category 2 Category 2 0.000
Category 2 Category 3 0.001
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U14 U18
Category 1 Category 1 0.451
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.548
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U14 U19
Category 1 Category 1 0.451
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.548
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U14 U20
Category 1 Category 1 0.451
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.548
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U14 U21
Category 1 Category 1 0.451
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.548
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U15 U16
Category 1 Category 1 0.637
Category 1 Category 2 0.076
Category 1 Category 3 0.000
Category 2 Category 1 0.185
Category 2 Category 2 0.009
Category 2 Category 3 0.000
Category 3 Category 1 0.019
Category 3 Category 2 0.000
Category 3 Category 3 0.075
U15 U17
Category 1 Category 1 0.711
Category 1 Category 2 0.001
Category 1 Category 3 0.001
Category 2 Category 1 0.194
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.091
Category 3 Category 2 0.003
Category 3 Category 3 0.000
U15 U18
Category 1 Category 1 0.712
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.194
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.094
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U15 U19
Category 1 Category 1 0.713
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.194
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.094
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U15 U20
Category 1 Category 1 0.713
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.194
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.094
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U15 U21
Category 1 Category 1 0.713
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.194
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.094
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U16 U17
Category 1 Category 1 0.836
Category 1 Category 2 0.003
Category 1 Category 3 0.001
Category 2 Category 1 0.085
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.075
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U16 U18
Category 1 Category 1 0.840
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.085
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.075
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U16 U19
Category 1 Category 1 0.840
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.085
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.075
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U16 U20
Category 1 Category 1 0.840
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.085
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.075
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U16 U21
Category 1 Category 1 0.840
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.085
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.075
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U17 U18
Category 1 Category 1 0.995
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.003
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.001
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U17 U19
Category 1 Category 1 0.996
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.003
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.001
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U17 U20
Category 1 Category 1 0.996
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.003
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.001
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U17 U21
Category 1 Category 1 0.996
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.003
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.001
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U18 U19
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U18 U20
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U18 U21
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U19 U20
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U19 U21
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U20 U21
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
UNIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 2
Variable
U11
Category 1 0.966
Category 2 0.025
Category 3 0.010
U12
Category 1 0.947
Category 2 0.044
Category 3 0.010
U13
Category 1 0.914
Category 2 0.080
Category 3 0.006
U14
Category 1 0.882
Category 2 0.088
Category 3 0.030
U15
Category 1 0.865
Category 2 0.096
Category 3 0.038
U16
Category 1 0.867
Category 2 0.083
Category 3 0.049
U17
Category 1 0.793
Category 2 0.138
Category 3 0.069
U18
Category 1 0.783
Category 2 0.168
Category 3 0.049
U19
Category 1 0.813
Category 2 0.143
Category 3 0.044
U20
Category 1 0.842
Category 2 0.113
Category 3 0.044
U21
Category 1 0.896
Category 2 0.084
Category 3 0.020
BIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 2
Variable Variable
U11 U12
Category 1 Category 1 0.927
Category 1 Category 2 0.029
Category 1 Category 3 0.010
Category 2 Category 1 0.015
Category 2 Category 2 0.010
Category 2 Category 3 0.000
Category 3 Category 1 0.005
Category 3 Category 2 0.005
Category 3 Category 3 0.000
U11 U13
Category 1 Category 1 0.895
Category 1 Category 2 0.070
Category 1 Category 3 0.001
Category 2 Category 1 0.010
Category 2 Category 2 0.010
Category 2 Category 3 0.005
Category 3 Category 1 0.010
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U11 U14
Category 1 Category 1 0.867
Category 1 Category 2 0.078
Category 1 Category 3 0.020
Category 2 Category 1 0.010
Category 2 Category 2 0.010
Category 2 Category 3 0.005
Category 3 Category 1 0.005
Category 3 Category 2 0.000
Category 3 Category 3 0.005
U11 U15
Category 1 Category 1 0.841
Category 1 Category 2 0.091
Category 1 Category 3 0.033
Category 2 Category 1 0.020
Category 2 Category 2 0.000
Category 2 Category 3 0.005
Category 3 Category 1 0.005
Category 3 Category 2 0.005
Category 3 Category 3 0.000
U11 U16
Category 1 Category 1 0.857
Category 1 Category 2 0.083
Category 1 Category 3 0.025
Category 2 Category 1 0.005
Category 2 Category 2 0.000
Category 2 Category 3 0.020
Category 3 Category 1 0.005
Category 3 Category 2 0.000
Category 3 Category 3 0.005
U11 U17
Category 1 Category 1 0.783
Category 1 Category 2 0.123
Category 1 Category 3 0.059
Category 2 Category 1 0.005
Category 2 Category 2 0.010
Category 2 Category 3 0.010
Category 3 Category 1 0.005
Category 3 Category 2 0.005
Category 3 Category 3 0.000
U11 U18
Category 1 Category 1 0.768
Category 1 Category 2 0.153
Category 1 Category 3 0.044
Category 2 Category 1 0.005
Category 2 Category 2 0.015
Category 2 Category 3 0.005
Category 3 Category 1 0.010
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U11 U19
Category 1 Category 1 0.803
Category 1 Category 2 0.133
Category 1 Category 3 0.030
Category 2 Category 1 0.005
Category 2 Category 2 0.005
Category 2 Category 3 0.015
Category 3 Category 1 0.005
Category 3 Category 2 0.005
Category 3 Category 3 0.000
U11 U20
Category 1 Category 1 0.827
Category 1 Category 2 0.104
Category 1 Category 3 0.035
Category 2 Category 1 0.015
Category 2 Category 2 0.005
Category 2 Category 3 0.005
Category 3 Category 1 0.000
Category 3 Category 2 0.005
Category 3 Category 3 0.005
U11 U21
Category 1 Category 1 0.872
Category 1 Category 2 0.079
Category 1 Category 3 0.015
Category 2 Category 1 0.015
Category 2 Category 2 0.005
Category 2 Category 3 0.005
Category 3 Category 1 0.010
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U12 U13
Category 1 Category 1 0.876
Category 1 Category 2 0.065
Category 1 Category 3 0.005
Category 2 Category 1 0.033
Category 2 Category 2 0.010
Category 2 Category 3 0.001
Category 3 Category 1 0.005
Category 3 Category 2 0.005
Category 3 Category 3 0.000
U12 U14
Category 1 Category 1 0.849
Category 1 Category 2 0.078
Category 1 Category 3 0.020
Category 2 Category 1 0.028
Category 2 Category 2 0.010
Category 2 Category 3 0.005
Category 3 Category 1 0.005
Category 3 Category 2 0.000
Category 3 Category 3 0.005
U12 U15
Category 1 Category 1 0.837
Category 1 Category 2 0.081
Category 1 Category 3 0.029
Category 2 Category 1 0.024
Category 2 Category 2 0.010
Category 2 Category 3 0.010
Category 3 Category 1 0.005
Category 3 Category 2 0.005
Category 3 Category 3 0.000
U12 U16
Category 1 Category 1 0.833
Category 1 Category 2 0.074
Category 1 Category 3 0.040
Category 2 Category 1 0.029
Category 2 Category 2 0.005
Category 2 Category 3 0.010
Category 3 Category 1 0.005
Category 3 Category 2 0.005
Category 3 Category 3 0.000
U12 U17
Category 1 Category 1 0.769
Category 1 Category 2 0.118
Category 1 Category 3 0.059
Category 2 Category 1 0.019
Category 2 Category 2 0.020
Category 2 Category 3 0.005
Category 3 Category 1 0.005
Category 3 Category 2 0.000
Category 3 Category 3 0.005
U12 U18
Category 1 Category 1 0.754
Category 1 Category 2 0.153
Category 1 Category 3 0.039
Category 2 Category 1 0.029
Category 2 Category 2 0.010
Category 2 Category 3 0.005
Category 3 Category 1 0.000
Category 3 Category 2 0.005
Category 3 Category 3 0.005
U12 U19
Category 1 Category 1 0.784
Category 1 Category 2 0.128
Category 1 Category 3 0.035
Category 2 Category 1 0.029
Category 2 Category 2 0.005
Category 2 Category 3 0.010
Category 3 Category 1 0.000
Category 3 Category 2 0.010
Category 3 Category 3 0.000
U12 U20
Category 1 Category 1 0.809
Category 1 Category 2 0.099
Category 1 Category 3 0.039
Category 2 Category 1 0.029
Category 2 Category 2 0.015
Category 2 Category 3 0.000
Category 3 Category 1 0.005
Category 3 Category 2 0.000
Category 3 Category 3 0.005
U12 U21
Category 1 Category 1 0.858
Category 1 Category 2 0.069
Category 1 Category 3 0.020
Category 2 Category 1 0.034
Category 2 Category 2 0.010
Category 2 Category 3 0.000
Category 3 Category 1 0.005
Category 3 Category 2 0.005
Category 3 Category 3 0.000
U13 U14
Category 1 Category 1 0.839
Category 1 Category 2 0.070
Category 1 Category 3 0.005
Category 2 Category 1 0.043
Category 2 Category 2 0.017
Category 2 Category 3 0.020
Category 3 Category 1 0.000
Category 3 Category 2 0.001
Category 3 Category 3 0.005
U13 U15
Category 1 Category 1 0.800
Category 1 Category 2 0.076
Category 1 Category 3 0.038
Category 2 Category 1 0.060
Category 2 Category 2 0.020
Category 2 Category 3 0.000
Category 3 Category 1 0.005
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U13 U16
Category 1 Category 1 0.798
Category 1 Category 2 0.081
Category 1 Category 3 0.035
Category 2 Category 1 0.068
Category 2 Category 2 0.002
Category 2 Category 3 0.010
Category 3 Category 1 0.001
Category 3 Category 2 0.000
Category 3 Category 3 0.005
U13 U17
Category 1 Category 1 0.747
Category 1 Category 2 0.108
Category 1 Category 3 0.059
Category 2 Category 1 0.046
Category 2 Category 2 0.025
Category 2 Category 3 0.010
Category 3 Category 1 0.001
Category 3 Category 2 0.005
Category 3 Category 3 0.000
U13 U18
Category 1 Category 1 0.747
Category 1 Category 2 0.138
Category 1 Category 3 0.030
Category 2 Category 1 0.036
Category 2 Category 2 0.025
Category 2 Category 3 0.020
Category 3 Category 1 0.001
Category 3 Category 2 0.005
Category 3 Category 3 0.000
U13 U19
Category 1 Category 1 0.766
Category 1 Category 2 0.118
Category 1 Category 3 0.030
Category 2 Category 1 0.046
Category 2 Category 2 0.025
Category 2 Category 3 0.010
Category 3 Category 1 0.001
Category 3 Category 2 0.000
Category 3 Category 3 0.005
U13 U20
Category 1 Category 1 0.796
Category 1 Category 2 0.094
Category 1 Category 3 0.025
Category 2 Category 1 0.041
Category 2 Category 2 0.020
Category 2 Category 3 0.020
Category 3 Category 1 0.006
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U13 U21
Category 1 Category 1 0.830
Category 1 Category 2 0.074
Category 1 Category 3 0.010
Category 2 Category 1 0.060
Category 2 Category 2 0.010
Category 2 Category 3 0.010
Category 3 Category 1 0.006
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U14 U15
Category 1 Category 1 0.767
Category 1 Category 2 0.082
Category 1 Category 3 0.033
Category 2 Category 1 0.074
Category 2 Category 2 0.010
Category 2 Category 3 0.005
Category 3 Category 1 0.025
Category 3 Category 2 0.005
Category 3 Category 3 0.000
U14 U16
Category 1 Category 1 0.770
Category 1 Category 2 0.078
Category 1 Category 3 0.035
Category 2 Category 1 0.072
Category 2 Category 2 0.006
Category 2 Category 3 0.010
Category 3 Category 1 0.025
Category 3 Category 2 0.000
Category 3 Category 3 0.005
U14 U17
Category 1 Category 1 0.720
Category 1 Category 2 0.113
Category 1 Category 3 0.049
Category 2 Category 1 0.059
Category 2 Category 2 0.015
Category 2 Category 3 0.015
Category 3 Category 1 0.015
Category 3 Category 2 0.010
Category 3 Category 3 0.005
U14 U18
Category 1 Category 1 0.714
Category 1 Category 2 0.138
Category 1 Category 3 0.030
Category 2 Category 1 0.059
Category 2 Category 2 0.025
Category 2 Category 3 0.005
Category 3 Category 1 0.010
Category 3 Category 2 0.005
Category 3 Category 3 0.015
U14 U19
Category 1 Category 1 0.729
Category 1 Category 2 0.123
Category 1 Category 3 0.030
Category 2 Category 1 0.064
Category 2 Category 2 0.015
Category 2 Category 3 0.010
Category 3 Category 1 0.020
Category 3 Category 2 0.005
Category 3 Category 3 0.005
U14 U20
Category 1 Category 1 0.759
Category 1 Category 2 0.099
Category 1 Category 3 0.025
Category 2 Category 1 0.074
Category 2 Category 2 0.010
Category 2 Category 3 0.005
Category 3 Category 1 0.010
Category 3 Category 2 0.005
Category 3 Category 3 0.015
U14 U21
Category 1 Category 1 0.808
Category 1 Category 2 0.064
Category 1 Category 3 0.010
Category 2 Category 1 0.064
Category 2 Category 2 0.015
Category 2 Category 3 0.010
Category 3 Category 1 0.025
Category 3 Category 2 0.005
Category 3 Category 3 0.000
U15 U16
Category 1 Category 1 0.772
Category 1 Category 2 0.064
Category 1 Category 3 0.030
Category 2 Category 1 0.072
Category 2 Category 2 0.019
Category 2 Category 3 0.005
Category 3 Category 1 0.023
Category 3 Category 2 0.000
Category 3 Category 3 0.015
U15 U17
Category 1 Category 1 0.723
Category 1 Category 2 0.089
Category 1 Category 3 0.054
Category 2 Category 1 0.062
Category 2 Category 2 0.025
Category 2 Category 3 0.010
Category 3 Category 1 0.009
Category 3 Category 2 0.024
Category 3 Category 3 0.005
U15 U18
Category 1 Category 1 0.722
Category 1 Category 2 0.113
Category 1 Category 3 0.030
Category 2 Category 1 0.037
Category 2 Category 2 0.054
Category 2 Category 3 0.005
Category 3 Category 1 0.024
Category 3 Category 2 0.000
Category 3 Category 3 0.015
U15 U19
Category 1 Category 1 0.722
Category 1 Category 2 0.123
Category 1 Category 3 0.020
Category 2 Category 1 0.081
Category 2 Category 2 0.010
Category 2 Category 3 0.005
Category 3 Category 1 0.009
Category 3 Category 2 0.010
Category 3 Category 3 0.020
U15 U20
Category 1 Category 1 0.747
Category 1 Category 2 0.089
Category 1 Category 3 0.030
Category 2 Category 1 0.067
Category 2 Category 2 0.025
Category 2 Category 3 0.005
Category 3 Category 1 0.029
Category 3 Category 2 0.000
Category 3 Category 3 0.010
U15 U21
Category 1 Category 1 0.801
Category 1 Category 2 0.054
Category 1 Category 3 0.010
Category 2 Category 1 0.081
Category 2 Category 2 0.010
Category 2 Category 3 0.005
Category 3 Category 1 0.014
Category 3 Category 2 0.020
Category 3 Category 3 0.005
U16 U17
Category 1 Category 1 0.715
Category 1 Category 2 0.108
Category 1 Category 3 0.044
Category 2 Category 1 0.064
Category 2 Category 2 0.005
Category 2 Category 3 0.015
Category 3 Category 1 0.015
Category 3 Category 2 0.025
Category 3 Category 3 0.010
U16 U18
Category 1 Category 1 0.700
Category 1 Category 2 0.133
Category 1 Category 3 0.034
Category 2 Category 1 0.064
Category 2 Category 2 0.015
Category 2 Category 3 0.005
Category 3 Category 1 0.020
Category 3 Category 2 0.020
Category 3 Category 3 0.010
U16 U19
Category 1 Category 1 0.749
Category 1 Category 2 0.094
Category 1 Category 3 0.025
Category 2 Category 1 0.054
Category 2 Category 2 0.025
Category 2 Category 3 0.005
Category 3 Category 1 0.010
Category 3 Category 2 0.025
Category 3 Category 3 0.015
U16 U20
Category 1 Category 1 0.754
Category 1 Category 2 0.094
Category 1 Category 3 0.020
Category 2 Category 1 0.064
Category 2 Category 2 0.015
Category 2 Category 3 0.005
Category 3 Category 1 0.025
Category 3 Category 2 0.005
Category 3 Category 3 0.020
U16 U21
Category 1 Category 1 0.793
Category 1 Category 2 0.059
Category 1 Category 3 0.015
Category 2 Category 1 0.078
Category 2 Category 2 0.005
Category 2 Category 3 0.000
Category 3 Category 1 0.025
Category 3 Category 2 0.020
Category 3 Category 3 0.005
U17 U18
Category 1 Category 1 0.685
Category 1 Category 2 0.079
Category 1 Category 3 0.030
Category 2 Category 1 0.064
Category 2 Category 2 0.064
Category 2 Category 3 0.010
Category 3 Category 1 0.034
Category 3 Category 2 0.025
Category 3 Category 3 0.010
U17 U19
Category 1 Category 1 0.699
Category 1 Category 2 0.089
Category 1 Category 3 0.005
Category 2 Category 1 0.069
Category 2 Category 2 0.044
Category 2 Category 3 0.025
Category 3 Category 1 0.044
Category 3 Category 2 0.010
Category 3 Category 3 0.015
U17 U20
Category 1 Category 1 0.690
Category 1 Category 2 0.084
Category 1 Category 3 0.020
Category 2 Category 1 0.098
Category 2 Category 2 0.025
Category 2 Category 3 0.015
Category 3 Category 1 0.054
Category 3 Category 2 0.005
Category 3 Category 3 0.010
U17 U21
Category 1 Category 1 0.739
Category 1 Category 2 0.049
Category 1 Category 3 0.005
Category 2 Category 1 0.108
Category 2 Category 2 0.020
Category 2 Category 3 0.010
Category 3 Category 1 0.049
Category 3 Category 2 0.015
Category 3 Category 3 0.005
U18 U19
Category 1 Category 1 0.670
Category 1 Category 2 0.104
Category 1 Category 3 0.010
Category 2 Category 1 0.123
Category 2 Category 2 0.030
Category 2 Category 3 0.015
Category 3 Category 1 0.020
Category 3 Category 2 0.010
Category 3 Category 3 0.020
U18 U20
Category 1 Category 1 0.684
Category 1 Category 2 0.074
Category 1 Category 3 0.025
Category 2 Category 1 0.123
Category 2 Category 2 0.035
Category 2 Category 3 0.010
Category 3 Category 1 0.034
Category 3 Category 2 0.005
Category 3 Category 3 0.010
U18 U21
Category 1 Category 1 0.714
Category 1 Category 2 0.059
Category 1 Category 3 0.010
Category 2 Category 1 0.148
Category 2 Category 2 0.010
Category 2 Category 3 0.010
Category 3 Category 1 0.034
Category 3 Category 2 0.015
Category 3 Category 3 0.000
U19 U20
Category 1 Category 1 0.709
Category 1 Category 2 0.084
Category 1 Category 3 0.020
Category 2 Category 1 0.104
Category 2 Category 2 0.025
Category 2 Category 3 0.015
Category 3 Category 1 0.030
Category 3 Category 2 0.005
Category 3 Category 3 0.010
U19 U21
Category 1 Category 1 0.763
Category 1 Category 2 0.044
Category 1 Category 3 0.005
Category 2 Category 1 0.108
Category 2 Category 2 0.030
Category 2 Category 3 0.005
Category 3 Category 1 0.025
Category 3 Category 2 0.010
Category 3 Category 3 0.010
U20 U21
Category 1 Category 1 0.773
Category 1 Category 2 0.059
Category 1 Category 3 0.010
Category 2 Category 1 0.099
Category 2 Category 2 0.015
Category 2 Category 3 0.000
Category 3 Category 1 0.025
Category 3 Category 2 0.010
Category 3 Category 3 0.010
UNIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 3
Variable
U11
Category 1 1.000
Category 2 0.000
Category 3 0.000
U12
Category 1 1.000
Category 2 0.000
Category 3 0.000
U13
Category 1 1.000
Category 2 0.000
Category 3 0.000
U14
Category 1 1.000
Category 2 0.000
Category 3 0.000
U15
Category 1 1.000
Category 2 0.000
Category 3 0.000
U16
Category 1 1.000
Category 2 0.000
Category 3 0.000
U17
Category 1 1.000
Category 2 0.000
Category 3 0.000
U18
Category 1 1.000
Category 2 0.000
Category 3 0.000
U19
Category 1 1.000
Category 2 0.000
Category 3 0.000
U20
Category 1 1.000
Category 2 0.000
Category 3 0.000
U21
Category 1 1.000
Category 2 0.000
Category 3 0.000
BIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 3
Variable Variable
U11 U12
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U11 U13
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U11 U14
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U11 U15
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U11 U16
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U11 U17
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U11 U18
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U11 U19
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U11 U20
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U11 U21
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U12 U13
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U12 U14
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U12 U15
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U12 U16
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U12 U17
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U12 U18
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U12 U19
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U12 U20
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U12 U21
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U13 U14
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U13 U15
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U13 U16
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U13 U17
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U13 U18
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U13 U19
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U13 U20
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U13 U21
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U14 U15
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U14 U16
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U14 U17
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U14 U18
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U14 U19
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U14 U20
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U14 U21
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U15 U16
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U15 U17
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U15 U18
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U15 U19
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U15 U20
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U15 U21
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U16 U17
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U16 U18
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U16 U19
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U16 U20
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U16 U21
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U17 U18
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U17 U19
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U17 U20
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U17 U21
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U18 U19
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U18 U20
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U18 U21
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U19 U20
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U19 U21
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
U20 U21
Category 1 Category 1 1.000
Category 1 Category 2 0.000
Category 1 Category 3 0.000
Category 2 Category 1 0.000
Category 2 Category 2 0.000
Category 2 Category 3 0.000
Category 3 Category 1 0.000
Category 3 Category 2 0.000
Category 3 Category 3 0.000
TECHNICAL 8 OUTPUT
INITIAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11859863D+04 0.0000000 0.0000000 45.791 146.202 EM
211.007
2 -0.10807722D+04 105.2140988 0.0887144 41.364 143.028 EM
218.608
3 -0.10742292D+04 6.5430615 0.0060541 34.620 169.096 FS
199.284
4 -0.10722829D+04 1.9462379 0.0018118 21.162 173.946 FS
207.892
5 -0.10719145D+04 0.3684515 0.0003436 20.842 174.841 EM
207.317
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.28581488D+04 0.0000000 0.0000000 0.895 74.989 EM
327.117
2 -0.24043152D+04 453.8336123 0.1587859 78.729 8.276 FS
315.995
3 -0.21259882D+04 278.3270104 0.1157614 77.675 9.733 FS
315.591
4 -0.18849366D+04 241.0516701 0.1133834 56.329 61.420 FS
285.251
5 -0.17616756D+04 123.2609994 0.0653927 42.549 79.210 FS
281.241
6 -0.16428299D+04 118.8456978 0.0674617 47.733 75.456 FS
279.811
7 -0.15222724D+04 120.5574072 0.0733840 61.271 62.516 FS
279.213
8 -0.14330825D+04 89.1899479 0.0585900 58.942 65.856 FS
278.202
9 -0.13374156D+04 95.6669135 0.0667560 44.840 79.925 FS
278.235
10 -0.12388465D+04 98.5690995 0.0737012 50.917 75.261 FS
276.823
11 -0.11638445D+04 75.0019433 0.0605418 33.857 96.989 FS
272.154
12 -0.11093003D+04 54.5442320 0.0468656 10.155 141.662 FS
251.183
13 -0.10843402D+04 24.9601568 0.0225008 0.004 208.986 FS
194.009
14 -0.10725610D+04 11.7791812 0.0108630 0.028 209.640 EM
193.332
15 -0.10718038D+04 0.7571296 0.0007059 0.424 209.649 EM
192.928
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19872519D+04 0.0000000 0.0000000 19.909 96.131 EM
286.960
2 -0.13002891D+04 686.9627727 0.3456848 51.254 73.211 EM
278.536
3 -0.12594003D+04 40.8888297 0.0314460 34.984 91.668 FS
276.349
4 -0.11653922D+04 94.0080649 0.0746451 30.870 100.432 FS
271.698
5 -0.11006083D+04 64.7838736 0.0555898 17.558 126.931 FS
258.511
6 -0.10768850D+04 23.7233447 0.0215548 1.656 180.433 FS
220.910
7 -0.10709272D+04 5.9577712 0.0055324 2.951 180.506 EM
219.543
8 -0.10692196D+04 1.7076263 0.0015945 4.584 179.891 EM
218.525
9 -0.10680349D+04 1.1846673 0.0011080 5.931 179.448 EM
217.620
10 -0.10675598D+04 0.4751141 0.0004448 6.808 179.466 EM
216.726
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14425915D+04 0.0000000 0.0000000 102.298 26.500 EM
274.203
2 -0.12831706D+04 159.4209057 0.1105101 75.188 51.241 EM
276.570
3 -0.12033472D+04 79.8233086 0.0622079 48.410 79.198 EM
275.392
4 -0.11415560D+04 61.7912722 0.0513495 29.158 101.065 EM
272.777
5 -0.11050272D+04 36.5288187 0.0319991 18.620 115.465 EM
268.915
6 -0.10878572D+04 17.1699569 0.0155380 13.563 124.960 EM
264.477
7 -0.10805961D+04 7.2610775 0.0066747 11.241 131.649 EM
260.110
8 -0.10774368D+04 3.1592870 0.0029237 10.201 136.664 EM
256.135
9 -0.10758688D+04 1.5680578 0.0014554 9.763 140.616 EM
252.621
10 -0.10749536D+04 0.9151736 0.0008506 9.609 143.861 EM
249.530
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15737446D+04 0.0000000 0.0000000 17.145 110.576 EM
275.279
2 -0.12488555D+04 324.8891448 0.2064434 6.356 118.806 EM
277.837
3 -0.11620907D+04 86.7647474 0.0694754 2.508 124.605 EM
275.888
4 -0.11179604D+04 44.1303600 0.0379750 1.240 129.252 EM
272.508
5 -0.10970426D+04 20.9177700 0.0187107 0.849 133.876 EM
268.274
6 -0.10869492D+04 10.0933815 0.0092005 0.817 138.383 EM
263.801
7 -0.10814804D+04 5.4688065 0.0050313 1.049 142.465 EM
259.486
8 -0.10780611D+04 3.4193357 0.0031617 1.452 146.010 EM
255.538
9 -0.10760187D+04 2.0423538 0.0018945 1.734 149.271 EM
251.996
10 -0.10747231D+04 1.2956371 0.0012041 1.859 152.359 EM
248.782
11 -0.10737361D+04 0.9869925 0.0009184 1.890 155.277 EM
245.833
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14487344D+04 0.0000000 0.0000000 0.006 149.843 EM
253.151
2 -0.12851545D+04 163.5798847 0.1129123 0.461 148.250 FS
254.289
3 -0.12802197D+04 4.9348086 0.0038399 0.000 150.720 FS
252.280
4 -0.11700619D+04 110.1578043 0.0860460 0.000 156.237 EM
246.763
5 -0.11429015D+04 27.1603285 0.0232127 0.000 153.599 EM
249.401
6 -0.11240005D+04 18.9010290 0.0165378 0.000 150.549 EM
252.451
7 -0.11086911D+04 15.3094311 0.0136205 0.000 148.814 EM
254.186
8 -0.10969926D+04 11.6984890 0.0105516 0.000 148.524 EM
254.476
9 -0.10886906D+04 8.3019704 0.0075679 0.000 149.391 EM
253.609
10 -0.10831965D+04 5.4940878 0.0050465 0.000 151.067 EM
251.933
11 -0.10797368D+04 3.4597270 0.0031940 0.000 153.237 EM
249.763
12 -0.10775976D+04 2.1392526 0.0019813 0.000 155.657 EM
247.343
13 -0.10762546D+04 1.3429228 0.0012462 0.000 158.159 EM
244.841
14 -0.10753767D+04 0.8779733 0.0008158 0.000 160.637 EM
242.363
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15922327D+04 0.0000000 0.0000000 352.945 32.666 EM
17.389
2 -0.14144208D+04 177.8119443 0.1116746 331.400 25.001 EM
46.600
3 -0.12006401D+04 213.7806751 0.1511436 267.839 1.988 FS
133.172
4 -0.11894994D+04 11.1407188 0.0092790 267.934 0.000 FS
135.066
5 -0.11645077D+04 24.9917389 0.0210103 176.448 0.000 FS
226.552
6 -0.11150450D+04 49.4626673 0.0424752 189.458 0.000 FS
213.542
7 -0.10877530D+04 27.2920057 0.0244761 184.612 0.000 FS
218.388
8 -0.10760441D+04 11.7088845 0.0107643 184.486 0.000 FS
218.514
9 -0.10729873D+04 3.0568448 0.0028408 193.853 0.000 FS
209.147
10 -0.10723173D+04 0.6699452 0.0006244 205.696 0.000 FS
197.304
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.22521510D+04 0.0000000 0.0000000 72.357 65.286 EM
265.357
2 -0.21809159D+04 71.2350404 0.0316298 124.676 0.012 FS
278.313
3 -0.21502038D+04 30.7121130 0.0140822 127.739 0.000 FS
275.261
4 -0.10845503D+04 1065.6535229 0.4956058 140.501 0.000 EM
262.499
5 -0.10759474D+04 8.6028858 0.0079322 164.804 0.000 FS
238.196
6 -0.10726059D+04 3.3414901 0.0031056 193.909 0.000 FS
209.091
7 -0.10722273D+04 0.3786697 0.0003530 208.008 0.000 FS
194.992
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14263390D+04 0.0000000 0.0000000 42.947 292.305 EM
67.748
2 -0.12323806D+04 193.9584565 0.1359834 18.720 235.256 FS
149.025
3 -0.11559009D+04 76.4796743 0.0620585 38.939 205.778 FS
158.283
4 -0.11274150D+04 28.4859136 0.0246439 21.570 153.919 FS
227.511
5 -0.11073727D+04 20.0422528 0.0177772 25.685 149.831 FS
227.484
6 -0.10957856D+04 11.5871791 0.0104637 34.122 143.725 FS
225.152
7 -0.10870439D+04 8.7416765 0.0079775 60.038 121.250 FS
221.711
8 -0.10815745D+04 5.4693363 0.0050314 59.364 126.379 FS
217.257
9 -0.10770710D+04 4.5035180 0.0041639 65.869 112.400 FS
224.731
10 -0.10744059D+04 2.6651169 0.0024744 67.289 125.280 FS
210.431
11 -0.10725954D+04 1.8105453 0.0016852 77.451 102.827 FS
222.721
12 -0.10711310D+04 1.4643307 0.0013652 83.283 111.711 FS
208.006
13 -0.10709024D+04 0.2286240 0.0002134 84.857 110.663 EM
207.480
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15921599D+04 0.0000000 0.0000000 1.600 264.200 EM
137.201
2 -0.10997414D+04 492.4185720 0.3092771 1.401 282.930 EM
118.669
3 -0.10844827D+04 15.2586741 0.0138748 1.308 291.143 EM
110.549
4 -0.10791374D+04 5.3452971 0.0049289 1.260 295.098 EM
106.643
5 -0.10766569D+04 2.4804584 0.0022986 1.234 297.110 EM
104.656
6 -0.10753353D+04 1.3216186 0.0012275 1.221 298.141 EM
103.638
7 -0.10745785D+04 0.7568677 0.0007038 1.215 298.623 EM
103.161
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15075441D+04 0.0000000 0.0000000 374.513 11.761 EM
16.726
2 -0.11758009D+04 331.7432163 0.2200554 352.342 17.677 EM
32.980
3 -0.11218652D+04 53.9357300 0.0458715 332.038 21.382 EM
49.580
4 -0.10963841D+04 25.4810947 0.0227132 315.471 23.843 EM
63.686
5 -0.10850379D+04 11.3462002 0.0103487 303.554 24.836 EM
74.610
6 -0.10808844D+04 4.1534767 0.0038280 295.588 24.524 EM
82.888
7 -0.10804903D+04 0.3940888 0.0003646 291.242 22.456 EM
89.302
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12545175D+04 0.0000000 0.0000000 148.949 60.021 EM
194.030
2 -0.11308173D+04 123.7001217 0.0986037 158.855 46.450 EM
197.695
3 -0.10990844D+04 31.7329709 0.0280620 163.765 38.249 EM
200.986
4 -0.10871295D+04 11.9549137 0.0108772 166.524 32.594 EM
203.881
5 -0.10802964D+04 6.8330819 0.0062854 168.149 28.717 EM
206.134
6 -0.10760227D+04 4.2737084 0.0039561 169.219 26.091 EM
207.690
7 -0.10734375D+04 2.5851689 0.0024025 170.060 24.319 EM
208.621
8 -0.10719254D+04 1.5121313 0.0014087 170.826 23.123 EM
209.051
9 -0.10710627D+04 0.8626297 0.0008047 171.577 22.314 EM
209.109
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13727844D+04 0.0000000 0.0000000 99.869 52.471 EM
250.660
2 -0.12207447D+04 152.0396795 0.1107528 76.962 62.004 EM
264.033
3 -0.12010868D+04 19.6579395 0.0161032 0.907 153.519 FS
248.574
4 -0.11592865D+04 41.8002911 0.0348021 0.963 146.171 EM
255.866
5 -0.11356304D+04 23.6560473 0.0204057 1.210 142.840 EM
258.950
6 -0.11167447D+04 18.8857498 0.0166302 1.821 141.221 EM
259.958
7 -0.11019526D+04 14.7921106 0.0132457 2.825 140.720 EM
259.454
8 -0.10913234D+04 10.6291629 0.0096458 4.149 141.021 EM
257.830
9 -0.10843196D+04 7.0038117 0.0064177 5.654 141.881 EM
255.465
10 -0.10799799D+04 4.3397589 0.0040023 7.207 143.100 EM
252.693
11 -0.10773531D+04 2.6267125 0.0024322 8.713 144.517 EM
249.770
12 -0.10757412D+04 1.6119308 0.0014962 10.124 146.010 EM
246.866
13 -0.10747118D+04 1.0294073 0.0009569 11.420 147.500 EM
244.080
14 -0.10740203D+04 0.6915297 0.0006435 12.601 148.937 EM
241.462
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17123739D+04 0.0000000 0.0000000 55.253 68.619 EM
279.129
2 -0.15194503D+04 192.9236171 0.1126644 0.018 124.991 FS
277.992
3 -0.10985987D+04 420.8515494 0.2769762 0.005 140.057 EM
262.938
4 -0.10878161D+04 10.7826264 0.0098149 0.002 144.120 EM
258.878
5 -0.10826578D+04 5.1582913 0.0047419 0.001 147.228 EM
255.771
6 -0.10795302D+04 3.1276067 0.0028888 0.001 150.324 EM
252.676
7 -0.10775955D+04 1.9346729 0.0017921 0.000 153.390 EM
249.610
8 -0.10763480D+04 1.2475401 0.0011577 0.000 156.348 EM
246.652
9 -0.10755002D+04 0.8477896 0.0007877 0.000 159.153 EM
243.847
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15793473D+04 0.0000000 0.0000000 94.958 36.142 EM
271.901
2 -0.10911053D+04 488.2419508 0.3091416 107.189 46.770 EM
249.041
3 -0.10786290D+04 12.4763253 0.0114346 108.411 51.824 EM
242.765
4 -0.10759116D+04 2.7173478 0.0025193 108.388 55.360 EM
239.252
5 -0.10745090D+04 1.4026189 0.0013037 108.454 57.974 EM
236.572
6 -0.10737034D+04 0.8056123 0.0007497 108.676 59.942 EM
234.382
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11848941D+04 0.0000000 0.0000000 9.020 382.372 EM
11.609
2 -0.11229002D+04 61.9938793 0.0523202 9.970 377.058 EM
15.971
3 -0.11030680D+04 19.8322201 0.0176616 10.907 371.750 EM
20.343
4 -0.10945397D+04 8.5282141 0.0077314 11.818 366.704 EM
24.478
5 -0.10891126D+04 5.4271070 0.0049583 12.667 362.067 EM
28.266
6 -0.10852924D+04 3.8202509 0.0035077 13.429 357.899 EM
31.672
7 -0.10824994D+04 2.7929954 0.0025735 14.094 354.203 EM
34.703
8 -0.10804098D+04 2.0895681 0.0019303 14.661 350.952 EM
37.387
9 -0.10788282D+04 1.5815935 0.0014639 15.138 348.101 EM
39.760
10 -0.10776268D+04 1.2014586 0.0011137 15.534 345.604 EM
41.862
11 -0.10767150D+04 0.9117660 0.0008461 15.861 343.411 EM
43.728
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15261793D+04 0.0000000 0.0000000 64.896 61.145 EM
276.959
2 -0.14927701D+04 33.4091608 0.0218907 67.859 56.539 FS
278.602
3 -0.13763870D+04 116.3831568 0.0779646 68.618 56.605 FS
277.777
4 -0.12694178D+04 106.9692098 0.0777174 69.464 57.780 FS
275.756
5 -0.11792777D+04 90.1400313 0.0710090 70.857 62.186 FS
269.956
6 -0.11142759D+04 65.0018510 0.0551201 75.067 75.199 FS
252.734
7 -0.10816755D+04 32.6003695 0.0292570 78.254 116.068 FS
208.678
8 -0.10702977D+04 11.3778606 0.0105187 34.265 199.442 FS
169.293
9 -0.10695412D+04 0.7564412 0.0007068 28.597 190.167 FS
184.236
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15291828D+04 0.0000000 0.0000000 102.804 21.821 EM
278.375
2 -0.15119508D+04 17.2320065 0.0112688 124.791 0.054 FS
278.155
3 -0.13432877D+04 168.6630426 0.1115533 125.263 0.093 EM
277.644
4 -0.12795342D+04 63.7535354 0.0474608 125.626 0.028 EM
277.346
5 -0.12167411D+04 62.7930727 0.0490749 126.525 0.008 EM
276.467
6 -0.11642736D+04 52.4675239 0.0431214 128.184 0.003 EM
274.814
7 -0.11273394D+04 36.9342393 0.0317230 130.773 0.001 EM
272.226
8 -0.11046923D+04 22.6470966 0.0200890 134.179 0.001 EM
268.820
9 -0.10919221D+04 12.7701908 0.0115600 138.074 0.001 EM
264.925
10 -0.10848944D+04 7.0276367 0.0064360 142.117 0.003 EM
260.880
11 -0.10809212D+04 3.9732210 0.0036623 146.063 0.011 EM
256.926
12 -0.10785157D+04 2.4054985 0.0022254 149.756 0.055 EM
253.189
13 -0.10767918D+04 1.7239562 0.0015985 152.992 0.276 EM
249.732
14 -0.10750440D+04 1.7478059 0.0016232 155.580 0.786 EM
246.634
15 -0.10737417D+04 1.3023072 0.0012114 157.907 1.102 EM
243.991
16 -0.10730550D+04 0.6867046 0.0006395 160.102 1.274 EM
241.624
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14429558D+04 0.0000000 0.0000000 0.449 165.791 EM
236.761
2 -0.14364841D+04 6.4716751 0.0044850 0.000 170.219 FS
232.781
3 -0.11707644D+04 265.7197461 0.1849792 0.000 154.041 EM
248.959
4 -0.11462906D+04 24.4737832 0.0209041 0.000 147.575 EM
255.425
5 -0.11262581D+04 20.0325004 0.0174759 0.000 144.839 EM
258.161
6 -0.11099886D+04 16.2694695 0.0144456 0.000 144.097 EM
258.903
7 -0.10976498D+04 12.3388486 0.0111162 0.000 144.738 EM
258.262
8 -0.10890289D+04 8.6208506 0.0078539 0.000 146.366 EM
256.634
9 -0.10834280D+04 5.6009301 0.0051430 0.000 148.637 EM
254.363
10 -0.10799467D+04 3.4812974 0.0032132 0.000 151.262 EM
251.738
11 -0.10777990D+04 2.1476732 0.0019887 0.000 154.025 EM
248.975
12 -0.10764395D+04 1.3595201 0.0012614 0.000 156.784 EM
246.216
13 -0.10755379D+04 0.9016095 0.0008376 0.000 159.457 EM
243.543
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17076459D+04 0.0000000 0.0000000 13.718 129.185 EM
260.097
2 -0.14893297D+04 218.3161850 0.1278463 0.012 129.590 FS
273.398
3 -0.13512939D+04 138.0358378 0.0926832 0.000 124.750 EM
278.249
4 -0.13386900D+04 12.6038678 0.0093273 0.000 124.782 FS
278.218
5 -0.11785209D+04 160.1690729 0.1196461 0.000 126.251 EM
276.749
6 -0.11260536D+04 52.4673531 0.0445197 0.000 129.352 EM
273.648
7 -0.11013397D+04 24.7138542 0.0219473 0.000 133.475 EM
269.525
8 -0.10894917D+04 11.8480375 0.0107578 0.000 137.970 EM
265.030
9 -0.10834484D+04 6.0433391 0.0055469 0.000 142.408 EM
260.592
10 -0.10800894D+04 3.3590079 0.0031003 0.000 146.585 EM
256.415
11 -0.10780534D+04 2.0360050 0.0018850 0.000 150.434 EM
252.566
12 -0.10767240D+04 1.3293853 0.0012331 0.000 153.951 EM
249.049
13 -0.10758032D+04 0.9207377 0.0008551 0.000 157.160 EM
245.840
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.30443027D+04 0.0000000 0.0000000 79.799 4.436 EM
318.765
2 -0.27247622D+04 319.5405592 0.1049635 80.146 4.931 FS
317.923
3 -0.25416755D+04 183.0866699 0.0671936 74.006 7.031 FS
321.964
4 -0.18888267D+04 652.8487970 0.2568576 99.775 16.624 EM
286.602
5 -0.18813978D+04 7.4288907 0.0039331 109.798 13.657 FS
279.545
6 -0.16185369D+04 262.8609370 0.1397158 63.697 60.355 FS
278.949
7 -0.14315180D+04 187.0188881 0.1155481 42.139 82.538 FS
278.323
8 -0.13021071D+04 129.4108840 0.0904012 40.890 85.598 FS
276.513
9 -0.12255882D+04 76.5189195 0.0587655 21.710 103.912 FS
277.378
10 -0.11015263D+04 124.0618799 0.1012264 22.150 112.630 EM
268.220
11 -0.10900424D+04 11.4838927 0.0104254 22.144 116.988 EM
263.868
12 -0.10836722D+04 6.3701919 0.0058440 22.382 120.763 EM
259.854
13 -0.10799749D+04 3.6973409 0.0034119 22.815 124.198 EM
255.988
14 -0.10776873D+04 2.2875772 0.0021182 23.381 127.283 EM
252.336
15 -0.10761658D+04 1.5215318 0.0014118 24.042 130.021 EM
248.937
16 -0.10750874D+04 1.0783470 0.0010020 24.770 132.434 EM
245.795
17 -0.10742848D+04 0.8026595 0.0007466 25.546 134.557 EM
242.897
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 21
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14166301D+04 0.0000000 0.0000000 154.424 1.432 EM
247.144
2 -0.12546798D+04 161.9502566 0.1143208 154.117 1.955 FS
246.929
3 -0.11610085D+04 93.6712911 0.0746575 145.911 0.701 EM
256.388
4 -0.11236918D+04 37.3167171 0.0321416 143.376 0.408 EM
259.217
5 -0.11060631D+04 17.6287342 0.0156882 143.117 0.376 EM
259.506
6 -0.10944564D+04 11.6066250 0.0104936 144.118 0.463 EM
258.419
7 -0.10865719D+04 7.8845072 0.0072040 145.957 0.586 EM
256.457
8 -0.10815359D+04 5.0360827 0.0046348 148.348 0.687 EM
253.965
9 -0.10784217D+04 3.1141423 0.0028794 151.039 0.755 EM
251.205
10 -0.10764894D+04 1.9322706 0.0017918 153.833 0.801 EM
248.366
11 -0.10752503D+04 1.2391842 0.0011511 156.600 0.832 EM
245.568
12 -0.10744153D+04 0.8349319 0.0007765 159.266 0.854 EM
242.880
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 22
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17331739D+04 0.0000000 0.0000000 0.520 123.938 EM
278.543
2 -0.15697489D+04 163.4250840 0.0942924 12.141 116.005 FS
274.853
3 -0.15272142D+04 42.5346538 0.0270965 0.000 124.359 FS
278.641
4 -0.14727417D+04 54.4724857 0.0356679 0.000 126.054 FS
276.946
5 -0.13779882D+04 94.7535573 0.0643382 0.000 129.010 FS
273.990
6 -0.12918828D+04 86.1053794 0.0624863 0.000 136.409 FS
266.591
7 -0.12190606D+04 72.8222058 0.0563691 0.000 152.167 FS
250.833
8 -0.11593485D+04 59.7120815 0.0489820 0.000 177.862 FS
225.138
9 -0.11138937D+04 45.4547703 0.0392072 0.000 201.744 FS
201.256
10 -0.10851778D+04 28.7158872 0.0257797 0.000 206.719 FS
196.281
11 -0.10738571D+04 11.3207011 0.0104321 0.000 202.328 FS
200.672
12 -0.10722626D+04 1.5945819 0.0014849 0.000 205.548 FS
197.452
13 -0.10722030D+04 0.0595754 0.0000556 0.000 210.180 FS
192.820
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 23
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14407033D+04 0.0000000 0.0000000 55.672 94.246 EM
253.082
2 -0.13809349D+04 59.7683907 0.0414856 25.744 121.309 FS
255.947
3 -0.13220771D+04 58.8578184 0.0426217 0.286 135.658 FS
267.056
4 -0.12859183D+04 36.1588099 0.0273500 0.000 150.150 FS
252.850
5 -0.12122889D+04 73.6294058 0.0572582 0.000 176.659 FS
226.341
6 -0.11545891D+04 57.6997711 0.0475957 0.000 203.922 FS
199.078
7 -0.11112912D+04 43.2979542 0.0375007 0.000 212.286 FS
190.714
8 -0.10845085D+04 26.7826206 0.0241005 0.000 203.407 FS
199.593
9 -0.10737710D+04 10.7375311 0.0099008 0.000 199.650 FS
203.350
10 -0.10722382D+04 1.5327574 0.0014275 0.000 205.424 FS
197.576
11 -0.10721983D+04 0.0399283 0.0000372 0.000 210.703 FS
192.297
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 24
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.20810041D+04 0.0000000 0.0000000 14.498 255.091 EM
133.411
2 -0.18605638D+04 220.4402460 0.1059298 9.765 260.942 FS
132.292
3 -0.15346974D+04 325.8663918 0.1751439 4.191 218.538 FS
180.271
4 -0.12824055D+04 252.2919468 0.1643920 3.723 223.533 FS
175.745
5 -0.12216168D+04 60.7887049 0.0474021 0.001 273.807 FS
129.192
6 -0.12027831D+04 18.8337463 0.0154171 0.000 303.616 FS
99.384
7 -0.11515811D+04 51.2019032 0.0425695 0.000 294.082 FS
108.918
8 -0.11200249D+04 31.5562704 0.0274026 0.000 221.287 FS
181.713
9 -0.10965128D+04 23.5120280 0.0209924 0.000 215.828 FS
187.172
10 -0.10832444D+04 13.2684140 0.0121006 0.000 207.335 FS
195.665
11 -0.10763123D+04 6.9320858 0.0063994 0.000 206.599 FS
196.401
12 -0.10733365D+04 2.9758440 0.0027649 0.000 209.304 FS
193.696
13 -0.10724086D+04 0.9279120 0.0008645 0.000 212.269 FS
190.731
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 25
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16075376D+04 0.0000000 0.0000000 3.304 120.991 EM
278.705
2 -0.14960034D+04 111.5342630 0.0693821 15.813 108.562 FS
278.625
3 -0.12279533D+04 268.0500285 0.1791774 63.491 63.178 EM
276.331
4 -0.11676720D+04 60.2812830 0.0490909 134.545 3.403 FS
265.053
5 -0.10812942D+04 86.3778913 0.0739744 141.661 4.129 EM
257.210
6 -0.10776184D+04 3.6757037 0.0033994 145.138 4.888 EM
252.974
7 -0.10762097D+04 1.4087538 0.0013073 147.990 5.662 EM
249.348
8 -0.10752367D+04 0.9730377 0.0009041 150.446 6.453 EM
246.101
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 26
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14899843D+04 0.0000000 0.0000000 56.310 70.583 EM
276.107
2 -0.11995053D+04 290.4789532 0.1949544 38.288 93.355 EM
271.358
3 -0.11426848D+04 56.8204982 0.0473699 23.288 110.094 EM
269.618
4 -0.11115608D+04 31.1240772 0.0272377 14.959 121.015 EM
267.026
5 -0.10939689D+04 17.5918959 0.0158263 10.666 128.547 EM
263.787
6 -0.10845842D+04 9.3846674 0.0085786 8.496 134.296 EM
260.208
7 -0.10796989D+04 4.8853113 0.0045043 7.404 139.005 EM
256.591
8 -0.10770904D+04 2.6085205 0.0024160 6.846 143.024 EM
253.130
9 -0.10755997D+04 1.4906844 0.0013840 6.540 146.551 EM
249.909
10 -0.10746682D+04 0.9314960 0.0008660 6.341 149.715 EM
246.945
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 27
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16394376D+04 0.0000000 0.0000000 14.268 112.529 EM
276.203
2 -0.14506550D+04 188.7826775 0.1151509 26.747 100.067 FS
276.186
3 -0.12978043D+04 152.8506244 0.1053666 0.011 129.439 FS
273.549
4 -0.11013888D+04 196.4155503 0.1513445 0.014 134.583 EM
268.404
5 -0.10899536D+04 11.4352172 0.0103825 0.015 138.511 EM
264.474
6 -0.10826783D+04 7.2753010 0.0066749 0.017 143.330 EM
259.653
7 -0.10791436D+04 3.5347036 0.0032648 0.020 147.978 EM
255.002
8 -0.10772349D+04 1.9086865 0.0017687 0.022 152.139 EM
250.838
9 -0.10760671D+04 1.1677649 0.0010840 0.025 155.814 EM
247.161
10 -0.10752837D+04 0.7833663 0.0007280 0.030 159.070 EM
243.900
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 28
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18564862D+04 0.0000000 0.0000000 119.123 3.942 EM
279.935
2 -0.18120092D+04 44.4770115 0.0239576 118.154 5.135 FS
279.712
3 -0.12948349D+04 517.1743120 0.2854148 102.855 22.945 EM
277.200
4 -0.11719274D+04 122.9074848 0.0949214 77.453 52.230 EM
273.318
5 -0.11073109D+04 64.6164753 0.0551369 60.246 75.704 EM
267.051
6 -0.10841647D+04 23.1462504 0.0209031 51.212 90.774 EM
261.014
7 -0.10766993D+04 7.4653165 0.0068858 46.672 99.984 EM
256.344
8 -0.10741282D+04 2.5711382 0.0023880 44.422 105.591 EM
252.987
9 -0.10731160D+04 1.0122031 0.0009423 43.351 109.079 EM
250.570
10 -0.10726545D+04 0.4615458 0.0004301 42.899 111.333 EM
248.768
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 29
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.25161429D+04 0.0000000 0.0000000 0.000 111.828 EM
291.172
2 -0.24006599D+04 115.4829744 0.0458968 0.000 112.274 FS
290.726
3 -0.24003161D+04 0.3438248 0.0001432 0.000 111.775 FS
291.225
4 -0.21387722D+04 261.5438636 0.1089623 0.000 112.887 FS
290.113
5 -0.20892269D+04 49.5452975 0.0231653 0.000 118.497 FS
284.503
6 -0.19389718D+04 150.2550986 0.0719190 0.000 121.728 FS
281.272
7 -0.18173675D+04 121.6043550 0.0627159 0.000 123.177 FS
279.823
8 -0.16998772D+04 117.4903189 0.0646486 0.000 123.849 FS
279.151
9 -0.15893691D+04 110.5080306 0.0650094 0.000 124.391 FS
278.609
10 -0.14879359D+04 101.4332006 0.0638198 0.000 125.429 FS
277.571
11 -0.13942201D+04 93.7157809 0.0629837 0.000 128.226 FS
274.774
12 -0.13092594D+04 84.9607838 0.0609379 0.000 136.064 FS
266.936
13 -0.12377131D+04 71.5462809 0.0546464 0.000 155.366 FS
247.634
14 -0.11828752D+04 54.8378597 0.0443058 0.000 186.920 FS
216.080
15 -0.11421403D+04 40.7349416 0.0344372 0.000 206.784 FS
196.216
16 -0.11130411D+04 29.0991638 0.0254777 0.000 200.519 FS
202.481
17 -0.10940141D+04 19.0270431 0.0170946 0.000 193.846 FS
209.154
18 -0.10826724D+04 11.3416311 0.0103670 0.000 193.445 FS
209.555
19 -0.10764616D+04 6.2108158 0.0057366 0.000 197.087 FS
205.913
20 -0.10735007D+04 2.9609239 0.0027506 0.000 203.523 FS
199.477
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 30
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13534359D+04 0.0000000 0.0000000 76.198 154.670 EM
172.132
2 -0.13015607D+04 51.8751765 0.0383285 37.953 87.834 FS
277.212
3 -0.11910714D+04 110.4892414 0.0848898 5.475 120.737 FS
276.789
4 -0.11437166D+04 47.3548403 0.0397582 3.208 126.062 FS
273.729
5 -0.10858717D+04 57.8449085 0.0505763 2.695 136.120 EM
264.185
6 -0.10807263D+04 5.1454427 0.0047385 2.696 141.199 EM
259.105
7 -0.10780006D+04 2.7256172 0.0025220 2.869 145.295 EM
254.836
8 -0.10762680D+04 1.7326400 0.0016073 3.129 148.848 EM
251.024
9 -0.10750733D+04 1.1946917 0.0011100 3.430 151.982 EM
247.587
10 -0.10742053D+04 0.8680536 0.0008074 3.743 154.782 EM
244.475
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 31
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12327189D+04 0.0000000 0.0000000 13.162 164.713 EM
225.125
2 -0.11189521D+04 113.7667726 0.0922893 0.073 226.944 FS
175.983
3 -0.10847344D+04 34.2177118 0.0305801 0.045 247.471 EM
155.484
4 -0.10754168D+04 9.3176335 0.0085898 0.020 256.139 EM
146.842
5 -0.10734515D+04 1.9653072 0.0018275 0.013 259.709 EM
143.278
6 -0.10729420D+04 0.5094838 0.0004746 0.006 260.792 EM
142.201
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 32
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14152132D+04 0.0000000 0.0000000 21.384 277.835 EM
103.781
2 -0.13181504D+04 97.0627916 0.0685853 6.926 136.832 FS
259.242
3 -0.10920882D+04 226.0621839 0.1714995 7.356 160.776 EM
234.869
4 -0.10802881D+04 11.8001467 0.0108051 6.893 167.170 EM
228.937
5 -0.10765267D+04 3.7614022 0.0034819 6.593 168.764 EM
227.643
6 -0.10743911D+04 2.1355215 0.0019837 6.505 169.292 EM
227.202
7 -0.10730741D+04 1.3170696 0.0012259 6.579 169.739 EM
226.682
8 -0.10722560D+04 0.8180353 0.0007623 6.758 170.308 EM
225.934
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 33
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19730751D+04 0.0000000 0.0000000 0.946 377.057 EM
24.997
2 -0.13960132D+04 577.0619213 0.2924683 0.015 328.300 EM
74.685
3 -0.12923800D+04 103.6332445 0.0742351 0.000 253.231 EM
149.769
4 -0.12073160D+04 85.0639414 0.0658196 0.000 195.393 EM
207.607
5 -0.11625598D+04 44.7561674 0.0370708 0.000 167.669 EM
235.331
6 -0.11366679D+04 25.8919040 0.0222715 0.000 156.462 EM
246.538
7 -0.11185475D+04 18.1203980 0.0159417 0.000 151.706 EM
251.294
8 -0.11044418D+04 14.1057050 0.0126107 0.000 149.830 EM
253.170
9 -0.10939353D+04 10.5065119 0.0095130 0.000 149.653 EM
253.347
10 -0.10866335D+04 7.3018153 0.0066748 0.000 150.619 EM
252.381
11 -0.10818738D+04 4.7597341 0.0043803 0.000 152.336 EM
250.664
12 -0.10788985D+04 2.9753229 0.0027502 0.000 154.497 EM
248.503
13 -0.10770571D+04 1.8413243 0.0017067 0.000 156.874 EM
246.126
14 -0.10758923D+04 1.1647864 0.0010815 0.000 159.313 EM
243.687
15 -0.10751219D+04 0.7704512 0.0007161 0.000 161.720 EM
241.280
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 34
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16413242D+04 0.0000000 0.0000000 272.520 41.028 EM
89.451
2 -0.11062844D+04 535.0397660 0.3259805 262.402 63.320 EM
77.278
3 -0.10822985D+04 23.9859154 0.0216815 254.304 74.637 EM
74.059
4 -0.10774718D+04 4.8267688 0.0044597 248.611 80.820 EM
73.569
5 -0.10756388D+04 1.8329235 0.0017011 244.686 84.283 EM
74.031
6 -0.10747232D+04 0.9156404 0.0008513 241.843 86.361 EM
74.796
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 35
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13035219D+04 0.0000000 0.0000000 40.712 144.780 EM
217.508
2 -0.12816294D+04 21.8925115 0.0167949 4.869 130.201 FS
267.930
3 -0.12296305D+04 51.9988516 0.0405725 0.000 132.044 FS
270.956
4 -0.11438348D+04 85.7957052 0.0697736 0.000 165.651 FS
237.349
5 -0.10930858D+04 50.7490284 0.0443674 0.000 183.297 EM
219.703
6 -0.10830298D+04 10.0559922 0.0091996 0.000 187.262 EM
215.738
7 -0.10788931D+04 4.1366556 0.0038195 0.000 187.211 EM
215.789
8 -0.10764014D+04 2.4916940 0.0023095 0.000 186.395 EM
216.605
9 -0.10748384D+04 1.5630263 0.0014521 0.000 185.776 EM
217.224
10 -0.10738849D+04 0.9534991 0.0008871 0.000 185.537 EM
217.463
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 36
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14331908D+04 0.0000000 0.0000000 23.230 107.413 EM
272.356
2 -0.11548219D+04 278.3689413 0.1942302 28.006 103.829 EM
271.165
3 -0.11163505D+04 38.4713604 0.0333137 39.130 94.703 EM
269.166
4 -0.10953093D+04 21.0412011 0.0188482 50.920 86.084 EM
265.996
5 -0.10837258D+04 11.5834617 0.0105755 61.179 79.721 EM
262.100
6 -0.10779553D+04 5.7705422 0.0053247 69.234 75.474 EM
258.292
7 -0.10751397D+04 2.8155529 0.0026119 75.240 72.752 EM
255.008
8 -0.10737362D+04 1.4035790 0.0013055 79.599 71.066 EM
252.334
9 -0.10730106D+04 0.7255243 0.0006757 82.718 70.077 EM
250.205
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 37
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17591878D+04 0.0000000 0.0000000 60.799 66.600 EM
275.601
2 -0.16591463D+04 100.0414627 0.0568680 125.125 1.724 FS
276.151
3 -0.14423377D+04 216.8086365 0.1306748 122.649 5.408 EM
274.943
4 -0.12667608D+04 175.5768165 0.1217307 118.271 12.443 EM
272.286
5 -0.11520395D+04 114.7212959 0.0905627 114.155 20.617 EM
268.228
6 -0.10977532D+04 54.2863159 0.0471219 110.964 28.270 EM
263.766
7 -0.10809834D+04 16.7698599 0.0152765 108.830 34.856 EM
259.314
8 -0.10766669D+04 4.3164522 0.0039931 107.563 40.302 EM
255.136
9 -0.10748045D+04 1.8624411 0.0017298 106.794 44.719 EM
251.487
10 -0.10737656D+04 1.0388922 0.0009666 106.297 48.279 EM
248.424
11 -0.10731488D+04 0.6167359 0.0005744 105.972 51.150 EM
245.877
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 38
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16763636D+04 0.0000000 0.0000000 48.999 319.400 EM
34.601
2 -0.13658151D+04 310.5484677 0.1852513 57.834 317.381 FS
27.785
3 -0.12332236D+04 132.5915271 0.0970787 43.695 348.878 FS
10.427
4 -0.10749288D+04 158.2947614 0.1283585 43.836 347.843 EM
11.321
5 -0.10730229D+04 1.9059186 0.0017731 42.904 348.074 EM
12.022
6 -0.10724222D+04 0.6007109 0.0005598 42.224 348.204 EM
12.573
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 39
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18288017D+04 0.0000000 0.0000000 2.361 121.542 EM
279.096
2 -0.18067753D+04 22.0264258 0.0120442 0.000 123.974 FS
279.026
3 -0.16386035D+04 168.1718254 0.0930784 0.000 124.586 FS
278.414
4 -0.15109035D+04 127.7000150 0.0779322 0.000 126.706 FS
276.294
5 -0.14964790D+04 14.4244825 0.0095469 0.000 130.496 FS
272.504
6 -0.14013122D+04 95.1667693 0.0635938 0.000 146.471 FS
256.529
7 -0.13289904D+04 72.3218588 0.0516101 0.000 195.106 FS
207.894
8 -0.12920933D+04 36.8970983 0.0277633 0.000 315.901 FS
87.099
9 -0.11054760D+04 186.6173103 0.1444302 0.000 330.399 EM
72.601
10 -0.10866943D+04 18.7816320 0.0169896 0.000 337.377 EM
65.623
11 -0.10806474D+04 6.0468995 0.0055645 0.000 341.017 EM
61.983
12 -0.10779339D+04 2.7134978 0.0025110 0.000 343.012 EM
59.988
13 -0.10764846D+04 1.4493548 0.0013446 0.000 344.130 EM
58.870
14 -0.10756332D+04 0.8514110 0.0007909 0.000 344.741 EM
58.259
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 40
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15488794D+04 0.0000000 0.0000000 0.144 127.030 EM
275.826
2 -0.14369201D+04 111.9592892 0.0722841 0.259 126.929 FS
275.812
3 -0.14318729D+04 5.0472615 0.0035126 0.000 127.264 FS
275.736
4 -0.11834763D+04 248.3965978 0.1734767 0.000 135.807 EM
267.193
5 -0.11474927D+04 35.9835857 0.0304050 0.000 136.043 EM
266.957
6 -0.11247831D+04 22.7096035 0.0197906 0.000 136.629 EM
266.371
7 -0.11071774D+04 17.6057025 0.0156525 0.000 138.209 EM
264.791
8 -0.10948390D+04 12.3383910 0.0111440 0.000 140.618 EM
262.382
9 -0.10869407D+04 7.8982853 0.0072141 0.000 143.573 EM
259.427
10 -0.10821393D+04 4.8013888 0.0044173 0.000 146.797 EM
256.203
11 -0.10792407D+04 2.8985739 0.0026786 0.000 150.075 EM
252.925
12 -0.10774386D+04 1.8021824 0.0016699 0.000 153.271 EM
249.729
13 -0.10762611D+04 1.1774742 0.0010928 0.000 156.311 EM
246.689
14 -0.10754493D+04 0.8118108 0.0007543 0.000 159.167 EM
243.833
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 41
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17177348D+04 0.0000000 0.0000000 41.732 89.744 EM
271.524
2 -0.16016326D+04 116.1022071 0.0675903 20.467 110.028 FS
272.505
3 -0.12078806D+04 393.7519472 0.2458441 33.792 94.776 EM
274.432
4 -0.11554380D+04 52.4426641 0.0434171 53.671 76.006 EM
273.323
5 -0.11137706D+04 41.6673950 0.0360620 73.615 58.980 EM
270.405
6 -0.10901299D+04 23.6406365 0.0212258 88.900 47.971 EM
266.129
7 -0.10800158D+04 10.1141521 0.0092779 99.308 41.983 EM
261.709
8 -0.10760671D+04 3.9487027 0.0036562 106.158 38.904 EM
257.938
9 -0.10744096D+04 1.6574715 0.0015403 110.686 37.381 EM
254.933
10 -0.10736041D+04 0.8055108 0.0007497 113.767 36.695 EM
252.537
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 42
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19701588D+04 0.0000000 0.0000000 131.615 6.545 EM
264.840
2 -0.14838631D+04 486.2956894 0.2468307 131.894 0.000 FS
271.106
3 -0.12136067D+04 270.2564401 0.1821303 133.079 0.000 FS
269.921
4 -0.10948099D+04 118.7968434 0.0978874 136.563 0.000 FS
266.437
5 -0.10808176D+04 13.9922183 0.0127805 155.011 0.000 FS
247.989
6 -0.10735358D+04 7.2818841 0.0067374 184.877 0.000 FS
218.123
7 -0.10723173D+04 1.2184347 0.0011350 204.722 0.000 FS
198.278
8 -0.10722080D+04 0.1093661 0.0001020 209.734 0.000 FS
193.266
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 43
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11208152D+04 0.0000000 0.0000000 0.168 231.853 EM
170.978
2 -0.11196796D+04 1.1355576 0.0010132 0.000 234.375 FS
168.625
3 -0.10856942D+04 33.9854063 0.0303528 0.000 232.522 EM
170.478
4 -0.10778367D+04 7.8575220 0.0072373 0.000 229.687 EM
173.313
5 -0.10756797D+04 2.1570174 0.0020012 0.000 226.938 EM
176.062
6 -0.10743903D+04 1.2893440 0.0011986 0.000 224.589 EM
178.411
7 -0.10735512D+04 0.8391122 0.0007810 0.000 222.691 EM
180.309
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 44
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13630926D+04 0.0000000 0.0000000 69.893 56.685 EM
276.422
2 -0.10957061D+04 267.3864498 0.1961616 92.002 41.904 EM
269.093
3 -0.10779077D+04 17.7984500 0.0162438 103.106 38.206 EM
261.688
4 -0.10739660D+04 3.9416366 0.0036567 109.104 37.178 EM
256.718
5 -0.10728569D+04 1.1090959 0.0010327 112.499 36.975 EM
253.526
6 -0.10724764D+04 0.3805238 0.0003547 114.519 37.056 EM
251.425
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 45
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18480143D+04 0.0000000 0.0000000 10.553 219.858 EM
172.589
2 -0.14178545D+04 430.1598124 0.2327687 1.961 156.256 EM
244.783
3 -0.12430823D+04 174.7721747 0.1232652 0.443 142.926 EM
259.631
4 -0.11486634D+04 94.4188822 0.0759555 0.124 140.940 EM
261.937
5 -0.11042671D+04 44.3963240 0.0386504 0.042 141.746 EM
261.212
6 -0.10892750D+04 14.9920298 0.0135765 0.018 143.861 EM
259.121
7 -0.10833365D+04 5.9385400 0.0054518 0.010 146.664 EM
256.327
8 -0.10799410D+04 3.3954604 0.0031343 0.006 149.730 EM
253.264
9 -0.10778565D+04 2.0845582 0.0019303 0.005 152.819 EM
250.176
10 -0.10765224D+04 1.3340914 0.0012377 0.005 155.813 EM
247.182
11 -0.10756226D+04 0.8998188 0.0008359 0.005 158.655 EM
244.340
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 46
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13568644D+04 0.0000000 0.0000000 91.044 56.323 EM
255.632
2 -0.11693114D+04 187.5530864 0.1382254 87.277 44.616 EM
271.108
3 -0.10990861D+04 70.2253070 0.0600570 100.579 33.460 EM
268.960
4 -0.10843068D+04 14.7792617 0.0134469 109.661 28.077 EM
265.262
5 -0.10797663D+04 4.5404867 0.0041875 114.740 26.098 EM
262.162
6 -0.10777830D+04 1.9833097 0.0018368 117.216 25.675 EM
260.109
7 -0.10764606D+04 1.3224159 0.0012270 118.303 25.974 EM
258.723
8 -0.10754118D+04 1.0487955 0.0009743 118.746 26.610 EM
257.644
9 -0.10745676D+04 0.8441713 0.0007850 118.948 27.383 EM
256.669
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 47
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12392829D+04 0.0000000 0.0000000 1.182 306.449 EM
95.369
2 -0.11066089D+04 132.6740634 0.1070571 0.531 281.952 EM
120.517
3 -0.10925257D+04 14.0831246 0.0127264 0.298 264.106 EM
138.596
4 -0.10850667D+04 7.4590378 0.0068273 0.213 251.848 EM
150.938
5 -0.10805723D+04 4.4943736 0.0041420 0.198 243.472 EM
159.329
6 -0.10776120D+04 2.9602708 0.0027395 0.243 237.607 EM
165.150
7 -0.10755565D+04 2.0555322 0.0019075 0.368 233.324 EM
169.308
8 -0.10740834D+04 1.4730771 0.0013696 0.559 230.067 EM
172.374
9 -0.10730662D+04 1.0172454 0.0009471 0.733 227.575 EM
174.693
10 -0.10724465D+04 0.6196464 0.0005775 0.861 225.671 EM
176.468
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 48
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14282969D+04 0.0000000 0.0000000 168.758 10.869 EM
223.373
2 -0.13660037D+04 62.2931046 0.0436136 174.244 0.172 FS
228.584
3 -0.11578740D+04 208.1297217 0.1523639 153.001 0.246 EM
249.753
4 -0.11284578D+04 29.4162475 0.0254054 146.617 0.407 EM
255.976
5 -0.11114697D+04 16.9880725 0.0150542 144.657 0.649 EM
257.694
6 -0.10987147D+04 12.7550031 0.0114758 144.537 0.964 EM
257.498
7 -0.10896854D+04 9.0293039 0.0082181 145.517 1.331 EM
256.152
8 -0.10837496D+04 5.9357683 0.0054472 147.203 1.723 EM
254.074
9 -0.10800374D+04 3.7122271 0.0034254 149.295 2.122 EM
251.583
10 -0.10777478D+04 2.2895921 0.0021199 151.565 2.520 EM
248.915
11 -0.10763047D+04 1.4431395 0.0013390 153.854 2.915 EM
246.231
12 -0.10753513D+04 0.9533294 0.0008857 156.067 3.309 EM
243.624
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 49
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15059146D+04 0.0000000 0.0000000 50.372 90.046 EM
262.582
2 -0.12957034D+04 210.2111794 0.1395904 70.764 69.494 FS
262.742
3 -0.10912926D+04 204.4108426 0.1577605 66.130 86.791 EM
250.079
4 -0.10800669D+04 11.2257170 0.0102866 61.876 97.467 EM
243.657
5 -0.10758983D+04 4.1685875 0.0038596 59.008 104.759 EM
239.233
6 -0.10739416D+04 1.9566234 0.0018186 57.122 110.027 EM
235.851
7 -0.10728836D+04 1.0580626 0.0009852 55.871 113.963 EM
233.166
8 -0.10722624D+04 0.6211384 0.0005789 55.037 116.977 EM
230.986
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 50
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15179219D+04 0.0000000 0.0000000 316.620 20.334 EM
66.045
2 -0.12814691D+04 236.4527714 0.1557740 220.597 34.500 EM
147.903
3 -0.11599678D+04 121.5013353 0.0948141 161.942 42.991 EM
198.067
4 -0.11196525D+04 40.3153178 0.0347555 136.124 49.936 EM
216.940
5 -0.11013517D+04 18.3007713 0.0163450 123.231 56.962 EM
222.807
6 -0.10895576D+04 11.7941312 0.0107088 115.074 63.761 EM
224.165
7 -0.10818258D+04 7.7317903 0.0070963 109.338 69.782 EM
223.880
8 -0.10771199D+04 4.7059056 0.0043500 105.290 74.762 EM
222.948
9 -0.10744428D+04 2.6770497 0.0024854 102.513 78.719 EM
221.769
10 -0.10729760D+04 1.4668516 0.0013652 100.658 81.813 EM
220.529
11 -0.10721707D+04 0.8052377 0.0007505 99.444 84.241 EM
219.315
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 51
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12774344D+04 0.0000000 0.0000000 115.251 23.861 EM
263.888
2 -0.11488975D+04 128.5368740 0.1006211 116.758 20.600 EM
265.642
3 -0.11257622D+04 23.1353190 0.0201370 119.153 18.289 EM
265.558
4 -0.11076921D+04 18.0700833 0.0160514 121.944 16.783 EM
264.272
5 -0.10946534D+04 13.0387454 0.0117711 124.987 15.921 EM
262.093
6 -0.10860488D+04 8.6045910 0.0078606 128.154 15.536 EM
259.309
7 -0.10807480D+04 5.3007534 0.0048808 131.337 15.452 EM
256.210
8 -0.10775275D+04 3.2205134 0.0029799 134.438 15.529 EM
253.033
9 -0.10755588D+04 1.9686691 0.0018270 137.399 15.695 EM
249.906
10 -0.10743122D+04 1.2466600 0.0011591 140.186 15.899 EM
246.915
11 -0.10734612D+04 0.8509601 0.0007921 142.780 16.116 EM
244.104
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 52
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15425050D+04 0.0000000 0.0000000 32.247 97.862 EM
272.891
2 -0.14250762D+04 117.4287368 0.0761286 26.223 103.689 FS
273.089
3 -0.12598181D+04 165.2581160 0.1159644 14.620 112.428 EM
275.953
4 -0.11583856D+04 101.4325211 0.0805136 22.413 106.420 EM
274.167
5 -0.11150814D+04 43.3042282 0.0373833 33.547 98.122 EM
271.331
6 -0.10925175D+04 22.5638476 0.0202352 44.664 91.109 EM
267.227
7 -0.10817992D+04 10.7183701 0.0098107 53.725 86.595 EM
262.679
8 -0.10770271D+04 4.7720439 0.0044112 60.479 84.011 EM
258.510
9 -0.10748463D+04 2.1807841 0.0020248 65.376 82.605 EM
255.020
10 -0.10737635D+04 1.0828589 0.0010075 68.932 81.878 EM
252.190
11 -0.10731677D+04 0.5958225 0.0005549 71.555 81.542 EM
249.902
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 53
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11998366D+04 0.0000000 0.0000000 58.099 199.092 EM
145.809
2 -0.10783013D+04 121.5353591 0.1012933 55.046 202.738 EM
145.216
3 -0.10719773D+04 6.3239491 0.0058647 53.894 203.301 EM
145.805
4 -0.10711883D+04 0.7890227 0.0007360 53.138 203.184 EM
146.677
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 54
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14149084D+04 0.0000000 0.0000000 77.990 278.016 EM
46.994
2 -0.11934025D+04 221.5059132 0.1565514 90.691 248.691 EM
63.618
3 -0.11367037D+04 56.6987682 0.0475102 103.239 219.274 EM
80.486
4 -0.11146171D+04 22.0866531 0.0194304 114.352 193.031 EM
95.617
5 -0.11016234D+04 12.9936652 0.0116575 123.664 171.154 EM
108.182
6 -0.10921053D+04 9.5180440 0.0086400 131.183 153.713 EM
118.104
7 -0.10852620D+04 6.8433892 0.0062662 137.087 140.201 EM
125.712
8 -0.10804727D+04 4.7892180 0.0044130 141.600 129.925 EM
131.474
9 -0.10771784D+04 3.2942959 0.0030489 144.945 122.204 EM
135.851
10 -0.10749394D+04 2.2390575 0.0020786 147.337 116.448 EM
139.215
11 -0.10734294D+04 1.5100100 0.0014047 148.975 112.175 EM
141.850
12 -0.10724146D+04 1.0147620 0.0009453 150.034 109.010 EM
143.956
13 -0.10717322D+04 0.6824074 0.0006363 150.660 106.665 EM
145.675
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 55
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13299458D+04 0.0000000 0.0000000 315.926 53.584 EM
33.491
2 -0.11835832D+04 146.3626403 0.1100516 278.356 74.188 EM
50.456
3 -0.11563743D+04 27.2089311 0.0229886 239.503 95.096 EM
68.401
4 -0.11317721D+04 24.6021590 0.0212753 206.396 112.896 EM
83.708
5 -0.11139605D+04 17.8115527 0.0157378 181.345 126.457 EM
95.197
6 -0.11022299D+04 11.7306717 0.0105306 163.440 136.172 EM
103.388
7 -0.10941049D+04 8.1249297 0.0073714 150.848 142.843 EM
109.309
8 -0.10881266D+04 5.9783701 0.0054642 141.966 147.219 EM
113.816
9 -0.10836334D+04 4.4932210 0.0041293 135.651 149.912 EM
117.437
10 -0.10802720D+04 3.3613513 0.0031019 131.149 151.396 EM
120.454
11 -0.10778079D+04 2.4641471 0.0022810 127.961 152.029 EM
123.009
12 -0.10760495D+04 1.7583526 0.0016314 125.740 152.083 EM
125.177
13 -0.10748276D+04 1.2219290 0.0011356 124.228 151.763 EM
127.009
14 -0.10739978D+04 0.8297902 0.0007720 123.226 151.222 EM
128.551
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 56
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15044477D+04 0.0000000 0.0000000 50.928 105.589 EM
246.483
2 -0.12390264D+04 265.4212730 0.1764244 54.733 97.788 EM
250.479
3 -0.11429908D+04 96.0355676 0.0775089 59.890 90.729 EM
252.381
4 -0.10962050D+04 46.7858207 0.0409328 64.765 85.798 EM
252.437
5 -0.10816487D+04 14.5562873 0.0132788 69.344 82.476 EM
251.180
6 -0.10776342D+04 4.0145196 0.0037115 73.500 80.309 EM
249.191
7 -0.10757981D+04 1.8360912 0.0017038 77.108 78.930 EM
246.962
8 -0.10746992D+04 1.0989634 0.0010215 80.034 78.133 EM
244.833
9 -0.10739709D+04 0.7282846 0.0006777 82.348 77.767 EM
242.885
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 57
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12672058D+04 0.0000000 0.0000000 215.175 38.317 EM
149.507
2 -0.11100543D+04 157.1514880 0.1240142 195.573 44.074 EM
163.352
3 -0.10988343D+04 11.2200108 0.0101076 180.936 47.332 EM
174.731
4 -0.10931260D+04 5.7082211 0.0051948 169.378 50.036 EM
183.586
5 -0.10867740D+04 6.3520451 0.0058109 160.555 51.694 EM
190.751
6 -0.10827437D+04 4.0303035 0.0037085 153.963 52.853 EM
196.185
7 -0.10789483D+04 3.7954082 0.0035054 149.308 53.294 EM
200.398
8 -0.10769235D+04 2.0248222 0.0018767 146.124 53.414 EM
203.462
9 -0.10750745D+04 1.8489090 0.0017168 144.061 53.143 EM
205.796
10 -0.10740778D+04 0.9967347 0.0009271 142.847 52.690 EM
207.463
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 58
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13449068D+04 0.0000000 0.0000000 1.539 133.333 EM
268.128
2 -0.13404291D+04 4.4776270 0.0033293 0.000 136.094 FS
266.906
3 -0.12254437D+04 114.9853776 0.0857825 0.000 132.888 FS
270.112
4 -0.11564829D+04 68.9608253 0.0562742 0.000 143.896 FS
259.104
5 -0.11069026D+04 49.5802936 0.0428716 0.000 163.420 FS
239.580
6 -0.10814216D+04 25.4809962 0.0230201 0.000 182.997 FS
220.003
7 -0.10732672D+04 8.1544105 0.0075405 0.000 195.270 FS
207.730
8 -0.10722397D+04 1.0274956 0.0009574 0.000 205.709 FS
197.291
9 -0.10721987D+04 0.0409984 0.0000382 0.000 210.983 FS
192.017
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 59
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13838156D+04 0.0000000 0.0000000 1.817 129.041 EM
272.141
2 -0.13053128D+04 78.5027778 0.0567292 0.179 132.447 FS
270.374
3 -0.11707176D+04 134.5951697 0.1031133 0.000 131.008 FS
271.992
4 -0.11220854D+04 48.6321923 0.0415405 0.000 142.788 FS
260.212
5 -0.10862279D+04 35.8575483 0.0319562 0.000 169.035 FS
233.965
6 -0.10747082D+04 11.5197252 0.0106053 0.000 199.147 FS
203.853
7 -0.10724826D+04 2.2255278 0.0020708 0.000 210.369 FS
192.631
8 -0.10722249D+04 0.2577145 0.0002403 0.000 212.166 FS
190.834
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 60
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15585026D+04 0.0000000 0.0000000 126.634 4.773 EM
271.594
2 -0.12473816D+04 311.1210803 0.1996282 113.892 11.820 EM
277.288
3 -0.11556583D+04 91.7233089 0.0735327 105.012 22.972 EM
275.016
4 -0.11111477D+04 44.5105500 0.0385153 96.729 35.333 EM
270.938
5 -0.10897999D+04 21.3477628 0.0192124 90.428 46.689 EM
265.883
6 -0.10802135D+04 9.5864677 0.0087965 86.179 56.012 EM
260.808
7 -0.10759555D+04 4.2579653 0.0039418 83.444 63.225 EM
256.331
8 -0.10739975D+04 1.9579874 0.0018198 81.701 68.653 EM
252.645
9 -0.10730496D+04 0.9479357 0.0008826 80.600 72.695 EM
249.705
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 61
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15473033D+04 0.0000000 0.0000000 1.116 124.729 EM
277.154
2 -0.14026432D+04 144.6600766 0.0934917 0.437 124.440 EM
278.123
3 -0.13918109D+04 10.8322953 0.0077228 0.000 124.577 FS
278.423
4 -0.11744350D+04 217.3759835 0.1561821 0.000 128.194 EM
274.806
5 -0.11164258D+04 58.0091942 0.0493933 0.000 131.555 EM
271.445
6 -0.10952664D+04 21.1593558 0.0189528 0.000 135.655 EM
267.345
7 -0.10863839D+04 8.8824962 0.0081099 0.000 140.051 EM
262.949
8 -0.10817595D+04 4.6244437 0.0042567 0.000 144.343 EM
258.657
9 -0.10790850D+04 2.6744303 0.0024723 0.000 148.355 EM
254.645
10 -0.10774074D+04 1.6775997 0.0015547 0.000 152.043 EM
250.957
11 -0.10762819D+04 1.1255307 0.0010447 0.000 155.412 EM
247.588
12 -0.10754858D+04 0.7960626 0.0007396 0.000 158.489 EM
244.511
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 62
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13939086D+04 0.0000000 0.0000000 39.427 97.605 EM
265.969
2 -0.13908994D+04 3.0092273 0.0021588 7.815 118.343 FS
276.842
3 -0.11693136D+04 221.5858414 0.1593112 11.003 121.296 EM
270.701
4 -0.11269695D+04 42.3440143 0.0362127 15.177 119.943 EM
267.881
5 -0.11033556D+04 23.6139666 0.0209535 19.366 119.246 EM
264.388
6 -0.10900165D+04 13.3391044 0.0120896 22.981 119.496 EM
260.523
7 -0.10826931D+04 7.3233709 0.0067186 25.855 120.541 EM
256.604
8 -0.10786394D+04 4.0537332 0.0037441 28.055 122.124 EM
252.821
9 -0.10763692D+04 2.2701528 0.0021046 29.705 124.039 EM
249.256
10 -0.10751182D+04 1.2510608 0.0011623 30.856 126.150 EM
245.994
11 -0.10740531D+04 1.0650456 0.0009906 31.740 128.148 EM
243.112
12 -0.10732309D+04 0.8222215 0.0007655 32.488 130.114 EM
240.399
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 63
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17190215D+04 0.0000000 0.0000000 132.901 4.271 EM
265.828
2 -0.13429202D+04 376.1012541 0.2187880 139.295 0.000 FS
263.705
3 -0.11737995D+04 169.1207174 0.1259350 134.260 0.000 FS
268.740
4 -0.11457380D+04 28.0614950 0.0239065 140.798 0.000 FS
262.202
5 -0.10935412D+04 52.1968276 0.0455574 161.401 0.000 FS
241.599
6 -0.10754032D+04 18.1379602 0.0165864 186.918 0.000 FS
216.082
7 -0.10724348D+04 2.9684940 0.0027604 202.429 0.000 FS
200.571
8 -0.10722168D+04 0.2179251 0.0002032 209.009 0.000 FS
193.991
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 64
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14278234D+04 0.0000000 0.0000000 108.834 67.484 EM
226.682
2 -0.13502512D+04 77.5722632 0.0543290 49.319 104.807 FS
248.874
3 -0.11149038D+04 235.3473744 0.1742990 41.747 121.408 EM
239.845
4 -0.10959144D+04 18.9893633 0.0170323 33.746 131.254 EM
238.000
5 -0.10852767D+04 10.6377397 0.0097067 28.160 137.400 EM
237.440
6 -0.10790393D+04 6.2373967 0.0057473 24.506 141.696 EM
236.798
7 -0.10754833D+04 3.5560341 0.0032956 22.159 145.036 EM
235.804
8 -0.10735019D+04 1.9813713 0.0018423 20.664 147.833 EM
234.503
9 -0.10723980D+04 1.1039129 0.0010283 19.719 150.277 EM
233.004
10 -0.10717630D+04 0.6350052 0.0005921 19.131 152.464 EM
231.406
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 65
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.36562199D+04 0.0000000 0.0000000 0.001 123.419 EM
279.581
2 -0.32543394D+04 401.8805220 0.1099169 0.000 123.476 FS
279.524
3 -0.28587382D+04 395.6011592 0.1215611 0.000 123.579 FS
279.421
4 -0.24755003D+04 383.2379337 0.1340584 0.004 123.597 FS
279.398
5 -0.21255094D+04 349.9908407 0.1413819 0.065 123.540 FS
279.394
6 -0.18610480D+04 264.4614525 0.1244226 0.157 123.450 FS
279.393
7 -0.17649211D+04 96.1268383 0.0516520 3.162 120.449 FS
279.389
8 -0.12209555D+04 543.9656388 0.3082096 1.254 125.460 EM
276.287
9 -0.11881301D+04 32.8254381 0.0268850 0.000 128.695 FS
274.305
10 -0.11224936D+04 65.6364117 0.0552435 0.000 133.904 FS
269.096
11 -0.10869591D+04 35.5345409 0.0316568 0.000 151.239 FS
251.761
12 -0.10747809D+04 12.1782298 0.0112039 0.000 176.963 FS
226.037
13 -0.10724150D+04 2.3659192 0.0022013 0.000 201.853 FS
201.147
14 -0.10722146D+04 0.2003176 0.0001868 0.000 208.792 FS
194.208
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 66
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12041728D+04 0.0000000 0.0000000 3.532 179.213 EM
220.256
2 -0.11272098D+04 76.9630393 0.0639136 4.034 158.698 EM
240.268
3 -0.10989570D+04 28.2527707 0.0250643 4.948 151.846 EM
246.205
4 -0.10881192D+04 10.8377724 0.0098619 6.376 149.127 EM
247.498
5 -0.10810396D+04 7.0795902 0.0065063 8.218 147.765 EM
247.017
6 -0.10758695D+04 5.1701201 0.0047825 10.023 147.264 EM
245.713
7 -0.10726138D+04 3.2557161 0.0030261 11.333 147.683 EM
243.984
8 -0.10708424D+04 1.7714114 0.0016515 12.098 148.869 EM
242.034
9 -0.10698728D+04 0.9695841 0.0009054 12.506 150.511 EM
239.982
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 67
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11729750D+04 0.0000000 0.0000000 60.666 315.262 EM
27.072
2 -0.11095425D+04 63.4324261 0.0540782 45.068 323.025 EM
34.907
3 -0.10900523D+04 19.4902403 0.0175660 36.362 325.511 EM
41.127
4 -0.10831306D+04 6.9216603 0.0063498 31.289 325.753 EM
45.957
5 -0.10795068D+04 3.6238968 0.0033458 28.262 325.003 EM
49.735
6 -0.10772560D+04 2.2507916 0.0020850 26.456 323.794 EM
52.750
7 -0.10757289D+04 1.5270242 0.0014175 25.430 322.355 EM
55.216
8 -0.10746331D+04 1.0957993 0.0010187 24.930 320.788 EM
57.283
9 -0.10738139D+04 0.8192810 0.0007624 24.804 319.139 EM
59.057
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 68
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14151894D+04 0.0000000 0.0000000 7.287 349.480 EM
46.233
2 -0.13470609D+04 68.1284702 0.0481409 0.096 371.258 FS
31.646
3 -0.12599883D+04 87.0725737 0.0646389 0.000 156.174 FS
246.826
4 -0.11068766D+04 153.1116992 0.1215183 0.000 155.726 EM
247.274
5 -0.10911931D+04 15.6834806 0.0141691 0.000 155.007 EM
247.993
6 -0.10846052D+04 6.5879588 0.0060374 0.000 155.336 EM
247.664
7 -0.10804956D+04 4.1096168 0.0037890 0.000 156.494 EM
246.506
8 -0.10779302D+04 2.5653099 0.0023742 0.000 158.176 EM
244.824
9 -0.10763477D+04 1.5825541 0.0014681 0.000 160.148 EM
242.852
10 -0.10753537D+04 0.9939675 0.0009235 0.000 162.245 EM
240.755
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 69
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14960894D+04 0.0000000 0.0000000 1.334 380.445 EM
21.221
2 -0.11249730D+04 371.1164103 0.2480576 0.576 371.679 EM
30.745
3 -0.11099611D+04 15.0118779 0.0133442 0.000 402.725 FS
0.275
4 -0.11030021D+04 6.9590308 0.0062696 0.000 402.664 EM
0.336
5 -0.10975818D+04 5.4203498 0.0049142 0.000 402.600 EM
0.400
6 -0.10931535D+04 4.4282603 0.0040346 0.000 402.535 EM
0.465
7 -0.10895222D+04 3.6313171 0.0033219 0.000 402.470 EM
0.530
8 -0.10865468D+04 2.9754035 0.0027309 0.000 402.407 EM
0.593
9 -0.10841179D+04 2.4289139 0.0022354 0.000 402.345 EM
0.655
10 -0.10821464D+04 1.9714308 0.0018185 0.000 402.286 EM
0.714
11 -0.10805576D+04 1.5888161 0.0014682 0.000 402.230 EM
0.770
12 -0.10792872D+04 1.2704054 0.0011757 0.000 402.178 EM
0.822
13 -0.10782798D+04 1.0074456 0.0009334 0.000 402.128 EM
0.872
14 -0.10774875D+04 0.7922842 0.0007348 0.000 402.082 EM
0.918
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 70
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12166292D+04 0.0000000 0.0000000 191.572 6.475 EM
204.953
2 -0.11199320D+04 96.6971541 0.0794796 181.521 2.462 EM
219.016
3 -0.10832231D+04 36.7088875 0.0327778 175.192 1.766 EM
226.042
4 -0.10778471D+04 5.3760474 0.0049630 172.921 1.656 EM
228.423
5 -0.10754874D+04 2.3596121 0.0021892 172.254 1.818 EM
228.928
6 -0.10740382D+04 1.4492237 0.0013475 172.256 2.126 EM
228.618
7 -0.10731194D+04 0.9187919 0.0008555 172.604 2.509 EM
227.887
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 71
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14455413D+04 0.0000000 0.0000000 0.877 126.930 EM
275.193
2 -0.14246441D+04 20.8971789 0.0144563 0.000 127.815 FS
275.185
3 -0.12155231D+04 209.1210764 0.1467883 0.000 128.014 EM
274.986
4 -0.11724822D+04 43.0408619 0.0354093 0.000 129.028 EM
273.972
5 -0.11372459D+04 35.2362924 0.0300527 0.000 130.920 EM
272.080
6 -0.11123173D+04 24.9286241 0.0219202 0.000 133.669 EM
269.331
7 -0.10967481D+04 15.5691769 0.0139971 0.000 137.077 EM
265.923
8 -0.10877129D+04 9.0351974 0.0082382 0.000 140.837 EM
262.163
9 -0.10825628D+04 5.1500722 0.0047348 0.000 144.672 EM
258.328
10 -0.10795454D+04 3.0174333 0.0027873 0.000 148.396 EM
254.604
11 -0.10776797D+04 1.8656721 0.0017282 0.000 151.913 EM
251.087
12 -0.10764538D+04 1.2259133 0.0011375 0.000 155.188 EM
247.812
13 -0.10756023D+04 0.8515294 0.0007911 0.000 158.215 EM
244.785
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 72
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17427312D+04 0.0000000 0.0000000 9.569 121.841 EM
271.590
2 -0.17126383D+04 30.0928624 0.0172676 0.005 131.792 FS
271.203
3 -0.14730135D+04 239.6248180 0.1399156 0.005 132.195 EM
270.800
4 -0.13077801D+04 165.2333580 0.1121737 0.007 134.715 EM
268.278
5 -0.11864314D+04 121.3487598 0.0927899 0.009 138.093 EM
264.898
6 -0.11144809D+04 71.9504366 0.0606444 0.013 141.531 EM
261.456
7 -0.10856643D+04 28.8166480 0.0258566 0.022 145.002 EM
257.976
8 -0.10789686D+04 6.6956619 0.0061673 0.044 148.637 EM
254.319
9 -0.10771432D+04 1.8253669 0.0016918 0.128 152.174 EM
250.698
10 -0.10753975D+04 1.7457671 0.0016207 0.654 155.020 EM
247.326
11 -0.10730556D+04 2.3418684 0.0021777 1.135 157.591 EM
244.275
12 -0.10720668D+04 0.9888449 0.0009215 1.161 160.371 EM
241.469
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 73
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14862524D+04 0.0000000 0.0000000 45.272 81.478 EM
276.250
2 -0.13300889D+04 156.1635497 0.1050720 5.973 129.026 FS
268.001
3 -0.12334674D+04 96.6214931 0.0726429 2.210 157.396 FS
243.394
4 -0.11104248D+04 123.0426078 0.0997534 0.000 197.051 FS
205.949
5 -0.10807136D+04 29.7111233 0.0267565 0.000 197.515 EM
205.485
6 -0.10750252D+04 5.6884649 0.0052636 0.000 196.451 EM
206.549
7 -0.10738798D+04 1.1453922 0.0010655 0.000 195.569 EM
207.431
8 -0.10732308D+04 0.6490405 0.0006044 0.000 195.027 EM
207.973
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 74
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.24935674D+04 0.0000000 0.0000000 0.011 83.564 EM
319.425
2 -0.22963561D+04 197.2112910 0.0790880 0.000 82.736 FS
320.264
3 -0.22663269D+04 30.0292369 0.0130769 0.000 83.733 FS
319.267
4 -0.21429291D+04 123.3978282 0.0544484 0.039 103.245 FS
299.716
5 -0.12718317D+04 871.0974023 0.4064985 0.183 124.816 EM
278.001
6 -0.12333027D+04 38.5289627 0.0302941 0.000 126.969 FS
276.031
7 -0.11502287D+04 83.0740364 0.0673590 0.000 132.240 FS
270.760
8 -0.10992715D+04 50.9571024 0.0443017 0.000 145.462 FS
257.538
9 -0.10779003D+04 21.3712550 0.0194413 0.000 170.091 FS
232.909
10 -0.10728381D+04 5.0621981 0.0046964 0.000 195.453 FS
207.547
11 -0.10722483D+04 0.5897481 0.0005497 0.000 207.252 FS
195.748
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 75
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12390548D+04 0.0000000 0.0000000 136.565 105.132 EM
161.304
2 -0.11653480D+04 73.7067871 0.0594863 256.881 8.270 FS
137.848
3 -0.10788982D+04 86.4498231 0.0741837 258.354 6.358 EM
138.288
4 -0.10746874D+04 4.2107692 0.0039028 258.341 5.269 EM
139.389
5 -0.10737507D+04 0.9367244 0.0008716 257.669 4.624 EM
140.707
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 76
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17435599D+04 0.0000000 0.0000000 122.430 107.690 EM
172.879
2 -0.13773604D+04 366.1995084 0.2100298 59.826 94.316 FS
248.859
3 -0.12704947D+04 106.8657233 0.0775873 16.914 132.766 FS
253.320
4 -0.11806186D+04 89.8761286 0.0707411 24.523 113.936 EM
264.542
5 -0.11230528D+04 57.5657482 0.0487590 36.840 102.120 EM
264.040
6 -0.10975305D+04 25.5222686 0.0227258 48.973 93.017 EM
261.010
7 -0.10846339D+04 12.8966602 0.0117506 59.452 85.986 EM
257.562
8 -0.10781934D+04 6.4404564 0.0059379 67.711 81.023 EM
254.266
9 -0.10750889D+04 3.1044990 0.0028794 73.900 77.693 EM
251.407
10 -0.10735832D+04 1.5057569 0.0014006 78.422 75.517 EM
249.061
11 -0.10728313D+04 0.7518769 0.0007003 81.686 74.125 EM
247.189
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 77
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12719661D+04 0.0000000 0.0000000 5.936 187.695 EM
209.369
2 -0.12270257D+04 44.9403310 0.0353314 0.000 196.957 FS
206.043
3 -0.12031218D+04 23.9039438 0.0194812 0.000 188.299 FS
214.701
4 -0.11316627D+04 71.4591132 0.0593947 0.000 229.022 FS
173.978
5 -0.10890860D+04 42.5766936 0.0376231 0.000 236.713 FS
166.287
6 -0.10745201D+04 14.5659069 0.0133744 0.000 210.062 FS
192.938
7 -0.10722918D+04 2.2283274 0.0020738 0.000 207.677 FS
195.323
8 -0.10722028D+04 0.0889790 0.0000830 0.000 210.734 FS
192.266
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 78
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16515018D+04 0.0000000 0.0000000 161.080 35.757 EM
206.164
2 -0.11405107D+04 510.9911453 0.3094100 145.146 40.343 EM
217.511
3 -0.11164886D+04 24.0220859 0.0210626 133.320 46.911 EM
222.768
4 -0.10981008D+04 18.3878213 0.0164693 122.982 54.707 EM
225.311
5 -0.10858970D+04 12.2037743 0.0111135 114.685 62.141 EM
226.175
6 -0.10789013D+04 6.9956765 0.0064423 108.605 68.248 EM
226.147
7 -0.10753072D+04 3.5940951 0.0033313 104.391 72.825 EM
225.784
8 -0.10735895D+04 1.7177505 0.0015975 101.546 76.065 EM
225.389
9 -0.10728008D+04 0.7887146 0.0007347 99.638 78.273 EM
225.089
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 79
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19595262D+04 0.0000000 0.0000000 89.040 37.027 EM
276.933
2 -0.17400558D+04 219.4703819 0.1120018 38.602 86.570 FS
277.828
3 -0.16063077D+04 133.7481100 0.0768643 0.006 125.181 FS
277.813
4 -0.12988770D+04 307.4306128 0.1913896 0.000 130.283 EM
272.717
5 -0.12987329D+04 0.1441977 0.0001110 0.000 130.574 FS
272.426
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 80
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.21180787D+04 0.0000000 0.0000000 116.880 4.178 EM
281.942
2 -0.20067323D+04 111.3464165 0.0525695 116.612 5.235 FS
281.153
3 -0.12965395D+04 710.1928036 0.3539051 148.125 5.092 EM
249.783
4 -0.10900918D+04 206.4477015 0.1592298 155.647 7.279 EM
240.074
5 -0.10748369D+04 15.2548631 0.0139941 159.647 6.841 EM
236.512
6 -0.10736548D+04 1.1820901 0.0010998 162.986 6.348 EM
233.666
7 -0.10731910D+04 0.4637758 0.0004320 165.862 6.063 EM
231.075
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 81
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15611419D+04 0.0000000 0.0000000 123.344 14.584 EM
265.073
2 -0.15533020D+04 7.8398968 0.0050219 146.330 0.281 FS
256.389
3 -0.14743469D+04 78.9550805 0.0508305 155.465 0.000 FS
247.535
4 -0.14043217D+04 70.0252067 0.0474957 163.406 0.000 FS
239.594
5 -0.13388282D+04 65.4934877 0.0466371 166.976 0.000 FS
236.024
6 -0.12781979D+04 60.6303763 0.0452861 165.257 0.000 FS
237.743
7 -0.12239177D+04 54.2801582 0.0424662 159.909 0.000 FS
243.091
8 -0.11790373D+04 44.8804276 0.0366695 153.452 0.000 FS
249.548
9 -0.11470719D+04 31.9654151 0.0271115 148.268 0.000 FS
254.732
10 -0.11246995D+04 22.3723300 0.0195039 145.890 0.000 FS
257.110
11 -0.11108539D+04 13.8456251 0.0123105 146.655 0.000 FS
256.345
12 -0.11007788D+04 10.0751043 0.0090697 149.644 0.000 FS
253.356
13 -0.10923765D+04 8.4022858 0.0076330 154.401 0.000 FS
248.599
14 -0.10852692D+04 7.1072836 0.0065063 160.949 0.000 FS
242.051
15 -0.10795592D+04 5.7100412 0.0052614 169.682 0.000 FS
233.318
16 -0.10754919D+04 4.0673115 0.0037676 180.974 0.000 FS
222.026
17 -0.10731992D+04 2.2927228 0.0021318 194.207 0.000 FS
208.793
18 -0.10723640D+04 0.8351701 0.0007782 206.035 0.000 FS
196.965
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 82
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15991757D+04 0.0000000 0.0000000 0.007 240.480 EM
162.513
2 -0.15951145D+04 4.0611868 0.0025396 0.000 239.699 FS
163.301
3 -0.13558208D+04 239.2937149 0.1500166 0.000 224.303 FS
178.697
4 -0.12291173D+04 126.7035347 0.0934515 0.000 135.347 FS
267.653
5 -0.11485964D+04 80.5208971 0.0655112 0.000 148.829 FS
254.171
6 -0.11129282D+04 35.6681801 0.0310537 0.000 165.605 FS
237.395
7 -0.10961820D+04 16.7462037 0.0150470 0.000 172.570 FS
230.430
8 -0.10861891D+04 9.9929255 0.0091161 0.000 174.996 FS
228.004
9 -0.10795525D+04 6.6365460 0.0061099 0.000 180.199 FS
222.801
10 -0.10753381D+04 4.2143977 0.0039038 0.000 188.561 FS
214.439
11 -0.10731258D+04 2.2123573 0.0020574 0.000 199.133 FS
203.867
12 -0.10723560D+04 0.7697134 0.0007173 0.000 208.350 FS
194.650
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 83
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11880297D+04 0.0000000 0.0000000 274.738 41.901 EM
86.361
2 -0.11372727D+04 50.7570329 0.0427237 344.781 0.000 FS
58.219
3 -0.11035386D+04 33.7341296 0.0296623 396.775 0.000 FS
6.225
4 -0.10842543D+04 19.2843112 0.0174750 397.401 0.000 EM
5.599
5 -0.10794595D+04 4.7947624 0.0044222 397.754 0.000 EM
5.246
6 -0.10775226D+04 1.9368755 0.0017943 397.960 0.000 EM
5.040
7 -0.10765414D+04 0.9812145 0.0009106 398.081 0.000 EM
4.919
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 84
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13291632D+04 0.0000000 0.0000000 13.875 121.113 EM
268.012
2 -0.12140431D+04 115.1201334 0.0866110 1.808 129.354 FS
271.838
3 -0.11750050D+04 39.0381064 0.0321555 0.000 151.539 FS
251.461
4 -0.10918663D+04 83.1386498 0.0707560 0.000 157.030 EM
245.970
5 -0.10840223D+04 7.8440292 0.0071841 0.000 158.170 EM
244.830
6 -0.10800517D+04 3.9706070 0.0036628 0.000 159.167 EM
243.833
7 -0.10775763D+04 2.4754151 0.0022919 0.000 160.551 EM
242.449
8 -0.10760538D+04 1.5225259 0.0014129 0.000 162.244 EM
240.756
9 -0.10751071D+04 0.9466559 0.0008797 0.000 164.107 EM
238.893
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 85
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14820950D+04 0.0000000 0.0000000 109.827 15.384 EM
277.789
2 -0.11669684D+04 315.1266565 0.2126224 115.151 16.382 EM
271.467
3 -0.11314690D+04 35.4993299 0.0304201 109.655 23.576 EM
269.769
4 -0.11070701D+04 24.3989189 0.0215639 102.824 32.704 EM
267.472
5 -0.10915486D+04 15.5215174 0.0140204 97.116 41.672 EM
264.212
6 -0.10828753D+04 8.6733254 0.0079459 93.037 49.393 EM
260.570
7 -0.10782416D+04 4.6336335 0.0042790 90.244 55.671 EM
257.085
8 -0.10757398D+04 2.5018396 0.0023203 88.345 60.659 EM
253.996
9 -0.10743370D+04 1.4028084 0.0013040 87.055 64.591 EM
251.354
10 -0.10735117D+04 0.8253220 0.0007682 86.186 67.685 EM
249.129
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 86
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11918267D+04 0.0000000 0.0000000 138.120 87.165 EM
177.715
2 -0.11442471D+04 47.5796002 0.0399216 199.714 32.812 FS
170.474
3 -0.11268167D+04 17.4304645 0.0152331 174.555 12.434 FS
216.010
4 -0.11029681D+04 23.8485649 0.0211645 168.011 7.991 FS
226.998
5 -0.11004555D+04 2.5126304 0.0022781 162.361 4.668 FS
235.971
6 -0.10763348D+04 24.1206939 0.0219188 162.743 5.907 EM
234.350
7 -0.10746790D+04 1.6557622 0.0015383 163.163 6.418 EM
233.419
8 -0.10738252D+04 0.8537779 0.0007944 163.799 6.724 EM
232.478
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 87
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16517205D+04 0.0000000 0.0000000 113.328 17.922 EM
271.751
2 -0.15871006D+04 64.6198767 0.0391228 132.936 1.323 FS
268.741
3 -0.12550076D+04 332.0930184 0.2092451 130.153 1.945 EM
270.901
4 -0.12158593D+04 39.1482571 0.0311936 127.591 2.899 EM
272.510
5 -0.11782532D+04 37.6061847 0.0309297 125.775 5.234 EM
271.991
6 -0.11429740D+04 35.2791305 0.0299419 123.260 9.231 EM
270.509
7 -0.11149599D+04 28.0141522 0.0245099 121.243 13.588 EM
268.169
8 -0.10968419D+04 18.1179869 0.0162499 121.015 16.753 EM
265.232
9 -0.10864554D+04 10.3864815 0.0094694 122.465 18.462 EM
262.073
10 -0.10806396D+04 5.8158116 0.0053530 124.995 19.065 EM
258.940
11 -0.10772280D+04 3.4115514 0.0031570 128.071 18.995 EM
255.934
12 -0.10750454D+04 2.1826766 0.0020262 131.344 18.575 EM
253.081
13 -0.10735009D+04 1.5444614 0.0014366 134.622 18.010 EM
250.367
14 -0.10722994D+04 1.2015083 0.0011192 137.822 17.419 EM
247.759
15 -0.10713081D+04 0.9913068 0.0009245 140.911 16.867 EM
245.222
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 88
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12097046D+04 0.0000000 0.0000000 139.113 14.928 EM
248.959
2 -0.11045803D+04 105.1243735 0.0869009 152.941 11.408 EM
238.651
3 -0.10830960D+04 21.4842754 0.0194502 156.553 9.300 EM
237.147
4 -0.10781308D+04 4.9652079 0.0045843 158.296 8.001 EM
236.703
5 -0.10759877D+04 2.1430327 0.0019877 159.787 7.256 EM
235.957
6 -0.10750772D+04 0.9105466 0.0008462 161.498 6.634 EM
234.868
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 89
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13916038D+04 0.0000000 0.0000000 74.857 86.012 EM
242.131
2 -0.13350197D+04 56.5840656 0.0406610 34.564 106.169 FS
262.268
3 -0.11465537D+04 188.4659477 0.1411709 47.460 111.191 EM
244.348
4 -0.10999701D+04 46.5836678 0.0406293 55.387 105.306 EM
242.308
5 -0.10863133D+04 13.6567782 0.0124156 61.329 98.848 EM
242.823
6 -0.10809849D+04 5.3284423 0.0049051 66.242 93.748 EM
243.011
7 -0.10777797D+04 3.2051279 0.0029650 70.272 90.077 EM
242.651
8 -0.10757719D+04 2.0078470 0.0018629 73.499 87.549 EM
241.952
9 -0.10745272D+04 1.2447155 0.0011570 76.023 85.875 EM
241.102
10 -0.10737549D+04 0.7723069 0.0007187 77.957 84.825 EM
240.218
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 90
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15458443D+04 0.0000000 0.0000000 110.368 22.868 EM
269.765
2 -0.15058449D+04 39.9993830 0.0258754 118.350 10.497 FS
274.153
3 -0.13610702D+04 144.7747102 0.0961418 60.218 94.164 FS
248.617
4 -0.11216476D+04 239.4225830 0.1759076 39.182 119.409 EM
244.409
5 -0.10942421D+04 27.4054627 0.0244332 28.564 129.892 EM
244.543
6 -0.10831308D+04 11.1112972 0.0101543 23.837 133.626 EM
245.537
7 -0.10774742D+04 5.6566352 0.0052225 21.714 134.411 EM
246.875
8 -0.10745992D+04 2.8749803 0.0026683 20.893 134.390 EM
247.717
9 -0.10732302D+04 1.3689708 0.0012739 20.676 134.367 EM
247.957
10 -0.10726378D+04 0.5924753 0.0005520 20.706 134.553 EM
247.741
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 91
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14638065D+04 0.0000000 0.0000000 29.565 97.605 EM
275.829
2 -0.12495268D+04 214.2796525 0.1463852 35.449 91.927 FS
275.624
3 -0.11287999D+04 120.7269148 0.0966181 36.194 95.342 EM
271.464
4 -0.10849839D+04 43.8160442 0.0388165 1.074 145.991 FS
255.935
5 -0.10773957D+04 7.5881285 0.0069938 1.048 151.008 EM
250.944
6 -0.10761928D+04 1.2029259 0.0011165 1.056 154.545 EM
247.398
7 -0.10753712D+04 0.8215725 0.0007634 1.091 157.609 EM
244.300
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 92
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18853526D+04 0.0000000 0.0000000 335.480 16.708 EM
50.812
2 -0.13868519D+04 498.5007405 0.2644072 62.084 79.593 FS
261.323
3 -0.11683998D+04 218.4521279 0.1575166 44.025 108.578 EM
250.397
4 -0.11242373D+04 44.1625001 0.0377974 27.389 129.145 EM
246.465
5 -0.10991061D+04 25.1311637 0.0223540 17.443 141.110 EM
244.447
6 -0.10861836D+04 12.9225141 0.0117573 12.077 147.885 EM
243.039
7 -0.10796927D+04 6.4909382 0.0059759 9.211 152.160 EM
241.629
8 -0.10763936D+04 3.2990198 0.0030555 7.657 155.289 EM
240.054
9 -0.10746551D+04 1.7385055 0.0016151 6.799 157.846 EM
238.355
10 -0.10736841D+04 0.9710748 0.0009036 6.307 160.080 EM
236.613
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 93
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16093131D+04 0.0000000 0.0000000 44.071 86.720 EM
272.209
2 -0.11929625D+04 416.3506212 0.2587132 20.586 114.231 EM
268.182
3 -0.11455919D+04 47.3705953 0.0397084 8.449 127.928 EM
266.623
4 -0.11171304D+04 28.4614553 0.0248443 3.700 134.267 EM
265.033
5 -0.10996923D+04 17.4381713 0.0156098 1.922 138.160 EM
262.918
6 -0.10891640D+04 10.5283032 0.0095739 1.292 141.488 EM
260.219
7 -0.10828481D+04 6.3158825 0.0057988 1.194 144.642 EM
257.164
8 -0.10793583D+04 3.4897607 0.0032228 1.230 147.751 EM
254.019
9 -0.10770650D+04 2.2932889 0.0021247 1.373 150.711 EM
250.917
10 -0.10750032D+04 2.0618237 0.0019143 1.675 153.347 EM
247.979
11 -0.10739782D+04 1.0250354 0.0009535 1.797 155.911 EM
245.292
12 -0.10732392D+04 0.7389290 0.0006880 1.837 158.391 EM
242.772
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 94
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14859588D+04 0.0000000 0.0000000 18.308 110.336 EM
274.356
2 -0.14118816D+04 74.0771696 0.0498514 19.119 110.242 FS
273.639
3 -0.13458235D+04 66.0580542 0.0467872 29.559 99.980 FS
273.460
4 -0.12362521D+04 109.5714396 0.0814159 40.597 97.236 FS
265.167
5 -0.11662489D+04 70.0032446 0.0566254 49.150 100.970 FS
252.880
6 -0.11206815D+04 45.5673939 0.0390718 82.627 91.454 FS
228.919
7 -0.10995760D+04 21.1054418 0.0188327 136.149 52.553 FS
214.298
8 -0.10868935D+04 12.6825230 0.0115340 129.325 50.869 FS
222.807
9 -0.10786457D+04 8.2478464 0.0075885 131.253 58.212 FS
213.535
10 -0.10739664D+04 4.6792655 0.0043381 115.166 74.795 FS
213.039
11 -0.10712803D+04 2.6860827 0.0025011 117.696 83.042 FS
202.262
12 -0.10703193D+04 0.9610547 0.0008971 101.253 104.304 FS
197.443
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 95
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14042895D+04 0.0000000 0.0000000 92.818 37.953 EM
272.229
2 -0.11860208D+04 218.2686823 0.1554300 14.273 156.140 FS
232.587
3 -0.11088684D+04 77.1523712 0.0650514 0.000 174.828 FS
228.172
4 -0.10841555D+04 24.7129582 0.0222866 0.000 218.761 FS
184.239
5 -0.10747994D+04 9.3560366 0.0086298 0.000 225.751 FS
177.249
6 -0.10726930D+04 2.1064952 0.0019599 0.000 217.072 FS
185.928
7 -0.10722691D+04 0.4238009 0.0003951 0.000 214.068 FS
188.932
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 96
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12786611D+04 0.0000000 0.0000000 39.587 130.488 EM
232.925
2 -0.11383632D+04 140.2978537 0.1097225 35.193 127.460 EM
240.347
3 -0.11147866D+04 23.5765902 0.0207110 32.619 125.061 EM
245.320
4 -0.11012826D+04 13.5040313 0.0121136 30.971 124.063 EM
247.966
5 -0.10914262D+04 9.8563592 0.0089499 29.954 124.157 EM
248.889
6 -0.10844533D+04 6.9728951 0.0063888 29.423 125.009 EM
248.568
7 -0.10797403D+04 4.7130016 0.0043460 29.263 126.339 EM
247.398
8 -0.10766568D+04 3.0835804 0.0028559 29.362 127.940 EM
245.698
9 -0.10746755D+04 1.9812659 0.0018402 29.621 129.679 EM
243.700
10 -0.10734064D+04 1.2690798 0.0011809 29.960 131.475 EM
241.565
11 -0.10725802D+04 0.8262487 0.0007697 30.323 133.282 EM
239.395
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 97
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17280091D+04 0.0000000 0.0000000 41.591 82.219 EM
279.190
2 -0.12021360D+04 525.8730973 0.3043231 7.460 118.708 EM
276.832
3 -0.11611605D+04 40.9755145 0.0340856 0.002 126.373 FS
276.625
4 -0.11066168D+04 54.5437160 0.0469735 0.002 131.489 EM
271.509
5 -0.10932308D+04 13.3860071 0.0120963 0.002 135.957 EM
267.041
6 -0.10846266D+04 8.6041963 0.0078704 0.002 140.995 EM
262.003
7 -0.10802574D+04 4.3692260 0.0040283 0.002 145.883 EM
257.115
8 -0.10779318D+04 2.3255087 0.0021527 0.002 150.272 EM
252.726
9 -0.10765390D+04 1.3928204 0.0012921 0.002 154.147 EM
248.851
10 -0.10756230D+04 0.9160210 0.0008509 0.002 157.575 EM
245.423
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 98
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14891237D+04 0.0000000 0.0000000 14.063 117.988 EM
270.949
2 -0.14649125D+04 24.2112099 0.0162587 5.723 123.861 FS
273.416
3 -0.13645150D+04 100.3974731 0.0685348 0.158 138.468 FS
264.373
4 -0.12921287D+04 72.3862510 0.0530491 0.000 160.759 FS
242.241
5 -0.12240970D+04 68.0317311 0.0526509 0.000 194.436 FS
208.564
6 -0.11671145D+04 56.9825384 0.0465507 0.000 224.709 FS
178.291
7 -0.11208628D+04 46.2516627 0.0396291 0.000 228.003 FS
174.997
8 -0.10898872D+04 30.9755733 0.0276355 0.000 210.776 FS
192.224
9 -0.10752706D+04 14.6166295 0.0134111 0.000 201.682 FS
201.318
10 -0.10723433D+04 2.9272600 0.0027223 0.000 204.184 FS
198.816
11 -0.10722041D+04 0.1392832 0.0001299 0.000 209.726 FS
193.274
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 99
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18076499D+04 0.0000000 0.0000000 7.962 189.775 EM
205.263
2 -0.14638380D+04 343.8118570 0.1901983 1.817 147.771 EM
253.412
3 -0.12939313D+04 169.9067104 0.1160693 0.406 139.939 EM
262.655
4 -0.11791910D+04 114.7403004 0.0886757 0.125 138.944 EM
263.931
5 -0.11157312D+04 63.4597947 0.0538164 0.047 139.986 EM
262.967
6 -0.10919356D+04 23.7955659 0.0213273 0.021 142.205 EM
260.774
7 -0.10842755D+04 7.6601392 0.0070152 0.012 145.158 EM
257.830
8 -0.10805116D+04 3.7639231 0.0034714 0.008 148.402 EM
254.590
9 -0.10782387D+04 2.2729102 0.0021036 0.006 151.655 EM
251.340
10 -0.10767924D+04 1.4462609 0.0013413 0.005 154.785 EM
248.210
11 -0.10758210D+04 0.9714081 0.0009021 0.005 157.740 EM
245.255
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 100
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18670933D+04 0.0000000 0.0000000 1.659 121.759 EM
279.581
2 -0.17332800D+04 133.8133227 0.0716693 1.487 122.103 FS
279.410
3 -0.15401051D+04 193.1748944 0.1114505 0.000 123.736 FS
279.264
4 -0.12497283D+04 290.3767921 0.1885435 0.000 124.734 EM
278.266
5 -0.12379011D+04 11.8272225 0.0094638 0.000 128.232 FS
274.768
6 -0.11472009D+04 90.7001462 0.0732693 0.000 135.364 FS
267.636
7 -0.10921475D+04 55.0534361 0.0479894 0.000 152.566 FS
250.434
8 -0.10744528D+04 17.6946939 0.0162017 0.000 181.510 FS
221.490
9 -0.10723225D+04 2.1302801 0.0019827 0.000 203.690 FS
199.310
10 -0.10722068D+04 0.1157331 0.0001079 0.000 209.429 FS
193.571
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 101
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13308374D+04 0.0000000 0.0000000 38.918 95.081 EM
269.001
2 -0.12680440D+04 62.7933410 0.0471833 25.528 103.473 FS
273.998
3 -0.10977121D+04 170.3319243 0.1343265 17.535 127.490 EM
257.975
4 -0.10834227D+04 14.2894134 0.0130175 12.320 137.551 EM
253.129
5 -0.10786253D+04 4.7974151 0.0044280 9.482 143.705 EM
249.813
6 -0.10756902D+04 2.9350744 0.0027211 8.195 147.992 EM
246.813
7 -0.10746233D+04 1.0668576 0.0009918 7.506 151.501 EM
243.993
8 -0.10734919D+04 1.1313987 0.0010528 7.294 154.353 EM
241.353
9 -0.10729510D+04 0.5409776 0.0005039 7.264 156.855 EM
238.880
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 102
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18896205D+04 0.0000000 0.0000000 36.966 146.993 EM
219.040
2 -0.18802727D+04 9.3477904 0.0049469 0.026 241.124 FS
161.850
3 -0.16271935D+04 253.0792459 0.1345971 0.000 270.687 FS
132.313
4 -0.11038652D+04 523.3283031 0.3216141 0.000 244.687 EM
158.313
5 -0.10911504D+04 12.7147936 0.0115184 0.000 228.215 EM
174.785
6 -0.10842550D+04 6.8954447 0.0063194 0.000 218.120 EM
184.880
7 -0.10799234D+04 4.3315237 0.0039949 0.000 211.834 EM
191.166
8 -0.10770718D+04 2.8516424 0.0026406 0.000 207.806 EM
195.194
9 -0.10752069D+04 1.8649118 0.0017315 0.000 205.170 EM
197.830
10 -0.10740200D+04 1.1868392 0.0011038 0.000 203.440 EM
199.560
11 -0.10732878D+04 0.7322127 0.0006817 0.000 202.322 EM
200.678
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 103
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15273934D+04 0.0000000 0.0000000 62.469 87.056 EM
253.475
2 -0.13842866D+04 143.1067282 0.0936934 43.972 82.962 FS
276.066
3 -0.11578827D+04 226.4039358 0.1635528 52.552 79.867 EM
270.581
4 -0.11164098D+04 41.4729279 0.0358179 66.323 67.859 EM
268.818
5 -0.10938786D+04 22.5311915 0.0201818 79.667 57.397 EM
265.936
6 -0.10825970D+04 11.2815814 0.0103134 90.018 50.639 EM
262.343
7 -0.10774874D+04 5.1095937 0.0047198 97.127 46.851 EM
259.022
8 -0.10751819D+04 2.3055188 0.0021397 101.645 44.972 EM
256.382
9 -0.10740724D+04 1.1095232 0.0010319 104.372 44.236 EM
254.392
10 -0.10734752D+04 0.5972001 0.0005560 105.961 44.152 EM
252.887
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 104
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16873286D+04 0.0000000 0.0000000 7.756 126.245 EM
268.998
2 -0.14923559D+04 194.9726539 0.1155511 10.669 123.244 FS
269.087
3 -0.14530922D+04 39.2637267 0.0263099 0.002 131.202 FS
271.796
4 -0.11988719D+04 254.2202828 0.1749512 0.002 125.374 EM
277.624
5 -0.11141468D+04 84.7251401 0.0706707 0.003 129.314 EM
273.683
6 -0.10933807D+04 20.7660665 0.0186385 0.004 134.473 EM
268.524
7 -0.10851268D+04 8.2539121 0.0075490 0.005 139.618 EM
263.376
8 -0.10810038D+04 4.1230159 0.0037996 0.007 144.359 EM
258.634
9 -0.10786213D+04 2.3825302 0.0022040 0.008 148.626 EM
254.366
10 -0.10771044D+04 1.5168764 0.0014063 0.010 152.450 EM
250.541
11 -0.10760711D+04 1.0332917 0.0009593 0.011 155.886 EM
247.103
12 -0.10753316D+04 0.7395075 0.0006872 0.013 158.989 EM
243.998
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 105
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11917514D+04 0.0000000 0.0000000 2.736 388.043 EM
12.221
2 -0.10771565D+04 114.5948700 0.0961567 2.654 388.455 EM
11.891
3 -0.10750630D+04 2.0934874 0.0019435 2.612 388.628 EM
11.759
4 -0.10748623D+04 0.2007235 0.0001867 2.593 388.669 EM
11.738
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 106
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18580442D+04 0.0000000 0.0000000 57.679 72.679 EM
272.642
2 -0.15966844D+04 261.3598123 0.1406639 53.563 76.647 FS
272.791
3 -0.15028829D+04 93.8014771 0.0587477 13.817 113.239 FS
275.944
4 -0.10968825D+04 406.0003444 0.2701477 15.259 119.186 EM
268.554
5 -0.10822064D+04 14.6761575 0.0133799 1.611 153.547 FS
247.842
6 -0.10745071D+04 7.6993075 0.0071145 1.857 159.486 EM
241.657
7 -0.10732213D+04 1.2857802 0.0011966 2.494 161.945 EM
238.561
8 -0.10712469D+04 1.9743914 0.0018397 3.546 163.222 EM
236.232
9 -0.10696755D+04 1.5714441 0.0014669 4.384 164.436 EM
234.180
10 -0.10689996D+04 0.6758953 0.0006319 4.921 165.859 EM
232.220
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 107
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15391826D+04 0.0000000 0.0000000 2.457 374.335 EM
26.209
2 -0.11859456D+04 353.2370179 0.2294965 1.406 350.026 EM
51.568
3 -0.11311347D+04 54.8109587 0.0462171 0.926 324.021 EM
78.053
4 -0.11036049D+04 27.5297593 0.0243382 0.746 301.863 EM
100.392
5 -0.10901200D+04 13.4849504 0.0122190 0.717 285.142 EM
117.141
6 -0.10831880D+04 6.9319655 0.0063589 0.784 273.161 EM
129.055
7 -0.10791988D+04 3.9891618 0.0036828 0.916 264.637 EM
137.447
8 -0.10766589D+04 2.5399178 0.0023535 1.081 258.474 EM
143.444
9 -0.10749943D+04 1.6645600 0.0015460 1.279 253.876 EM
147.846
10 -0.10739056D+04 1.0887516 0.0010128 1.523 250.286 EM
151.192
11 -0.10731116D+04 0.7939880 0.0007393 1.772 247.384 EM
153.844
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 108
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15480863D+04 0.0000000 0.0000000 0.000 145.526 EM
257.474
2 -0.13985708D+04 149.5154853 0.0965808 0.000 146.062 FS
256.938
3 -0.13929936D+04 5.5771688 0.0039878 0.000 146.063 FS
256.937
4 -0.12233690D+04 169.6246478 0.1217699 0.000 147.422 EM
255.578
5 -0.11560910D+04 67.2779928 0.0549940 0.000 144.573 EM
258.427
6 -0.11258882D+04 30.2028015 0.0261249 0.000 142.857 EM
260.143
7 -0.11088316D+04 17.0565235 0.0151494 0.000 142.701 EM
260.299
8 -0.10966682D+04 12.1634650 0.0109696 0.000 143.779 EM
259.221
9 -0.10883281D+04 8.3401161 0.0076050 0.000 145.735 EM
257.265
10 -0.10829893D+04 5.3387309 0.0049054 0.000 148.243 EM
254.757
11 -0.10796963D+04 3.2930177 0.0030407 0.000 151.031 EM
251.969
12 -0.10776630D+04 2.0333615 0.0018833 0.000 153.900 EM
249.100
13 -0.10763661D+04 1.2968957 0.0012034 0.000 156.727 EM
246.273
14 -0.10754970D+04 0.8690835 0.0008074 0.000 159.442 EM
243.558
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 109
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.23518217D+04 0.0000000 0.0000000 178.622 3.096 EM
221.281
2 -0.20574770D+04 294.3447271 0.1251561 162.145 0.412 FS
240.443
3 -0.14822336D+04 575.2433848 0.2795868 123.745 1.687 EM
277.568
4 -0.14121539D+04 70.0796636 0.0472798 118.727 6.452 EM
277.821
5 -0.13362462D+04 75.9077005 0.0537531 114.071 12.410 EM
276.519
6 -0.12662914D+04 69.9548356 0.0523518 110.766 18.124 EM
274.110
7 -0.11985299D+04 67.7614541 0.0535117 106.120 24.778 EM
272.102
8 -0.11480278D+04 50.5021687 0.0421368 103.856 31.450 EM
267.694
9 -0.11147349D+04 33.2929174 0.0290001 102.227 37.765 EM
263.008
10 -0.10946327D+04 20.1021883 0.0180332 100.320 43.997 EM
258.684
11 -0.10844527D+04 10.1799581 0.0092999 99.459 48.725 EM
254.816
12 -0.10794782D+04 4.9745190 0.0045871 99.439 52.028 EM
251.533
13 -0.10768762D+04 2.6020008 0.0024104 99.820 54.361 EM
248.818
14 -0.10753799D+04 1.4963294 0.0013895 100.343 56.081 EM
246.576
15 -0.10744404D+04 0.9394170 0.0008736 100.879 57.414 EM
244.707
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 110
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.23872547D+04 0.0000000 0.0000000 118.180 14.289 EM
270.531
2 -0.20260632D+04 361.1914843 0.1512999 112.549 22.453 FS
267.998
3 -0.16885048D+04 337.5583862 0.1666080 112.264 22.269 FS
268.467
4 -0.14055342D+04 282.9706249 0.1675865 91.361 40.446 FS
271.193
5 -0.11239800D+04 281.5541409 0.2003182 79.154 53.579 EM
270.266
6 -0.11003364D+04 23.6436689 0.0210357 70.530 65.509 EM
266.961
7 -0.10874371D+04 12.8992838 0.0117230 64.444 75.577 EM
262.979
8 -0.10804142D+04 7.0228387 0.0064582 60.395 83.535 EM
259.070
9 -0.10766936D+04 3.7206521 0.0034437 57.864 89.498 EM
255.638
10 -0.10747039D+04 1.9897143 0.0018480 56.398 93.806 EM
252.796
11 -0.10736431D+04 1.0608307 0.0009871 55.646 96.852 EM
250.501
12 -0.10730538D+04 0.5892711 0.0005489 55.353 98.959 EM
248.689
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 111
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12503373D+04 0.0000000 0.0000000 5.855 156.527 EM
240.618
2 -0.12229663D+04 27.3709762 0.0218909 0.000 184.425 FS
218.574
3 -0.11504899D+04 72.4764426 0.0592628 0.000 160.767 EM
242.232
4 -0.11280732D+04 22.4166673 0.0194845 0.000 152.510 EM
250.490
5 -0.11117249D+04 16.3483320 0.0144923 0.000 149.409 EM
253.591
6 -0.10992233D+04 12.5016419 0.0112453 0.000 148.617 EM
254.383
7 -0.10902239D+04 8.9993176 0.0081870 0.000 149.212 EM
253.788
8 -0.10841849D+04 6.0390048 0.0055392 0.001 150.720 EM
252.280
9 -0.10803492D+04 3.8357590 0.0035379 0.001 152.792 EM
250.207
10 -0.10779747D+04 2.3744502 0.0021979 0.001 155.165 EM
247.834
11 -0.10764931D+04 1.4815833 0.0013744 0.001 157.653 EM
245.347
12 -0.10755348D+04 0.9583203 0.0008902 0.001 160.136 EM
242.863
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 112
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12120176D+04 0.0000000 0.0000000 22.041 344.298 EM
36.661
2 -0.11380445D+04 73.9730784 0.0610330 8.570 315.053 FS
79.377
3 -0.10744819D+04 63.5625475 0.0558524 8.861 311.519 EM
82.620
4 -0.10730563D+04 1.4256645 0.0013268 9.500 308.176 EM
85.324
5 -0.10721111D+04 0.9451192 0.0008808 10.051 305.296 EM
87.654
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 113
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.20814418D+04 0.0000000 0.0000000 85.282 42.530 EM
275.188
2 -0.17016924D+04 379.7493612 0.1824453 88.004 40.653 FS
274.343
3 -0.13789226D+04 322.7698444 0.1896758 94.025 35.884 FS
273.091
4 -0.13403009D+04 38.6217103 0.0280086 97.964 38.586 FS
266.450
5 -0.10938528D+04 246.4481210 0.1838752 99.099 39.062 EM
264.839
6 -0.10816243D+04 12.2284445 0.0111792 101.110 40.725 EM
261.165
7 -0.10782288D+04 3.3954791 0.0031392 102.502 42.668 EM
257.830
8 -0.10765196D+04 1.7092534 0.0015852 103.264 44.548 EM
255.188
9 -0.10754177D+04 1.1018995 0.0010236 103.735 46.251 EM
253.013
10 -0.10746685D+04 0.7492139 0.0006967 104.117 47.755 EM
251.128
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 114
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13312119D+04 0.0000000 0.0000000 136.710 23.739 EM
242.551
2 -0.11517730D+04 179.4388909 0.1347936 129.094 10.570 EM
263.336
3 -0.11194419D+04 32.3310578 0.0280707 131.989 6.185 EM
264.826
4 -0.11018307D+04 17.6111935 0.0157321 135.561 4.187 EM
263.252
5 -0.10906199D+04 11.2108359 0.0101747 139.041 3.266 EM
260.694
6 -0.10838478D+04 6.7721045 0.0062094 142.459 2.892 EM
257.649
7 -0.10798359D+04 4.0118933 0.0037015 145.761 2.825 EM
254.414
8 -0.10773954D+04 2.4405395 0.0022601 148.867 2.947 EM
251.186
9 -0.10758203D+04 1.5750377 0.0014619 151.729 3.190 EM
248.080
10 -0.10747323D+04 1.0880580 0.0010114 154.342 3.509 EM
245.149
11 -0.10739360D+04 0.7962217 0.0007409 156.726 3.866 EM
242.409
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 115
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14933919D+04 0.0000000 0.0000000 15.417 162.632 EM
224.952
2 -0.14102960D+04 83.0958779 0.0556424 2.659 165.371 FS
234.970
3 -0.13345345D+04 75.7615430 0.0537203 0.000 233.857 FS
169.143
4 -0.12701474D+04 64.3870800 0.0482468 0.000 281.779 FS
121.221
5 -0.12079107D+04 62.2367410 0.0489996 0.000 278.146 FS
124.854
6 -0.11564110D+04 51.4996341 0.0426353 0.000 240.653 FS
162.347
7 -0.11140046D+04 42.4064152 0.0366707 0.000 215.276 FS
187.724
8 -0.10862864D+04 27.7181980 0.0248816 0.000 199.408 FS
203.592
9 -0.10744327D+04 11.8537028 0.0109121 0.000 196.084 FS
206.916
10 -0.10723147D+04 2.1180484 0.0019713 0.000 203.018 FS
199.982
11 -0.10722011D+04 0.1135395 0.0001059 0.000 210.197 FS
192.803
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 116
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19683470D+04 0.0000000 0.0000000 86.672 36.481 EM
279.847
2 -0.16396638D+04 328.6832822 0.1669844 88.051 35.754 FS
279.195
3 -0.14358052D+04 203.8585459 0.1243295 79.208 44.645 FS
279.147
4 -0.13153494D+04 120.4557787 0.0838942 60.022 64.738 FS
278.240
5 -0.12274979D+04 87.8515698 0.0667895 67.071 60.100 FS
275.829
6 -0.11463015D+04 81.1963676 0.0661479 79.583 54.895 FS
268.522
7 -0.11347272D+04 11.5743173 0.0100971 112.202 49.774 FS
241.024
8 -0.10946526D+04 40.0745843 0.0353165 303.512 0.369 FS
99.119
9 -0.10856393D+04 9.0132889 0.0082339 303.539 0.354 EM
99.107
10 -0.10815172D+04 4.1221077 0.0037969 301.549 0.484 EM
100.967
11 -0.10783434D+04 3.1738002 0.0029346 298.275 1.022 EM
103.703
12 -0.10752675D+04 3.0758961 0.0028524 294.407 1.833 EM
106.761
13 -0.10730453D+04 2.2222312 0.0020667 290.612 2.554 EM
109.834
14 -0.10715481D+04 1.4971991 0.0013953 287.067 3.203 EM
112.730
15 -0.10703072D+04 1.2408793 0.0011580 283.752 3.885 EM
115.363
16 -0.10692502D+04 1.0569371 0.0009875 280.767 4.517 EM
117.716
17 -0.10685521D+04 0.6981467 0.0006529 278.229 4.980 EM
119.791
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 117
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14122696D+04 0.0000000 0.0000000 27.727 111.628 EM
263.645
2 -0.12342346D+04 178.0349535 0.1260630 35.030 106.826 FS
261.144
3 -0.11693762D+04 64.8583830 0.0525495 1.854 155.707 FS
245.439
4 -0.11174907D+04 51.8855612 0.0443703 0.000 197.528 FS
205.472
5 -0.10804324D+04 37.0582977 0.0331621 0.000 215.537 FS
187.463
6 -0.10726613D+04 7.7710675 0.0071926 0.000 209.310 FS
193.690
7 -0.10722170D+04 0.4442850 0.0004142 0.000 211.195 FS
191.805
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 118
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14173190D+04 0.0000000 0.0000000 0.240 385.611 EM
17.150
2 -0.13335773D+04 83.7416781 0.0590846 0.223 385.779 FS
16.998
3 -0.12254992D+04 108.0780953 0.0810437 0.097 366.340 EM
36.564
4 -0.11669764D+04 58.5227705 0.0477542 0.054 341.059 EM
61.888
5 -0.11312604D+04 35.7159872 0.0306056 0.044 315.177 EM
87.780
6 -0.11097691D+04 21.4913104 0.0189977 0.064 292.713 EM
110.223
7 -0.10968201D+04 12.9490540 0.0116682 0.234 274.996 EM
127.771
8 -0.10874771D+04 9.3429234 0.0085182 0.884 261.316 EM
140.801
9 -0.10808929D+04 6.5842203 0.0060546 1.060 251.556 EM
150.384
10 -0.10770335D+04 3.8594071 0.0035706 1.060 244.573 EM
157.367
11 -0.10743884D+04 2.6451193 0.0024559 1.052 239.461 EM
162.487
12 -0.10725665D+04 1.8218745 0.0016957 1.047 235.659 EM
166.294
13 -0.10713358D+04 1.2306963 0.0011474 1.044 232.790 EM
169.166
14 -0.10705240D+04 0.8118190 0.0007578 1.043 230.597 EM
171.360
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 119
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13915684D+04 0.0000000 0.0000000 0.004 388.200 EM
14.796
2 -0.13909280D+04 0.6404212 0.0004602 0.000 389.414 FS
13.586
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 120
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13440648D+04 0.0000000 0.0000000 111.937 17.179 EM
273.883
2 -0.12322905D+04 111.7742859 0.0831614 105.839 22.227 EM
274.934
3 -0.11800155D+04 52.2750077 0.0424210 102.154 26.944 EM
273.903
4 -0.11410227D+04 38.9927681 0.0330443 101.010 29.978 EM
272.013
5 -0.11142608D+04 26.7618852 0.0234543 102.000 31.654 EM
269.346
6 -0.10975440D+04 16.7168784 0.0150027 104.337 32.610 EM
266.053
7 -0.10877210D+04 9.8229429 0.0089499 107.319 33.283 EM
262.398
8 -0.10820659D+04 5.6551239 0.0051991 110.475 33.882 EM
258.642
9 -0.10787568D+04 3.3090376 0.0030581 113.544 34.482 EM
254.974
10 -0.10767380D+04 2.0188386 0.0018714 116.408 35.094 EM
251.498
11 -0.10754379D+04 1.3000774 0.0012074 119.030 35.714 EM
248.256
12 -0.10745532D+04 0.8847598 0.0008227 121.412 36.332 EM
245.257
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 121
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16908114D+04 0.0000000 0.0000000 182.360 208.954 EM
11.686
2 -0.15375766D+04 153.2347951 0.0906280 9.248 383.586 FS
10.166
3 -0.11932528D+04 344.3238203 0.2239393 0.000 269.564 FS
133.436
4 -0.11311622D+04 62.0906207 0.0520348 0.000 250.194 FS
152.806
5 -0.10932899D+04 37.8722496 0.0334808 0.000 217.363 FS
185.637
6 -0.10781509D+04 15.1389940 0.0138472 0.000 201.638 FS
201.362
7 -0.10733383D+04 4.8126638 0.0044638 0.000 204.117 FS
198.883
8 -0.10723244D+04 1.0139170 0.0009446 0.000 209.474 FS
193.526
9 -0.10722076D+04 0.1167338 0.0001089 0.000 211.669 FS
191.331
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 122
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15472428D+04 0.0000000 0.0000000 52.947 80.644 EM
269.409
2 -0.12253555D+04 321.8873320 0.2080393 25.986 104.075 FS
272.939
3 -0.11575725D+04 67.7829855 0.0553170 0.553 127.689 FS
274.758
4 -0.10993778D+04 58.1946668 0.0502730 0.623 133.611 EM
268.766
5 -0.10863650D+04 13.0128271 0.0118365 0.615 138.787 EM
263.598
6 -0.10813033D+04 5.0616889 0.0046593 0.625 143.790 EM
258.585
7 -0.10786677D+04 2.6356383 0.0024375 0.615 148.361 EM
254.025
8 -0.10770577D+04 1.6099972 0.0014926 0.612 152.381 EM
250.007
9 -0.10759962D+04 1.0614681 0.0009855 0.616 155.943 EM
246.441
10 -0.10752746D+04 0.7215927 0.0006706 0.603 159.147 EM
243.250
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 123
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19511907D+04 0.0000000 0.0000000 111.764 15.674 EM
275.562
2 -0.16482696D+04 302.9210606 0.1552493 105.545 21.801 FS
275.654
3 -0.15085703D+04 139.6993286 0.0847551 104.997 21.568 FS
276.435
4 -0.13798408D+04 128.7294693 0.0853321 39.546 87.363 FS
276.091
5 -0.11867448D+04 193.0960578 0.1399408 10.170 120.786 EM
272.044
6 -0.11285528D+04 58.1919991 0.0490350 2.477 131.214 EM
269.309
7 -0.11039839D+04 24.5688859 0.0217703 0.771 135.839 EM
266.390
8 -0.10913995D+04 12.5843521 0.0113990 0.377 139.555 EM
263.067
9 -0.10844257D+04 6.9738489 0.0063898 0.349 143.154 EM
259.497
10 -0.10803057D+04 4.1199609 0.0037992 0.535 146.547 EM
255.918
11 -0.10774920D+04 2.8137106 0.0026046 0.943 149.539 EM
252.518
12 -0.10753450D+04 2.1470455 0.0019926 1.363 152.226 EM
249.411
13 -0.10739945D+04 1.3504797 0.0012559 1.580 154.825 EM
246.595
14 -0.10731748D+04 0.8196826 0.0007632 1.668 157.349 EM
243.983
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 124
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14308048D+04 0.0000000 0.0000000 0.212 142.881 EM
259.907
2 -0.14094795D+04 21.3253128 0.0149044 0.000 143.061 FS
259.939
3 -0.12122884D+04 197.1910150 0.1399034 0.000 141.815 EM
261.185
4 -0.11389962D+04 73.2922481 0.0604578 0.000 140.257 EM
262.743
5 -0.11097027D+04 29.2934874 0.0257187 0.000 140.540 EM
262.460
6 -0.10961603D+04 13.5424182 0.0122036 0.000 142.131 EM
260.869
7 -0.10878789D+04 8.2813580 0.0075549 0.000 144.534 EM
258.466
8 -0.10827109D+04 5.1680147 0.0047505 0.000 147.381 EM
255.619
9 -0.10795574D+04 3.1534743 0.0029126 0.000 150.411 EM
252.589
10 -0.10776080D+04 1.9494665 0.0018058 0.000 153.447 EM
249.553
11 -0.10763530D+04 1.2550064 0.0011646 0.000 156.388 EM
246.612
12 -0.10755018D+04 0.8511924 0.0007908 0.000 159.182 EM
243.818
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 125
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16698723D+04 0.0000000 0.0000000 42.810 193.440 EM
166.750
2 -0.14789510D+04 190.9213766 0.1143329 8.267 218.148 FS
176.584
3 -0.13024115D+04 176.5394726 0.1193680 0.047 142.764 FS
260.189
4 -0.11185713D+04 183.8401517 0.1411537 0.043 133.848 EM
269.110
5 -0.10964523D+04 22.1190351 0.0197744 0.034 136.501 EM
266.465
6 -0.10872370D+04 9.2152605 0.0084046 0.024 140.410 EM
262.566
7 -0.10822621D+04 4.9749089 0.0045757 0.023 144.428 EM
258.549
8 -0.10793782D+04 2.8838985 0.0026647 0.020 148.284 EM
254.695
9 -0.10775868D+04 1.7913942 0.0016597 0.017 151.885 EM
251.098
10 -0.10763998D+04 1.1870460 0.0011016 0.013 155.210 EM
247.777
11 -0.10755690D+04 0.8307904 0.0007718 0.008 158.269 EM
244.723
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 126
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12555882D+04 0.0000000 0.0000000 58.045 72.763 EM
272.193
2 -0.12222344D+04 33.3537349 0.0265642 123.915 7.790 FS
271.295
3 -0.11287520D+04 93.4823840 0.0764848 124.952 5.317 EM
272.731
4 -0.11129834D+04 15.7686305 0.0139700 145.521 0.000 FS
257.479
5 -0.10847548D+04 28.2285689 0.0253630 160.770 0.000 FS
242.230
6 -0.10742921D+04 10.4627690 0.0096453 185.843 0.000 FS
217.157
7 -0.10723250D+04 1.9671101 0.0018311 205.942 0.000 FS
197.058
8 -0.10722084D+04 0.1165699 0.0001087 209.124 0.000 FS
193.876
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 127
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13472570D+04 0.0000000 0.0000000 32.968 96.206 EM
273.825
2 -0.13268034D+04 20.4536909 0.0151817 14.480 113.275 FS
275.245
3 -0.11519223D+04 174.8810093 0.1318063 21.900 110.534 EM
270.566
4 -0.11169706D+04 34.9517454 0.0303421 32.810 101.894 EM
268.296
5 -0.10979184D+04 19.0522359 0.0170571 42.683 95.217 EM
265.100
6 -0.10869175D+04 11.0008550 0.0100197 51.008 90.455 EM
261.538
7 -0.10806589D+04 6.2585676 0.0057581 57.869 86.999 EM
258.132
8 -0.10771265D+04 3.5324692 0.0032688 63.418 84.500 EM
255.082
9 -0.10751175D+04 2.0090192 0.0018652 67.836 82.724 EM
252.440
10 -0.10739467D+04 1.1707971 0.0010890 71.318 81.486 EM
250.196
11 -0.10732420D+04 0.7046880 0.0006562 74.042 80.645 EM
248.313
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 128
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12269354D+04 0.0000000 0.0000000 15.533 165.580 EM
221.887
2 -0.11317481D+04 95.1872456 0.0775813 20.917 154.987 EM
227.096
3 -0.11079344D+04 23.8137332 0.0210415 27.087 143.484 EM
232.430
4 -0.10951960D+04 12.7383697 0.0114974 32.814 134.007 EM
236.179
5 -0.10868332D+04 8.3628662 0.0076360 37.563 127.038 EM
238.399
6 -0.10814362D+04 5.3969449 0.0049658 41.291 122.239 EM
239.470
7 -0.10780517D+04 3.3845343 0.0031297 44.161 119.078 EM
239.760
8 -0.10759736D+04 2.0780936 0.0019276 46.368 117.078 EM
239.554
9 -0.10747101D+04 1.2634913 0.0011743 48.077 115.873 EM
239.051
10 -0.10739385D+04 0.7716214 0.0007180 49.414 115.201 EM
238.385
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 129
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16520557D+04 0.0000000 0.0000000 0.878 379.807 EM
22.316
2 -0.13438410D+04 308.2147709 0.1865644 1.059 378.686 FS
23.256
3 -0.12302193D+04 113.6216320 0.0845499 0.702 379.307 FS
22.991
4 -0.12203255D+04 9.8938400 0.0080423 0.000 195.117 FS
207.883
5 -0.11225339D+04 97.7916133 0.0801357 0.000 206.085 EM
196.915
6 -0.10877074D+04 34.8264919 0.0310249 0.000 207.339 EM
195.661
7 -0.10796461D+04 8.0613079 0.0074113 0.000 205.727 EM
197.273
8 -0.10768049D+04 2.8411657 0.0026316 0.000 203.642 EM
199.358
9 -0.10750415D+04 1.7633815 0.0016376 0.000 201.858 EM
201.142
10 -0.10739224D+04 1.1191354 0.0010410 0.000 200.553 EM
202.447
11 -0.10732359D+04 0.6865065 0.0006393 0.000 199.691 EM
203.309
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 130
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.24660984D+04 0.0000000 0.0000000 0.000 165.380 EM
237.620
2 -0.20774370D+04 388.6614045 0.1576017 0.000 170.229 FS
232.771
3 -0.17264935D+04 350.9435451 0.1689310 0.000 170.157 FS
232.843
4 -0.14615181D+04 264.9753459 0.1534760 0.000 170.161 FS
232.839
5 -0.13677073D+04 93.8108083 0.0641872 0.000 170.161 FS
232.839
6 -0.13668071D+04 0.9002665 0.0006582 0.000 170.161 FS
232.839
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 131
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13423287D+04 0.0000000 0.0000000 118.542 35.134 EM
249.323
2 -0.13109462D+04 31.3824601 0.0233791 137.135 0.172 FS
265.693
3 -0.11848202D+04 126.1259961 0.0962099 138.743 0.000 EM
264.257
4 -0.11833140D+04 1.5062262 0.0012713 138.740 0.000 FS
264.260
5 -0.11417544D+04 41.5596223 0.0351214 137.953 0.000 EM
265.047
6 -0.11194524D+04 22.3020251 0.0195331 138.275 0.000 EM
264.725
7 -0.11036437D+04 15.8086180 0.0141217 139.724 0.000 EM
263.276
8 -0.10926726D+04 10.9711210 0.0099408 142.023 0.000 EM
260.977
9 -0.10856478D+04 7.0247890 0.0064290 144.865 0.000 EM
258.135
10 -0.10813561D+04 4.2917136 0.0039531 147.973 0.000 EM
255.027
11 -0.10787454D+04 2.6107234 0.0024143 151.140 0.000 EM
251.860
12 -0.10771082D+04 1.6372330 0.0015177 154.234 0.000 EM
248.766
13 -0.10760294D+04 1.0787780 0.0010016 157.184 0.000 EM
245.816
14 -0.10752799D+04 0.7495262 0.0006966 159.959 0.000 EM
243.041
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 132
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13203851D+04 0.0000000 0.0000000 2.801 394.055 EM
6.144
2 -0.11213362D+04 199.0489368 0.1507507 4.516 390.226 EM
8.258
3 -0.10899415D+04 31.3946911 0.0279976 5.081 388.122 EM
9.797
4 -0.10801713D+04 9.7701884 0.0089640 5.187 387.000 EM
10.812
5 -0.10766718D+04 3.4995126 0.0032398 5.169 386.372 EM
11.459
6 -0.10752923D+04 1.3794639 0.0012812 5.100 386.024 EM
11.876
7 -0.10747060D+04 0.5862825 0.0005452 5.002 385.842 EM
12.156
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 133
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18960956D+04 0.0000000 0.0000000 1.505 121.028 EM
280.467
2 -0.15668188D+04 329.2768057 0.1736604 72.204 55.999 FS
274.797
3 -0.14977560D+04 69.0628462 0.0440784 72.446 56.382 FS
274.172
4 -0.13795731D+04 118.1828781 0.0789066 82.476 49.963 FS
270.561
5 -0.12843583D+04 95.2147560 0.0690176 82.449 48.761 FS
271.790
6 -0.11172785D+04 167.0798318 0.1300882 81.666 56.936 EM
264.398
7 -0.10986263D+04 18.6522487 0.0166944 75.725 65.216 EM
262.059
8 -0.10880507D+04 10.5755798 0.0096262 70.393 73.071 EM
259.536
9 -0.10816342D+04 6.4164922 0.0058972 66.423 79.914 EM
256.663
10 -0.10779257D+04 3.7084589 0.0034286 63.696 85.563 EM
253.741
11 -0.10758818D+04 2.0439060 0.0018961 61.997 89.959 EM
251.044
12 -0.10745516D+04 1.3301762 0.0012364 61.022 93.248 EM
248.730
13 -0.10737162D+04 0.8354175 0.0007775 60.547 95.720 EM
246.733
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 134
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19237466D+04 0.0000000 0.0000000 0.014 261.616 EM
141.370
2 -0.13694779D+04 554.2686956 0.2881194 0.005 139.330 EM
263.665
3 -0.11935896D+04 175.8882789 0.1284346 0.005 129.291 EM
273.705
4 -0.11537637D+04 39.8258803 0.0333665 0.005 130.114 EM
272.881
5 -0.11239954D+04 29.7683840 0.0258011 0.007 132.320 EM
270.673
6 -0.11040182D+04 19.9771530 0.0177733 0.009 135.346 EM
267.645
7 -0.10919347D+04 12.0835097 0.0109450 0.011 138.904 EM
264.085
8 -0.10849852D+04 6.9495436 0.0063644 0.014 142.688 EM
260.298
9 -0.10809801D+04 4.0050840 0.0036914 0.017 146.459 EM
256.523
10 -0.10785773D+04 2.4027255 0.0022227 0.021 150.074 EM
252.905
11 -0.10770496D+04 1.5277197 0.0014164 0.025 153.465 EM
249.510
12 -0.10760189D+04 1.0307201 0.0009570 0.030 156.611 EM
246.359
13 -0.10752866D+04 0.7322664 0.0006805 0.036 159.515 EM
243.449
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 135
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15968876D+04 0.0000000 0.0000000 314.537 50.482 EM
37.981
2 -0.12885494D+04 308.3381540 0.1930870 285.684 47.267 FS
70.049
3 -0.11704934D+04 118.0560173 0.0916193 389.579 12.007 FS
1.415
4 -0.10941194D+04 76.3740194 0.0652494 393.147 8.577 EM
1.276
5 -0.10853290D+04 8.7903577 0.0080342 395.346 6.451 EM
1.203
6 -0.10827900D+04 2.5390680 0.0023394 396.971 4.867 EM
1.162
7 -0.10805089D+04 2.2810369 0.0021066 397.307 4.555 EM
1.138
8 -0.10794721D+04 1.0368277 0.0009596 397.454 4.420 EM
1.126
9 -0.10786924D+04 0.7797301 0.0007223 397.456 4.423 EM
1.121
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 136
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11762919D+04 0.0000000 0.0000000 3.097 393.232 EM
6.671
2 -0.10948831D+04 81.4087421 0.0692079 3.302 393.363 EM
6.335
3 -0.10860763D+04 8.8067762 0.0080436 3.610 393.165 EM
6.225
4 -0.10819554D+04 4.1209181 0.0037943 3.940 392.797 EM
6.264
5 -0.10795293D+04 2.4260910 0.0022423 4.331 392.272 EM
6.397
6 -0.10778801D+04 1.6492683 0.0015278 4.826 391.584 EM
6.590
7 -0.10766072D+04 1.2728533 0.0011809 5.444 390.738 EM
6.817
8 -0.10755276D+04 1.0795721 0.0010028 6.183 389.755 EM
7.063
9 -0.10745253D+04 1.0023072 0.0009319 6.992 388.693 EM
7.315
10 -0.10735356D+04 0.9897663 0.0009211 7.734 387.697 EM
7.568
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 137
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12647264D+04 0.0000000 0.0000000 2.540 354.780 EM
45.680
2 -0.11639875D+04 100.7388794 0.0796527 0.008 390.975 FS
12.017
3 -0.10935725D+04 70.4149362 0.0604946 0.004 391.818 EM
11.178
4 -0.10856681D+04 7.9044772 0.0072281 0.002 392.298 EM
10.699
5 -0.10814928D+04 4.1752687 0.0038458 0.001 392.596 EM
10.402
6 -0.10790723D+04 2.4204427 0.0022381 0.001 392.791 EM
10.208
7 -0.10775956D+04 1.4767067 0.0013685 0.000 392.920 EM
10.080
8 -0.10766627D+04 0.9329434 0.0008658 0.000 393.003 EM
9.997
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 138
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13455774D+04 0.0000000 0.0000000 13.346 116.808 EM
272.846
2 -0.11898688D+04 155.7086193 0.1157188 7.907 121.768 FS
273.325
3 -0.11514935D+04 38.3753158 0.0322517 4.560 133.420 FS
265.020
4 -0.11004432D+04 51.0503323 0.0443340 4.091 158.161 FS
240.748
5 -0.10763394D+04 24.1037922 0.0219037 0.058 188.306 FS
214.636
6 -0.10724853D+04 3.8540552 0.0035807 0.084 192.550 EM
210.366
7 -0.10722926D+04 0.1927016 0.0001797 0.146 194.266 EM
208.589
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 139
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.26063237D+04 0.0000000 0.0000000 23.772 97.667 EM
281.561
2 -0.22727713D+04 333.5523854 0.1279781 22.319 99.162 FS
281.519
3 -0.20291991D+04 243.5722737 0.1071697 20.492 101.213 FS
281.295
4 -0.20078884D+04 21.3107240 0.0105020 14.986 107.092 FS
280.922
5 -0.18936562D+04 114.2321369 0.0568917 13.914 110.665 FS
278.421
6 -0.18036635D+04 89.9927516 0.0475233 14.507 119.177 FS
269.316
7 -0.17118388D+04 91.8246609 0.0509101 13.702 144.752 FS
244.545
8 -0.16287784D+04 83.0604338 0.0485212 11.290 192.441 FS
199.269
9 -0.15545796D+04 74.1988174 0.0455549 7.716 241.315 FS
153.969
10 -0.15348924D+04 19.6871809 0.0126640 11.943 351.584 FS
39.472
11 -0.14781369D+04 56.7554882 0.0369769 25.640 252.857 FS
124.502
12 -0.14623323D+04 15.8045684 0.0106922 175.308 166.723 FS
60.969
13 -0.10931345D+04 369.1977935 0.2524719 162.309 185.442 EM
55.250
14 -0.10785538D+04 14.5807365 0.0133385 156.582 193.247 EM
53.170
15 -0.10748926D+04 3.6611727 0.0033945 154.149 196.510 EM
52.341
16 -0.10733439D+04 1.5487149 0.0014408 152.989 198.055 EM
51.956
17 -0.10725924D+04 0.7515344 0.0007002 152.408 198.840 EM
51.752
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 140
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16645634D+04 0.0000000 0.0000000 50.186 139.159 EM
213.656
2 -0.15060164D+04 158.5469614 0.0952484 44.077 183.650 FS
175.274
3 -0.13222956D+04 183.7208179 0.1219912 11.890 154.003 FS
237.108
4 -0.12710502D+04 51.2454419 0.0387549 9.639 200.859 FS
192.502
5 -0.12030696D+04 67.9805547 0.0534838 11.024 228.647 FS
163.329
6 -0.11551490D+04 47.9205926 0.0398319 14.040 209.140 FS
179.820
7 -0.11247322D+04 30.4167562 0.0263315 18.031 175.858 FS
209.111
8 -0.11046935D+04 20.0387633 0.0178165 13.043 164.499 FS
225.458
9 -0.10978693D+04 6.8241553 0.0061774 23.041 154.657 FS
225.302
10 -0.10867646D+04 11.1046944 0.0101148 37.637 136.487 FS
228.876
11 -0.10789527D+04 7.8119490 0.0071883 50.294 126.842 FS
225.863
12 -0.10747107D+04 4.2420095 0.0039316 64.762 122.146 FS
216.092
13 -0.10733197D+04 1.3910271 0.0012943 84.790 102.680 FS
215.530
14 -0.10711949D+04 2.1247980 0.0019797 81.735 115.814 FS
205.451
15 -0.10706685D+04 0.5263971 0.0004914 99.024 109.994 FS
193.982
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 141
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13950257D+04 0.0000000 0.0000000 22.630 126.017 EM
254.353
2 -0.12938611D+04 101.1646140 0.0725181 11.039 144.775 FS
247.186
3 -0.12116756D+04 82.1855103 0.0635196 0.050 161.899 FS
241.051
4 -0.10888055D+04 122.8700401 0.1014051 0.091 170.568 EM
232.341
5 -0.10754335D+04 13.3720023 0.0122814 0.474 172.862 EM
229.664
6 -0.10717329D+04 3.7005973 0.0034410 1.009 174.481 EM
227.510
7 -0.10704628D+04 1.2701399 0.0011851 1.064 176.388 EM
225.548
8 -0.10700920D+04 0.3707870 0.0003464 1.055 178.231 EM
223.714
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 142
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.29328735D+04 0.0000000 0.0000000 5.063 120.562 EM
277.375
2 -0.25373427D+04 395.5308007 0.1348612 5.395 120.243 FS
277.362
3 -0.21591607D+04 378.1820116 0.1490465 5.471 120.199 FS
277.330
4 -0.18236129D+04 335.5477789 0.1554066 5.660 120.013 FS
277.327
5 -0.15870357D+04 236.5771515 0.1297299 8.673 117.005 FS
277.322
6 -0.15436724D+04 43.3633172 0.0273235 0.817 124.493 FS
277.690
7 -0.13072421D+04 236.4303137 0.1531609 1.579 123.417 EM
278.005
8 -0.11608582D+04 146.3839500 0.1119792 3.913 122.985 EM
276.103
9 -0.11144720D+04 46.3861428 0.0399585 7.077 123.611 EM
272.312
10 -0.10940678D+04 20.4042561 0.0183085 10.550 124.875 EM
267.575
11 -0.10845852D+04 9.4825547 0.0086672 13.963 126.343 EM
262.694
12 -0.10797789D+04 4.8062598 0.0044314 17.145 127.736 EM
258.120
13 -0.10770979D+04 2.6810451 0.0024830 20.036 128.945 EM
254.019
14 -0.10754730D+04 1.6248659 0.0015086 22.624 129.960 EM
250.416
15 -0.10744242D+04 1.0488547 0.0009752 24.916 130.805 EM
247.279
16 -0.10737159D+04 0.7082861 0.0006592 26.928 131.517 EM
244.555
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 143
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16664882D+04 0.0000000 0.0000000 10.407 361.820 EM
30.772
2 -0.13991190D+04 267.3692660 0.1604387 20.200 284.855 EM
97.945
3 -0.12282373D+04 170.8816673 0.1221352 26.081 205.775 EM
171.144
4 -0.11523313D+04 75.9059701 0.0618007 29.472 161.870 EM
211.657
5 -0.11221261D+04 30.2051898 0.0262122 32.217 143.062 EM
227.721
6 -0.11051648D+04 16.9613500 0.0151154 35.016 134.236 EM
233.748
7 -0.10934948D+04 11.6699835 0.0105595 37.523 129.562 EM
235.915
8 -0.10854728D+04 8.0220108 0.0073361 39.557 127.099 EM
236.344
9 -0.10801992D+04 5.2735496 0.0048583 41.141 126.043 EM
235.816
10 -0.10768645D+04 3.3346898 0.0030871 42.380 125.920 EM
234.699
11 -0.10747949D+04 2.0696499 0.0019219 43.381 126.399 EM
233.220
12 -0.10735014D+04 1.2934974 0.0012035 44.222 127.244 EM
231.535
13 -0.10726671D+04 0.8343351 0.0007772 44.951 128.294 EM
229.755
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 144
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18429933D+04 0.0000000 0.0000000 4.518 119.061 EM
279.422
2 -0.16539769D+04 189.0163791 0.1025595 5.221 118.433 FS
279.346
3 -0.15676836D+04 86.2932956 0.0521732 8.964 114.772 FS
279.263
4 -0.14707804D+04 96.9031398 0.0618129 8.056 116.243 FS
278.701
5 -0.13689732D+04 101.8072871 0.0692199 9.535 115.841 FS
277.624
6 -0.12786211D+04 90.3520869 0.0659999 11.091 117.613 FS
274.296
7 -0.12014347D+04 77.1863852 0.0603669 12.045 127.381 FS
263.574
8 -0.11428631D+04 58.5715566 0.0487513 12.880 156.579 FS
233.541
9 -0.11055999D+04 37.2632183 0.0326051 15.385 206.030 FS
181.585
10 -0.10847418D+04 20.8580976 0.0188659 33.481 216.892 FS
152.627
11 -0.10780033D+04 6.7385074 0.0062121 117.030 139.417 FS
146.553
12 -0.10731769D+04 4.8264445 0.0044772 62.340 145.859 FS
194.801
13 -0.10701339D+04 3.0429735 0.0028355 67.938 144.985 FS
190.077
14 -0.10697571D+04 0.3767916 0.0003521 55.461 158.828 FS
188.711
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 145
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13153374D+04 0.0000000 0.0000000 0.000 191.060 EM
211.940
2 -0.12919214D+04 23.4160707 0.0178023 0.000 190.501 FS
212.499
3 -0.11697098D+04 122.2115404 0.0945967 0.000 161.774 EM
241.226
4 -0.11242856D+04 45.4242445 0.0388338 0.000 152.478 EM
250.522
5 -0.11059669D+04 18.3187106 0.0162936 0.000 149.604 EM
253.396
6 -0.10948960D+04 11.0708349 0.0100101 0.000 149.219 EM
253.781
7 -0.10872713D+04 7.6246982 0.0069639 0.000 150.141 EM
252.859
8 -0.10822840D+04 4.9873284 0.0045870 0.000 151.857 EM
251.143
9 -0.10791609D+04 3.1231407 0.0028857 0.000 154.033 EM
248.967
10 -0.10772289D+04 1.9319462 0.0017902 0.000 156.434 EM
246.566
11 -0.10760096D+04 1.2193615 0.0011319 0.000 158.901 EM
244.099
12 -0.10752057D+04 0.8038912 0.0007471 0.000 161.336 EM
241.664
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 146
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.22935088D+04 0.0000000 0.0000000 100.274 22.182 EM
280.544
2 -0.20032338D+04 290.2749781 0.1265637 69.380 53.359 FS
280.261
3 -0.19049134D+04 98.3204456 0.0490809 88.556 41.617 FS
272.827
4 -0.17395374D+04 165.3759660 0.0868155 110.074 23.885 FS
269.041
5 -0.16322642D+04 107.2732097 0.0616677 118.956 29.361 FS
254.683
6 -0.15131653D+04 119.0989233 0.0729655 88.946 90.915 FS
223.139
7 -0.13655202D+04 147.6450518 0.0975736 341.443 0.000 FS
61.557
8 -0.12151870D+04 150.3332146 0.1100923 344.722 0.000 EM
58.278
9 -0.11294843D+04 85.7027533 0.0705264 345.793 0.000 EM
57.207
10 -0.10866398D+04 42.8444621 0.0379328 345.813 0.000 EM
57.187
11 -0.10751688D+04 11.4710128 0.0105564 345.413 0.000 EM
57.587
12 -0.10741452D+04 1.0235660 0.0009520 344.860 0.000 EM
58.140
13 -0.10741063D+04 0.0389006 0.0000362 344.235 0.000 EM
58.765
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 147
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16473561D+04 0.0000000 0.0000000 10.285 119.284 EM
273.431
2 -0.13261168D+04 321.2393794 0.1950030 3.119 121.438 EM
278.443
3 -0.11821454D+04 143.9714083 0.1085662 1.488 124.596 EM
276.916
4 -0.11263898D+04 55.7555538 0.0471647 0.907 128.294 EM
273.799
5 -0.11009628D+04 25.4269752 0.0225739 0.688 132.701 EM
269.611
6 -0.10890621D+04 11.9007122 0.0108094 0.632 137.312 EM
265.056
7 -0.10830373D+04 6.0247683 0.0055321 0.690 141.718 EM
260.591
8 -0.10795914D+04 3.4459501 0.0031817 0.886 145.678 EM
256.437
9 -0.10772877D+04 2.3037170 0.0021339 1.247 149.075 EM
252.678
10 -0.10755542D+04 1.7334329 0.0016091 1.683 151.981 EM
249.336
11 -0.10743229D+04 1.2313491 0.0011449 1.986 154.650 EM
246.363
12 -0.10735397D+04 0.7832026 0.0007290 2.101 157.228 EM
243.671
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 148
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17255893D+04 0.0000000 0.0000000 94.054 32.909 EM
276.037
2 -0.12711265D+04 454.4627538 0.2633667 38.543 86.772 EM
277.684
3 -0.11313885D+04 139.7380032 0.1099324 14.462 114.723 EM
273.815
4 -0.10905116D+04 40.8768580 0.0361298 8.905 125.825 EM
268.270
5 -0.10805744D+04 9.9372119 0.0091124 7.850 131.981 EM
263.170
6 -0.10769516D+04 3.6228202 0.0033527 7.911 136.149 EM
258.940
7 -0.10749707D+04 1.9809115 0.0018394 8.247 139.301 EM
255.453
8 -0.10737296D+04 1.2410514 0.0011545 8.600 141.878 EM
252.522
9 -0.10729501D+04 0.7794996 0.0007260 8.892 144.090 EM
250.018
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 149
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18017235D+04 0.0000000 0.0000000 13.437 111.253 EM
278.311
2 -0.16233331D+04 178.3904411 0.0990110 15.578 109.107 FS
278.315
3 -0.15554876D+04 67.8454368 0.0417939 11.606 114.105 FS
277.289
4 -0.14510134D+04 104.4742327 0.0671649 8.869 118.612 FS
275.519
5 -0.11933851D+04 257.6282746 0.1775506 10.624 123.918 EM
268.457
6 -0.11545945D+04 38.7906158 0.0325047 16.570 118.272 EM
268.158
7 -0.11274098D+04 27.1846727 0.0235448 23.731 112.056 EM
267.213
8 -0.11063020D+04 21.1078215 0.0187224 31.478 106.301 EM
265.221
9 -0.10918337D+04 14.4683157 0.0130781 38.953 101.635 EM
262.412
10 -0.10831080D+04 8.7257207 0.0079918 45.478 98.360 EM
259.162
11 -0.10782762D+04 4.8317809 0.0044610 50.788 96.360 EM
255.852
12 -0.10756882D+04 2.5880158 0.0024001 54.948 95.325 EM
252.726
13 -0.10742756D+04 1.4125599 0.0013132 58.166 94.942 EM
249.892
14 -0.10734590D+04 0.8166461 0.0007602 60.669 94.965 EM
247.366
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 150
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.24916067D+04 0.0000000 0.0000000 19.781 255.341 EM
127.878
2 -0.21749163D+04 316.6903889 0.1271029 3.450 263.345 FS
136.205
3 -0.20291972D+04 145.7191762 0.0669999 5.818 261.259 FS
135.923
4 -0.15235295D+04 505.6676451 0.2491959 0.000 238.619 FS
164.381
5 -0.12394612D+04 284.0683044 0.1864541 0.000 232.355 FS
170.645
6 -0.10994763D+04 139.9848803 0.1129401 0.000 217.778 FS
185.222
7 -0.10789555D+04 20.5208596 0.0186642 0.000 206.881 FS
196.119
8 -0.10727215D+04 6.2339522 0.0057778 0.000 203.646 FS
199.354
9 -0.10722217D+04 0.4998166 0.0004659 0.000 208.944 FS
194.056
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 151
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13632174D+04 0.0000000 0.0000000 141.333 27.516 EM
234.151
2 -0.13142371D+04 48.9802985 0.0359299 104.979 20.007 FS
278.014
3 -0.12153670D+04 98.8701212 0.0752300 105.349 21.496 FS
276.155
4 -0.11405944D+04 74.7725821 0.0615226 102.023 29.933 FS
271.044
5 -0.10884501D+04 52.1443442 0.0457168 131.472 12.999 FS
258.529
6 -0.10739600D+04 14.4900861 0.0133126 169.034 2.132 FS
231.834
7 -0.10722560D+04 1.7039989 0.0015867 170.699 2.584 EM
229.717
8 -0.10719064D+04 0.3495772 0.0003260 171.852 2.978 EM
228.170
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 152
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19438254D+04 0.0000000 0.0000000 120.153 2.862 EM
279.985
2 -0.19015571D+04 42.2683477 0.0217449 123.445 0.000 FS
279.555
3 -0.16858432D+04 215.7138969 0.1134407 123.774 0.000 FS
279.226
4 -0.13813979D+04 304.4452280 0.1805893 124.302 0.000 EM
278.698
5 -0.12600379D+04 121.3600738 0.0878531 124.981 0.000 EM
278.019
6 -0.11774184D+04 82.6194044 0.0655690 126.627 0.000 EM
276.373
7 -0.11292712D+04 48.1472107 0.0408922 129.500 0.000 EM
273.500
8 -0.11039210D+04 25.3502622 0.0224483 133.330 0.000 EM
269.670
9 -0.10910279D+04 12.8930276 0.0116793 137.611 0.000 EM
265.389
10 -0.10843134D+04 6.7145414 0.0061543 141.931 0.000 EM
261.069
11 -0.10805917D+04 3.7217551 0.0034324 146.060 0.000 EM
256.940
12 -0.10783639D+04 2.2277995 0.0020616 149.902 0.000 EM
253.098
13 -0.10769291D+04 1.4347959 0.0013305 153.433 0.000 EM
249.567
14 -0.10759467D+04 0.9823676 0.0009122 156.667 0.000 EM
246.333
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 153
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15931608D+04 0.0000000 0.0000000 1.011 205.906 EM
196.083
2 -0.14921530D+04 101.0078418 0.0634009 0.000 154.712 FS
248.288
3 -0.10886436D+04 403.5093836 0.2704209 0.000 152.729 EM
250.271
4 -0.10828297D+04 5.8139200 0.0053405 0.000 153.536 EM
249.464
5 -0.10794391D+04 3.3905831 0.0031312 0.000 155.252 EM
247.748
6 -0.10773448D+04 2.0942526 0.0019401 0.000 157.359 EM
245.641
7 -0.10760391D+04 1.3057286 0.0012120 0.000 159.624 EM
243.376
8 -0.10751953D+04 0.8437724 0.0007841 0.000 161.917 EM
241.083
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 154
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.23645781D+04 0.0000000 0.0000000 251.686 22.111 EM
129.203
2 -0.20192633D+04 345.3148330 0.1460366 276.615 23.530 FS
102.854
3 -0.16935034D+04 325.7599132 0.1613261 301.862 42.111 FS
59.027
4 -0.14567009D+04 236.8025053 0.1398300 345.024 54.663 FS
3.313
5 -0.10876194D+04 369.0814626 0.2533681 353.528 45.646 EM
3.826
6 -0.10788651D+04 8.7542736 0.0080490 359.047 39.769 EM
4.184
7 -0.10758562D+04 3.0089121 0.0027890 362.259 36.310 EM
4.431
8 -0.10745569D+04 1.2992822 0.0012077 364.094 34.297 EM
4.609
9 -0.10738844D+04 0.6725619 0.0006259 365.087 33.168 EM
4.745
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 155
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13999779D+04 0.0000000 0.0000000 63.439 133.782 EM
205.779
2 -0.10941891D+04 305.7888197 0.2184240 86.867 134.358 EM
181.775
3 -0.10794689D+04 14.7201840 0.0134531 90.362 136.446 EM
176.192
4 -0.10770509D+04 2.4180506 0.0022400 90.860 138.881 EM
173.260
5 -0.10758555D+04 1.1953941 0.0011099 90.898 141.213 EM
170.889
6 -0.10750161D+04 0.8393679 0.0007802 90.769 143.436 EM
168.795
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 156
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13813233D+04 0.0000000 0.0000000 346.406 16.218 EM
40.376
2 -0.12392179D+04 142.1053449 0.1028762 306.626 23.311 EM
73.063
3 -0.11905654D+04 48.6524970 0.0392606 260.103 30.377 EM
112.520
4 -0.11488969D+04 41.6685412 0.0349990 220.378 35.948 EM
146.674
5 -0.11246007D+04 24.2961932 0.0211474 191.850 40.078 EM
171.072
6 -0.11086418D+04 15.9588486 0.0141907 173.599 42.581 EM
186.820
7 -0.10970273D+04 11.6145325 0.0104764 162.692 43.644 EM
196.664
8 -0.10887724D+04 8.2548826 0.0075248 156.377 43.686 EM
202.937
9 -0.10827156D+04 6.0568457 0.0055630 152.968 43.026 EM
207.006
10 -0.10782463D+04 4.4693218 0.0041279 151.392 41.934 EM
209.673
11 -0.10750033D+04 3.2429050 0.0030076 151.016 40.614 EM
211.370
12 -0.10726926D+04 2.3107099 0.0021495 151.436 39.207 EM
212.356
13 -0.10710701D+04 1.6225629 0.0015126 152.376 37.812 EM
212.812
14 -0.10699431D+04 1.1269320 0.0010522 153.634 36.495 EM
212.871
15 -0.10691675D+04 0.7756901 0.0007250 155.068 35.298 EM
212.634
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 157
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.29968056D+04 0.0000000 0.0000000 4.767 116.887 EM
281.346
2 -0.26100201D+04 386.7855490 0.1290659 4.840 116.839 FS
281.321
3 -0.22505035D+04 359.5165418 0.1377447 5.449 116.240 FS
281.311
4 -0.19545536D+04 295.9499625 0.1315039 6.920 114.872 FS
281.208
5 -0.17862889D+04 168.2646992 0.0860886 46.747 76.374 FS
279.879
6 -0.16588878D+04 127.4010407 0.0713216 18.007 107.383 FS
277.610
7 -0.15539808D+04 104.9070167 0.0632394 12.520 116.838 FS
273.642
8 -0.15020957D+04 51.8850840 0.0333885 9.354 129.075 FS
264.571
9 -0.14266197D+04 75.4760104 0.0502471 9.258 149.975 FS
243.768
10 -0.13719795D+04 54.6401813 0.0383005 11.140 168.588 FS
223.272
11 -0.13289818D+04 42.9977362 0.0313399 11.558 161.646 FS
229.796
12 -0.12872047D+04 41.7770787 0.0314354 7.178 169.994 FS
225.827
13 -0.12540253D+04 33.1793598 0.0257763 7.562 162.959 FS
232.479
14 -0.12234241D+04 30.6012303 0.0244024 9.387 152.214 FS
241.399
15 -0.11942529D+04 29.1712059 0.0238439 11.895 151.877 FS
239.228
16 -0.11660312D+04 28.2217192 0.0236313 11.471 152.429 FS
239.100
17 -0.11409859D+04 25.0452704 0.0214791 13.019 154.336 FS
235.645
18 -0.11182518D+04 22.7341446 0.0199250 15.959 146.715 FS
240.326
19 -0.11003763D+04 17.8755231 0.0159852 11.437 162.279 FS
229.284
20 -0.10879729D+04 12.4033770 0.0112719 13.380 165.115 FS
224.506
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 158
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17468698D+04 0.0000000 0.0000000 5.181 168.602 EM
229.216
2 -0.16015254D+04 145.3443569 0.0832027 9.360 165.149 FS
228.490
3 -0.13928652D+04 208.6602330 0.1302884 6.530 152.865 EM
243.605
4 -0.12522233D+04 140.6418476 0.1009731 5.808 148.726 EM
248.465
5 -0.11518017D+04 100.4216663 0.0801947 5.603 147.562 EM
249.836
6 -0.10975296D+04 54.2720283 0.0471192 5.727 147.685 EM
249.589
7 -0.10796013D+04 17.9283452 0.0163352 6.133 148.639 EM
248.228
8 -0.10757962D+04 3.8050979 0.0035245 6.695 150.152 EM
246.153
9 -0.10741867D+04 1.6095374 0.0014961 7.246 151.951 EM
243.802
10 -0.10729229D+04 1.2637973 0.0011765 7.688 153.893 EM
241.419
11 -0.10717326D+04 1.1902639 0.0011094 8.006 155.890 EM
239.104
12 -0.10705483D+04 1.1843216 0.0011051 8.243 157.863 EM
236.893
13 -0.10695376D+04 1.0107167 0.0009441 8.409 159.796 EM
234.795
14 -0.10688373D+04 0.7002651 0.0006547 8.518 161.683 EM
232.798
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 159
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12276962D+04 0.0000000 0.0000000 86.324 58.465 EM
258.212
2 -0.11169967D+04 110.6994693 0.0901685 98.203 44.498 EM
260.299
3 -0.10931337D+04 23.8629558 0.0213635 108.398 33.847 EM
260.755
4 -0.10838143D+04 9.3194837 0.0085255 114.706 28.575 EM
259.718
5 -0.10797713D+04 4.0430036 0.0037303 118.471 26.189 EM
258.340
6 -0.10776284D+04 2.1428658 0.0019846 120.750 25.230 EM
257.019
7 -0.10762121D+04 1.4163082 0.0013143 122.193 24.972 EM
255.834
8 -0.10751323D+04 1.0797753 0.0010033 123.216 25.065 EM
254.719
9 -0.10742921D+04 0.8401789 0.0007815 124.068 25.330 EM
253.602
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 160
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17215562D+04 0.0000000 0.0000000 51.919 222.483 EM
128.598
2 -0.16231361D+04 98.4201276 0.0571693 30.386 97.087 FS
275.527
3 -0.15893445D+04 33.7915323 0.0208187 56.266 76.796 FS
269.938
4 -0.14733207D+04 116.0238541 0.0730011 42.523 104.112 FS
256.364
5 -0.13847753D+04 88.5453724 0.0600992 33.634 155.471 FS
213.895
6 -0.13122328D+04 72.5424475 0.0523857 26.016 206.053 FS
170.931
7 -0.12563444D+04 55.8884399 0.0425903 21.260 240.676 FS
141.063
8 -0.12176819D+04 38.6624957 0.0307738 19.485 241.943 FS
141.572
9 -0.10842419D+04 133.4400405 0.1095853 26.564 240.810 EM
135.625
10 -0.10791592D+04 5.0826330 0.0046877 31.506 237.563 EM
133.931
11 -0.10765415D+04 2.6177671 0.0024257 35.501 233.536 EM
133.963
12 -0.10758466D+04 0.6948856 0.0006455 38.642 229.853 EM
134.506
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 161
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12745529D+04 0.0000000 0.0000000 4.978 267.279 EM
130.743
2 -0.10894123D+04 185.1406131 0.1452593 4.952 260.153 EM
137.895
3 -0.10843759D+04 5.0363913 0.0046230 4.904 253.636 EM
144.460
4 -0.10806324D+04 3.7435366 0.0034522 4.872 247.983 EM
150.144
5 -0.10778481D+04 2.7842600 0.0025765 4.858 243.240 EM
154.902
6 -0.10758429D+04 2.0051895 0.0018604 4.857 239.345 EM
158.798
7 -0.10744409D+04 1.4019701 0.0013031 4.870 236.183 EM
161.946
8 -0.10734854D+04 0.9555197 0.0008893 4.897 233.624 EM
164.479
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 162
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18793546D+04 0.0000000 0.0000000 2.061 119.697 EM
281.241
2 -0.18290162D+04 50.3383705 0.0267849 0.000 122.433 FS
280.567
3 -0.17276923D+04 101.3239068 0.0553980 0.000 124.854 FS
278.146
4 -0.16368022D+04 90.8900584 0.0526078 0.000 131.294 FS
271.706
5 -0.15571307D+04 79.6715677 0.0486751 0.000 153.164 FS
249.836
6 -0.14963871D+04 60.7435590 0.0390099 0.000 222.981 FS
180.019
7 -0.14567553D+04 39.6318205 0.0264850 0.000 333.554 FS
69.446
8 -0.14375900D+04 19.1652773 0.0131561 0.000 399.872 FS
3.128
9 -0.13998370D+04 37.7529823 0.0262613 0.000 403.000 FS
0.000
10 -0.13524075D+04 47.4295279 0.0338822 0.000 403.000 FS
0.000
11 -0.13174189D+04 34.9886345 0.0258714 0.000 403.000 FS
0.000
12 -0.12852966D+04 32.1222444 0.0243827 0.000 403.000 FS
0.000
13 -0.12549505D+04 30.3461344 0.0236102 0.000 403.000 FS
0.000
14 -0.12259838D+04 28.9667331 0.0230820 0.000 403.000 FS
0.000
15 -0.11982754D+04 27.7083679 0.0226009 0.000 403.000 FS
0.000
16 -0.11719666D+04 26.3087457 0.0219555 0.000 403.000 FS
0.000
17 -0.11474411D+04 24.5255599 0.0209268 0.000 403.000 FS
0.000
18 -0.11253103D+04 22.1307923 0.0192871 0.000 403.000 FS
0.000
19 -0.11063945D+04 18.9157548 0.0168094 0.000 403.000 FS
0.000
20 -0.10916396D+04 14.7549290 0.0133360 0.000 403.000 FS
0.000
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 163
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.20115188D+04 0.0000000 0.0000000 81.788 31.163 EM
290.049
2 -0.19696690D+04 41.8498346 0.0208051 116.094 0.000 FS
286.906
3 -0.13584597D+04 611.2092543 0.3103107 124.190 0.000 EM
278.810
4 -0.13240155D+04 34.4442440 0.0253554 126.137 0.000 FS
276.863
5 -0.12135169D+04 110.4985982 0.0834572 129.804 0.000 FS
273.196
6 -0.11303577D+04 83.1591858 0.0685274 139.353 0.000 FS
263.647
7 -0.10853548D+04 45.0028582 0.0398129 160.719 0.000 FS
242.281
8 -0.10733962D+04 11.9586012 0.0110181 190.298 0.000 FS
212.702
9 -0.10722587D+04 1.1375448 0.0010598 206.481 0.000 FS
196.519
10 -0.10722030D+04 0.0556405 0.0000519 210.051 0.000 FS
192.949
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 164
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12507817D+04 0.0000000 0.0000000 92.179 86.578 EM
224.243
2 -0.12325137D+04 18.2680274 0.0146053 70.559 168.116 FS
164.326
3 -0.11614455D+04 71.0682130 0.0576612 52.721 179.293 FS
170.985
4 -0.11143748D+04 47.0706518 0.0405276 19.319 182.819 FS
200.861
5 -0.10916961D+04 22.6787200 0.0203511 13.787 170.743 FS
218.470
6 -0.10787954D+04 12.9006854 0.0118171 11.967 163.989 FS
227.044
7 -0.10742012D+04 4.5942045 0.0042586 15.353 163.957 FS
223.690
8 -0.10717806D+04 2.4206086 0.0022534 16.101 165.732 EM
221.167
9 -0.10710005D+04 0.7800966 0.0007279 16.692 166.918 EM
219.390
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 165
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14439031D+04 0.0000000 0.0000000 1.696 171.208 EM
230.096
2 -0.13724765D+04 71.4266059 0.0494677 0.107 171.157 FS
231.736
3 -0.12374364D+04 135.0400936 0.0983916 0.154 161.288 EM
241.558
4 -0.11518827D+04 85.5537033 0.0691379 0.230 154.800 EM
247.971
5 -0.11118254D+04 40.0573049 0.0347755 0.339 151.394 EM
251.267
6 -0.10963824D+04 15.4429463 0.0138897 0.480 150.243 EM
252.276
7 -0.10881316D+04 8.2508365 0.0075255 0.644 150.547 EM
251.810
8 -0.10827754D+04 5.3561708 0.0049224 0.819 151.768 EM
250.412
9 -0.10793962D+04 3.3792627 0.0031209 0.998 153.545 EM
248.457
10 -0.10773074D+04 2.0887498 0.0019351 1.176 155.616 EM
246.208
11 -0.10760010D+04 1.3064718 0.0012127 1.351 157.804 EM
243.845
12 -0.10751514D+04 0.8495148 0.0007895 1.522 159.994 EM
241.483
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 166
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13699984D+04 0.0000000 0.0000000 10.174 137.526 EM
255.299
2 -0.12607467D+04 109.2516454 0.0797458 2.288 145.256 FS
255.456
3 -0.12094639D+04 51.2828685 0.0406766 0.000 156.566 FS
246.434
4 -0.10916891D+04 117.7748119 0.0973777 0.000 176.528 EM
226.472
5 -0.10801240D+04 11.5650463 0.0105937 0.000 181.319 EM
221.681
6 -0.10769792D+04 3.1447885 0.0029115 0.000 182.036 EM
220.964
7 -0.10752189D+04 1.7602849 0.0016345 0.000 181.977 EM
221.023
8 -0.10741566D+04 1.0623698 0.0009880 0.000 182.020 EM
220.980
9 -0.10735240D+04 0.6325871 0.0005889 0.000 182.320 EM
220.680
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 167
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15015053D+04 0.0000000 0.0000000 138.925 9.115 EM
254.959
2 -0.13361311D+04 165.3742078 0.1101389 127.240 1.988 FS
273.771
3 -0.12172117D+04 118.9193655 0.0890028 128.838 1.623 EM
272.539
4 -0.11697030D+04 47.5086695 0.0390307 129.470 1.446 EM
272.084
5 -0.11372194D+04 32.4836597 0.0277709 131.285 1.103 EM
270.612
6 -0.11133801D+04 23.8392459 0.0209628 133.767 0.874 EM
268.359
7 -0.10977379D+04 15.6422539 0.0140493 136.898 0.772 EM
265.330
8 -0.10883664D+04 9.3714669 0.0085371 140.442 0.729 EM
261.829
9 -0.10828592D+04 5.5072280 0.0050601 144.053 0.778 EM
258.169
10 -0.10795309D+04 3.3282362 0.0030736 147.492 0.942 EM
254.566
11 -0.10773604D+04 2.1705706 0.0020107 150.607 1.249 EM
251.143
12 -0.10759702D+04 1.3902027 0.0012904 153.447 1.604 EM
247.950
13 -0.10748810D+04 1.0891718 0.0010123 155.952 2.021 EM
245.027
14 -0.10740046D+04 0.8763514 0.0008153 158.165 2.460 EM
242.375
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 168
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17796014D+04 0.0000000 0.0000000 0.315 123.127 EM
279.558
2 -0.16664085D+04 113.1928927 0.0636058 0.314 123.135 FS
279.551
3 -0.16646675D+04 1.7410402 0.0010448 0.000 123.456 FS
279.544
4 -0.11818934D+04 482.7740715 0.2900123 0.000 126.732 EM
276.268
5 -0.11341275D+04 47.7659207 0.0404147 0.000 129.421 EM
273.579
6 -0.11073079D+04 26.8196422 0.0236478 0.000 132.983 EM
270.017
7 -0.10930031D+04 14.3047267 0.0129185 0.000 137.071 EM
265.929
8 -0.10854189D+04 7.5842160 0.0069389 0.000 141.293 EM
261.707
9 -0.10812286D+04 4.1902969 0.0038605 0.000 145.391 EM
257.609
10 -0.10787536D+04 2.4749972 0.0022891 0.000 149.242 EM
253.758
11 -0.10771838D+04 1.5698202 0.0014552 0.000 152.802 EM
250.198
12 -0.10761232D+04 1.0606034 0.0009846 0.000 156.072 EM
246.928
13 -0.10753691D+04 0.7541367 0.0007008 0.000 159.071 EM
243.929
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 169
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12044249D+04 0.0000000 0.0000000 78.369 55.949 EM
268.681
2 -0.10958275D+04 108.5973770 0.0901653 92.131 53.187 EM
257.682
3 -0.10782352D+04 17.5923103 0.0160539 118.333 39.830 FS
244.838
4 -0.10713363D+04 6.8989181 0.0063983 111.988 88.406 FS
202.605
5 -0.10703656D+04 0.9706659 0.0009060 112.892 88.748 EM
201.360
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 170
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13270812D+04 0.0000000 0.0000000 177.032 16.048 EM
209.920
2 -0.11344215D+04 192.6597698 0.1451756 159.120 23.118 EM
220.762
3 -0.11143532D+04 20.0682580 0.0176903 142.732 30.954 EM
229.314
4 -0.10998030D+04 14.5501665 0.0130571 129.040 38.831 EM
235.129
5 -0.10895627D+04 10.2403113 0.0093110 118.177 46.175 EM
238.648
6 -0.10827462D+04 6.8164950 0.0062562 109.952 52.589 EM
240.458
7 -0.10784241D+04 4.3221180 0.0039918 103.955 57.911 EM
241.135
8 -0.10757913D+04 2.6328229 0.0024414 99.714 62.152 EM
241.134
9 -0.10742362D+04 1.5550567 0.0014455 96.802 65.427 EM
240.771
10 -0.10733370D+04 0.8991726 0.0008370 94.866 67.894 EM
240.240
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 171
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.29702960D+04 0.0000000 0.0000000 93.121 75.236 EM
234.644
2 -0.25789141D+04 391.3819484 0.1317653 77.290 83.746 FS
241.964
3 -0.21991144D+04 379.7997030 0.1472712 63.758 91.456 FS
247.786
4 -0.18440255D+04 355.0888856 0.1614690 53.108 97.832 FS
252.060
5 -0.15097904D+04 334.2351028 0.1812530 52.179 98.710 FS
252.111
6 -0.13815793D+04 128.2110686 0.0849198 60.853 101.643 FS
240.505
7 -0.13400009D+04 41.5784304 0.0300949 99.556 123.600 FS
179.844
8 -0.13001036D+04 39.8972876 0.0297741 147.354 146.313 FS
109.333
9 -0.12665237D+04 33.5798988 0.0258286 183.774 152.291 FS
66.935
10 -0.12364500D+04 30.0737261 0.0237451 143.302 138.511 FS
121.187
11 -0.12066935D+04 29.7564945 0.0240661 117.728 133.847 FS
151.425
12 -0.11784042D+04 28.2892848 0.0234436 103.460 126.628 FS
172.912
13 -0.11520271D+04 26.3771053 0.0223838 94.203 118.835 FS
189.962
14 -0.11284287D+04 23.5983874 0.0204842 93.304 109.945 FS
199.751
15 -0.11086183D+04 19.8104035 0.0175557 96.307 100.387 FS
206.306
16 -0.10933942D+04 15.2240732 0.0137325 101.257 91.985 FS
209.759
17 -0.10828024D+04 10.5918604 0.0096871 106.515 86.205 FS
210.280
18 -0.10760848D+04 6.7175310 0.0062038 112.903 82.424 FS
207.673
19 -0.10722342D+04 3.8506341 0.0035784 121.994 78.697 FS
202.309
20 -0.10704235D+04 1.8107430 0.0016888 133.704 74.055 FS
195.241
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 172
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13646405D+04 0.0000000 0.0000000 44.462 95.597 EM
262.941
2 -0.12507671D+04 113.8733733 0.0834457 7.069 137.698 FS
258.233
3 -0.12488224D+04 1.9447137 0.0015548 0.000 172.626 FS
230.374
4 -0.11025263D+04 146.2961136 0.1171472 0.000 178.185 EM
224.815
5 -0.10906689D+04 11.8574644 0.0107548 0.000 177.465 EM
225.535
6 -0.10843761D+04 6.2927549 0.0057696 0.000 175.693 EM
227.307
7 -0.10800915D+04 4.2846119 0.0039512 0.000 174.397 EM
228.603
8 -0.10772912D+04 2.8002835 0.0025926 0.000 173.847 EM
229.153
9 -0.10755433D+04 1.7478910 0.0016225 0.000 173.936 EM
229.064
10 -0.10744856D+04 1.0577300 0.0009834 0.000 174.483 EM
228.517
11 -0.10738515D+04 0.6341130 0.0005902 0.000 175.331 EM
227.669
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 173
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.20244734D+04 0.0000000 0.0000000 129.347 23.561 EM
250.092
2 -0.12543463D+04 770.1271243 0.3804086 93.480 35.201 EM
274.318
3 -0.11880732D+04 66.2731210 0.0528348 78.497 50.634 EM
273.869
4 -0.11410598D+04 47.0134362 0.0395712 67.292 63.970 EM
271.738
5 -0.11104392D+04 30.6205479 0.0268352 59.612 74.625 EM
268.763
6 -0.10926708D+04 17.7683777 0.0160012 54.700 83.140 EM
265.160
7 -0.10831057D+04 9.5651103 0.0087539 51.735 89.967 EM
261.298
8 -0.10781090D+04 4.9967071 0.0046133 50.071 95.408 EM
257.521
9 -0.10754776D+04 2.6314520 0.0024408 49.243 99.721 EM
254.037
10 -0.10740375D+04 1.4400512 0.0013390 48.932 103.150 EM
250.917
11 -0.10731996D+04 0.8379555 0.0007802 48.933 105.911 EM
248.156
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 174
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12559039D+04 0.0000000 0.0000000 17.813 116.760 EM
268.427
2 -0.12481990D+04 7.7049314 0.0061350 0.015 136.273 FS
266.713
3 -0.10959180D+04 152.2810083 0.1220006 0.016 146.342 EM
256.642
4 -0.10807285D+04 15.1894986 0.0138601 0.018 149.920 EM
253.062
5 -0.10778755D+04 2.8530178 0.0026399 0.022 152.945 EM
250.033
6 -0.10765205D+04 1.3549926 0.0012571 0.027 155.889 EM
247.085
7 -0.10756116D+04 0.9088848 0.0008443 0.037 158.695 EM
244.268
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 175
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12830964D+04 0.0000000 0.0000000 47.807 333.626 EM
21.567
2 -0.10897511D+04 193.3452731 0.1506865 54.901 323.099 EM
25.000
3 -0.10844636D+04 5.2875615 0.0048521 60.720 314.468 EM
27.812
4 -0.10810532D+04 3.4103373 0.0031447 65.431 307.484 EM
30.085
5 -0.10786985D+04 2.3547153 0.0021782 69.237 301.841 EM
31.922
6 -0.10770308D+04 1.6677449 0.0015461 72.330 297.253 EM
33.418
7 -0.10758381D+04 1.1926991 0.0011074 74.866 293.485 EM
34.650
8 -0.10749853D+04 0.8527537 0.0007926 76.970 290.353 EM
35.677
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 176
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18197536D+04 0.0000000 0.0000000 0.000 147.379 EM
255.621
2 -0.16160587D+04 203.6949132 0.1119354 0.000 146.631 FS
256.369
3 -0.15926788D+04 23.3798767 0.0144672 0.000 146.635 FS
256.365
4 -0.13601962D+04 232.4826443 0.1459696 0.000 156.079 EM
246.921
5 -0.12249218D+04 135.2743913 0.0994521 0.000 154.136 EM
248.864
6 -0.11384422D+04 86.4795329 0.0706000 0.000 151.751 EM
251.249
7 -0.10980590D+04 40.3832383 0.0354724 0.000 150.936 EM
252.064
8 -0.10854789D+04 12.5801110 0.0114567 0.000 151.642 EM
251.358
9 -0.10809163D+04 4.5626125 0.0042033 0.000 153.303 EM
249.697
10 -0.10782901D+04 2.6261701 0.0024296 0.000 155.447 EM
247.553
11 -0.10766646D+04 1.6254701 0.0015075 0.000 157.796 EM
245.204
12 -0.10756284D+04 1.0362283 0.0009624 0.000 160.193 EM
242.807
13 -0.10749355D+04 0.6929487 0.0006442 0.000 162.551 EM
240.449
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 177
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16161325D+04 0.0000000 0.0000000 126.426 2.695 EM
273.879
2 -0.15407187D+04 75.4137793 0.0466631 129.536 0.303 FS
273.161
3 -0.11747670D+04 365.9516702 0.2375201 129.253 0.304 EM
273.443
4 -0.11392918D+04 35.4751949 0.0301976 130.552 0.465 EM
271.983
5 -0.11139238D+04 25.3680516 0.0222665 132.974 0.660 EM
269.366
6 -0.10977680D+04 16.1558030 0.0145035 136.086 0.863 EM
266.050
7 -0.10882637D+04 9.5043002 0.0086578 139.581 1.073 EM
262.346
8 -0.10827978D+04 5.4658435 0.0050225 143.164 1.298 EM
258.538
9 -0.10795638D+04 3.2340717 0.0029868 146.627 1.553 EM
254.820
10 -0.10775191D+04 2.0446227 0.0018939 149.843 1.859 EM
251.298
11 -0.10760802D+04 1.4389064 0.0013354 152.726 2.256 EM
248.018
12 -0.10748037D+04 1.2764895 0.0011862 155.134 2.871 EM
244.995
13 -0.10730771D+04 1.7266874 0.0016065 156.815 3.943 EM
242.241
14 -0.10709168D+04 2.1602630 0.0020131 158.063 5.191 EM
239.746
15 -0.10695757D+04 1.3410904 0.0012523 159.476 6.093 EM
237.431
16 -0.10689710D+04 0.6047173 0.0005654 161.099 6.674 EM
235.227
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 178
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13803061D+04 0.0000000 0.0000000 99.815 39.707 EM
263.478
2 -0.12998337D+04 80.4724001 0.0583004 40.208 90.527 FS
272.265
3 -0.11034996D+04 196.3340832 0.1510455 53.667 88.457 EM
260.876
4 -0.10863277D+04 17.1718359 0.0155613 63.494 82.461 EM
257.046
5 -0.10795746D+04 6.7531252 0.0062165 71.357 77.798 EM
253.845
6 -0.10760993D+04 3.4753664 0.0032192 77.530 74.624 EM
250.846
7 -0.10742851D+04 1.8141662 0.0016859 82.260 72.563 EM
248.177
8 -0.10733240D+04 0.9610740 0.0008946 85.826 71.273 EM
245.902
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 179
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14280443D+04 0.0000000 0.0000000 0.066 159.958 EM
242.977
2 -0.13870143D+04 41.0299634 0.0287316 0.000 155.693 FS
247.307
3 -0.12765017D+04 110.5126216 0.0796766 0.000 153.881 FS
249.119
4 -0.10837997D+04 192.7020317 0.1509610 0.000 164.946 EM
238.054
5 -0.10785353D+04 5.2643500 0.0048573 0.000 167.644 EM
235.356
6 -0.10763829D+04 2.1524373 0.0019957 0.000 168.760 EM
234.240
7 -0.10750973D+04 1.2855688 0.0011943 0.000 169.793 EM
233.207
8 -0.10743187D+04 0.7786562 0.0007243 0.000 170.985 EM
232.015
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 180
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16631143D+04 0.0000000 0.0000000 25.523 139.116 EM
238.361
2 -0.14741226D+04 188.9917021 0.1136372 2.322 130.846 FS
269.832
3 -0.11598934D+04 314.2291734 0.2131635 1.799 142.535 EM
258.666
4 -0.11356839D+04 24.2095042 0.0208722 1.306 142.980 EM
258.714
5 -0.11173249D+04 18.3589830 0.0161656 0.966 142.549 EM
259.485
6 -0.11029395D+04 14.3853903 0.0128748 0.750 143.041 EM
259.208
7 -0.10925111D+04 10.4283959 0.0094551 0.636 144.488 EM
257.876
8 -0.10855167D+04 6.9943772 0.0064021 0.619 146.595 EM
255.785
9 -0.10810473D+04 4.4693998 0.0041173 0.715 149.037 EM
253.248
10 -0.10781867D+04 2.8606377 0.0026462 0.944 151.532 EM
250.524
11 -0.10762746D+04 1.9120684 0.0017734 1.283 153.914 EM
247.802
12 -0.10749468D+04 1.3278576 0.0012338 1.647 156.155 EM
245.198
13 -0.10739840D+04 0.9628072 0.0008957 1.958 158.279 EM
242.763
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 181
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15758836D+04 0.0000000 0.0000000 0.016 126.399 EM
276.585
2 -0.14723917D+04 103.4918733 0.0656723 0.043 126.373 FS
276.584
3 -0.14703273D+04 2.0644007 0.0014021 0.000 126.398 FS
276.602
4 -0.11693908D+04 300.9365438 0.2046732 0.000 139.738 EM
263.262
5 -0.11376376D+04 31.7532109 0.0271536 0.000 140.340 EM
262.660
6 -0.11181457D+04 19.4918266 0.0171336 0.000 140.362 EM
262.638
7 -0.11031895D+04 14.9562010 0.0133759 0.000 141.359 EM
261.641
8 -0.10925685D+04 10.6210677 0.0096276 0.000 143.273 EM
259.727
9 -0.10856311D+04 6.9373501 0.0063496 0.000 145.817 EM
257.183
10 -0.10813340D+04 4.2971176 0.0039582 0.000 148.703 EM
254.297
11 -0.10787063D+04 2.6276781 0.0024300 0.000 151.710 EM
251.290
12 -0.10770618D+04 1.6445717 0.0015246 0.000 154.689 EM
248.311
13 -0.10759843D+04 1.0774979 0.0010004 0.000 157.557 EM
245.443
14 -0.10752401D+04 0.7441847 0.0006916 0.000 160.273 EM
242.727
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 182
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15764085D+04 0.0000000 0.0000000 37.220 128.909 EM
236.871
2 -0.15300246D+04 46.3839222 0.0294238 182.809 43.038 FS
177.153
3 -0.14687341D+04 61.2904564 0.0400585 118.117 7.407 FS
277.476
4 -0.13679538D+04 100.7803387 0.0686171 119.587 8.470 FS
274.943
5 -0.12916769D+04 76.2768693 0.0557598 124.714 9.243 FS
269.044
6 -0.12423784D+04 49.2984913 0.0381663 134.027 9.649 FS
259.324
7 -0.12090373D+04 33.3411408 0.0268365 142.128 9.402 FS
251.469
8 -0.11804402D+04 28.5970560 0.0236527 144.973 9.159 FS
248.869
9 -0.11543462D+04 26.0940408 0.0221053 146.537 8.985 FS
247.478
10 -0.11361328D+04 18.2133483 0.0157781 146.870 8.551 FS
247.579
11 -0.11144651D+04 21.6677207 0.0190715 151.751 7.740 FS
243.509
12 -0.10976790D+04 16.7860979 0.0150620 155.448 7.888 FS
239.664
13 -0.10853650D+04 12.3140027 0.0112182 161.312 7.709 FS
233.979
14 -0.10832678D+04 2.0971841 0.0019322 158.354 9.889 FS
234.757
15 -0.10756483D+04 7.6194952 0.0070338 183.672 3.775 FS
215.553
16 -0.10722357D+04 3.4125794 0.0031726 184.357 4.980 EM
213.663
17 -0.10715408D+04 0.6949122 0.0006481 184.594 5.687 EM
212.719
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 183
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.23777616D+04 0.0000000 0.0000000 98.218 31.161 EM
273.620
2 -0.20057321D+04 372.0295756 0.1564621 103.795 24.205 FS
275.000
3 -0.16716229D+04 334.1091113 0.1665771 105.982 21.987 FS
275.031
4 -0.14410479D+04 230.5750226 0.1379348 107.592 20.748 FS
274.660
5 -0.13743935D+04 66.6544291 0.0462541 125.231 0.003 FS
277.765
6 -0.12904036D+04 83.9899199 0.0611105 126.532 0.000 FS
276.468
7 -0.12227508D+04 67.6528230 0.0524276 129.167 0.000 FS
273.833
8 -0.11317221D+04 91.0286118 0.0744458 136.959 0.000 FS
266.041
9 -0.10896366D+04 42.0855192 0.0371871 155.795 0.000 FS
247.205
10 -0.10751900D+04 14.4466258 0.0132582 184.683 0.000 FS
218.317
11 -0.10724158D+04 2.7741694 0.0025802 203.309 0.000 FS
199.691
12 -0.10722112D+04 0.2046653 0.0001908 209.693 0.000 FS
193.307
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 184
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15609682D+04 0.0000000 0.0000000 0.789 137.967 EM
264.244
2 -0.15549123D+04 6.0559377 0.0038796 0.000 139.624 FS
263.376
3 -0.12496212D+04 305.2911228 0.1963398 0.000 137.980 FS
265.020
4 -0.11467158D+04 102.9054141 0.0823493 0.000 134.550 FS
268.450
5 -0.11003860D+04 46.3298053 0.0404022 0.000 148.927 FS
254.073
6 -0.10782541D+04 22.1318218 0.0201128 0.000 174.229 FS
228.771
7 -0.10728176D+04 5.4365542 0.0050420 0.000 197.324 FS
205.676
8 -0.10722404D+04 0.5772295 0.0005381 0.000 207.508 FS
195.492
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 185
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16951043D+04 0.0000000 0.0000000 3.427 378.346 EM
21.226
2 -0.16596660D+04 35.4383201 0.0209063 0.000 392.299 FS
10.701
3 -0.13664800D+04 293.1859617 0.1766536 0.000 403.000 FS
0.000
4 -0.12494453D+04 117.0347551 0.0856469 0.000 403.000 FS
0.000
5 -0.12069809D+04 42.4643946 0.0339866 0.000 403.000 FS
0.000
6 -0.11750273D+04 31.9535997 0.0264740 0.000 403.000 FS
0.000
7 -0.11480712D+04 26.9560982 0.0229408 0.000 403.000 FS
0.000
8 -0.11248727D+04 23.1985175 0.0202065 0.000 403.000 FS
0.000
9 -0.11055955D+04 19.2772079 0.0171372 0.000 403.000 FS
0.000
10 -0.10909000D+04 14.6954494 0.0132919 0.000 403.000 FS
0.000
11 -0.10813512D+04 9.5488014 0.0087531 0.000 403.000 FS
0.000
12 -0.10766701D+04 4.6811398 0.0043290 0.000 403.000 FS
0.000
13 -0.10752095D+04 1.4605493 0.0013565 0.000 403.000 FS
0.000
14 -0.10749545D+04 0.2550197 0.0002372 0.000 403.000 FS
0.000
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 186
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16091679D+04 0.0000000 0.0000000 0.283 194.023 EM
208.694
2 -0.11060724D+04 503.0954673 0.3126432 0.091 196.116 EM
206.792
3 -0.10953259D+04 10.7464704 0.0097159 0.041 193.418 EM
209.541
4 -0.10879312D+04 7.3946878 0.0067511 0.038 189.773 EM
213.190
5 -0.10825460D+04 5.3852170 0.0049500 0.072 186.630 EM
216.298
6 -0.10787377D+04 3.8082956 0.0035179 0.178 184.344 EM
218.478
7 -0.10760715D+04 2.6662553 0.0024716 0.397 182.815 EM
219.787
8 -0.10742591D+04 1.8123322 0.0016842 0.632 181.954 EM
220.415
9 -0.10731590D+04 1.1001660 0.0010241 0.764 181.704 EM
220.532
10 -0.10725301D+04 0.6288597 0.0005860 0.820 181.908 EM
220.272
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 187
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12968971D+04 0.0000000 0.0000000 0.098 311.515 EM
91.387
2 -0.12941624D+04 2.7347775 0.0021087 0.000 312.242 FS
90.758
3 -0.11810789D+04 113.0834574 0.0873797 0.000 272.174 EM
130.826
4 -0.11311746D+04 49.9042998 0.0422531 0.000 240.293 EM
162.707
5 -0.11094604D+04 21.7141960 0.0191961 0.000 218.943 EM
184.057
6 -0.10975116D+04 11.9487968 0.0107699 0.000 205.601 EM
197.399
7 -0.10893704D+04 8.1411912 0.0074179 0.000 197.338 EM
205.662
8 -0.10835706D+04 5.7998639 0.0053241 0.000 192.164 EM
210.836
9 -0.10795256D+04 4.0449587 0.0037330 0.000 188.935 EM
214.065
10 -0.10768234D+04 2.7021976 0.0025031 0.000 187.002 EM
215.998
11 -0.10750989D+04 1.7245092 0.0016015 0.000 185.963 EM
217.037
12 -0.10740412D+04 1.0576831 0.0009838 0.000 185.545 EM
217.455
13 -0.10734109D+04 0.6303381 0.0005869 0.000 185.554 EM
217.446
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 188
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17896457D+04 0.0000000 0.0000000 26.375 100.695 EM
275.930
2 -0.15679134D+04 221.7323214 0.1238973 0.158 128.223 FS
274.619
3 -0.13869588D+04 180.9545239 0.1154110 0.000 129.954 FS
273.046
4 -0.13600399D+04 26.9189745 0.0194086 0.000 128.833 FS
274.167
5 -0.12597697D+04 100.2701553 0.0737259 0.000 135.967 FS
267.033
6 -0.11883014D+04 71.4682965 0.0567312 0.000 149.637 FS
253.363
7 -0.11371376D+04 51.1637816 0.0430562 0.000 165.754 FS
237.246
8 -0.11031563D+04 33.9813027 0.0298832 0.000 174.295 FS
228.705
9 -0.10841072D+04 19.0490854 0.0172678 0.000 177.182 FS
225.818
10 -0.10760902D+04 8.0170738 0.0073951 0.000 183.882 FS
219.118
11 -0.10732515D+04 2.8387039 0.0026380 0.000 195.517 FS
207.483
12 -0.10723724D+04 0.8790212 0.0008190 0.000 206.766 FS
196.234
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 189
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16777230D+04 0.0000000 0.0000000 46.694 174.986 EM
181.320
2 -0.14541327D+04 223.5902236 0.1332701 29.729 123.692 FS
249.579
3 -0.11168228D+04 337.3098930 0.2319664 36.484 110.564 EM
255.952
4 -0.11015962D+04 15.2266090 0.0136339 42.937 103.575 EM
256.488
5 -0.10911712D+04 10.4249937 0.0094635 48.880 98.782 EM
255.337
6 -0.10842056D+04 6.9656409 0.0063836 54.240 95.206 EM
253.554
7 -0.10797414D+04 4.4642114 0.0041175 58.902 92.558 EM
251.540
8 -0.10769721D+04 2.7692521 0.0025647 62.831 90.639 EM
249.530
9 -0.10752753D+04 1.6968735 0.0015756 66.077 89.277 EM
247.647
10 -0.10742236D+04 1.0516499 0.0009780 68.727 88.328 EM
245.945
11 -0.10735524D+04 0.6711919 0.0006248 70.880 87.681 EM
244.440
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 190
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16600962D+04 0.0000000 0.0000000 89.216 36.118 EM
277.665
2 -0.14183018D+04 241.7944327 0.1456509 93.051 32.329 FS
277.620
3 -0.13356325D+04 82.6692550 0.0582875 119.219 5.648 FS
278.133
4 -0.11077723D+04 227.8602282 0.1706010 127.148 4.530 EM
271.322
5 -0.10964897D+04 11.2825559 0.0101849 144.467 0.000 FS
258.533
6 -0.10794357D+04 17.0540388 0.0155533 150.542 0.000 EM
252.458
7 -0.10772729D+04 2.1627914 0.0020036 153.989 0.000 EM
249.011
8 -0.10761303D+04 1.1426054 0.0010606 156.979 0.000 EM
246.021
9 -0.10753472D+04 0.7830689 0.0007277 159.757 0.000 EM
243.243
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 191
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13886618D+04 0.0000000 0.0000000 352.940 3.012 EM
47.048
2 -0.12079441D+04 180.7177833 0.1301381 318.548 1.201 EM
83.252
3 -0.11374396D+04 70.5044342 0.0583673 181.173 0.000 FS
221.827
4 -0.10889678D+04 48.4718578 0.0426149 157.838 0.000 FS
245.162
5 -0.10770135D+04 11.9543028 0.0109776 174.514 0.000 FS
228.486
6 -0.10739101D+04 3.1033097 0.0028814 186.986 0.000 FS
216.014
7 -0.10726224D+04 1.2877773 0.0011991 200.266 0.000 FS
202.734
8 -0.10722535D+04 0.3688300 0.0003439 209.279 0.000 FS
193.721
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 192
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12709740D+04 0.0000000 0.0000000 35.829 93.761 EM
273.410
2 -0.11277456D+04 143.2284280 0.1126919 42.852 95.202 EM
264.946
3 -0.11008922D+04 26.8533512 0.0238115 45.663 95.720 EM
261.617
4 -0.10892653D+04 11.6269085 0.0105614 47.099 97.284 EM
258.616
5 -0.10828116D+04 6.4536859 0.0059248 48.156 99.335 EM
255.509
6 -0.10790451D+04 3.7665026 0.0034784 49.139 101.495 EM
252.367
7 -0.10767717D+04 2.2733807 0.0021068 50.127 103.583 EM
249.290
8 -0.10753350D+04 1.4366985 0.0013343 51.130 105.524 EM
246.346
9 -0.10743771D+04 0.9579518 0.0008908 52.140 107.293 EM
243.567
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 193
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13199381D+04 0.0000000 0.0000000 100.959 171.223 EM
130.817
2 -0.11886580D+04 131.2801319 0.0994593 102.845 152.673 EM
147.482
3 -0.11244059D+04 64.2520471 0.0540543 105.303 136.626 EM
161.070
4 -0.10982894D+04 26.1164958 0.0232269 107.738 124.031 EM
171.231
5 -0.10881823D+04 10.1071125 0.0092026 110.039 114.494 EM
178.467
6 -0.10819485D+04 6.2338487 0.0057287 112.065 107.361 EM
183.574
7 -0.10776028D+04 4.3457287 0.0040166 113.779 102.058 EM
187.163
8 -0.10746833D+04 2.9194426 0.0027092 115.208 98.133 EM
189.659
9 -0.10728009D+04 1.8824489 0.0017516 116.401 95.238 EM
191.361
10 -0.10716308D+04 1.1701093 0.0010907 117.405 93.109 EM
192.486
11 -0.10709251D+04 0.7056236 0.0006585 118.263 91.541 EM
193.195
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 194
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19847952D+04 0.0000000 0.0000000 30.641 94.670 EM
277.689
2 -0.18343612D+04 150.4339507 0.0757932 0.427 123.820 FS
278.754
3 -0.18273712D+04 6.9900398 0.0038106 0.000 124.318 FS
278.682
4 -0.14215258D+04 405.8454343 0.2220925 0.000 129.559 EM
273.441
5 -0.12596153D+04 161.9105064 0.1138991 0.000 132.971 EM
270.029
6 -0.11535070D+04 106.1082183 0.0842386 0.000 136.807 EM
266.193
7 -0.10999212D+04 53.5858746 0.0464547 0.000 140.608 EM
262.392
8 -0.10826973D+04 17.2238991 0.0156592 0.000 144.484 EM
258.516
9 -0.10788535D+04 3.8437765 0.0035502 0.000 148.419 EM
254.581
10 -0.10772417D+04 1.6117907 0.0014940 0.000 152.166 EM
250.834
11 -0.10761690D+04 1.0726881 0.0009958 0.000 155.595 EM
247.405
12 -0.10754045D+04 0.7645385 0.0007104 0.000 158.709 EM
244.291
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 195
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17542221D+04 0.0000000 0.0000000 46.748 96.547 EM
259.705
2 -0.15340498D+04 220.1722715 0.1255099 48.895 83.480 FS
270.625
3 -0.11406551D+04 393.3946680 0.2564419 56.473 78.885 EM
267.641
4 -0.11164680D+04 24.1871037 0.0212046 60.812 76.148 EM
266.039
5 -0.11001727D+04 16.2952718 0.0145954 64.483 74.629 EM
263.888
6 -0.10894836D+04 10.6890876 0.0097158 67.840 74.026 EM
261.135
7 -0.10828529D+04 6.6307155 0.0060861 70.968 74.026 EM
258.006
8 -0.10788237D+04 4.0292639 0.0037210 73.876 74.392 EM
254.732
9 -0.10763359D+04 2.4877891 0.0023060 76.553 74.966 EM
251.482
10 -0.10747362D+04 1.5997076 0.0014863 78.989 75.651 EM
248.360
11 -0.10736551D+04 1.0810859 0.0010059 81.189 76.392 EM
245.419
12 -0.10728893D+04 0.7657659 0.0007132 83.163 77.158 EM
242.679
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 196
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12693485D+04 0.0000000 0.0000000 53.762 76.231 EM
273.007
2 -0.12236871D+04 45.6613157 0.0359722 96.541 37.649 FS
268.810
3 -0.10838022D+04 139.8849473 0.1143143 112.080 36.197 EM
254.722
4 -0.10781146D+04 5.6875640 0.0052478 119.047 32.780 EM
251.173
5 -0.10757334D+04 2.3811734 0.0022086 123.152 30.617 EM
249.232
6 -0.10744340D+04 1.2994324 0.0012080 125.884 29.423 EM
247.693
7 -0.10736644D+04 0.7696030 0.0007163 127.808 28.826 EM
246.366
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 197
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.27405214D+04 0.0000000 0.0000000 8.112 111.237 EM
283.651
2 -0.24572864D+04 283.2349654 0.1033508 7.627 111.852 FS
283.521
3 -0.23413358D+04 115.9506039 0.0471864 6.528 113.332 FS
283.139
4 -0.22234981D+04 117.8376940 0.0503293 13.117 109.057 FS
280.827
5 -0.20811734D+04 142.3247486 0.0640094 24.122 101.341 FS
277.537
6 -0.20294465D+04 51.7269170 0.0248547 83.979 39.369 FS
279.653
7 -0.18948587D+04 134.5877305 0.0663175 80.817 41.785 FS
280.398
8 -0.17771090D+04 117.7497470 0.0621417 75.171 48.821 FS
279.007
9 -0.16666486D+04 110.4603353 0.0621573 73.744 53.216 FS
276.040
10 -0.15879894D+04 78.6592272 0.0471960 70.080 59.128 FS
273.791
11 -0.14867156D+04 101.2738533 0.0637749 55.256 84.821 FS
262.922
12 -0.14190979D+04 67.6176644 0.0454812 61.596 78.070 FS
263.334
13 -0.13703417D+04 48.7561978 0.0343572 60.651 97.336 FS
245.013
14 -0.13685060D+04 1.8357533 0.0013396 49.465 83.476 FS
270.059
15 -0.13060991D+04 62.4068286 0.0456022 63.446 68.807 FS
270.746
16 -0.12406205D+04 65.4786168 0.0501330 89.734 66.934 FS
246.332
17 -0.11980963D+04 42.5242424 0.0342766 135.441 88.261 FS
179.298
18 -0.11635414D+04 34.5548543 0.0288415 206.507 100.248 FS
96.244
19 -0.11321037D+04 31.4377259 0.0270190 203.475 109.402 FS
90.123
20 -0.11127173D+04 19.3863515 0.0171242 131.924 98.606 FS
172.470
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 198
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15592769D+04 0.0000000 0.0000000 0.001 124.330 EM
278.669
2 -0.15487925D+04 10.4843751 0.0067239 0.000 124.365 FS
278.635
3 -0.13173172D+04 231.4753149 0.1494553 0.000 124.973 EM
278.027
4 -0.12398769D+04 77.4402482 0.0587863 0.000 125.744 EM
277.256
5 -0.11768526D+04 63.0242933 0.0508311 0.000 127.280 EM
275.720
6 -0.11335588D+04 43.2938617 0.0367878 0.000 129.805 EM
273.195
7 -0.11076538D+04 25.9049943 0.0228528 0.000 133.226 EM
269.774
8 -0.10933686D+04 14.2852139 0.0128968 0.000 137.190 EM
265.810
9 -0.10856555D+04 7.7130363 0.0070544 0.000 141.324 EM
261.676
10 -0.10813665D+04 4.2890624 0.0039507 0.000 145.369 EM
257.631
11 -0.10788346D+04 2.5319045 0.0023414 0.000 149.188 EM
253.812
12 -0.10772340D+04 1.6005871 0.0014836 0.000 152.733 EM
250.267
13 -0.10761565D+04 1.0775372 0.0010003 0.000 155.996 EM
247.004
14 -0.10753925D+04 0.7639770 0.0007099 0.000 158.993 EM
244.007
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 199
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11527604D+04 0.0000000 0.0000000 215.649 89.281 EM
98.070
2 -0.10821540D+04 70.6064534 0.0612499 220.233 83.068 EM
99.699
3 -0.10742858D+04 7.8681657 0.0072708 222.696 79.428 EM
100.877
4 -0.10726094D+04 1.6764249 0.0015605 224.279 76.936 EM
101.785
5 -0.10717438D+04 0.8656073 0.0008070 225.325 75.175 EM
102.500
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 200
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13818991D+04 0.0000000 0.0000000 62.939 82.458 EM
257.603
2 -0.12644865D+04 117.4126450 0.0849647 62.625 63.791 FS
276.584
3 -0.12166459D+04 47.8405358 0.0378340 12.172 115.162 FS
275.666
4 -0.11442504D+04 72.3954725 0.0595041 30.464 120.090 FS
252.445
5 -0.11176488D+04 26.6015992 0.0232481 0.000 131.829 FS
271.171
6 -0.11124206D+04 5.2282894 0.0046779 0.000 131.829 FS
271.171
7 -0.10845812D+04 27.8393471 0.0250259 0.000 147.100 FS
255.900
8 -0.10747144D+04 9.8667691 0.0090973 0.000 175.283 FS
227.717
9 -0.10724691D+04 2.2453657 0.0020893 0.000 200.566 FS
202.434
10 -0.10722190D+04 0.2500716 0.0002332 0.000 208.918 FS
194.082
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 201
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18730780D+04 0.0000000 0.0000000 6.652 116.736 EM
279.612
2 -0.16364856D+04 236.5923623 0.1263121 1.183 122.645 FS
279.172
3 -0.11769495D+04 459.5360486 0.2808067 1.988 127.665 EM
273.347
4 -0.11152579D+04 61.6916040 0.0524165 3.427 130.050 EM
269.523
5 -0.10934746D+04 21.7833626 0.0195321 6.091 129.786 EM
267.123
6 -0.10843588D+04 9.1157696 0.0083365 9.094 129.707 EM
264.199
7 -0.10794577D+04 4.9011617 0.0045199 11.621 130.428 EM
260.951
8 -0.10767943D+04 2.6633096 0.0024673 13.470 131.682 EM
257.848
9 -0.10752496D+04 1.5447635 0.0014346 14.765 133.167 EM
255.068
10 -0.10742772D+04 0.9724053 0.0009044 15.671 134.725 EM
252.604
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 202
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14925848D+04 0.0000000 0.0000000 113.423 12.662 EM
276.915
2 -0.12965304D+04 196.0543513 0.1313522 110.367 16.834 EM
275.799
3 -0.12471572D+04 49.3732149 0.0380810 104.412 22.852 EM
275.735
4 -0.11985743D+04 48.5828833 0.0389549 97.498 30.459 EM
275.043
5 -0.11554100D+04 43.1642746 0.0360130 90.719 38.836 EM
273.445
6 -0.11228830D+04 32.5270285 0.0281519 85.085 47.094 EM
270.822
7 -0.11018627D+04 21.0202736 0.0187199 81.017 54.637 EM
267.345
8 -0.10896629D+04 12.1998631 0.0110720 78.412 61.188 EM
263.401
9 -0.10829178D+04 6.7450986 0.0061901 76.931 66.696 EM
259.373
10 -0.10791684D+04 3.7493810 0.0034623 76.226 71.255 EM
255.519
11 -0.10769948D+04 2.1736008 0.0020141 76.018 75.024 EM
251.958
12 -0.10756587D+04 1.3360672 0.0012406 76.113 78.164 EM
248.722
13 -0.10747865D+04 0.8722587 0.0008109 76.388 80.815 EM
245.797
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 203
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13528347D+04 0.0000000 0.0000000 133.937 18.650 EM
250.413
2 -0.13151686D+04 37.6661486 0.0278424 132.011 0.001 FS
270.988
3 -0.12475798D+04 67.5887429 0.0513917 145.395 0.000 FS
257.605
4 -0.11879351D+04 59.6447569 0.0478084 158.863 0.000 FS
244.137
5 -0.11324447D+04 55.4903556 0.0467116 179.583 0.000 FS
223.417
6 -0.10979844D+04 34.4603334 0.0304300 186.437 0.000 FS
216.563
7 -0.10805101D+04 17.4742840 0.0159149 184.466 0.000 FS
218.534
8 -0.10742713D+04 6.2387679 0.0057739 189.473 0.000 FS
213.527
9 -0.10725756D+04 1.6957756 0.0015785 200.854 0.000 FS
202.146
10 -0.10722349D+04 0.3406373 0.0003176 209.759 0.000 FS
193.241
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 204
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17683515D+04 0.0000000 0.0000000 0.029 136.222 EM
266.749
2 -0.16111289D+04 157.2225941 0.0889091 0.023 136.080 FS
266.897
3 -0.16030186D+04 8.1103496 0.0050340 0.000 136.108 FS
266.892
4 -0.12182194D+04 384.7992316 0.2400466 0.000 132.878 EM
270.122
5 -0.11846325D+04 33.5868222 0.0275704 0.000 132.022 EM
270.978
6 -0.11536377D+04 30.9948160 0.0261641 0.000 132.394 EM
270.606
7 -0.11273151D+04 26.3226182 0.0228171 0.000 133.794 EM
269.206
8 -0.11076434D+04 19.6717159 0.0174501 0.000 136.100 EM
266.900
9 -0.10946066D+04 13.0368343 0.0117699 0.000 139.096 EM
263.904
10 -0.10866546D+04 7.9520111 0.0072647 0.000 142.499 EM
260.501
11 -0.10819637D+04 4.6908145 0.0043167 0.000 146.045 EM
256.955
12 -0.10791618D+04 2.8019275 0.0025897 0.000 149.543 EM
253.457
13 -0.10774139D+04 1.7479555 0.0016197 0.000 152.888 EM
250.112
14 -0.10762608D+04 1.1530082 0.0010702 0.000 156.029 EM
246.971
15 -0.10754580D+04 0.8028128 0.0007459 0.000 158.952 EM
244.048
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 205
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13375033D+04 0.0000000 0.0000000 39.975 89.896 EM
273.130
2 -0.12181611D+04 119.3421732 0.0892276 33.189 97.273 EM
272.538
3 -0.12022895D+04 15.8716440 0.0130292 0.038 126.559 FS
276.402
4 -0.11143675D+04 87.9219356 0.0731288 0.000 133.039 EM
269.961
5 -0.10978976D+04 16.4698994 0.0147796 0.000 136.686 EM
266.314
6 -0.10883666D+04 9.5310352 0.0086812 0.000 140.457 EM
262.543
7 -0.10829379D+04 5.4286835 0.0049879 0.000 144.301 EM
258.699
8 -0.10797707D+04 3.1672034 0.0029246 0.000 148.044 EM
254.956
9 -0.10778235D+04 1.9471981 0.0018033 0.000 151.585 EM
251.415
10 -0.10765512D+04 1.2723435 0.0011805 0.000 154.884 EM
248.116
11 -0.10756716D+04 0.8795627 0.0008170 0.000 157.936 EM
245.064
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 206
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12685310D+04 0.0000000 0.0000000 21.633 128.422 EM
252.945
2 -0.11392138D+04 129.3172404 0.1019425 9.000 126.913 EM
267.087
3 -0.10915242D+04 47.6895651 0.0418618 5.257 132.583 EM
265.160
4 -0.10823930D+04 9.1312129 0.0083656 4.140 137.736 EM
261.123
5 -0.10788640D+04 3.5290350 0.0032604 3.802 142.089 EM
257.108
6 -0.10769158D+04 1.9482222 0.0018058 3.704 145.854 EM
253.442
7 -0.10755467D+04 1.3690387 0.0012713 3.712 149.147 EM
250.141
8 -0.10745845D+04 0.9622681 0.0008947 3.744 152.089 EM
247.167
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 207
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13477038D+04 0.0000000 0.0000000 2.340 231.628 EM
169.032
2 -0.11854772D+04 162.2266307 0.1203726 2.250 168.746 EM
232.004
3 -0.11389491D+04 46.5281047 0.0392484 2.532 149.857 EM
250.612
4 -0.11188180D+04 20.1310787 0.0176751 3.059 144.270 EM
255.671
5 -0.11039753D+04 14.8426648 0.0132664 3.758 142.474 EM
256.768
6 -0.10928536D+04 11.1217528 0.0100743 4.590 142.217 EM
256.192
7 -0.10848639D+04 7.9896727 0.0073108 5.484 142.870 EM
254.646
8 -0.10791978D+04 5.6660572 0.0052228 6.335 144.145 EM
252.520
9 -0.10752189D+04 3.9789315 0.0036869 7.069 145.839 EM
250.092
10 -0.10726495D+04 2.5693628 0.0023896 7.636 147.833 EM
247.531
11 -0.10711094D+04 1.5401613 0.0014358 8.068 149.992 EM
244.940
12 -0.10701633D+04 0.9461214 0.0008833 8.425 152.181 EM
242.395
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 208
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17584781D+04 0.0000000 0.0000000 0.334 127.081 EM
275.584
2 -0.17243706D+04 34.1074132 0.0193960 0.000 127.406 FS
275.594
3 -0.16504000D+04 73.9706332 0.0428972 0.000 127.424 FS
275.576
4 -0.12889336D+04 361.4663769 0.2190174 0.000 128.352 FS
274.648
5 -0.11381746D+04 150.7590376 0.1169642 0.000 128.224 FS
274.776
6 -0.11070229D+04 31.1516948 0.0273699 0.000 134.185 FS
268.815
7 -0.10816728D+04 25.3501464 0.0228994 0.000 151.953 FS
251.047
8 -0.10739348D+04 7.7379379 0.0071537 0.000 181.005 FS
221.995
9 -0.10723682D+04 1.5666446 0.0014588 0.000 203.154 FS
199.846
10 -0.10722118D+04 0.1563975 0.0001458 0.000 209.417 FS
193.583
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 209
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.26456613D+04 0.0000000 0.0000000 0.001 100.999 EM
302.000
2 -0.24215000D+04 224.1612757 0.0847279 0.000 101.419 FS
301.580
3 -0.23757214D+04 45.7786316 0.0189051 0.000 100.881 FS
302.119
4 -0.23756965D+04 0.0248761 0.0000105 0.000 100.882 FS
302.118
5 -0.23682722D+04 7.4242608 0.0031251 0.000 112.144 FS
290.856
6 -0.21648724D+04 203.3998747 0.0858853 0.000 119.095 FS
283.905
7 -0.20372249D+04 127.6474174 0.0589630 0.000 122.348 FS
280.652
8 -0.19209948D+04 116.2301376 0.0570532 0.000 124.016 FS
278.984
9 -0.18101425D+04 110.8523081 0.0577057 0.000 125.699 FS
277.301
10 -0.17066993D+04 103.4432024 0.0571464 0.000 129.375 FS
273.625
11 -0.16104470D+04 96.2523129 0.0563968 0.000 139.652 FS
263.348
12 -0.15223807D+04 88.0662639 0.0546844 0.000 168.622 FS
234.378
13 -0.14459568D+04 76.4239008 0.0502003 0.000 231.366 FS
171.634
14 -0.13798906D+04 66.0662247 0.0456903 0.000 314.542 FS
88.458
15 -0.13128149D+04 67.0756991 0.0486094 0.000 368.648 FS
34.352
16 -0.12432024D+04 69.6125192 0.0530254 0.000 374.430 FS
28.570
17 -0.11278734D+04 115.3289672 0.0927677 0.000 376.461 EM
26.539
18 -0.10896789D+04 38.1945405 0.0338642 0.000 377.344 EM
25.656
19 -0.10809830D+04 8.6959154 0.0079803 0.000 377.853 EM
25.147
20 -0.10785133D+04 2.4696188 0.0022846 0.000 378.188 EM
24.812
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 210
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12014931D+04 0.0000000 0.0000000 4.820 171.676 EM
226.504
2 -0.11385678D+04 62.9252705 0.0523726 0.007 175.222 FS
227.771
3 -0.10777133D+04 60.8544822 0.0534483 0.000 192.719 EM
210.281
4 -0.10726832D+04 5.0301118 0.0046674 0.000 198.540 EM
204.460
5 -0.10723221D+04 0.3610925 0.0003366 0.000 200.760 EM
202.240
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 211
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14403722D+04 0.0000000 0.0000000 220.578 178.171 EM
4.251
2 -0.11064872D+04 333.8849455 0.2318046 231.033 167.396 EM
4.571
3 -0.10998472D+04 6.6400712 0.0060010 239.110 159.028 EM
4.862
4 -0.10926900D+04 7.1571842 0.0065074 244.977 152.893 EM
5.129
5 -0.10901503D+04 2.5396999 0.0023243 249.546 148.101 EM
5.353
6 -0.10864175D+04 3.7327460 0.0034241 252.810 144.634 EM
5.555
7 -0.10836455D+04 2.7720001 0.0025515 255.166 142.096 EM
5.737
8 -0.10811492D+04 2.4962805 0.0023036 256.636 140.465 EM
5.899
9 -0.10790296D+04 2.1196434 0.0019605 257.523 139.430 EM
6.046
10 -0.10775633D+04 1.4662980 0.0013589 257.868 138.958 EM
6.173
11 -0.10763172D+04 1.2461361 0.0011564 257.930 138.783 EM
6.287
12 -0.10754178D+04 0.8993275 0.0008356 257.759 138.854 EM
6.387
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 212
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12546413D+04 0.0000000 0.0000000 0.155 394.200 EM
8.645
2 -0.11923280D+04 62.3133392 0.0496663 0.015 388.277 EM
14.708
3 -0.11646658D+04 27.6622359 0.0232002 0.002 380.138 EM
22.860
4 -0.11461121D+04 18.5536290 0.0159304 0.001 370.145 EM
32.854
5 -0.11309239D+04 15.1882518 0.0132520 0.001 358.842 EM
44.157
6 -0.11182676D+04 12.6562866 0.0111911 0.000 346.946 EM
56.054
7 -0.11078639D+04 10.4036785 0.0093034 0.000 335.182 EM
67.818
8 -0.10994786D+04 8.3853147 0.0075689 0.000 324.144 EM
78.855
9 -0.10928405D+04 6.6381285 0.0060375 0.000 314.213 EM
88.787
10 -0.10876597D+04 5.1807976 0.0047407 0.000 305.554 EM
97.446
11 -0.10836659D+04 3.9937394 0.0036719 0.001 298.170 EM
104.830
12 -0.10806273D+04 3.0385896 0.0028040 0.001 291.959 EM
111.040
13 -0.10783503D+04 2.2770519 0.0021072 0.001 286.775 EM
116.224
14 -0.10766729D+04 1.6773968 0.0015555 0.001 282.458 EM
120.541
15 -0.10754594D+04 1.2134945 0.0011271 0.002 278.856 EM
124.142
16 -0.10745970D+04 0.8624139 0.0008019 0.003 275.836 EM
127.161
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 213
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15874906D+04 0.0000000 0.0000000 163.452 6.345 EM
233.203
2 -0.15017443D+04 85.7463397 0.0540138 95.765 33.532 FS
273.704
3 -0.12514652D+04 250.2790903 0.1666589 105.373 33.316 EM
264.312
4 -0.11595895D+04 91.8757178 0.0734145 107.056 31.605 EM
264.339
5 -0.11159783D+04 43.6111577 0.0376091 108.573 30.450 EM
263.977
6 -0.10978541D+04 18.1242381 0.0162407 110.740 29.852 EM
262.408
7 -0.10880517D+04 9.8023803 0.0089287 113.414 29.606 EM
259.980
8 -0.10819485D+04 6.1032137 0.0056093 116.349 29.580 EM
257.071
9 -0.10781987D+04 3.7497479 0.0034657 119.350 29.695 EM
253.955
10 -0.10758810D+04 2.3177645 0.0021497 122.287 29.897 EM
250.816
11 -0.10743984D+04 1.4826095 0.0013780 125.091 30.147 EM
247.762
12 -0.10734024D+04 0.9959910 0.0009270 127.728 30.420 EM
244.852
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 214
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.23711622D+04 0.0000000 0.0000000 42.844 113.127 EM
247.029
2 -0.19980172D+04 373.1449801 0.1573680 35.546 140.132 FS
227.322
3 -0.17020637D+04 295.9535078 0.1481236 29.200 170.030 FS
203.770
4 -0.15160056D+04 186.0581361 0.1093133 46.211 137.399 FS
219.389
5 -0.10831869D+04 432.8187086 0.2854994 37.632 147.055 EM
218.313
6 -0.10753004D+04 7.8864951 0.0072808 35.759 144.853 EM
222.388
7 -0.10740508D+04 1.2496307 0.0011621 35.597 141.017 EM
226.387
8 -0.10734383D+04 0.6124745 0.0005702 35.731 137.458 EM
229.811
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 215
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14376578D+04 0.0000000 0.0000000 65.592 58.965 EM
278.442
2 -0.12316473D+04 206.0104696 0.1432959 43.374 83.330 EM
276.297
3 -0.11626727D+04 68.9746406 0.0560019 0.377 127.502 FS
275.121
4 -0.11040289D+04 58.6437370 0.0504387 0.028 134.028 EM
268.944
5 -0.10907751D+04 13.2538743 0.0120050 0.002 138.544 EM
264.454
6 -0.10842361D+04 6.5389678 0.0059948 0.000 142.644 EM
260.356
7 -0.10805445D+04 3.6915857 0.0034048 0.000 146.583 EM
256.417
8 -0.10783222D+04 2.2223397 0.0020567 0.000 150.291 EM
252.709
9 -0.10768927D+04 1.4294739 0.0013256 0.000 153.731 EM
249.269
10 -0.10759167D+04 0.9760317 0.0009063 0.000 156.901 EM
246.099
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 216
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14954033D+04 0.0000000 0.0000000 2.122 154.676 EM
246.202
2 -0.14805477D+04 14.8556826 0.0099342 0.000 157.810 FS
245.190
3 -0.14449653D+04 35.5823458 0.0240332 0.000 148.595 FS
254.405
4 -0.13232318D+04 121.7334953 0.0842467 0.000 131.079 FS
271.921
5 -0.12330554D+04 90.1764056 0.0681486 0.000 145.081 FS
257.919
6 -0.11707729D+04 62.2825213 0.0505107 0.000 177.585 FS
225.415
7 -0.11214963D+04 49.2766134 0.0420890 0.000 219.538 FS
183.462
8 -0.10916120D+04 29.8842801 0.0266468 0.000 230.729 FS
172.271
9 -0.10781639D+04 13.4480751 0.0123195 0.000 215.175 FS
187.825
10 -0.10735411D+04 4.6228657 0.0042877 0.000 213.002 FS
189.998
11 -0.10724176D+04 1.1234963 0.0010465 0.000 213.366 FS
189.634
12 -0.10722254D+04 0.1921208 0.0001791 0.000 212.900 FS
190.100
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 217
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15029155D+04 0.0000000 0.0000000 16.330 118.302 EM
268.368
2 -0.14669795D+04 35.9359832 0.0239108 0.000 127.753 FS
275.247
3 -0.13710919D+04 95.8875828 0.0653640 0.000 130.866 FS
272.134
4 -0.11685909D+04 202.5010130 0.1476932 0.000 136.447 EM
266.553
5 -0.11334503D+04 35.1405585 0.0300709 0.000 136.792 EM
266.208
6 -0.11136728D+04 19.7775011 0.0174489 0.000 137.846 EM
265.154
7 -0.10993418D+04 14.3310745 0.0128683 0.000 139.838 EM
263.162
8 -0.10897938D+04 9.5479221 0.0086851 0.000 142.520 EM
260.480
9 -0.10838651D+04 5.9287323 0.0054402 0.000 145.602 EM
257.398
10 -0.10802842D+04 3.5809446 0.0033039 0.000 148.836 EM
254.164
11 -0.10780915D+04 2.1926454 0.0020297 0.000 152.047 EM
250.953
12 -0.10766915D+04 1.3999991 0.0012986 0.000 155.138 EM
247.862
13 -0.10757488D+04 0.9427194 0.0008756 0.000 158.058 EM
244.942
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 218
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14742539D+04 0.0000000 0.0000000 60.235 92.633 EM
250.132
2 -0.13357039D+04 138.5500336 0.0939798 24.541 105.776 FS
272.683
3 -0.11534814D+04 182.2224419 0.1364243 18.719 114.446 EM
269.835
4 -0.11241477D+04 29.3337344 0.0254306 15.295 119.469 EM
268.236
5 -0.11045477D+04 19.6000097 0.0174354 13.312 123.732 EM
265.956
6 -0.10918826D+04 12.6651432 0.0114664 12.183 127.800 EM
263.016
7 -0.10841884D+04 7.6941497 0.0070467 11.596 131.729 EM
259.675
8 -0.10796449D+04 4.5434911 0.0041907 11.353 135.462 EM
256.185
9 -0.10769211D+04 2.7238682 0.0025229 11.325 138.949 EM
252.726
10 -0.10752019D+04 1.7191971 0.0015964 11.433 142.165 EM
249.403
11 -0.10740424D+04 1.1594203 0.0010783 11.626 145.114 EM
246.260
12 -0.10732054D+04 0.8370306 0.0007793 11.875 147.813 EM
243.312
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 219
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15123153D+04 0.0000000 0.0000000 95.981 30.970 EM
276.049
2 -0.12908714D+04 221.4438886 0.1464271 58.994 70.218 EM
273.788
3 -0.12397368D+04 51.1346713 0.0396125 1.737 132.158 FS
269.105
4 -0.11517452D+04 87.9915178 0.0709760 1.729 141.263 EM
260.008
5 -0.11289666D+04 22.7786419 0.0197775 2.368 140.636 EM
259.997
6 -0.11110932D+04 17.8733624 0.0158316 3.603 139.363 EM
260.034
7 -0.10975621D+04 13.5311162 0.0121782 5.300 138.776 EM
258.924
8 -0.10882612D+04 9.3008986 0.0084741 7.247 138.882 EM
256.870
9 -0.10823721D+04 5.8891223 0.0054115 9.248 139.509 EM
254.243
10 -0.10788060D+04 3.5660564 0.0032947 11.185 140.452 EM
251.363
11 -0.10766497D+04 2.1563026 0.0019988 13.006 141.533 EM
248.461
12 -0.10753009D+04 1.3488139 0.0012528 14.698 142.629 EM
245.673
13 -0.10744114D+04 0.8895723 0.0008273 16.261 143.666 EM
243.073
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 220
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16168567D+04 0.0000000 0.0000000 50.549 126.648 EM
225.804
2 -0.13736284D+04 243.2283098 0.1504328 40.671 85.906 FS
276.423
3 -0.11873882D+04 186.2402444 0.1355827 32.135 94.330 EM
276.535
4 -0.11266584D+04 60.7297717 0.0511457 28.975 100.542 EM
273.483
5 -0.11005329D+04 26.1255130 0.0231885 27.612 106.064 EM
269.325
6 -0.10884816D+04 12.0513155 0.0109504 27.132 111.100 EM
264.768
7 -0.10824203D+04 6.0612495 0.0055685 27.138 115.582 EM
260.280
8 -0.10790550D+04 3.3653390 0.0031091 27.416 119.515 EM
256.069
9 -0.10770075D+04 2.0475017 0.0018975 27.843 122.958 EM
252.199
10 -0.10756646D+04 1.3429015 0.0012469 28.351 125.983 EM
248.666
11 -0.10747306D+04 0.9339898 0.0008683 28.902 128.654 EM
245.445
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 221
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17452530D+04 0.0000000 0.0000000 27.403 95.893 EM
279.704
2 -0.16288251D+04 116.4278942 0.0667112 15.388 109.654 FS
277.959
3 -0.15159439D+04 112.8812571 0.0693023 9.620 117.382 FS
275.998
4 -0.14250982D+04 90.8456917 0.0599268 11.211 124.065 FS
267.724
5 -0.13548232D+04 70.2749687 0.0493124 14.404 150.674 FS
237.922
6 -0.12996616D+04 55.1615765 0.0407150 14.989 241.236 FS
146.774
7 -0.12817886D+04 17.8730183 0.0137521 17.655 359.620 FS
25.725
8 -0.11093479D+04 172.4406597 0.1345313 27.840 354.002 EM
21.159
9 -0.10843997D+04 24.9482633 0.0224891 35.379 348.535 EM
19.086
10 -0.10769893D+04 7.4103742 0.0068336 40.674 344.244 EM
18.082
11 -0.10740583D+04 2.9310347 0.0027215 44.319 341.093 EM
17.588
12 -0.10727008D+04 1.3574889 0.0012639 46.835 338.814 EM
17.351
13 -0.10719967D+04 0.7040591 0.0006563 48.602 337.150 EM
17.248
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 222
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13446471D+04 0.0000000 0.0000000 55.085 90.999 EM
256.916
2 -0.11649195D+04 179.7276308 0.1336616 45.674 85.992 EM
271.334
3 -0.11313646D+04 33.5548656 0.0288045 41.894 90.340 EM
270.766
4 -0.11085140D+04 22.8505931 0.0201974 38.978 95.657 EM
268.365
5 -0.10938440D+04 14.6700227 0.0132340 36.811 101.008 EM
265.180
6 -0.10851563D+04 8.6877018 0.0079424 35.314 106.091 EM
261.595
7 -0.10800547D+04 5.1016227 0.0047013 34.398 110.673 EM
257.929
8 -0.10770145D+04 3.0401080 0.0028148 33.881 114.769 EM
254.351
9 -0.10751303D+04 1.8842931 0.0017496 33.644 118.396 EM
250.959
10 -0.10740632D+04 1.0670692 0.0009925 33.560 121.617 EM
247.823
11 -0.10733271D+04 0.7360483 0.0006853 33.633 124.405 EM
244.962
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 223
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12084515D+04 0.0000000 0.0000000 140.160 8.497 EM
254.343
2 -0.11983776D+04 10.0739369 0.0083362 180.707 0.001 FS
222.293
3 -0.10823396D+04 116.0379775 0.0968292 194.854 0.001 EM
208.145
4 -0.10733513D+04 8.9882948 0.0083045 199.269 0.001 EM
203.730
5 -0.10726814D+04 0.6699374 0.0006242 201.183 0.002 EM
201.815
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 224
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14824270D+04 0.0000000 0.0000000 321.457 23.165 EM
58.378
2 -0.12380307D+04 244.3962872 0.1648623 244.904 41.874 EM
116.223
3 -0.11340783D+04 103.9523980 0.0839659 195.893 54.104 EM
153.002
4 -0.11032088D+04 30.8694871 0.0272199 173.526 60.371 EM
169.103
5 -0.10912900D+04 11.9188559 0.0108038 163.458 63.882 EM
175.660
6 -0.10841249D+04 7.1650792 0.0065657 158.086 66.333 EM
178.581
7 -0.10794155D+04 4.7093899 0.0043440 154.689 68.318 EM
179.993
8 -0.10764247D+04 2.9907976 0.0027708 152.355 69.998 EM
180.647
9 -0.10746255D+04 1.7991743 0.0016714 150.735 71.401 EM
180.865
10 -0.10735949D+04 1.0306907 0.0009591 149.640 72.534 EM
180.826
11 -0.10730241D+04 0.5707219 0.0005316 148.933 73.421 EM
180.646
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 225
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12871094D+04 0.0000000 0.0000000 255.560 49.755 EM
97.685
2 -0.11310863D+04 156.0230813 0.1212198 232.556 43.231 EM
127.212
3 -0.11042754D+04 26.8109501 0.0237037 211.708 41.688 EM
149.604
4 -0.10919643D+04 12.3110565 0.0111485 196.031 41.585 EM
165.384
5 -0.10851536D+04 6.8107613 0.0062372 184.203 42.554 EM
176.243
6 -0.10803199D+04 4.8337001 0.0044544 175.365 43.809 EM
183.827
7 -0.10773829D+04 2.9369500 0.0027186 168.584 45.186 EM
189.230
8 -0.10748721D+04 2.5108276 0.0023305 163.663 46.252 EM
193.085
9 -0.10735079D+04 1.3642296 0.0012692 159.961 47.181 EM
195.858
10 -0.10723573D+04 1.1505503 0.0010718 157.243 47.933 EM
197.824
11 -0.10715933D+04 0.7640032 0.0007125 155.272 48.485 EM
199.242
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 226
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16410352D+04 0.0000000 0.0000000 9.726 115.676 EM
277.597
2 -0.14882723D+04 152.7628830 0.0930893 20.600 104.833 FS
277.567
3 -0.13759981D+04 112.2741802 0.0754393 15.757 111.813 FS
275.430
4 -0.13431297D+04 32.8683768 0.0238869 1.451 123.468 FS
278.081
5 -0.12234564D+04 119.6733316 0.0891004 0.000 126.768 FS
276.232
6 -0.11496503D+04 73.8060956 0.0603259 0.000 131.883 FS
271.117
7 -0.11013033D+04 48.3470124 0.0420537 0.000 144.701 FS
258.299
8 -0.10786875D+04 22.6157582 0.0205354 0.000 169.167 FS
233.833
9 -0.10729261D+04 5.7614712 0.0053412 0.000 195.036 FS
207.964
10 -0.10722504D+04 0.6757005 0.0006298 0.000 207.174 FS
195.826
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 227
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16447213D+04 0.0000000 0.0000000 151.015 0.713 EM
251.272
2 -0.15191312D+04 125.5901476 0.0763595 152.552 1.915 FS
248.533
3 -0.12407493D+04 278.3818456 0.1832507 141.968 0.000 FS
261.032
4 -0.11909881D+04 49.7612653 0.0401058 143.238 0.000 FS
259.762
5 -0.11161690D+04 74.8190437 0.0628210 153.685 0.000 EM
249.315
6 -0.11003353D+04 15.8337435 0.0141858 154.409 0.000 EM
248.591
7 -0.10910829D+04 9.2523642 0.0084087 154.255 0.000 EM
248.745
8 -0.10847254D+04 6.3575631 0.0058268 154.787 0.000 EM
248.213
9 -0.10805864D+04 4.1389607 0.0038157 156.041 0.000 EM
246.959
10 -0.10780000D+04 2.5864102 0.0023935 157.786 0.000 EM
245.214
11 -0.10764032D+04 1.5967516 0.0014812 159.805 0.000 EM
243.195
12 -0.10753988D+04 1.0044403 0.0009331 161.941 0.000 EM
241.059
13 -0.10747391D+04 0.6596600 0.0006134 164.092 0.000 EM
238.908
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 228
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15918372D+04 0.0000000 0.0000000 102.918 21.129 EM
278.953
2 -0.15734882D+04 18.3489561 0.0115269 123.233 0.834 FS
278.934
3 -0.13894845D+04 184.0037446 0.1169400 120.745 4.488 EM
277.767
4 -0.13045504D+04 84.9340872 0.0611263 105.718 20.670 EM
276.612
5 -0.12031910D+04 101.3593221 0.0776967 78.773 52.287 EM
271.940
6 -0.11206400D+04 82.5510790 0.0686101 53.381 85.168 EM
264.450
7 -0.10848176D+04 35.8224017 0.0319660 40.419 104.516 EM
258.065
8 -0.10754326D+04 9.3849978 0.0086512 35.364 113.364 EM
254.272
9 -0.10732567D+04 2.1758473 0.0020232 33.566 117.132 EM
252.302
10 -0.10726891D+04 0.5676294 0.0005289 33.068 118.697 EM
251.235
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 229
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14860891D+04 0.0000000 0.0000000 60.139 81.136 EM
261.725
2 -0.12993463D+04 186.7427942 0.1256606 10.296 128.352 FS
264.353
3 -0.11714609D+04 127.8854108 0.0984229 0.000 136.209 FS
266.791
4 -0.11107149D+04 60.7459756 0.0518549 0.000 150.438 FS
252.562
5 -0.10853964D+04 25.3184641 0.0227947 0.000 176.967 FS
226.033
6 -0.10766628D+04 8.7336611 0.0080465 0.000 202.726 FS
200.274
7 -0.10734558D+04 3.2069942 0.0029786 0.000 208.734 FS
194.266
8 -0.10724399D+04 1.0158274 0.0009463 0.000 211.988 FS
191.012
9 -0.10722304D+04 0.2095533 0.0001954 0.000 212.754 FS
190.246
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 230
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12176186D+04 0.0000000 0.0000000 13.567 293.813 EM
95.620
2 -0.11095518D+04 108.0667686 0.0887526 10.842 294.202 EM
97.956
3 -0.10955311D+04 14.0207237 0.0126364 9.372 291.545 EM
102.083
4 -0.10891593D+04 6.3718005 0.0058162 8.451 287.431 EM
107.118
5 -0.10844392D+04 4.7201167 0.0043337 7.901 282.673 EM
112.426
6 -0.10807667D+04 3.6724674 0.0033865 7.622 277.814 EM
117.564
7 -0.10779207D+04 2.8460377 0.0026334 7.552 273.174 EM
122.273
8 -0.10757409D+04 2.1798052 0.0020222 7.639 268.921 EM
126.441
9 -0.10740972D+04 1.6437231 0.0015280 7.830 265.122 EM
130.048
10 -0.10728798D+04 1.2173494 0.0011334 8.078 261.792 EM
133.130
11 -0.10719953D+04 0.8844548 0.0008244 8.338 258.916 EM
135.745
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 231
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13198674D+04 0.0000000 0.0000000 161.697 3.680 EM
237.623
2 -0.12037819D+04 116.0854513 0.0879524 141.429 4.498 EM
257.073
3 -0.11594263D+04 44.3556620 0.0368469 133.846 6.630 EM
262.524
4 -0.11335082D+04 25.9180529 0.0223542 129.469 9.803 EM
263.729
5 -0.11132212D+04 20.2870643 0.0178976 125.779 14.024 EM
263.197
6 -0.10979095D+04 15.3116378 0.0137544 122.526 18.982 EM
261.492
7 -0.10875628D+04 10.3466953 0.0094240 119.866 24.170 EM
258.964
8 -0.10812126D+04 6.3502460 0.0058390 117.875 29.133 EM
255.993
9 -0.10775274D+04 3.6851867 0.0034084 116.470 33.609 EM
252.921
10 -0.10754129D+04 2.1145343 0.0019624 115.505 37.511 EM
249.985
11 -0.10741729D+04 1.2399859 0.0011530 114.844 40.850 EM
247.306
12 -0.10734181D+04 0.7548337 0.0007027 114.391 43.682 EM
244.927
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 232
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16002762D+04 0.0000000 0.0000000 88.687 72.754 EM
241.559
2 -0.14016238D+04 198.6523837 0.1241363 90.540 39.870 FS
272.590
3 -0.13564419D+04 45.1818924 0.0322354 126.389 0.121 FS
276.490
4 -0.11567137D+04 199.7282617 0.1472442 129.728 0.007 EM
273.265
5 -0.11230096D+04 33.7040569 0.0291378 132.123 0.001 EM
270.876
6 -0.11029598D+04 20.0497806 0.0178536 135.289 0.000 EM
267.711
7 -0.10912143D+04 11.7455480 0.0106491 138.968 0.000 EM
264.032
8 -0.10845539D+04 6.6603693 0.0061036 142.835 0.000 EM
260.165
9 -0.10807291D+04 3.8247941 0.0035266 146.653 0.000 EM
256.347
10 -0.10784275D+04 2.3016381 0.0021297 150.291 0.000 EM
252.709
11 -0.10769556D+04 1.4718709 0.0013648 153.691 0.000 EM
249.309
12 -0.10759570D+04 0.9986432 0.0009273 156.838 0.000 EM
246.162
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 233
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19132989D+04 0.0000000 0.0000000 18.198 188.079 EM
196.723
2 -0.16269668D+04 286.3321734 0.1496537 18.794 190.962 FS
193.244
3 -0.14667829D+04 160.1839126 0.0984556 21.561 183.568 FS
197.871
4 -0.11294765D+04 337.3063930 0.2299634 10.869 186.174 EM
205.957
5 -0.11068260D+04 22.6504465 0.0200539 7.585 184.511 EM
210.904
6 -0.10950524D+04 11.7735990 0.0106373 6.273 181.612 EM
215.115
7 -0.10871244D+04 7.9280199 0.0072399 5.690 178.807 EM
218.503
8 -0.10816804D+04 5.4440128 0.0050077 5.462 176.646 EM
220.892
9 -0.10780449D+04 3.6354766 0.0033610 5.439 175.230 EM
222.331
10 -0.10757074D+04 2.3375286 0.0021683 5.546 174.469 EM
222.985
11 -0.10742457D+04 1.4616906 0.0013588 5.740 174.209 EM
223.051
12 -0.10733389D+04 0.9067532 0.0008441 5.997 174.299 EM
222.704
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 234
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13815215D+04 0.0000000 0.0000000 0.242 218.819 EM
183.938
2 -0.13644335D+04 17.0879912 0.0123690 0.000 213.205 FS
189.795
3 -0.11924530D+04 171.9804994 0.1260453 0.000 193.667 EM
209.333
4 -0.11223049D+04 70.1481508 0.0588268 0.000 180.309 EM
222.691
5 -0.11009896D+04 21.3152912 0.0189924 0.000 172.943 EM
230.057
6 -0.10911909D+04 9.7986388 0.0088998 0.000 168.980 EM
234.020
7 -0.10847119D+04 6.4790498 0.0059376 0.000 167.033 EM
235.967
8 -0.10803670D+04 4.3449015 0.0040056 0.000 166.400 EM
236.600
9 -0.10775893D+04 2.7776817 0.0025711 0.000 166.651 EM
236.349
10 -0.10758777D+04 1.7116308 0.0015884 0.000 167.480 EM
235.520
11 -0.10748386D+04 1.0390322 0.0009658 0.000 168.668 EM
234.332
12 -0.10742003D+04 0.6383224 0.0005939 0.000 170.059 EM
232.941
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 235
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13163893D+04 0.0000000 0.0000000 113.930 46.317 EM
242.753
2 -0.12226135D+04 93.7757747 0.0712371 137.846 0.010 FS
265.144
3 -0.11855878D+04 37.0256782 0.0302840 136.922 0.000 FS
266.078
4 -0.11173252D+04 68.2626202 0.0575770 136.061 0.000 FS
266.939
5 -0.10827340D+04 34.5912086 0.0309589 154.833 0.000 FS
248.167
6 -0.10735840D+04 9.1500538 0.0084509 185.362 0.000 FS
217.638
7 -0.10723008D+04 1.2831071 0.0011952 205.384 0.000 FS
197.616
8 -0.10722058D+04 0.0950324 0.0000886 209.875 0.000 FS
193.125
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 236
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17884371D+04 0.0000000 0.0000000 1.164 129.921 EM
271.915
2 -0.17772528D+04 11.1843356 0.0062537 0.000 131.465 FS
271.535
3 -0.17536567D+04 23.5960946 0.0132767 0.000 129.427 FS
273.573
4 -0.11139375D+04 639.7191610 0.3647916 0.000 152.702 EM
250.298
5 -0.10964441D+04 17.4934594 0.0157042 0.000 156.481 EM
246.519
6 -0.10882747D+04 8.1693594 0.0074508 0.000 156.951 EM
246.049
7 -0.10828377D+04 5.4369543 0.0049959 0.000 157.512 EM
245.488
8 -0.10793374D+04 3.5003248 0.0032325 0.000 158.642 EM
244.358
9 -0.10771634D+04 2.1740482 0.0020142 0.000 160.223 EM
242.777
10 -0.10758240D+04 1.3393564 0.0012434 0.000 162.068 EM
240.932
11 -0.10749806D+04 0.8434157 0.0007840 0.000 164.035 EM
238.965
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 237
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15721941D+04 0.0000000 0.0000000 2.277 317.583 EM
83.141
2 -0.13105935D+04 261.6006392 0.1663921 0.000 332.635 FS
70.365
3 -0.11535943D+04 156.9991963 0.1197924 0.000 232.462 FS
170.538
4 -0.11156812D+04 37.9130173 0.0328651 0.000 175.441 FS
227.559
5 -0.10917711D+04 23.9101235 0.0214310 0.000 177.749 FS
225.251
6 -0.10807476D+04 11.0234691 0.0100969 0.000 178.088 FS
224.912
7 -0.10754522D+04 5.2954669 0.0048998 0.000 185.712 FS
217.288
8 -0.10730849D+04 2.3672800 0.0022012 0.000 197.109 FS
205.891
9 -0.10723345D+04 0.7504011 0.0006993 0.000 207.438 FS
195.562
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 238
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14505258D+04 0.0000000 0.0000000 51.164 79.066 EM
272.770
2 -0.12776659D+04 172.8599595 0.1191705 1.404 138.596 FS
263.000
3 -0.12281620D+04 49.5038553 0.0387455 0.000 135.017 FS
267.983
4 -0.11842037D+04 43.9582830 0.0357919 0.000 134.705 EM
268.295
5 -0.11388210D+04 45.3827588 0.0383234 0.000 134.871 EM
268.129
6 -0.11151818D+04 23.6391481 0.0207576 0.000 136.260 EM
266.740
7 -0.10998612D+04 15.3206214 0.0137382 0.000 138.599 EM
264.401
8 -0.10899644D+04 9.8968068 0.0089982 0.000 141.572 EM
261.428
9 -0.10839414D+04 6.0229867 0.0055259 0.000 144.877 EM
258.123
10 -0.10803440D+04 3.5973973 0.0033188 0.000 148.274 EM
254.726
11 -0.10781476D+04 2.1963753 0.0020330 0.000 151.603 EM
251.397
12 -0.10767421D+04 1.4055744 0.0013037 0.000 154.777 EM
248.223
13 -0.10757918D+04 0.9502089 0.0008825 0.000 157.758 EM
245.242
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 239
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16137320D+04 0.0000000 0.0000000 273.596 3.494 EM
125.910
2 -0.11734933D+04 440.2386006 0.2728078 221.883 3.181 EM
177.937
3 -0.11357969D+04 37.6964403 0.0321233 191.078 3.008 EM
208.914
4 -0.11157012D+04 20.0956701 0.0176930 175.419 3.024 EM
224.558
5 -0.11020950D+04 13.6062533 0.0121952 167.465 3.186 EM
232.349
6 -0.10923103D+04 9.7846448 0.0088782 163.261 3.453 EM
236.286
7 -0.10853793D+04 6.9310416 0.0063453 161.113 3.794 EM
238.093
8 -0.10806665D+04 4.7127533 0.0043420 160.249 4.188 EM
238.563
9 -0.10775810D+04 3.0855914 0.0028553 160.222 4.628 EM
238.151
10 -0.10755901D+04 1.9908815 0.0018475 160.713 5.118 EM
237.169
11 -0.10742603D+04 1.3298046 0.0012363 161.481 5.680 EM
235.840
12 -0.10732458D+04 1.0145090 0.0009444 162.331 6.343 EM
234.326
13 -0.10722518D+04 0.9939853 0.0009261 163.130 7.123 EM
232.747
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 240
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19360063D+04 0.0000000 0.0000000 41.896 95.627 EM
265.477
2 -0.16900005D+04 246.0058009 0.1270687 145.392 14.479 FS
243.130
3 -0.14816394D+04 208.3611121 0.1232906 151.086 4.647 FS
247.268
4 -0.13336338D+04 148.0056404 0.0998932 153.193 1.162 FS
248.645
5 -0.12998340D+04 33.7997517 0.0253441 151.887 0.000 FS
251.113
6 -0.10767691D+04 223.0648993 0.1716103 161.026 0.000 EM
241.974
7 -0.10751363D+04 1.6328523 0.0015164 164.411 0.000 EM
238.589
8 -0.10744770D+04 0.6592630 0.0006132 166.588 0.000 EM
236.412
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 241
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.21921829D+04 0.0000000 0.0000000 0.213 378.261 EM
24.526
2 -0.20630535D+04 129.1294582 0.0589045 0.245 378.900 FS
23.855
3 -0.17142638D+04 348.7896481 0.1690648 0.029 310.561 EM
92.410
4 -0.14209220D+04 293.3418523 0.1711183 0.006 218.303 EM
184.690
5 -0.12491020D+04 171.8200009 0.1209215 0.003 166.158 EM
236.839
6 -0.11737918D+04 75.3101798 0.0602915 0.002 149.294 EM
253.704
7 -0.11432188D+04 30.5729867 0.0260463 0.002 143.931 EM
259.068
8 -0.11229786D+04 20.2401898 0.0177046 0.001 142.267 EM
260.731
9 -0.11071236D+04 15.8550197 0.0141187 0.001 142.378 EM
260.620
10 -0.10954272D+04 11.6964253 0.0105647 0.002 143.678 EM
259.321
11 -0.10875017D+04 7.9255035 0.0072351 0.002 145.793 EM
257.205
12 -0.10824756D+04 5.0260899 0.0046217 0.003 148.402 EM
254.595
13 -0.10793847D+04 3.0908495 0.0028554 0.006 151.246 EM
251.749
14 -0.10774678D+04 1.9169646 0.0017760 0.012 154.137 EM
248.851
15 -0.10762255D+04 1.2422588 0.0011529 0.032 156.952 EM
246.016
16 -0.10753436D+04 0.8819572 0.0008195 0.100 159.592 EM
243.308
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 242
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15737718D+04 0.0000000 0.0000000 319.527 2.541 EM
80.932
2 -0.12324737D+04 341.2980836 0.2168663 252.565 3.048 EM
147.386
3 -0.11624244D+04 70.0493094 0.0568364 205.046 3.571 EM
194.383
4 -0.11315930D+04 30.8314183 0.0265234 178.920 4.381 EM
219.700
5 -0.11126617D+04 18.9312709 0.0167298 165.767 5.416 EM
231.817
6 -0.10993758D+04 13.2859563 0.0119407 158.691 6.633 EM
237.677
7 -0.10896212D+04 9.7545907 0.0088728 154.595 7.932 EM
240.473
8 -0.10825271D+04 7.0940911 0.0065106 152.329 9.141 EM
241.530
9 -0.10774623D+04 5.0647809 0.0046787 151.410 10.101 EM
241.488
10 -0.10739476D+04 3.5147416 0.0032621 151.517 10.751 EM
240.732
11 -0.10716603D+04 2.2873178 0.0021298 152.381 11.113 EM
239.506
12 -0.10702510D+04 1.4092573 0.0013150 153.737 11.280 EM
237.983
13 -0.10693949D+04 0.8561105 0.0007999 155.355 11.349 EM
236.295
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 243
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14522726D+04 0.0000000 0.0000000 105.504 30.179 EM
267.317
2 -0.12593902D+04 192.8824282 0.1328142 94.017 36.194 EM
272.790
3 -0.12075022D+04 51.8879561 0.0412009 83.246 46.231 EM
273.523
4 -0.11643472D+04 43.1550509 0.0357391 73.443 56.705 EM
272.852
5 -0.11308488D+04 33.4984019 0.0287701 65.243 66.867 EM
270.889
6 -0.11069690D+04 23.8797730 0.0211167 59.039 75.977 EM
267.983
7 -0.10923594D+04 14.6096231 0.0131979 54.678 83.927 EM
264.396
8 -0.10842056D+04 8.1537613 0.0074644 51.782 90.703 EM
260.515
9 -0.10798291D+04 4.3765843 0.0040367 49.959 96.354 EM
256.687
10 -0.10774256D+04 2.4034357 0.0022258 48.863 101.035 EM
253.102
11 -0.10760503D+04 1.3753020 0.0012765 48.240 104.943 EM
249.817
12 -0.10752354D+04 0.8149300 0.0007573 47.923 108.241 EM
246.836
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 244
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16149713D+04 0.0000000 0.0000000 135.725 67.261 EM
200.015
2 -0.15257943D+04 89.1769306 0.0552189 144.093 9.359 FS
249.547
3 -0.14770481D+04 48.7462448 0.0319481 250.286 0.000 FS
152.714
4 -0.13411891D+04 135.8589734 0.0919801 169.980 0.000 FS
233.020
5 -0.12736092D+04 67.5799320 0.0503881 232.112 0.000 FS
170.888
6 -0.12094807D+04 64.1285251 0.0503518 256.916 0.000 FS
146.084
7 -0.11558131D+04 53.6675659 0.0443724 242.423 0.000 FS
160.577
8 -0.11138835D+04 41.9296046 0.0362771 216.274 0.000 FS
186.726
9 -0.10860615D+04 27.8219999 0.0249775 200.954 0.000 FS
202.046
10 -0.10742823D+04 11.7792390 0.0108458 197.240 0.000 FS
205.760
11 -0.10722859D+04 1.9963368 0.0018583 203.732 0.000 FS
199.268
12 -0.10721999D+04 0.0860555 0.0000803 210.305 0.000 FS
192.695
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 245
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15586298D+04 0.0000000 0.0000000 5.050 118.737 EM
279.213
2 -0.15224884D+04 36.1413452 0.0231879 1.038 122.846 FS
279.116
3 -0.12702871D+04 252.2013717 0.1656508 3.570 121.478 EM
277.952
4 -0.11828041D+04 87.4829434 0.0688686 8.762 118.092 EM
276.145
5 -0.11295836D+04 53.2205023 0.0449952 15.456 114.768 EM
272.776
6 -0.11016067D+04 27.9769312 0.0247675 22.010 112.668 EM
268.323
7 -0.10881133D+04 13.4933664 0.0122488 27.492 111.870 EM
263.638
8 -0.10816333D+04 6.4800618 0.0059553 31.760 111.947 EM
259.292
9 -0.10783269D+04 3.3063587 0.0030568 35.027 112.489 EM
255.484
10 -0.10764756D+04 1.8513138 0.0017168 37.565 113.222 EM
252.213
11 -0.10753362D+04 1.1393897 0.0010584 39.596 113.997 EM
249.407
12 -0.10745774D+04 0.7588083 0.0007056 41.274 114.737 EM
246.990
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 246
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14079640D+04 0.0000000 0.0000000 70.448 66.782 EM
265.770
2 -0.13189810D+04 88.9830881 0.0631998 126.087 0.012 FS
276.902
3 -0.12302085D+04 88.7724234 0.0673038 127.025 0.023 EM
275.952
4 -0.11758787D+04 54.3298362 0.0441631 128.210 0.049 EM
274.740
5 -0.11371344D+04 38.7442949 0.0329492 130.266 0.097 EM
272.637
6 -0.11113093D+04 25.8251460 0.0227107 133.176 0.165 EM
269.659
7 -0.10958406D+04 15.4686445 0.0139193 136.704 0.248 EM
266.048
8 -0.10871026D+04 8.7380589 0.0079738 140.525 0.336 EM
262.139
9 -0.10821821D+04 4.9204542 0.0045262 144.364 0.425 EM
258.211
10 -0.10793015D+04 2.8805641 0.0026618 148.050 0.513 EM
254.437
11 -0.10775105D+04 1.7910760 0.0016595 151.500 0.600 EM
250.899
12 -0.10763236D+04 1.1868944 0.0011015 154.688 0.687 EM
247.625
13 -0.10754899D+04 0.8336274 0.0007745 157.611 0.778 EM
244.611
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 247
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12671904D+04 0.0000000 0.0000000 368.148 28.834 EM
6.018
2 -0.11614264D+04 105.7639937 0.0834634 361.291 31.527 EM
10.182
3 -0.11334662D+04 27.9601872 0.0240740 353.305 34.487 EM
15.208
4 -0.11159503D+04 17.5159143 0.0154534 344.872 37.428 EM
20.700
5 -0.11051280D+04 10.8223501 0.0096979 336.329 40.353 EM
26.318
6 -0.10964719D+04 8.6560369 0.0078326 328.177 43.001 EM
31.822
7 -0.10901046D+04 6.3672986 0.0058071 320.628 45.354 EM
37.018
8 -0.10820557D+04 8.0489321 0.0073836 314.474 46.742 EM
41.784
9 -0.10790612D+04 2.9944867 0.0027674 309.691 47.369 EM
45.939
10 -0.10764485D+04 2.6127255 0.0024213 305.925 47.515 EM
49.560
11 -0.10741531D+04 2.2953455 0.0021323 302.937 47.331 EM
52.732
12 -0.10723572D+04 1.7959640 0.0016720 300.531 46.960 EM
55.509
13 -0.10711444D+04 1.2127467 0.0011309 298.552 46.513 EM
57.935
14 -0.10703251D+04 0.8193569 0.0007649 296.891 46.062 EM
60.047
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 248
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14360593D+04 0.0000000 0.0000000 135.563 5.275 EM
262.162
2 -0.13937058D+04 42.3535703 0.0294929 129.774 0.000 FS
273.226
3 -0.13068629D+04 86.8428510 0.0623107 126.541 0.000 FS
276.459
4 -0.11655235D+04 141.3393708 0.1081516 133.136 0.000 EM
269.864
5 -0.11377615D+04 27.7620880 0.0238194 134.228 0.000 EM
268.772
6 -0.11160369D+04 21.7245805 0.0190941 135.822 0.000 EM
267.178
7 -0.11003988D+04 15.6380870 0.0140122 138.242 0.000 EM
264.758
8 -0.10902625D+04 10.1362857 0.0092115 141.266 0.000 EM
261.734
9 -0.10841126D+04 6.1499041 0.0056408 144.613 0.000 EM
258.387
10 -0.10804493D+04 3.6632554 0.0033790 148.045 0.000 EM
254.955
11 -0.10782171D+04 2.2322137 0.0020660 151.403 0.000 EM
251.597
12 -0.10767906D+04 1.4265774 0.0013231 154.601 0.000 EM
248.399
13 -0.10758271D+04 0.9634213 0.0008947 157.601 0.000 EM
245.399
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 249
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.29826367D+04 0.0000000 0.0000000 0.006 53.879 EM
349.115
2 -0.28127694D+04 169.8672822 0.0569521 44.164 29.100 FS
329.736
3 -0.11717822D+04 1640.9872360 0.5834062 105.763 19.037 EM
278.200
4 -0.11308418D+04 40.9403954 0.0349386 123.000 4.040 FS
275.959
5 -0.10939774D+04 36.8643629 0.0325990 129.202 3.931 EM
269.867
6 -0.10836222D+04 10.3552357 0.0094657 133.875 4.505 EM
264.620
7 -0.10788212D+04 4.8009564 0.0044305 137.690 5.270 EM
260.039
8 -0.10760969D+04 2.7243819 0.0025253 140.851 5.995 EM
256.153
9 -0.10744012D+04 1.6956244 0.0015757 143.544 6.578 EM
252.877
10 -0.10733302D+04 1.0710638 0.0009969 145.892 7.003 EM
250.105
11 -0.10726647D+04 0.6654671 0.0006200 147.960 7.301 EM
247.739
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 250
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17452476D+04 0.0000000 0.0000000 0.745 126.689 EM
275.567
2 -0.15054530D+04 239.7945826 0.1373986 0.720 126.719 FS
275.560
3 -0.14737062D+04 31.7468055 0.0210879 0.000 127.451 FS
275.549
4 -0.11631337D+04 310.5724422 0.2107424 0.000 145.794 EM
257.206
5 -0.11273827D+04 35.7510578 0.0307368 0.000 146.952 EM
256.048
6 -0.11104699D+04 16.9127604 0.0150018 0.000 146.299 EM
256.701
7 -0.10981733D+04 12.2965787 0.0110733 0.000 146.483 EM
256.517
8 -0.10894501D+04 8.7231897 0.0079434 0.000 147.676 EM
255.324
9 -0.10836929D+04 5.7572072 0.0052845 0.000 149.609 EM
253.391
10 -0.10800791D+04 3.6137971 0.0033347 0.000 151.987 EM
251.013
11 -0.10778473D+04 2.2317943 0.0020663 0.000 154.574 EM
248.426
12 -0.10764442D+04 1.4031673 0.0013018 0.000 157.210 EM
245.790
13 -0.10755237D+04 0.9204666 0.0008551 0.001 159.796 EM
243.204
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 251
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15287617D+04 0.0000000 0.0000000 6.380 117.979 EM
278.640
2 -0.15003967D+04 28.3649974 0.0185542 0.000 124.346 FS
278.653
3 -0.12156224D+04 284.7743838 0.1897994 0.000 129.748 EM
273.252
4 -0.11739429D+04 41.6794916 0.0342865 0.000 130.402 EM
272.598
5 -0.11415466D+04 32.3962692 0.0275961 0.000 131.721 EM
271.279
6 -0.11167306D+04 24.8160183 0.0217389 0.000 133.937 EM
269.063
7 -0.10999830D+04 16.7476202 0.0149970 0.000 136.912 EM
266.088
8 -0.10897357D+04 10.2472610 0.0093158 0.000 140.375 EM
262.625
9 -0.10837531D+04 5.9826106 0.0054900 0.000 144.039 EM
258.961
10 -0.10802490D+04 3.5040581 0.0032333 0.000 147.686 EM
255.314
11 -0.10781142D+04 2.1348419 0.0019762 0.000 151.185 EM
251.815
12 -0.10767383D+04 1.3758594 0.0012762 0.000 154.472 EM
248.528
13 -0.10757997D+04 0.9386787 0.0008718 0.000 157.529 EM
245.471
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 252
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14323824D+04 0.0000000 0.0000000 98.561 68.954 EM
235.486
2 -0.11906869D+04 241.6955021 0.1687367 104.808 68.494 FS
229.698
3 -0.11153249D+04 75.3620124 0.0632929 81.691 74.852 EM
246.457
4 -0.10919159D+04 23.4089809 0.0209885 68.074 84.947 EM
249.979
5 -0.10831485D+04 8.7673863 0.0080294 59.279 93.605 EM
250.116
6 -0.10783611D+04 4.7873865 0.0044199 53.679 99.850 EM
249.471
7 -0.10757328D+04 2.6283767 0.0024374 50.291 103.990 EM
248.719
8 -0.10743149D+04 1.4178531 0.0013180 48.383 106.586 EM
248.030
9 -0.10735273D+04 0.7876410 0.0007332 47.423 108.146 EM
247.431
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 253
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14244570D+04 0.0000000 0.0000000 260.538 29.635 EM
112.827
2 -0.13305869D+04 93.8701305 0.0658989 247.252 31.647 FS
124.101
3 -0.12485088D+04 82.0780631 0.0616856 142.549 28.065 FS
232.385
4 -0.11618286D+04 86.6802095 0.0694270 156.617 8.194 FS
238.190
5 -0.11400790D+04 21.7495729 0.0187201 163.297 9.514 FS
230.189
6 -0.11121828D+04 27.8962245 0.0244687 154.696 9.902 FS
238.401
7 -0.11087505D+04 3.4323185 0.0030861 172.119 0.251 FS
230.630
8 -0.10809576D+04 27.7929394 0.0250669 174.131 0.922 EM
227.947
9 -0.10734536D+04 7.5040138 0.0069420 198.259 0.000 FS
204.741
10 -0.10722430D+04 1.2105850 0.0011277 204.818 0.000 FS
198.182
11 -0.10721986D+04 0.0443543 0.0000414 210.570 0.000 FS
192.430
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 254
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.21274346D+04 0.0000000 0.0000000 188.809 97.857 EM
116.334
2 -0.13200581D+04 807.3765140 0.3795071 72.523 94.185 EM
236.292
3 -0.10898770D+04 230.1811106 0.1743720 35.684 151.910 FS
215.406
4 -0.10731071D+04 16.7699004 0.0153870 35.282 149.958 EM
217.760
5 -0.10722799D+04 0.8272178 0.0007709 35.475 150.048 EM
217.478
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 255
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12154307D+04 0.0000000 0.0000000 183.675 30.447 EM
188.878
2 -0.10988243D+04 116.6063172 0.0959383 173.777 31.741 EM
197.482
3 -0.10752812D+04 23.5431274 0.0214257 170.544 32.151 EM
200.305
4 -0.10735095D+04 1.7717045 0.0016477 170.928 32.207 EM
199.865
5 -0.10730824D+04 0.4271461 0.0003979 172.159 32.194 EM
198.647
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 256
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17435291D+04 0.0000000 0.0000000 19.695 102.334 EM
280.971
2 -0.13292722D+04 414.2569109 0.2375968 9.131 115.210 EM
278.659
3 -0.13254109D+04 3.8612538 0.0029048 0.000 124.218 FS
278.782
4 -0.11804855D+04 144.9254695 0.1093438 0.000 125.845 EM
277.155
5 -0.11225824D+04 57.9030322 0.0490502 0.000 129.203 EM
273.797
6 -0.10986659D+04 23.9165345 0.0213049 0.000 133.660 EM
269.340
7 -0.10879508D+04 10.7150571 0.0097528 0.000 138.391 EM
264.609
8 -0.10825865D+04 5.3643485 0.0049307 0.000 142.952 EM
260.048
9 -0.10795833D+04 3.0031619 0.0027741 0.000 147.177 EM
255.823
10 -0.10777349D+04 1.8484731 0.0017122 0.000 151.031 EM
251.969
11 -0.10765098D+04 1.2250135 0.0011367 0.000 154.531 EM
248.469
12 -0.10756513D+04 0.8585635 0.0007975 0.000 157.712 EM
245.288
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 257
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.22032624D+04 0.0000000 0.0000000 43.764 339.286 EM
19.949
2 -0.14879107D+04 715.3516945 0.3246784 51.937 270.069 EM
80.993
3 -0.12498795D+04 238.0312062 0.1599768 101.292 170.922 FS
130.787
4 -0.11481055D+04 101.7740053 0.0814271 71.055 187.133 EM
144.812
5 -0.11174096D+04 30.6958368 0.0267361 56.388 194.672 EM
151.940
6 -0.11013275D+04 16.0821294 0.0143923 49.698 196.353 EM
156.949
7 -0.10910873D+04 10.2401625 0.0092980 45.487 196.014 EM
161.499
8 -0.10831870D+04 7.9002952 0.0072408 42.458 194.913 EM
165.628
9 -0.10781523D+04 5.0347077 0.0046481 40.317 193.517 EM
169.166
10 -0.10754233D+04 2.7290426 0.0025312 39.035 192.003 EM
171.962
11 -0.10740574D+04 1.3658579 0.0012701 38.329 190.493 EM
174.178
12 -0.10733847D+04 0.6726994 0.0006263 37.939 189.064 EM
175.997
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 258
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13114133D+04 0.0000000 0.0000000 63.285 63.397 EM
276.318
2 -0.12635094D+04 47.9039799 0.0365285 4.035 122.779 FS
276.186
3 -0.11752213D+04 88.2880940 0.0698753 0.000 134.219 FS
268.781
4 -0.10985027D+04 76.7185636 0.0652801 0.000 141.935 EM
261.065
5 -0.10880399D+04 10.4627786 0.0095246 0.000 144.860 EM
258.140
6 -0.10828043D+04 5.2355902 0.0048119 0.000 147.675 EM
255.325
7 -0.10796036D+04 3.2006842 0.0029559 0.000 150.631 EM
252.369
8 -0.10776256D+04 1.9780424 0.0018322 0.000 153.610 EM
249.390
9 -0.10763565D+04 1.2691023 0.0011777 0.000 156.510 EM
246.490
10 -0.10754994D+04 0.8570749 0.0007963 0.000 159.275 EM
243.725
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 259
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16245591D+04 0.0000000 0.0000000 0.845 177.350 EM
224.805
2 -0.15679396D+04 56.6194655 0.0348522 1.342 177.498 FS
224.160
3 -0.14121185D+04 155.8211191 0.0993795 0.000 175.398 FS
227.602
4 -0.12852259D+04 126.8925374 0.0898597 0.000 139.420 FS
263.580
5 -0.12028259D+04 82.4000148 0.0641133 0.000 155.428 FS
247.572
6 -0.11499679D+04 52.8580061 0.0439449 0.000 175.475 FS
227.525
7 -0.11138914D+04 36.0765401 0.0313718 0.000 183.685 FS
219.315
8 -0.10915731D+04 22.3182385 0.0200363 0.000 182.276 FS
220.724
9 -0.10801752D+04 11.3979018 0.0104417 0.000 184.662 FS
218.338
10 -0.10750902D+04 5.0849897 0.0047076 0.000 192.297 FS
210.703
11 -0.10729636D+04 2.1266411 0.0019781 0.000 202.235 FS
200.765
12 -0.10723197D+04 0.6439074 0.0006001 0.000 209.944 FS
193.056
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 260
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15086072D+04 0.0000000 0.0000000 116.344 10.813 EM
275.843
2 -0.14887942D+04 19.8129397 0.0131333 126.881 0.110 FS
276.009
3 -0.11824721D+04 306.3220964 0.2057518 130.367 0.198 EM
272.435
4 -0.11435650D+04 38.9071417 0.0329032 131.402 0.441 EM
271.157
5 -0.11181812D+04 25.3837759 0.0221971 133.096 0.857 EM
269.047
6 -0.11007699D+04 17.4112737 0.0155711 135.425 1.444 EM
266.131
7 -0.10899723D+04 10.7976850 0.0098092 138.163 2.156 EM
262.681
8 -0.10836257D+04 6.3465645 0.0058227 141.051 2.947 EM
259.002
9 -0.10798992D+04 3.7264966 0.0034389 143.880 3.786 EM
255.334
10 -0.10776253D+04 2.2739217 0.0021057 146.522 4.654 EM
251.824
11 -0.10761561D+04 1.4692283 0.0013634 148.919 5.538 EM
248.543
12 -0.10751504D+04 1.0056718 0.0009345 151.058 6.427 EM
245.514
13 -0.10744278D+04 0.7226288 0.0006721 152.950 7.313 EM
242.736
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 261
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13655284D+04 0.0000000 0.0000000 40.730 124.646 EM
237.624
2 -0.11610566D+04 204.4717557 0.1497382 45.827 125.123 FS
232.050
3 -0.11154387D+04 45.6179213 0.0392900 46.640 117.150 FS
239.210
4 -0.10809608D+04 34.4778858 0.0309097 40.936 131.357 EM
230.707
5 -0.10807096D+04 0.2512422 0.0002324 18.466 154.898 FS
229.636
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 262
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12996000D+04 0.0000000 0.0000000 103.387 280.322 EM
19.291
2 -0.11818663D+04 117.7336648 0.0905922 0.012 402.988 FS
0.000
3 -0.11483606D+04 33.5056639 0.0283498 0.008 402.992 EM
0.000
4 -0.11207843D+04 27.5763434 0.0240137 0.000 403.000 FS
0.000
5 -0.10907321D+04 30.0521672 0.0268135 0.000 403.000 EM
0.000
6 -0.10812553D+04 9.4768080 0.0086885 0.000 403.000 EM
0.000
7 -0.10774433D+04 3.8120656 0.0035256 0.000 403.000 EM
0.000
8 -0.10759640D+04 1.4792351 0.0013729 0.000 403.000 EM
0.000
9 -0.10753844D+04 0.5796490 0.0005387 0.000 403.000 EM
0.000
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 263
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.21957304D+04 0.0000000 0.0000000 17.165 246.042 EM
139.793
2 -0.18996697D+04 296.0607369 0.1348347 14.220 244.532 FS
144.248
3 -0.15031318D+04 396.5378091 0.2087404 14.977 230.844 FS
157.179
4 -0.12748611D+04 228.2707041 0.1518634 9.139 231.828 FS
162.032
5 -0.11255689D+04 149.2921905 0.1171047 5.940 218.892 FS
178.168
6 -0.10961199D+04 29.4490844 0.0261637 5.185 220.046 EM
177.768
7 -0.10848927D+04 11.2271993 0.0102427 5.127 219.385 EM
178.488
8 -0.10816620D+04 3.2306450 0.0029778 5.095 219.058 EM
178.847
9 -0.10781866D+04 3.4754029 0.0032130 4.952 218.998 EM
179.050
10 -0.10733285D+04 4.8581577 0.0045059 4.151 219.522 EM
179.328
11 -0.10713087D+04 2.0197409 0.0018818 3.823 219.711 EM
179.466
12 -0.10709806D+04 0.3280821 0.0003062 3.821 219.581 EM
179.598
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 264
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14210609D+04 0.0000000 0.0000000 1.175 152.668 EM
249.157
2 -0.12653048D+04 155.7561254 0.1096055 1.086 152.751 FS
249.163
3 -0.12503086D+04 14.9961999 0.0118518 0.000 152.910 FS
250.090
4 -0.12200310D+04 30.2775988 0.0242161 0.000 155.707 FS
247.293
5 -0.11490895D+04 70.9415083 0.0581473 0.000 195.147 FS
207.853
6 -0.11078359D+04 41.2535811 0.0359011 0.000 245.282 FS
157.718
7 -0.10860133D+04 21.8225358 0.0196983 0.000 252.970 FS
150.030
8 -0.10768341D+04 9.1792910 0.0084523 0.000 226.764 FS
176.236
9 -0.10733342D+04 3.4998998 0.0032502 0.000 219.177 FS
183.823
10 -0.10723969D+04 0.9372678 0.0008732 0.000 214.885 FS
188.115
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 265
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11715410D+04 0.0000000 0.0000000 30.113 369.909 EM
2.977
2 -0.10935251D+04 78.0158789 0.0665925 26.702 372.950 EM
3.348
3 -0.10892674D+04 4.2576750 0.0038935 25.670 373.617 EM
3.713
4 -0.10865817D+04 2.6857833 0.0024657 25.044 373.872 EM
4.083
5 -0.10830281D+04 3.5535430 0.0032704 23.870 374.676 EM
4.453
6 -0.10807665D+04 2.2616042 0.0020882 22.665 375.523 EM
4.812
7 -0.10802020D+04 0.5644734 0.0005223 21.874 375.972 EM
5.154
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 266
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12505203D+04 0.0000000 0.0000000 3.908 279.025 EM
120.067
2 -0.11084146D+04 142.1057675 0.1136373 0.725 295.777 EM
106.498
3 -0.10756604D+04 32.7541396 0.0295504 1.455 301.684 EM
99.861
4 -0.10713046D+04 4.3558152 0.0040494 1.652 304.546 EM
96.803
5 -0.10707160D+04 0.5886185 0.0005494 1.726 305.817 EM
95.457
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 267
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.20296746D+04 0.0000000 0.0000000 0.452 350.744 EM
51.804
2 -0.16262014D+04 403.4731971 0.1987871 0.000 335.744 FS
67.256
3 -0.13081823D+04 318.0191736 0.1955595 0.000 395.080 FS
7.920
4 -0.11780062D+04 130.1760412 0.0995091 0.000 403.000 FS
0.000
5 -0.11441864D+04 33.8197804 0.0287093 0.000 403.000 FS
0.000
6 -0.11210446D+04 23.1418361 0.0202256 0.000 403.000 FS
0.000
7 -0.11024169D+04 18.6276806 0.0166164 0.000 403.000 FS
0.000
8 -0.10886289D+04 13.7880478 0.0125071 0.000 403.000 FS
0.000
9 -0.10800818D+04 8.5471020 0.0078513 0.000 403.000 FS
0.000
10 -0.10761995D+04 3.8823035 0.0035945 0.000 403.000 FS
0.000
11 -0.10751127D+04 1.0867685 0.0010098 0.000 403.000 FS
0.000
12 -0.10749433D+04 0.1694273 0.0001576 0.000 403.000 FS
0.000
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 268
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16559891D+04 0.0000000 0.0000000 0.058 125.862 EM
277.080
2 -0.16438884D+04 12.1006861 0.0073072 0.000 125.930 FS
277.070
3 -0.14418979D+04 201.9904793 0.1228736 0.000 127.178 FS
275.822
4 -0.13825532D+04 59.3447004 0.0411574 0.000 127.110 FS
275.890
5 -0.12792902D+04 103.2629954 0.0746901 0.000 132.514 FS
270.486
6 -0.11960713D+04 83.2189151 0.0650509 0.000 145.751 FS
257.249
7 -0.11359379D+04 60.1334206 0.0502758 0.000 170.623 FS
232.377
8 -0.10973336D+04 38.6042804 0.0339845 0.000 196.312 FS
206.688
9 -0.10781069D+04 19.2266309 0.0175212 0.000 203.629 FS
199.371
10 -0.10727956D+04 5.3113660 0.0049266 0.000 204.939 FS
198.061
11 -0.10722284D+04 0.5671537 0.0005287 0.000 210.054 FS
192.946
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 269
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18001953D+04 0.0000000 0.0000000 89.045 36.305 EM
277.650
2 -0.11536581D+04 646.5371418 0.3591483 61.000 66.089 EM
275.912
3 -0.10954444D+04 58.2137222 0.0504601 46.172 87.008 EM
269.820
4 -0.10789452D+04 16.4992423 0.0150617 40.045 99.448 EM
263.507
5 -0.10745944D+04 4.3507909 0.0040324 37.772 106.500 EM
258.728
6 -0.10733123D+04 1.2820563 0.0011931 37.107 110.464 EM
255.429
7 -0.10728365D+04 0.4758564 0.0004434 37.115 112.751 EM
253.133
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 270
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.20016733D+04 0.0000000 0.0000000 9.651 386.646 EM
6.703
2 -0.16193235D+04 382.3497959 0.1910151 3.873 378.663 EM
20.463
3 -0.15375515D+04 81.7720087 0.0504976 0.000 399.453 FS
3.547
4 -0.13132218D+04 224.3297136 0.1459006 0.000 382.826 FS
20.174
5 -0.11988023D+04 114.4195543 0.0871289 0.000 379.324 EM
23.676
6 -0.11283478D+04 70.4544193 0.0587707 0.000 375.619 EM
27.381
7 -0.10976996D+04 30.6482259 0.0271620 0.000 371.869 EM
31.131
8 -0.10891101D+04 8.5894661 0.0078250 0.000 368.221 EM
34.779
9 -0.10855913D+04 3.5188663 0.0032310 0.000 364.755 EM
38.245
10 -0.10829080D+04 2.6833178 0.0024718 0.000 361.517 EM
41.483
11 -0.10807666D+04 2.1413972 0.0019775 0.000 358.534 EM
44.466
12 -0.10790825D+04 1.6840846 0.0015582 0.000 355.814 EM
47.186
13 -0.10777773D+04 1.3052184 0.0012096 0.000 353.354 EM
49.646
14 -0.10767794D+04 0.9978567 0.0009258 0.000 351.138 EM
51.862
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 271
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.23966129D+04 0.0000000 0.0000000 83.225 41.042 EM
278.733
2 -0.21959591D+04 200.6537438 0.0837239 93.878 32.115 FS
277.008
3 -0.18682777D+04 327.6813983 0.1492202 76.060 50.058 EM
276.882
4 -0.16275910D+04 240.6867428 0.1288281 64.279 68.142 EM
270.580
5 -0.14585664D+04 169.0246196 0.1038496 59.503 80.337 EM
263.160
6 -0.13182372D+04 140.3291944 0.0962104 57.473 87.865 EM
257.662
7 -0.12033551D+04 114.8820918 0.0871483 56.488 92.105 EM
254.407
8 -0.11232840D+04 80.0710431 0.0665398 56.027 94.120 EM
252.853
9 -0.10838326D+04 39.4514417 0.0351215 55.987 94.957 EM
252.055
10 -0.10735115D+04 10.3211157 0.0095228 56.335 95.528 EM
251.137
11 -0.10724455D+04 1.0659510 0.0009930 56.878 96.146 EM
249.976
12 -0.10722837D+04 0.1618591 0.0001509 57.408 96.744 EM
248.848
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 272
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19047362D+04 0.0000000 0.0000000 347.033 3.263 EM
52.704
2 -0.15284299D+04 376.3062423 0.1975634 142.546 0.000 FS
260.454
3 -0.11102439D+04 418.1860309 0.2736050 146.061 0.000 EM
256.939
4 -0.10977862D+04 12.4576490 0.0112206 146.854 0.000 EM
256.146
5 -0.10892084D+04 8.5778620 0.0078138 148.087 0.000 EM
254.913
6 -0.10835381D+04 5.6702895 0.0052059 149.978 0.000 EM
253.022
7 -0.10799752D+04 3.5628972 0.0032882 152.309 0.000 EM
250.691
8 -0.10777738D+04 2.2013846 0.0020384 154.856 0.000 EM
248.144
9 -0.10763899D+04 1.3838812 0.0012840 157.459 0.000 EM
245.541
10 -0.10754826D+04 0.9072835 0.0008429 160.018 0.000 EM
242.982
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 273
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15064179D+04 0.0000000 0.0000000 116.931 87.683 EM
198.387
2 -0.10743292D+04 432.0886808 0.2868319 118.146 85.207 EM
199.646
3 -0.10735334D+04 0.7958544 0.0007408 119.097 83.554 EM
200.348
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 274
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.21550131D+04 0.0000000 0.0000000 175.017 0.287 EM
227.696
2 -0.12586760D+04 896.3371104 0.4159312 129.833 0.116 EM
273.051
3 -0.12319333D+04 26.7426512 0.0212467 127.552 0.000 FS
275.448
4 -0.11874756D+04 44.4577489 0.0360878 128.724 0.000 EM
274.276
5 -0.11496644D+04 37.8112214 0.0318417 130.237 0.000 EM
272.763
6 -0.11209868D+04 28.6775486 0.0249443 132.610 0.000 EM
270.390
7 -0.11020948D+04 18.8920064 0.0168530 135.743 0.000 EM
267.257
8 -0.10908047D+04 11.2900763 0.0102442 139.363 0.000 EM
263.637
9 -0.10843378D+04 6.4669535 0.0059286 143.170 0.000 EM
259.830
10 -0.10806008D+04 3.7370107 0.0034464 146.938 0.000 EM
256.062
11 -0.10783438D+04 2.2569504 0.0020886 150.535 0.000 EM
252.465
12 -0.10768975D+04 1.4462876 0.0013412 153.902 0.000 EM
249.098
13 -0.10759149D+04 0.9826377 0.0009125 157.024 0.000 EM
245.976
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 275
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19270938D+04 0.0000000 0.0000000 338.669 8.093 EM
56.239
2 -0.14617069D+04 465.3868383 0.2414967 130.166 0.000 FS
272.834
3 -0.12305785D+04 231.1284423 0.1581223 125.989 0.000 EM
277.011
4 -0.12047994D+04 25.7791108 0.0209488 126.296 0.000 FS
276.704
5 -0.11304349D+04 74.3644950 0.0617236 129.898 0.000 FS
273.102
6 -0.10900266D+04 40.4082335 0.0357457 141.577 0.000 FS
261.423
7 -0.10760230D+04 14.0036121 0.0128470 166.618 0.000 FS
236.382
8 -0.10726780D+04 3.3450055 0.0031087 195.350 0.000 FS
207.650
9 -0.10722347D+04 0.4433102 0.0004133 207.928 0.000 FS
195.072
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 276
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.32844096D+04 0.0000000 0.0000000 91.961 23.195 EM
287.845
2 -0.28980922D+04 386.3174722 0.1176216 91.590 23.021 FS
288.389
3 -0.25443500D+04 353.7422088 0.1220604 87.962 24.720 FS
290.318
4 -0.22138666D+04 330.4833706 0.1298891 92.428 24.169 FS
286.403
5 -0.20133977D+04 200.4688929 0.0905515 90.456 24.385 FS
288.159
6 -0.14120439D+04 601.3538171 0.2986761 103.426 28.644 EM
270.930
7 -0.11874536D+04 224.5903171 0.1590534 107.940 28.800 EM
266.259
8 -0.11235440D+04 63.9095236 0.0538207 110.611 27.549 EM
264.840
9 -0.10927612D+04 30.7828791 0.0273980 114.628 26.165 EM
262.207
10 -0.10820043D+04 10.7568299 0.0098437 119.397 25.521 EM
258.081
11 -0.10781595D+04 3.8448303 0.0035534 123.852 25.468 EM
253.680
12 -0.10761015D+04 2.0579734 0.0019088 127.650 25.730 EM
249.621
13 -0.10747387D+04 1.3628252 0.0012664 130.824 26.162 EM
246.014
14 -0.10737241D+04 1.0145636 0.0009440 133.503 26.686 EM
242.811
15 -0.10729236D+04 0.8005207 0.0007456 135.814 27.245 EM
239.940
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 277
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.20369368D+04 0.0000000 0.0000000 1.284 106.373 EM
295.344
2 -0.19731529D+04 63.7839204 0.0313136 1.254 106.420 FS
295.325
3 -0.13787695D+04 594.3834176 0.3012354 0.796 125.110 EM
277.094
4 -0.12896577D+04 89.1117621 0.0646314 0.000 127.046 FS
275.954
5 -0.12373486D+04 52.3090871 0.0405604 0.000 129.507 FS
273.493
6 -0.11632030D+04 74.1456393 0.0599230 0.000 137.810 FS
265.190
7 -0.11132178D+04 49.9852361 0.0429721 0.000 153.699 FS
249.301
8 -0.10847583D+04 28.4594469 0.0255650 0.000 174.924 FS
228.076
9 -0.10740391D+04 10.7192007 0.0098816 0.000 192.047 FS
210.953
10 -0.10722911D+04 1.7480525 0.0016276 0.000 203.441 FS
199.559
11 -0.10722016D+04 0.0894892 0.0000835 0.000 209.974 FS
193.026
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 278
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11631687D+04 0.0000000 0.0000000 129.890 81.749 EM
191.361
2 -0.11128131D+04 50.3555573 0.0432917 117.130 75.024 EM
210.846
3 -0.10976180D+04 15.1950816 0.0136547 111.053 71.315 EM
220.632
4 -0.10887332D+04 8.8848361 0.0080947 107.650 69.877 EM
225.473
5 -0.10825366D+04 6.1965729 0.0056915 105.503 69.631 EM
227.865
6 -0.10782612D+04 4.2754729 0.0039495 104.114 69.988 EM
228.898
7 -0.10754052D+04 2.8559225 0.0026486 103.273 70.639 EM
229.088
8 -0.10735511D+04 1.8541220 0.0017241 102.858 71.405 EM
228.737
9 -0.10723707D+04 1.1804301 0.0010996 102.780 72.177 EM
228.044
10 -0.10716259D+04 0.7447950 0.0006945 102.962 72.893 EM
227.145
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 279
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.22626218D+04 0.0000000 0.0000000 0.019 366.952 EM
36.028
2 -0.14270467D+04 835.5750878 0.3692951 0.002 268.848 EM
134.150
3 -0.12184745D+04 208.5722477 0.1461566 0.000 185.308 EM
217.691
4 -0.11480278D+04 70.4466567 0.0578155 0.000 156.048 EM
246.952
5 -0.11240985D+04 23.9292776 0.0208438 0.000 148.170 EM
254.830
6 -0.11082934D+04 15.8051008 0.0140602 0.000 146.224 EM
256.776
7 -0.10965421D+04 11.7513810 0.0106031 0.000 146.419 EM
256.581
8 -0.10883358D+04 8.2062901 0.0074838 0.000 147.769 EM
255.231
9 -0.10829844D+04 5.3513262 0.0049170 0.000 149.826 EM
253.174
10 -0.10796458D+04 3.3386779 0.0030828 0.000 152.281 EM
250.719
11 -0.10775825D+04 2.0632205 0.0019110 0.000 154.907 EM
248.093
12 -0.10762772D+04 1.3053329 0.0012114 0.000 157.556 EM
245.444
13 -0.10754129D+04 0.8642828 0.0008030 0.001 160.140 EM
242.860
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 280
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14551069D+04 0.0000000 0.0000000 133.387 31.946 EM
237.668
2 -0.14173182D+04 37.7886485 0.0259697 33.655 252.767 FS
116.578
3 -0.11021016D+04 315.2166497 0.2224036 42.771 260.185 EM
100.044
4 -0.10815193D+04 20.5822749 0.0186755 45.843 265.249 EM
91.908
5 -0.10749792D+04 6.5400877 0.0060471 46.512 268.683 EM
87.805
6 -0.10730146D+04 1.9646161 0.0018276 46.509 270.926 EM
85.566
7 -0.10720739D+04 0.9407360 0.0008767 46.167 272.500 EM
84.334
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 281
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16712227D+04 0.0000000 0.0000000 4.582 125.926 EM
272.492
2 -0.14152435D+04 255.9792406 0.1531688 3.752 126.859 FS
272.390
3 -0.13425140D+04 72.7295128 0.0513901 1.318 129.142 FS
272.540
4 -0.11900397D+04 152.4742292 0.1135737 1.576 136.621 EM
264.803
5 -0.11555094D+04 34.5303424 0.0290161 2.446 135.398 EM
265.156
6 -0.11314269D+04 24.0824570 0.0208414 3.751 133.935 EM
265.315
7 -0.11119431D+04 19.4838658 0.0172206 5.423 133.182 EM
264.395
8 -0.10973598D+04 14.5833022 0.0131152 7.277 133.195 EM
262.529
9 -0.10872814D+04 10.0783172 0.0091842 9.080 133.915 EM
260.004
10 -0.10806424D+04 6.6390917 0.0061061 10.580 135.296 EM
257.123
11 -0.10763917D+04 4.2506139 0.0039334 11.605 137.283 EM
254.112
12 -0.10737005D+04 2.6912631 0.0025003 12.171 139.722 EM
251.107
13 -0.10719732D+04 1.7273239 0.0016088 12.418 142.400 EM
248.182
14 -0.10708290D+04 1.1441702 0.0010673 12.490 145.129 EM
245.381
15 -0.10700406D+04 0.7883839 0.0007362 12.491 147.787 EM
242.723
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 282
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14870779D+04 0.0000000 0.0000000 0.193 290.814 EM
111.993
2 -0.14443264D+04 42.7515040 0.0287487 0.000 289.774 FS
113.226
3 -0.12542766D+04 190.0498346 0.1315837 0.000 131.547 FS
271.453
4 -0.11728620D+04 81.4146056 0.0649096 0.000 142.760 FS
260.240
5 -0.11231392D+04 49.7228291 0.0423944 0.000 154.308 FS
248.692
6 -0.10871070D+04 36.0321818 0.0320817 0.000 178.690 FS
224.310
7 -0.10743866D+04 12.7203728 0.0117011 0.000 195.893 FS
207.107
8 -0.10723092D+04 2.0773808 0.0019336 0.000 204.977 FS
198.023
9 -0.10722029D+04 0.1063460 0.0000992 0.000 210.363 FS
192.637
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 283
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14766836D+04 0.0000000 0.0000000 134.040 16.146 EM
252.814
2 -0.13677502D+04 108.9334174 0.0737690 133.767 0.040 FS
269.192
3 -0.11180795D+04 249.6706399 0.1825411 157.788 0.016 EM
245.196
4 -0.11144256D+04 3.6539604 0.0032681 166.418 0.000 FS
236.582
5 -0.10861276D+04 28.2980268 0.0253925 185.988 0.000 FS
217.012
6 -0.10739241D+04 12.2034528 0.0112357 200.817 0.000 FS
202.183
7 -0.10722970D+04 1.6270586 0.0015151 205.133 0.000 FS
197.867
8 -0.10722069D+04 0.0901648 0.0000841 209.915 0.000 FS
193.085
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 284
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16666954D+04 0.0000000 0.0000000 43.737 111.485 EM
247.779
2 -0.16298704D+04 36.8250080 0.0220946 35.381 98.305 FS
269.314
3 -0.12945785D+04 335.2918717 0.2057169 53.667 91.414 EM
257.919
4 -0.11690553D+04 125.5231774 0.0969607 75.174 71.652 EM
256.174
5 -0.11057180D+04 63.3373569 0.0541782 93.220 55.923 EM
253.857
6 -0.10832536D+04 22.4644039 0.0203166 106.166 45.745 EM
251.089
7 -0.10765382D+04 6.7153902 0.0061993 114.716 39.944 EM
248.340
8 -0.10740504D+04 2.4878091 0.0023109 120.151 36.854 EM
245.994
9 -0.10730535D+04 0.9968660 0.0009281 123.596 35.286 EM
244.118
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 285
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18626977D+04 0.0000000 0.0000000 36.723 87.412 EM
278.865
2 -0.16384399D+04 224.2577314 0.1203941 35.146 88.685 FS
279.169
3 -0.12249314D+04 413.5085461 0.2523794 22.414 102.820 EM
277.765
4 -0.10921069D+04 132.8245426 0.1084343 19.787 112.264 EM
270.948
5 -0.10776974D+04 14.4094736 0.0131942 20.350 117.279 EM
265.370
6 -0.10748372D+04 2.8601768 0.0026540 21.497 120.072 EM
261.431
7 -0.10738283D+04 1.0088690 0.0009386 22.518 121.839 EM
258.643
8 -0.10733204D+04 0.5079180 0.0004730 23.334 123.106 EM
256.559
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 286
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15392802D+04 0.0000000 0.0000000 149.144 142.506 EM
111.350
2 -0.12242898D+04 314.9903740 0.2046349 52.598 135.383 FS
215.019
3 -0.12000514D+04 24.2383957 0.0197979 5.048 193.174 FS
204.778
4 -0.10977249D+04 102.3265327 0.0852685 6.383 196.280 EM
200.337
5 -0.10863598D+04 11.3650148 0.0103532 8.372 192.711 EM
201.916
6 -0.10794837D+04 6.8761054 0.0063295 10.164 187.650 EM
205.186
7 -0.10746975D+04 4.7862726 0.0044339 11.193 183.490 EM
208.317
8 -0.10717671D+04 2.9303765 0.0027267 11.560 180.811 EM
210.628
9 -0.10699686D+04 1.7984992 0.0016781 11.610 179.318 EM
212.072
10 -0.10688447D+04 1.1239111 0.0010504 11.550 178.615 EM
212.835
11 -0.10681466D+04 0.6980475 0.0006531 11.471 178.414 EM
213.116
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 287
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12641262D+04 0.0000000 0.0000000 118.311 37.664 EM
247.025
2 -0.12209108D+04 43.2153410 0.0341859 139.867 1.664 FS
261.469
3 -0.11772965D+04 43.6143486 0.0357228 136.841 1.814 EM
264.344
4 -0.11493152D+04 27.9812821 0.0237674 135.313 2.000 EM
265.687
5 -0.11267833D+04 22.5318631 0.0196046 135.187 2.193 EM
265.619
6 -0.11089346D+04 17.8487595 0.0158405 136.244 2.375 EM
264.381
7 -0.10961245D+04 12.8100665 0.0115517 138.232 2.540 EM
262.228
8 -0.10877423D+04 8.3821856 0.0076471 140.850 2.696 EM
259.454
9 -0.10825638D+04 5.1785273 0.0047608 143.794 2.859 EM
256.347
10 -0.10794001D+04 3.1636602 0.0029224 146.816 3.047 EM
253.137
11 -0.10774049D+04 1.9952519 0.0018485 149.747 3.275 EM
249.978
12 -0.10760668D+04 1.3381335 0.0012420 152.486 3.554 EM
246.959
13 -0.10751019D+04 0.9648185 0.0008966 154.989 3.886 EM
244.125
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 288
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19621939D+04 0.0000000 0.0000000 2.926 141.870 EM
258.204
2 -0.17962381D+04 165.9558400 0.0845767 6.243 138.269 FS
258.488
3 -0.11580528D+04 638.1853105 0.3552899 2.330 150.436 EM
250.233
4 -0.11316997D+04 26.3530807 0.0227564 1.067 150.727 EM
251.206
5 -0.11138776D+04 17.8220532 0.0157480 0.639 149.324 EM
253.037
6 -0.11005478D+04 13.3298669 0.0119671 0.513 148.654 EM
253.833
7 -0.10908769D+04 9.6708529 0.0087873 0.537 149.028 EM
253.436
8 -0.10842643D+04 6.6126453 0.0060618 0.628 150.262 EM
252.110
9 -0.10800121D+04 4.2521790 0.0039217 0.713 152.118 EM
250.169
10 -0.10773803D+04 2.6317488 0.0024368 0.770 154.355 EM
247.875
11 -0.10757481D+04 1.6322113 0.0015150 0.806 156.770 EM
245.424
12 -0.10747024D+04 1.0457298 0.0009721 0.832 159.219 EM
242.948
13 -0.10739989D+04 0.7034616 0.0006546 0.852 161.620 EM
240.528
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 289
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12088215D+04 0.0000000 0.0000000 147.494 39.126 EM
216.380
2 -0.11084252D+04 100.3963309 0.0830531 130.199 43.506 EM
229.294
3 -0.10953324D+04 13.0927968 0.0118121 119.609 47.621 EM
235.770
4 -0.10865982D+04 8.7342025 0.0079740 112.336 51.826 EM
238.838
5 -0.10808730D+04 5.7252126 0.0052689 107.131 55.748 EM
240.121
6 -0.10770930D+04 3.7799997 0.0034972 103.585 59.068 EM
240.347
7 -0.10749187D+04 2.1743199 0.0020187 101.254 61.849 EM
239.897
8 -0.10734893D+04 1.4294241 0.0013298 99.858 64.067 EM
239.075
9 -0.10726886D+04 0.8006664 0.0007459 99.095 65.891 EM
238.014
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 290
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12596239D+04 0.0000000 0.0000000 33.953 100.577 EM
268.470
2 -0.11690351D+04 90.5887268 0.0719173 59.460 74.110 FS
269.430
3 -0.11049254D+04 64.1097142 0.0548399 0.115 261.179 FS
141.707
4 -0.11021479D+04 2.7775293 0.0025138 0.000 259.956 FS
143.044
5 -0.10770875D+04 25.0604318 0.0227378 0.000 257.151 EM
145.849
6 -0.10735934D+04 3.4940219 0.0032440 0.000 254.557 EM
148.443
7 -0.10731943D+04 0.3991116 0.0003718 0.000 252.492 EM
150.508
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 291
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12888954D+04 0.0000000 0.0000000 12.228 294.371 EM
96.401
2 -0.11970850D+04 91.8103903 0.0712318 9.983 249.501 EM
143.516
3 -0.11555065D+04 41.5784755 0.0347331 10.126 214.638 EM
178.236
4 -0.11323480D+04 23.1585470 0.0200419 11.693 190.199 EM
201.108
5 -0.11153876D+04 16.9603307 0.0149780 14.332 173.520 EM
215.148
6 -0.11019772D+04 13.4104154 0.0120231 17.667 161.618 EM
223.715
7 -0.10918233D+04 10.1539368 0.0092143 21.301 152.718 EM
228.980
8 -0.10845461D+04 7.2771742 0.0066652 24.870 146.011 EM
232.119
9 -0.10796149D+04 4.9311913 0.0045468 28.106 141.077 EM
233.817
10 -0.10764473D+04 3.1675783 0.0029340 30.865 137.594 EM
234.541
11 -0.10745058D+04 1.9415189 0.0018036 33.109 135.259 EM
234.632
12 -0.10733586D+04 1.1471871 0.0010676 34.868 133.799 EM
234.333
13 -0.10726965D+04 0.6620983 0.0006168 36.207 132.985 EM
233.809
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 292
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.23479544D+04 0.0000000 0.0000000 2.260 114.122 EM
286.618
2 -0.20604645D+04 287.4898934 0.1224427 2.744 113.632 FS
286.623
3 -0.17160618D+04 344.4027500 0.1671481 87.064 35.412 FS
280.524
4 -0.16714929D+04 44.5688882 0.0259716 123.338 0.001 FS
279.661
5 -0.15507745D+04 120.7184420 0.0722219 123.867 0.000 FS
279.133
6 -0.15506960D+04 0.0784528 0.0000506 123.848 0.000 FS
279.152
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 293
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17505028D+04 0.0000000 0.0000000 101.481 26.486 EM
275.033
2 -0.16634582D+04 87.0445631 0.0497255 20.363 158.289 FS
224.348
3 -0.15683479D+04 95.1102538 0.0571762 4.964 124.093 FS
273.944
4 -0.14656627D+04 102.6852535 0.0654735 0.019 131.302 FS
271.680
5 -0.11796596D+04 286.0031186 0.1951357 0.016 141.183 EM
261.802
6 -0.11193106D+04 60.3489512 0.0511579 0.024 142.073 EM
260.903
7 -0.10978529D+04 21.4577476 0.0191705 0.049 143.139 EM
259.812
8 -0.10885121D+04 9.3407746 0.0085082 0.168 145.015 EM
257.818
9 -0.10824543D+04 6.0578529 0.0055653 0.601 147.155 EM
255.244
10 -0.10781512D+04 4.3030099 0.0039752 0.903 149.690 EM
252.407
11 -0.10758171D+04 2.3341239 0.0021649 0.943 152.584 EM
249.474
12 -0.10744086D+04 1.4085502 0.0013093 0.949 155.492 EM
246.560
13 -0.10734759D+04 0.9326854 0.0008681 0.951 158.292 EM
243.757
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 294
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16365905D+04 0.0000000 0.0000000 79.918 49.259 EM
273.823
2 -0.15576639D+04 78.9266031 0.0482262 103.938 22.488 FS
276.574
3 -0.12508905D+04 306.7734075 0.1969445 60.588 72.578 EM
269.834
4 -0.11242169D+04 126.6735604 0.1012667 28.991 109.386 EM
264.623
5 -0.10873018D+04 36.9151306 0.0328363 20.072 123.900 EM
259.028
6 -0.10785872D+04 8.7146348 0.0080149 17.672 127.934 EM
257.394
7 -0.10756058D+04 2.9813914 0.0027642 17.441 128.675 EM
256.885
8 -0.10743256D+04 1.2801976 0.0011902 17.914 128.664 EM
256.422
9 -0.10737363D+04 0.5892871 0.0005485 18.554 128.647 EM
255.798
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 295
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17047908D+04 0.0000000 0.0000000 235.164 8.934 EM
158.902
2 -0.12106479D+04 494.1428407 0.2898554 159.241 5.953 EM
237.806
3 -0.11118474D+04 98.8005366 0.0816096 144.729 3.572 EM
254.699
4 -0.10919417D+04 19.9057401 0.0179033 144.183 2.376 EM
256.441
5 -0.10847486D+04 7.1930859 0.0065874 146.370 1.713 EM
254.917
6 -0.10807308D+04 4.0177420 0.0037038 149.237 1.269 EM
252.494
7 -0.10780910D+04 2.6398125 0.0024426 152.060 1.142 EM
249.799
8 -0.10762287D+04 1.8623387 0.0017274 154.635 1.295 EM
247.070
9 -0.10753317D+04 0.8969604 0.0008334 157.115 1.421 EM
244.463
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 296
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14835935D+04 0.0000000 0.0000000 0.000 147.958 EM
255.042
2 -0.13837514D+04 99.8420091 0.0672974 0.000 145.269 FS
257.731
3 -0.12255931D+04 158.1583370 0.1142968 0.000 133.198 EM
269.802
4 -0.11884805D+04 37.1126443 0.0302814 0.000 131.707 EM
271.293
5 -0.11566119D+04 31.8685387 0.0268145 0.000 132.036 EM
270.964
6 -0.11293881D+04 27.2238443 0.0235376 0.000 133.427 EM
269.573
7 -0.11089490D+04 20.4390825 0.0180975 0.000 135.729 EM
267.271
8 -0.10953748D+04 13.5741891 0.0122406 0.000 138.731 EM
264.269
9 -0.10870965D+04 8.2783130 0.0075575 0.000 142.150 EM
260.850
10 -0.10822232D+04 4.8732811 0.0044828 0.000 145.718 EM
257.282
11 -0.10793217D+04 2.9014722 0.0026810 0.000 149.243 EM
253.757
12 -0.10775184D+04 1.8033954 0.0016709 0.000 152.614 EM
250.386
13 -0.10763330D+04 1.1853901 0.0011001 0.000 155.779 EM
247.221
14 -0.10755101D+04 0.8228348 0.0007645 0.000 158.724 EM
244.276
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 297
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12962615D+04 0.0000000 0.0000000 3.438 392.319 EM
7.242
2 -0.10945819D+04 201.6795275 0.1555855 3.646 390.672 EM
8.682
3 -0.10896932D+04 4.8887302 0.0044663 3.877 389.068 EM
10.056
4 -0.10861491D+04 3.5440969 0.0032524 4.115 387.541 EM
11.344
5 -0.10834597D+04 2.6894306 0.0024761 4.351 386.110 EM
12.540
6 -0.10813854D+04 2.0742816 0.0019145 4.581 384.779 EM
13.640
7 -0.10797720D+04 1.6133770 0.0014920 4.805 383.547 EM
14.648
8 -0.10785147D+04 1.2573031 0.0011644 5.024 382.407 EM
15.569
9 -0.10775377D+04 0.9770104 0.0009059 5.239 381.352 EM
16.409
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 298
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16610887D+04 0.0000000 0.0000000 112.285 59.140 EM
231.575
2 -0.15458352D+04 115.2534320 0.0693843 231.545 37.972 FS
133.483
3 -0.11403236D+04 405.5116177 0.2623253 196.983 47.967 EM
158.050
4 -0.11190631D+04 21.2604907 0.0186443 167.183 57.720 EM
178.097
5 -0.11041338D+04 14.9293002 0.0133409 142.834 66.819 EM
193.346
6 -0.10939643D+04 10.1695443 0.0092104 123.733 74.933 EM
204.334
7 -0.10869685D+04 6.9957652 0.0063949 109.243 81.724 EM
212.033
8 -0.10822478D+04 4.7207551 0.0043430 98.496 87.107 EM
217.397
9 -0.10791073D+04 3.1404909 0.0029018 90.632 91.212 EM
221.155
10 -0.10770148D+04 2.0924324 0.0019390 84.919 94.262 EM
223.819
11 -0.10755977D+04 1.4171890 0.0013158 80.790 96.483 EM
225.727
12 -0.10746143D+04 0.9833942 0.0009143 77.820 98.079 EM
227.101
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 299
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.23165177D+04 0.0000000 0.0000000 2.442 121.644 EM
278.914
2 -0.19742872D+04 342.2304817 0.1477349 2.435 121.658 FS
278.908
3 -0.17285213D+04 245.7658746 0.1244833 2.305 121.787 FS
278.908
4 -0.16573262D+04 71.1951231 0.0411885 2.103 121.988 FS
278.909
5 -0.15515573D+04 105.7688598 0.0638190 0.000 124.325 FS
278.675
6 -0.14522409D+04 99.3163898 0.0640108 0.000 125.565 FS
277.435
7 -0.13641766D+04 88.0643127 0.0606403 0.000 129.115 FS
273.885
8 -0.12892933D+04 74.8833518 0.0548927 0.000 139.572 FS
263.428
9 -0.12337126D+04 55.5807184 0.0431094 0.000 164.134 FS
238.866
10 -0.11962989D+04 37.4136259 0.0303260 0.000 194.455 FS
208.545
11 -0.11676687D+04 28.6302144 0.0239323 0.000 200.210 FS
202.790
12 -0.11429125D+04 24.7562354 0.0212014 0.000 190.670 FS
212.330
13 -0.11217333D+04 21.1792275 0.0185309 0.000 184.456 FS
218.544
14 -0.11046670D+04 17.0662599 0.0152142 0.000 180.910 FS
222.090
15 -0.10919029D+04 12.7641265 0.0115547 0.000 179.968 FS
223.032
16 -0.10830353D+04 8.8676262 0.0081213 0.000 181.968 FS
221.032
17 -0.10773059D+04 5.7293048 0.0052900 0.000 187.325 FS
215.675
18 -0.10740346D+04 3.2713764 0.0030366 0.000 195.831 FS
207.169
19 -0.10726195D+04 1.4150304 0.0013175 0.000 205.310 FS
197.690
20 -0.10722549D+04 0.3646529 0.0003400 0.000 211.228 FS
191.772
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 300
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16030594D+04 0.0000000 0.0000000 28.924 95.130 EM
278.946
2 -0.11918270D+04 411.2324044 0.2565297 9.047 116.416 EM
277.537
3 -0.11523646D+04 39.4623212 0.0331108 0.035 126.323 FS
276.642
4 -0.11049890D+04 47.3756282 0.0411117 0.023 131.391 EM
271.586
5 -0.10903554D+04 14.6336007 0.0132432 0.021 136.408 EM
266.571
6 -0.10837669D+04 6.5884833 0.0060425 0.023 141.259 EM
261.718
7 -0.10802558D+04 3.5111266 0.0032397 0.031 145.724 EM
257.245
8 -0.10781379D+04 2.1179001 0.0019606 0.061 149.744 EM
253.195
9 -0.10766791D+04 1.4588130 0.0013531 0.179 153.270 EM
249.551
10 -0.10753382D+04 1.3409003 0.0012454 0.591 156.114 EM
246.295
11 -0.10737855D+04 1.5526400 0.0014439 1.255 158.273 EM
243.473
12 -0.10727403D+04 1.0452431 0.0009734 1.608 160.311 EM
241.081
13 -0.10722627D+04 0.4775560 0.0004452 1.705 162.373 EM
238.921
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 301
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12116515D+04 0.0000000 0.0000000 243.910 39.553 EM
119.537
2 -0.11406594D+04 70.9921208 0.0585912 215.048 44.349 EM
143.603
3 -0.11214569D+04 19.2025490 0.0168346 193.294 48.070 EM
161.635
4 -0.11085544D+04 12.9024088 0.0115050 177.224 50.995 EM
174.781
5 -0.10982166D+04 10.3378405 0.0093255 165.646 53.093 EM
184.261
6 -0.10895863D+04 8.6303187 0.0078585 157.665 54.230 EM
191.105
7 -0.10831551D+04 6.4311661 0.0059024 152.031 54.964 EM
196.005
8 -0.10783057D+04 4.8493789 0.0044771 148.382 55.252 EM
199.366
9 -0.10761211D+04 2.1846381 0.0020260 146.070 55.478 EM
201.452
10 -0.10740485D+04 2.0726188 0.0019260 144.883 55.347 EM
202.769
11 -0.10735398D+04 0.5086622 0.0004736 144.357 55.056 EM
203.587
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 302
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16485980D+04 0.0000000 0.0000000 0.000 133.170 EM
269.830
2 -0.15544165D+04 94.1815775 0.0571283 0.002 132.852 FS
270.146
3 -0.13454398D+04 208.9766680 0.1344406 0.002 133.590 EM
269.407
4 -0.12227243D+04 122.7155117 0.0912085 0.005 132.760 EM
270.236
5 -0.11506040D+04 72.1202686 0.0589833 0.010 133.224 EM
269.765
6 -0.11167108D+04 33.8932149 0.0294569 0.020 134.923 EM
268.057
7 -0.10997285D+04 16.9822476 0.0152074 0.035 137.579 EM
265.385
8 -0.10896797D+04 10.0488891 0.0091376 0.057 140.823 EM
262.120
9 -0.10837265D+04 5.9531137 0.0054632 0.087 144.319 EM
258.594
10 -0.10802013D+04 3.5252113 0.0032529 0.133 147.821 EM
255.046
11 -0.10780243D+04 2.1769993 0.0020154 0.214 151.166 EM
251.620
12 -0.10765645D+04 1.4598329 0.0013542 0.372 154.238 EM
248.390
13 -0.10754609D+04 1.1035521 0.0010251 0.673 156.943 EM
245.384
14 -0.10745173D+04 0.9436405 0.0008774 1.174 159.218 EM
242.608
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 303
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16484504D+04 0.0000000 0.0000000 113.390 18.631 EM
270.980
2 -0.13627897D+04 285.6607045 0.1732904 79.887 47.391 EM
275.722
3 -0.12022910D+04 160.4986954 0.1177722 45.664 83.513 EM
273.822
4 -0.11179044D+04 84.3866060 0.0701882 25.520 107.687 EM
269.794
5 -0.10879715D+04 29.9329200 0.0267759 17.228 120.782 EM
264.990
6 -0.10790084D+04 8.9630816 0.0082383 14.287 128.257 EM
260.455
7 -0.10759578D+04 3.0506298 0.0028273 13.422 132.954 EM
256.623
8 -0.10745783D+04 1.3794585 0.0012821 13.344 136.174 EM
253.482
9 -0.10737599D+04 0.8184443 0.0007616 13.542 138.589 EM
250.869
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 304
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16630126D+04 0.0000000 0.0000000 58.861 64.776 EM
279.362
2 -0.15155781D+04 147.4345573 0.0886551 41.000 82.985 FS
279.015
3 -0.11357499D+04 379.8281569 0.2506160 12.080 117.441 EM
273.479
4 -0.11185529D+04 17.1970418 0.0151416 0.002 132.185 FS
270.813
5 -0.10905885D+04 27.9643606 0.0250005 0.001 137.326 EM
265.672
6 -0.10831740D+04 7.4145177 0.0067986 0.001 142.367 EM
260.631
7 -0.10795020D+04 3.6719357 0.0033900 0.001 147.126 EM
255.873
8 -0.10774914D+04 2.0106490 0.0018626 0.001 151.372 EM
251.627
9 -0.10762552D+04 1.2361984 0.0011473 0.001 155.119 EM
247.879
10 -0.10754263D+04 0.8288497 0.0007701 0.001 158.441 EM
244.557
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 305
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.20473269D+04 0.0000000 0.0000000 2.111 173.518 EM
227.371
2 -0.17013507D+04 345.9761699 0.1689892 2.013 179.054 FS
221.932
3 -0.14627615D+04 238.5891506 0.1402351 4.185 176.638 FS
222.178
4 -0.12042925D+04 258.4689899 0.1766993 1.278 149.305 EM
252.417
5 -0.11685681D+04 35.7244017 0.0296642 0.710 141.133 EM
261.158
6 -0.11429048D+04 25.6633046 0.0219613 0.539 138.843 EM
263.619
7 -0.11218843D+04 21.0205620 0.0183922 0.488 138.595 EM
263.917
8 -0.11054299D+04 16.4543457 0.0146667 0.509 139.606 EM
262.885
9 -0.10936513D+04 11.7786660 0.0106553 0.578 141.535 EM
260.886
10 -0.10859362D+04 7.7150329 0.0070544 0.657 144.100 EM
258.244
11 -0.10811545D+04 4.7817029 0.0044033 0.725 147.025 EM
255.250
12 -0.10782359D+04 2.9186299 0.0026995 0.778 150.088 EM
252.134
13 -0.10764179D+04 1.8179757 0.0016861 0.816 153.134 EM
249.050
14 -0.10752344D+04 1.1835734 0.0010995 0.844 156.070 EM
246.086
15 -0.10744219D+04 0.8124850 0.0007556 0.867 158.850 EM
243.284
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 306
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.27893605D+04 0.0000000 0.0000000 90.707 30.448 EM
281.845
2 -0.23470624D+04 442.2981041 0.1585661 78.077 44.783 FS
280.140
3 -0.20768573D+04 270.2050546 0.1151248 74.377 48.812 FS
279.812
4 -0.18022718D+04 274.5855003 0.1322120 76.516 46.893 FS
279.591
5 -0.16948480D+04 107.4238810 0.0596047 83.048 40.631 FS
279.321
6 -0.15422178D+04 152.6301261 0.0900554 58.593 66.070 FS
278.337
7 -0.14421092D+04 100.1086278 0.0649121 46.362 80.246 FS
276.392
8 -0.13549940D+04 87.1151900 0.0604082 50.093 82.573 FS
270.334
9 -0.12820256D+04 72.9684141 0.0538515 63.016 87.738 FS
252.246
10 -0.12302136D+04 51.8119863 0.0404142 78.046 118.227 FS
206.727
11 -0.11924096D+04 37.8040515 0.0307297 74.524 172.305 FS
156.171
12 -0.11633168D+04 29.0927586 0.0243983 36.914 208.449 FS
157.637
13 -0.11360024D+04 27.3144081 0.0234798 40.858 176.342 FS
185.800
14 -0.11148327D+04 21.1697347 0.0186353 61.136 154.096 FS
187.768
15 -0.10963804D+04 18.4522528 0.0165516 50.855 143.704 FS
208.442
16 -0.10837347D+04 12.6457205 0.0115341 52.638 143.804 FS
206.559
17 -0.10764653D+04 7.2693811 0.0067077 51.771 148.199 FS
203.030
18 -0.10729955D+04 3.4698098 0.0032233 39.704 161.233 FS
202.063
19 -0.10711062D+04 1.8892884 0.0017608 27.507 174.070 FS
201.424
20 -0.10702588D+04 0.8473736 0.0007911 28.642 182.521 FS
191.837
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 307
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15802504D+04 0.0000000 0.0000000 3.120 122.783 EM
277.097
2 -0.14344337D+04 145.8166722 0.0922744 6.083 119.905 FS
277.012
3 -0.12558197D+04 178.6140257 0.1245188 14.384 113.817 EM
274.798
4 -0.11782642D+04 77.5554686 0.0617569 27.821 101.551 EM
273.628
5 -0.11346706D+04 43.5936170 0.0369982 40.316 92.043 EM
270.640
6 -0.11079602D+04 26.7103699 0.0235402 52.252 83.917 EM
266.831
7 -0.10910304D+04 16.9298690 0.0152802 63.479 76.561 EM
262.960
8 -0.10815783D+04 9.4520345 0.0086634 72.826 70.949 EM
259.225
9 -0.10767875D+04 4.7907872 0.0044294 79.934 67.144 EM
255.922
10 -0.10744417D+04 2.3457880 0.0021785 85.063 64.742 EM
253.195
11 -0.10732897D+04 1.1520092 0.0010722 88.655 63.315 EM
251.031
12 -0.10727123D+04 0.5774871 0.0005381 91.127 62.532 EM
249.341
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 308
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16467879D+04 0.0000000 0.0000000 199.725 7.077 EM
196.199
2 -0.14000101D+04 246.7777852 0.1498540 238.629 0.000 FS
164.371
3 -0.11822880D+04 217.7220661 0.1555146 284.596 0.000 FS
118.404
4 -0.10733555D+04 108.9325138 0.0921370 282.782 0.000 EM
120.218
5 -0.10731619D+04 0.1935855 0.0001804 281.586 0.000 EM
121.414
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 309
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13270431D+04 0.0000000 0.0000000 48.278 86.530 EM
268.192
2 -0.11618291D+04 165.2140081 0.1244979 25.054 115.676 EM
262.270
3 -0.11173756D+04 44.4534933 0.0382616 12.050 130.728 EM
260.222
4 -0.10962996D+04 21.0759221 0.0188620 6.382 138.456 EM
258.162
5 -0.10859052D+04 10.3944746 0.0094814 4.000 143.352 EM
255.648
6 -0.10806045D+04 5.3006943 0.0048814 2.992 147.188 EM
252.820
7 -0.10777243D+04 2.8801899 0.0026654 2.610 150.509 EM
249.881
8 -0.10760030D+04 1.7213075 0.0015972 2.557 153.461 EM
246.981
9 -0.10748591D+04 1.1438394 0.0010630 2.697 156.095 EM
244.208
10 -0.10740343D+04 0.8248034 0.0007674 2.944 158.459 EM
241.597
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 310
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16470690D+04 0.0000000 0.0000000 123.498 5.086 EM
274.416
2 -0.11142910D+04 532.7780061 0.3234704 129.002 7.144 EM
266.854
3 -0.10986421D+04 15.6488387 0.0140438 130.009 9.280 EM
263.711
4 -0.10887208D+04 9.9213396 0.0090305 131.003 11.511 EM
260.486
5 -0.10826996D+04 6.0211503 0.0055305 132.220 13.753 EM
257.027
6 -0.10791152D+04 3.5844435 0.0033107 133.528 15.930 EM
253.542
7 -0.10769448D+04 2.1703590 0.0020112 134.808 17.995 EM
250.198
8 -0.10755766D+04 1.3682231 0.0012705 135.989 19.924 EM
247.087
9 -0.10746721D+04 0.9045698 0.0008410 137.040 21.713 EM
244.247
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 311
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12760007D+04 0.0000000 0.0000000 2.419 210.393 EM
190.188
2 -0.11353141D+04 140.6866315 0.1102559 0.961 197.681 EM
204.358
3 -0.11177889D+04 17.5251042 0.0154363 0.581 187.639 EM
214.779
4 -0.11044114D+04 13.3775126 0.0119678 0.517 180.352 EM
222.131
5 -0.10941786D+04 10.2328358 0.0092654 0.556 175.317 EM
227.126
6 -0.10866803D+04 7.4983475 0.0068529 0.622 172.118 EM
230.260
7 -0.10814455D+04 5.2347323 0.0048172 0.688 170.369 EM
231.944
8 -0.10779720D+04 3.4735477 0.0032119 0.751 169.709 EM
232.540
9 -0.10757684D+04 2.2035246 0.0020441 0.813 169.823 EM
232.363
10 -0.10744115D+04 1.3569581 0.0012614 0.873 170.459 EM
231.667
11 -0.10735812D+04 0.8302586 0.0007728 0.933 171.425 EM
230.642
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 312
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18241409D+04 0.0000000 0.0000000 5.665 116.145 EM
281.191
2 -0.16612919D+04 162.8490115 0.0892744 4.904 117.377 FS
280.719
3 -0.15888856D+04 72.4063197 0.0435843 21.091 102.663 FS
279.246
4 -0.14751399D+04 113.7457233 0.0715884 16.608 107.843 FS
278.550
5 -0.13779201D+04 97.2197787 0.0659055 10.576 114.662 FS
277.762
6 -0.12817862D+04 96.1339282 0.0697674 3.926 121.398 FS
277.676
7 -0.12137286D+04 68.0576108 0.0530959 0.027 127.733 FS
275.240
8 -0.11831632D+04 30.5654039 0.0251831 0.000 133.045 FS
269.955
9 -0.11359647D+04 47.1984134 0.0398917 0.000 144.626 FS
258.374
10 -0.10977512D+04 38.2135636 0.0336397 0.000 169.213 FS
233.787
11 -0.10820083D+04 15.7428977 0.0143410 0.000 193.126 FS
209.874
12 -0.10756806D+04 6.3277214 0.0058481 0.000 201.106 FS
201.894
13 -0.10731338D+04 2.5467985 0.0023676 0.000 206.186 FS
196.814
14 -0.10723606D+04 0.7731969 0.0007205 0.000 211.091 FS
191.909
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 313
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13092045D+04 0.0000000 0.0000000 74.191 59.503 EM
269.306
2 -0.12650152D+04 44.1892473 0.0337527 36.763 109.144 FS
257.093
3 -0.11145536D+04 150.4616608 0.1189406 38.851 106.917 EM
257.232
4 -0.10955849D+04 18.9686264 0.0170190 44.894 101.382 EM
256.723
5 -0.10857920D+04 9.7929380 0.0089385 51.334 96.148 EM
255.518
6 -0.10799431D+04 5.8488770 0.0053867 57.218 92.051 EM
253.730
7 -0.10765975D+04 3.3456063 0.0030979 62.144 89.133 EM
251.723
8 -0.10747212D+04 1.8762951 0.0017428 66.058 87.176 EM
249.766
9 -0.10736674D+04 1.0537789 0.0009805 69.070 85.937 EM
247.993
10 -0.10730668D+04 0.6006842 0.0005595 71.339 85.214 EM
246.446
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 314
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.26427722D+04 0.0000000 0.0000000 0.000 125.218 EM
277.782
2 -0.26424140D+04 0.3581886 0.0001355 0.000 125.227 FS
277.773
3 -0.22372325D+04 405.1815295 0.1533376 0.000 125.245 FS
277.755
4 -0.18477091D+04 389.5233965 0.1741095 0.000 125.232 FS
277.768
5 -0.15089560D+04 338.7531366 0.1833368 0.000 125.120 FS
277.880
6 -0.13007656D+04 208.1903679 0.1379698 0.000 124.837 FS
278.163
7 -0.11277449D+04 173.0207241 0.1330145 0.000 128.877 EM
274.123
8 -0.11108414D+04 16.9035036 0.0149888 0.000 132.963 FS
270.037
9 -0.10821972D+04 28.6441564 0.0257860 0.000 148.950 FS
254.050
10 -0.10738565D+04 8.3406930 0.0077072 0.000 177.125 FS
225.875
11 -0.10723568D+04 1.4997062 0.0013966 0.000 201.917 FS
201.083
12 -0.10722100D+04 0.1468543 0.0001369 0.000 209.378 FS
193.622
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 315
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16306524D+04 0.0000000 0.0000000 48.097 336.678 EM
18.225
2 -0.13449811D+04 285.6712751 0.1751883 32.712 349.828 FS
20.460
3 -0.11775306D+04 167.4505417 0.1245003 9.316 339.696 FS
53.987
4 -0.11195563D+04 57.9742744 0.0492338 11.387 317.481 EM
74.132
5 -0.10985982D+04 20.9580910 0.0187200 13.116 298.855 EM
91.029
6 -0.10886031D+04 9.9950744 0.0090980 14.608 284.284 EM
104.107
7 -0.10827051D+04 5.8980395 0.0054180 15.981 273.156 EM
113.863
8 -0.10787740D+04 3.9311333 0.0036308 17.343 264.585 EM
121.072
9 -0.10757311D+04 3.0428207 0.0028206 18.798 257.766 EM
126.436
10 -0.10729579D+04 2.7731935 0.0025780 20.378 252.131 EM
130.491
11 -0.10705933D+04 2.3646624 0.0022039 21.931 247.461 EM
133.608
12 -0.10690574D+04 1.5358712 0.0014346 23.262 243.698 EM
136.041
13 -0.10682290D+04 0.8283945 0.0007749 24.297 240.719 EM
137.983
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 316
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13599449D+04 0.0000000 0.0000000 21.604 131.709 EM
249.687
2 -0.12888595D+04 71.0854653 0.0522708 8.695 146.570 FS
247.735
3 -0.11464361D+04 142.4233377 0.1105034 16.326 134.483 EM
252.191
4 -0.11207699D+04 25.6661932 0.0223878 26.400 121.349 EM
255.252
5 -0.11025212D+04 18.2487502 0.0162823 36.337 110.281 EM
256.382
6 -0.10903147D+04 12.2064667 0.0110714 44.752 102.306 EM
255.941
7 -0.10828539D+04 7.4608301 0.0068428 51.300 97.099 EM
254.601
8 -0.10784945D+04 4.3593700 0.0040258 56.216 93.882 EM
252.903
9 -0.10759952D+04 2.4993437 0.0023174 59.863 91.982 EM
251.155
10 -0.10745623D+04 1.4329233 0.0013317 62.570 90.932 EM
249.499
11 -0.10737243D+04 0.8379485 0.0007798 64.592 90.422 EM
247.986
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 317
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13615463D+04 0.0000000 0.0000000 385.530 4.421 EM
13.049
2 -0.11174878D+04 244.0584212 0.1792509 388.205 3.793 EM
11.002
3 -0.10957320D+04 21.7557974 0.0194685 389.572 3.405 EM
10.023
4 -0.10867640D+04 8.9680367 0.0081845 390.371 3.146 EM
9.484
5 -0.10821238D+04 4.6401665 0.0042697 390.881 2.960 EM
9.159
6 -0.10794639D+04 2.6599122 0.0024580 391.223 2.824 EM
8.953
7 -0.10778476D+04 1.6163460 0.0014974 391.458 2.724 EM
8.818
8 -0.10768278D+04 1.0197718 0.0009461 391.618 2.650 EM
8.732
9 -0.10761671D+04 0.6607138 0.0006136 391.724 2.596 EM
8.680
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 318
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15506343D+04 0.0000000 0.0000000 117.807 40.038 EM
245.155
2 -0.13906809D+04 159.9534377 0.1031535 133.172 14.945 FS
254.883
3 -0.11339671D+04 256.7137732 0.1845957 128.689 12.484 EM
261.827
4 -0.11134396D+04 20.5275117 0.0181024 128.791 11.868 EM
262.341
5 -0.10989890D+04 14.4506448 0.0129784 129.923 11.960 EM
261.117
6 -0.10891220D+04 9.8669378 0.0089782 131.629 12.362 EM
259.009
7 -0.10827773D+04 6.3447546 0.0058256 133.756 12.874 EM
256.369
8 -0.10788315D+04 3.9457739 0.0036441 136.149 13.395 EM
253.456
9 -0.10763749D+04 2.4566549 0.0022771 138.664 13.878 EM
250.458
10 -0.10747998D+04 1.5750792 0.0014633 141.192 14.312 EM
247.496
11 -0.10737436D+04 1.0562202 0.0009827 143.661 14.697 EM
244.642
12 -0.10730002D+04 0.7433569 0.0006923 146.028 15.041 EM
241.931
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 319
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12865873D+04 0.0000000 0.0000000 34.372 120.749 EM
247.879
2 -0.11344544D+04 152.1329777 0.1182454 44.840 108.513 EM
249.647
3 -0.11081310D+04 26.3233742 0.0232036 56.674 94.399 EM
251.927
4 -0.10946157D+04 13.5153124 0.0121965 67.350 82.815 EM
252.836
5 -0.10858782D+04 8.7374245 0.0079822 76.274 74.128 EM
252.597
6 -0.10803916D+04 5.4866737 0.0050528 83.252 67.957 EM
251.790
7 -0.10771016D+04 3.2899312 0.0030451 88.380 63.804 EM
250.816
8 -0.10751858D+04 1.9158366 0.0017787 91.944 61.179 EM
249.877
9 -0.10740783D+04 1.1074554 0.0010300 94.296 59.655 EM
249.049
10 -0.10734279D+04 0.6504211 0.0006056 95.770 58.888 EM
248.342
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 320
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18679004D+04 0.0000000 0.0000000 103.294 44.333 EM
255.373
2 -0.17861762D+04 81.7242046 0.0437519 112.066 21.438 FS
269.495
3 -0.16700815D+04 116.0946474 0.0649962 127.651 0.001 FS
275.348
4 -0.15561833D+04 113.8982488 0.0681992 129.162 0.000 FS
273.838
5 -0.14688765D+04 87.3067743 0.0561031 135.707 0.000 FS
267.293
6 -0.13884627D+04 80.4138463 0.0547451 150.955 0.000 FS
252.045
7 -0.13042138D+04 84.2488664 0.0606778 178.969 0.000 FS
224.031
8 -0.12379131D+04 66.3006713 0.0508357 211.630 0.000 FS
191.370
9 -0.11787140D+04 59.1990898 0.0478217 227.120 0.000 FS
175.880
10 -0.11300392D+04 48.6747989 0.0412948 216.745 0.000 FS
186.255
11 -0.10954489D+04 34.5902855 0.0306098 200.918 0.000 FS
202.082
12 -0.10773069D+04 18.1420656 0.0165613 194.453 0.000 FS
208.547
13 -0.10725501D+04 4.7568107 0.0044155 198.985 0.000 FS
204.015
14 -0.10722057D+04 0.3443564 0.0003211 208.123 0.000 FS
194.877
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 321
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16912705D+04 0.0000000 0.0000000 29.151 94.761 EM
279.088
2 -0.15134619D+04 177.8086637 0.1051332 39.070 85.218 FS
278.712
3 -0.14027612D+04 110.7006720 0.0731440 44.280 80.682 FS
278.037
4 -0.10970798D+04 305.6813969 0.2179141 58.351 77.183 EM
267.466
5 -0.10839896D+04 13.0902207 0.0119319 67.383 72.348 EM
263.269
6 -0.10781301D+04 5.8594829 0.0054055 74.248 69.236 EM
259.516
7 -0.10753642D+04 2.7659174 0.0025655 79.379 67.476 EM
256.145
8 -0.10740346D+04 1.3295993 0.0012364 83.139 66.596 EM
253.266
9 -0.10733504D+04 0.6842146 0.0006371 85.891 66.250 EM
250.859
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 322
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15864868D+04 0.0000000 0.0000000 0.009 123.387 EM
279.604
2 -0.15285854D+04 57.9013927 0.0364966 0.443 122.964 FS
279.593
3 -0.14991527D+04 29.4327102 0.0192549 0.000 123.492 FS
279.508
4 -0.13920313D+04 107.1213988 0.0714546 0.000 123.849 FS
279.151
5 -0.12993733D+04 92.6580149 0.0665632 0.000 124.047 FS
278.953
6 -0.12230146D+04 76.3586736 0.0587658 0.000 124.392 FS
278.608
7 -0.11622498D+04 60.7647832 0.0496844 0.000 125.541 FS
277.459
8 -0.11175962D+04 44.6536559 0.0384200 0.000 129.435 FS
273.565
9 -0.10896003D+04 27.9959120 0.0250501 0.000 140.828 FS
262.172
10 -0.10765376D+04 13.0626671 0.0119885 0.000 165.314 FS
237.686
11 -0.10727901D+04 3.7474738 0.0034810 0.000 194.201 FS
208.799
12 -0.10722444D+04 0.5456950 0.0005087 0.000 207.564 FS
195.436
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 323
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13480657D+04 0.0000000 0.0000000 34.633 182.963 EM
185.404
2 -0.12135361D+04 134.5295803 0.0997945 25.335 116.881 FS
260.784
3 -0.11772708D+04 36.2653280 0.0298840 0.002 157.164 FS
245.835
4 -0.10779333D+04 99.3374636 0.0843795 0.000 165.861 EM
237.139
5 -0.10744344D+04 3.4989449 0.0032460 0.000 169.521 EM
233.479
6 -0.10737201D+04 0.7142909 0.0006648 0.000 172.082 EM
230.918
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 324
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16254525D+04 0.0000000 0.0000000 100.498 40.407 EM
262.095
2 -0.14537517D+04 171.7007953 0.1056326 97.717 40.093 FS
265.189
3 -0.12326608D+04 221.0908825 0.1520830 83.544 52.748 EM
266.709
4 -0.11360089D+04 96.6518689 0.0784091 68.820 69.315 EM
264.865
5 -0.10927805D+04 43.2283998 0.0380529 58.130 82.934 EM
261.936
6 -0.10796857D+04 13.0948455 0.0119831 51.539 92.621 EM
258.840
7 -0.10756488D+04 4.0369044 0.0037390 47.987 98.852 EM
256.161
8 -0.10739560D+04 1.6927418 0.0015737 46.277 102.598 EM
254.126
9 -0.10731826D+04 0.7733845 0.0007201 45.608 104.751 EM
252.641
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 325
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13699829D+04 0.0000000 0.0000000 86.173 103.773 EM
213.055
2 -0.11617591D+04 208.2238330 0.1519901 117.477 60.203 FS
225.320
3 -0.11200929D+04 41.6661397 0.0358647 110.974 52.207 EM
239.819
4 -0.11043944D+04 15.6985100 0.0140154 108.109 49.416 EM
245.475
5 -0.10935318D+04 10.8626300 0.0098358 107.113 48.307 EM
247.581
6 -0.10858360D+04 7.6957909 0.0070376 107.212 47.875 EM
247.913
7 -0.10806220D+04 5.2140329 0.0048019 108.031 47.800 EM
247.169
8 -0.10772391D+04 3.3829024 0.0031305 109.320 47.939 EM
245.741
9 -0.10750959D+04 2.1431388 0.0019895 110.893 48.205 EM
243.902
10 -0.10737346D+04 1.3613176 0.0012662 112.609 48.544 EM
241.847
11 -0.10728455D+04 0.8891077 0.0008281 114.375 48.919 EM
239.706
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 326
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11979072D+04 0.0000000 0.0000000 118.704 16.801 EM
267.495
2 -0.11105975D+04 87.3097089 0.0728852 122.473 11.696 EM
268.831
3 -0.10928285D+04 17.7689881 0.0159995 128.384 9.008 EM
265.607
4 -0.10842812D+04 8.5473501 0.0078213 133.708 7.620 EM
261.672
5 -0.10799860D+04 4.2951102 0.0039613 138.322 6.898 EM
257.779
6 -0.10775992D+04 2.3868761 0.0022101 142.273 6.545 EM
254.182
7 -0.10761626D+04 1.4366168 0.0013332 145.709 6.382 EM
250.910
8 -0.10752195D+04 0.9430234 0.0008763 148.758 6.302 EM
247.940
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 327
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.23661706D+04 0.0000000 0.0000000 53.901 71.047 EM
278.052
2 -0.21025027D+04 263.6678840 0.1114323 38.043 86.542 FS
278.416
3 -0.19842305D+04 118.2722598 0.0562531 38.378 86.467 FS
278.155
4 -0.19073141D+04 76.9163951 0.0387638 9.630 115.741 FS
277.629
5 -0.17994734D+04 107.8407010 0.0565406 12.135 116.419 FS
274.446
6 -0.17057724D+04 93.7009893 0.0520713 40.984 106.816 FS
255.200
7 -0.14511875D+04 254.5848473 0.1492490 43.952 113.932 EM
245.116
8 -0.13151808D+04 136.0067282 0.0937210 46.064 115.371 EM
241.565
9 -0.12021994D+04 112.9813980 0.0859056 47.915 115.692 EM
239.393
10 -0.11233814D+04 78.8180397 0.0655615 49.644 115.487 EM
237.869
11 -0.10847716D+04 38.6097900 0.0343693 51.369 115.163 EM
236.468
12 -0.10745599D+04 10.2116729 0.0094137 53.135 115.075 EM
234.790
13 -0.10732057D+04 1.3542173 0.0012603 54.839 115.216 EM
232.945
14 -0.10727922D+04 0.4134402 0.0003852 56.385 115.380 EM
231.235
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 328
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15340337D+04 0.0000000 0.0000000 34.241 94.091 EM
274.668
2 -0.12921886D+04 241.8451218 0.1576531 14.244 115.892 FS
272.864
3 -0.12892330D+04 2.9555976 0.0022873 0.000 133.940 FS
269.060
4 -0.11072524D+04 181.9805750 0.1411541 0.000 138.350 EM
264.650
5 -0.10845876D+04 22.6647934 0.0204694 0.000 142.425 EM
260.575
6 -0.10795859D+04 5.0017147 0.0046116 0.000 146.698 EM
256.302
7 -0.10776590D+04 1.9269052 0.0017849 0.000 150.769 EM
252.231
8 -0.10764355D+04 1.2234601 0.0011353 0.000 154.454 EM
248.546
9 -0.10755862D+04 0.8493365 0.0007890 0.000 157.759 EM
245.241
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 329
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14363886D+04 0.0000000 0.0000000 64.685 67.037 EM
271.278
2 -0.12900658D+04 146.3227680 0.1018685 14.817 141.729 FS
246.454
3 -0.11698897D+04 120.1760687 0.0931550 0.000 206.553 FS
196.447
4 -0.10800998D+04 89.7898712 0.0767507 0.000 224.658 EM
178.342
5 -0.10740454D+04 6.0544096 0.0056054 0.000 231.417 EM
171.583
6 -0.10728648D+04 1.1806612 0.0010993 0.000 233.596 EM
169.404
7 -0.10725642D+04 0.3006257 0.0002802 0.000 233.951 EM
169.049
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 330
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14881202D+04 0.0000000 0.0000000 102.819 126.887 EM
173.294
2 -0.12871435D+04 200.9766904 0.1350541 104.605 56.458 FS
241.936
3 -0.11198748D+04 167.2686504 0.1299534 109.645 44.936 EM
248.419
4 -0.10996123D+04 20.2624829 0.0180935 111.798 40.694 EM
250.508
5 -0.10897845D+04 9.8278562 0.0089376 114.236 38.012 EM
250.753
6 -0.10830750D+04 6.7095238 0.0061567 116.896 36.216 EM
249.889
7 -0.10787549D+04 4.3200693 0.0039887 119.654 35.047 EM
248.299
8 -0.10760952D+04 2.6596967 0.0024655 122.406 34.296 EM
246.298
9 -0.10742655D+04 1.8297438 0.0017004 125.046 33.850 EM
244.104
10 -0.10730666D+04 1.1989007 0.0011160 127.560 33.649 EM
241.790
11 -0.10723229D+04 0.7436181 0.0006930 129.961 33.586 EM
239.454
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 331
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16796709D+04 0.0000000 0.0000000 52.727 71.797 EM
278.476
2 -0.12426327D+04 437.0382338 0.2601928 17.851 107.896 EM
277.253
3 -0.12242101D+04 18.4226027 0.0148255 0.141 128.153 FS
274.706
4 -0.10959469D+04 128.2631754 0.1047722 0.026 139.384 EM
263.590
5 -0.10827171D+04 13.2297687 0.0120715 0.026 144.016 EM
258.958
6 -0.10793313D+04 3.3858692 0.0031272 0.028 147.975 EM
254.997
7 -0.10775602D+04 1.7710888 0.0016409 0.030 151.659 EM
251.311
8 -0.10763855D+04 1.1746712 0.0010901 0.034 155.044 EM
247.922
9 -0.10755595D+04 0.8259948 0.0007674 0.038 158.141 EM
244.822
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 332
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18436672D+04 0.0000000 0.0000000 63.293 64.401 EM
275.306
2 -0.16015475D+04 242.1197082 0.1313251 34.991 92.682 FS
275.327
3 -0.13906291D+04 210.9183796 0.1316966 3.318 123.348 FS
276.333
4 -0.13464705D+04 44.1586483 0.0317544 0.000 126.850 FS
276.150
5 -0.13198935D+04 26.5769531 0.0197382 0.000 127.323 FS
275.677
6 -0.12327507D+04 87.1428196 0.0660226 0.000 132.762 FS
270.238
7 -0.11638048D+04 68.9458629 0.0559285 0.000 145.187 FS
257.813
8 -0.11136565D+04 50.1483530 0.0430900 0.000 167.634 FS
235.366
9 -0.10843594D+04 29.2970722 0.0263071 0.000 191.473 FS
211.527
10 -0.10737119D+04 10.6474864 0.0098191 0.000 201.298 FS
201.702
11 -0.10722802D+04 1.4316728 0.0013334 0.000 205.628 FS
197.372
12 -0.10722046D+04 0.0756697 0.0000706 0.000 210.153 FS
192.847
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 333
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19816145D+04 0.0000000 0.0000000 43.698 142.880 EM
216.422
2 -0.16261681D+04 355.4464628 0.1793722 49.424 129.693 FS
223.883
3 -0.12917615D+04 334.4066276 0.2056409 85.182 65.678 FS
252.140
4 -0.11338545D+04 157.9069123 0.1222415 76.489 66.689 EM
259.821
5 -0.11035147D+04 30.3398248 0.0267581 70.886 72.108 EM
260.007
6 -0.10906668D+04 12.8479535 0.0116428 67.308 77.628 EM
258.064
7 -0.10835496D+04 7.1171676 0.0065255 65.184 82.505 EM
255.310
8 -0.10796605D+04 3.8890784 0.0035892 64.082 86.633 EM
252.284
9 -0.10772049D+04 2.4556435 0.0022745 63.632 89.991 EM
249.378
10 -0.10755650D+04 1.6398634 0.0015223 63.507 92.926 EM
246.567
11 -0.10749284D+04 0.6366439 0.0005919 63.592 95.571 EM
243.837
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 334
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16134493D+04 0.0000000 0.0000000 148.485 12.197 EM
242.318
2 -0.13682122D+04 245.2370741 0.1519955 130.806 12.520 EM
259.675
3 -0.12277521D+04 140.4601356 0.1026596 127.345 13.826 EM
261.829
4 -0.11369227D+04 90.8293725 0.0739802 127.039 15.200 EM
260.761
5 -0.10940982D+04 42.8245240 0.0376671 127.897 16.509 EM
258.594
6 -0.10817461D+04 12.3520604 0.0112897 129.493 17.779 EM
255.727
7 -0.10785073D+04 3.2387904 0.0029940 131.445 19.018 EM
252.537
8 -0.10767811D+04 1.7262462 0.0016006 133.404 20.223 EM
249.373
9 -0.10756078D+04 1.1732085 0.0010896 135.200 21.402 EM
246.398
10 -0.10747613D+04 0.8465355 0.0007870 136.780 22.561 EM
243.659
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 335
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15866967D+04 0.0000000 0.0000000 3.055 126.864 EM
273.081
2 -0.14533464D+04 133.3502315 0.0840427 6.031 123.755 FS
273.215
3 -0.12558107D+04 197.5357773 0.1359179 3.678 122.994 EM
276.329
4 -0.11623244D+04 93.4862542 0.0744430 3.593 124.731 EM
274.675
5 -0.11207576D+04 41.5667618 0.0357618 4.193 126.971 EM
271.836
6 -0.10998593D+04 20.8983754 0.0186467 5.188 129.670 EM
268.141
7 -0.10887501D+04 11.1092040 0.0101006 6.400 132.570 EM
264.030
8 -0.10827184D+04 6.0317008 0.0055400 7.706 135.416 EM
259.877
9 -0.10792910D+04 3.4273537 0.0031655 9.034 138.058 EM
255.908
10 -0.10772137D+04 2.0772781 0.0019247 10.341 140.428 EM
252.231
11 -0.10758673D+04 1.3464251 0.0012499 11.612 142.510 EM
248.878
12 -0.10749407D+04 0.9266408 0.0008613 12.839 144.314 EM
245.846
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 336
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17110197D+04 0.0000000 0.0000000 152.888 40.481 EM
209.630
2 -0.12970461D+04 413.9736231 0.2419456 151.120 5.906 FS
245.974
3 -0.10878531D+04 209.1930092 0.1612842 156.385 0.001 FS
246.614
4 -0.10827417D+04 5.1114337 0.0046986 147.824 0.000 FS
255.176
5 -0.10751932D+04 7.5484532 0.0069716 175.069 0.000 FS
227.931
6 -0.10723916D+04 2.8016091 0.0026057 199.924 0.000 FS
203.076
7 -0.10722111D+04 0.1805305 0.0001683 209.331 0.000 FS
193.669
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 337
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16898330D+04 0.0000000 0.0000000 78.460 48.606 EM
275.934
2 -0.15829597D+04 106.8733568 0.0632449 5.882 127.370 FS
269.748
3 -0.14952322D+04 87.7274713 0.0554199 0.000 129.474 FS
273.526
4 -0.13827510D+04 112.4811954 0.0752266 0.000 132.972 FS
270.028
5 -0.12282816D+04 154.4694147 0.1117117 0.000 134.952 FS
268.048
6 -0.11486645D+04 79.6170779 0.0648199 0.000 148.463 FS
254.537
7 -0.11011294D+04 47.5351493 0.0413830 0.000 174.683 FS
228.317
8 -0.10800320D+04 21.0974030 0.0191598 0.000 199.447 FS
203.553
9 -0.10739858D+04 6.0461676 0.0055981 0.000 206.999 FS
196.001
10 -0.10725282D+04 1.4576380 0.0013572 0.000 211.223 FS
191.777
11 -0.10722418D+04 0.2863419 0.0002670 0.000 212.775 FS
190.225
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 338
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15611752D+04 0.0000000 0.0000000 0.000 141.738 EM
261.262
2 -0.13958108D+04 165.3644343 0.1059230 0.000 142.576 FS
260.424
3 -0.13814890D+04 14.3217513 0.0102605 0.000 142.579 FS
260.421
4 -0.11979801D+04 183.5089549 0.1328342 0.000 138.766 EM
264.234
5 -0.11488552D+04 49.1249307 0.0410065 0.000 137.206 EM
265.794
6 -0.11241246D+04 24.7305624 0.0215263 0.000 137.377 EM
265.623
7 -0.11068415D+04 17.2831005 0.0153747 0.000 138.767 EM
264.233
8 -0.10947152D+04 12.1263080 0.0109558 0.000 141.045 EM
261.955
9 -0.10868930D+04 7.8221582 0.0071454 0.000 143.901 EM
259.099
10 -0.10821108D+04 4.7822628 0.0043999 0.000 147.050 EM
255.950
11 -0.10792161D+04 2.8946696 0.0026750 0.000 150.274 EM
252.726
12 -0.10774162D+04 1.7999051 0.0016678 0.000 153.431 EM
249.569
13 -0.10762417D+04 1.1745112 0.0010901 0.000 156.444 EM
246.556
14 -0.10754331D+04 0.8085748 0.0007513 0.000 159.278 EM
243.722
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 339
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.21099845D+04 0.0000000 0.0000000 0.347 277.161 EM
125.491
2 -0.13825874D+04 727.3970527 0.3447405 0.149 150.294 EM
252.557
3 -0.11902023D+04 192.3851257 0.1391486 0.118 133.425 EM
269.457
4 -0.11410389D+04 49.1633783 0.0413067 0.108 132.925 EM
269.967
5 -0.11156733D+04 25.3656123 0.0222303 0.098 134.733 EM
268.169
6 -0.10996192D+04 16.0540831 0.0143896 0.089 137.488 EM
265.423
7 -0.10896297D+04 9.9895532 0.0090846 0.083 140.789 EM
262.128
8 -0.10837071D+04 5.9225787 0.0054354 0.083 144.329 EM
258.587
9 -0.10802087D+04 3.4984146 0.0032282 0.090 147.881 EM
255.030
10 -0.10780684D+04 2.1403238 0.0019814 0.104 151.302 EM
251.594
11 -0.10766827D+04 1.3856781 0.0012853 0.131 154.518 EM
248.351
12 -0.10757282D+04 0.9545230 0.0008865 0.174 157.499 EM
245.327
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 340
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.23112980D+04 0.0000000 0.0000000 26.053 113.070 EM
263.876
2 -0.22298241D+04 81.4738572 0.0352503 20.995 132.360 FS
249.644
3 -0.21508232D+04 79.0009313 0.0354292 16.287 158.903 FS
227.811
4 -0.20746330D+04 76.1901652 0.0354237 7.848 192.897 FS
202.255
5 -0.19989909D+04 75.6421007 0.0364605 4.502 209.602 FS
188.896
6 -0.19271796D+04 71.8113159 0.0359238 3.975 220.563 FS
178.462
7 -0.18584708D+04 68.7088392 0.0356525 1.667 218.899 FS
182.434
8 -0.18091287D+04 49.3420223 0.0265498 0.000 217.454 FS
185.546
9 -0.17368177D+04 72.3110137 0.0399701 0.000 219.810 FS
183.190
10 -0.16639992D+04 72.8185695 0.0419264 0.000 213.382 FS
189.618
11 -0.15916517D+04 72.3474648 0.0434781 0.000 204.073 FS
198.927
12 -0.15209457D+04 70.7059665 0.0444230 0.000 198.465 FS
204.535
13 -0.14507796D+04 70.1661192 0.0461332 0.000 190.372 FS
212.628
14 -0.13803052D+04 70.4744526 0.0485770 0.000 180.651 FS
222.349
15 -0.12967074D+04 83.5977420 0.0605647 0.000 169.901 FS
233.099
16 -0.12364429D+04 60.2645126 0.0464750 0.000 160.781 FS
242.219
17 -0.11088886D+04 127.5543558 0.1031623 0.000 156.447 FS
246.553
18 -0.10824251D+04 26.4634333 0.0238648 0.000 179.200 FS
223.800
19 -0.10734004D+04 9.0247012 0.0083375 0.000 196.322 FS
206.678
20 -0.10722596D+04 1.1408118 0.0010628 0.000 205.617 FS
197.383
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 341
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14589878D+04 0.0000000 0.0000000 37.429 289.598 EM
75.973
2 -0.10885802D+04 370.4075577 0.2538798 30.079 294.271 EM
78.651
3 -0.10829639D+04 5.6163291 0.0051593 24.994 296.879 EM
81.128
4 -0.10793914D+04 3.5725280 0.0032988 21.554 298.017 EM
83.429
5 -0.10770680D+04 2.3233386 0.0021525 19.246 298.198 EM
85.555
6 -0.10755194D+04 1.5486614 0.0014378 17.738 297.757 EM
87.504
7 -0.10744211D+04 1.0983090 0.0010212 16.825 296.892 EM
89.283
8 -0.10735454D+04 0.8756593 0.0008150 16.380 295.711 EM
90.909
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 342
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.34170396D+04 0.0000000 0.0000000 0.000 45.007 EM
357.993
2 -0.32825215D+04 134.5180866 0.0393669 0.000 45.007 FS
357.993
3 -0.32770096D+04 5.5119540 0.0016792 0.000 45.007 FS
357.993
4 -0.16920389D+04 1584.9706502 0.4836637 0.000 123.303 FS
279.697
5 -0.15780563D+04 113.9826079 0.0673641 0.000 124.077 FS
278.923
6 -0.12241682D+04 353.8880855 0.2242557 0.000 127.332 EM
275.668
7 -0.11779333D+04 46.2349124 0.0377684 0.000 128.494 EM
274.506
8 -0.11402707D+04 37.6626434 0.0319735 0.000 130.414 EM
272.586
9 -0.11138570D+04 26.4136949 0.0231644 0.000 133.195 EM
269.805
10 -0.10975141D+04 16.3428902 0.0146723 0.000 136.647 EM
266.353
11 -0.10881096D+04 9.4044515 0.0085689 0.000 140.457 EM
262.543
12 -0.10827854D+04 5.3242733 0.0048931 0.000 144.339 EM
258.661
13 -0.10796815D+04 3.1038343 0.0028665 0.000 148.104 EM
254.896
14 -0.10777694D+04 1.9121714 0.0017711 0.000 151.657 EM
251.343
15 -0.10765162D+04 1.2531188 0.0011627 0.000 154.960 EM
248.040
16 -0.10756476D+04 0.8686017 0.0008069 0.000 158.011 EM
244.989
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 343
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19235065D+04 0.0000000 0.0000000 57.880 65.312 EM
279.808
2 -0.16944013D+04 229.1052424 0.1191081 47.269 76.081 FS
279.651
3 -0.16399090D+04 54.4922152 0.0321602 10.315 113.123 FS
279.562
4 -0.13663506D+04 273.5584671 0.1668132 43.281 81.220 EM
278.499
5 -0.12051665D+04 161.1840412 0.1179668 85.908 40.303 EM
276.789
6 -0.11119006D+04 93.2658986 0.0773884 109.897 21.301 EM
271.801
7 -0.10844131D+04 27.4875536 0.0247212 122.247 14.890 EM
265.863
8 -0.10776399D+04 6.7732226 0.0062460 128.953 13.021 EM
261.026
9 -0.10753943D+04 2.2455436 0.0020838 133.010 12.637 EM
257.352
10 -0.10742080D+04 1.1862895 0.0011031 135.842 12.727 EM
254.431
11 -0.10734326D+04 0.7754265 0.0007219 138.084 12.942 EM
251.974
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 344
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14478639D+04 0.0000000 0.0000000 17.563 175.023 EM
210.414
2 -0.12787574D+04 169.1065521 0.1167973 2.561 157.657 FS
242.783
3 -0.12548193D+04 23.9381040 0.0187198 0.000 138.758 FS
264.242
4 -0.11540372D+04 100.7820680 0.0803160 0.000 142.044 FS
260.956
5 -0.11143246D+04 39.7126138 0.0344119 0.000 157.562 FS
245.438
6 -0.10971491D+04 17.1755095 0.0154134 0.000 168.360 FS
234.640
7 -0.10868893D+04 10.2597882 0.0093513 0.000 172.756 FS
230.244
8 -0.10800993D+04 6.7900329 0.0062472 0.000 178.204 FS
224.796
9 -0.10756954D+04 4.4038137 0.0040772 0.000 186.608 FS
216.392
10 -0.10732885D+04 2.4069151 0.0022375 0.000 197.381 FS
205.619
11 -0.10723956D+04 0.8928918 0.0008319 0.000 207.304 FS
195.696
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 345
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.28599979D+04 0.0000000 0.0000000 31.370 93.194 EM
278.436
2 -0.24688900D+04 391.1079910 0.1367511 27.156 101.696 FS
274.148
3 -0.20659910D+04 402.8989364 0.1631903 0.000 123.550 FS
279.450
4 -0.11213046D+04 944.6864586 0.4572558 0.000 131.296 EM
271.704
5 -0.10999825D+04 21.3220164 0.0190154 0.000 138.903 FS
264.097
6 -0.10876897D+04 12.2928152 0.0111755 0.000 150.075 FS
252.925
7 -0.10813953D+04 6.2944242 0.0057870 0.000 161.509 FS
241.491
8 -0.10770669D+04 4.3283822 0.0040026 0.000 173.545 FS
229.455
9 -0.10742259D+04 2.8410287 0.0026377 0.000 186.538 FS
216.462
10 -0.10727598D+04 1.4661455 0.0013648 0.000 199.415 FS
203.585
11 -0.10722827D+04 0.4770072 0.0004447 0.000 208.704 FS
194.296
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 346
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14976371D+04 0.0000000 0.0000000 0.713 146.238 EM
256.048
2 -0.13634926D+04 134.1445819 0.0895708 0.835 148.012 FS
254.153
3 -0.13473540D+04 16.1385500 0.0118362 0.000 148.826 FS
254.174
4 -0.11946835D+04 152.6705276 0.1133114 0.000 141.695 EM
261.305
5 -0.11605161D+04 34.1673747 0.0285995 0.000 138.792 EM
264.208
6 -0.11363838D+04 24.1322911 0.0207944 0.000 137.925 EM
265.075
7 -0.11166196D+04 19.7642316 0.0173922 0.000 138.438 EM
264.562
8 -0.11016394D+04 14.9801621 0.0134156 0.000 140.041 EM
262.959
9 -0.10913553D+04 10.2841213 0.0093353 0.000 142.443 EM
260.557
10 -0.10848343D+04 6.5209975 0.0059751 0.000 145.342 EM
257.658
11 -0.10808635D+04 3.9708259 0.0036603 0.000 148.469 EM
254.531
12 -0.10784411D+04 2.4223359 0.0022411 0.000 151.630 EM
251.370
13 -0.10769117D+04 1.5294959 0.0014182 0.000 154.704 EM
248.296
14 -0.10758955D+04 1.0161484 0.0009436 0.000 157.628 EM
245.372
15 -0.10751840D+04 0.7115331 0.0006613 0.000 160.375 EM
242.625
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 347
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17858885D+04 0.0000000 0.0000000 13.958 127.944 EM
261.098
2 -0.15738827D+04 212.0058526 0.1187117 5.397 122.496 FS
275.107
3 -0.12337001D+04 340.1826045 0.2161423 6.005 127.419 EM
269.577
4 -0.11972718D+04 36.4282609 0.0295276 7.827 125.062 EM
270.111
5 -0.11637055D+04 33.5663042 0.0280357 10.490 122.587 EM
269.922
6 -0.11344150D+04 29.2904709 0.0251700 13.600 120.681 EM
268.719
7 -0.11119639D+04 22.4511542 0.0197910 16.702 119.703 EM
266.595
8 -0.10967918D+04 15.1720291 0.0136444 19.553 119.700 EM
263.747
9 -0.10874225D+04 9.3693163 0.0085425 22.117 120.438 EM
260.445
10 -0.10818575D+04 5.5649734 0.0051176 24.446 121.593 EM
256.961
11 -0.10785066D+04 3.3509551 0.0030974 26.606 122.893 EM
253.501
12 -0.10763808D+04 2.1257448 0.0019710 28.647 124.158 EM
250.195
13 -0.10749434D+04 1.4374023 0.0013354 30.600 125.295 EM
247.106
14 -0.10739208D+04 1.0226255 0.0009513 32.470 126.276 EM
244.254
15 -0.10731706D+04 0.7501727 0.0006985 34.254 127.110 EM
241.636
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 348
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12876648D+04 0.0000000 0.0000000 339.462 49.437 EM
14.101
2 -0.11616737D+04 125.9911698 0.0978447 338.445 41.790 EM
22.765
3 -0.11309804D+04 30.6932467 0.0264216 334.434 35.822 EM
32.744
4 -0.11139367D+04 17.0436748 0.0150698 328.286 31.544 EM
43.170
5 -0.11028618D+04 11.0749615 0.0099422 321.051 28.637 EM
53.312
6 -0.10947555D+04 8.1062255 0.0073502 313.965 26.294 EM
62.741
7 -0.10886834D+04 6.0721385 0.0055466 306.904 24.859 EM
71.236
8 -0.10834147D+04 5.2686861 0.0048395 300.616 23.681 EM
78.703
9 -0.10800189D+04 3.3958235 0.0031344 295.155 22.739 EM
85.106
10 -0.10773799D+04 2.6390197 0.0024435 290.107 22.340 EM
90.553
11 -0.10758478D+04 1.5321268 0.0014221 286.058 21.838 EM
95.104
12 -0.10740197D+04 1.8280585 0.0016992 282.532 21.449 EM
99.019
13 -0.10730091D+04 1.0106414 0.0009410 279.580 21.127 EM
102.293
14 -0.10722979D+04 0.7111519 0.0006628 277.177 20.745 EM
105.078
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 349
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13090165D+04 0.0000000 0.0000000 148.955 2.514 EM
251.531
2 -0.11559769D+04 153.0396440 0.1169119 133.321 1.606 EM
268.073
3 -0.11094132D+04 46.5637164 0.0402808 134.299 1.146 EM
267.555
4 -0.10941559D+04 15.2573260 0.0137526 137.492 0.959 EM
264.549
5 -0.10861126D+04 8.0433035 0.0073511 141.131 0.925 EM
260.944
6 -0.10814821D+04 4.6305074 0.0042634 144.778 0.993 EM
257.229
7 -0.10787012D+04 2.7808427 0.0025713 148.238 1.145 EM
253.617
8 -0.10769125D+04 1.7886838 0.0016582 151.418 1.375 EM
250.207
9 -0.10756696D+04 1.2429453 0.0011542 154.289 1.676 EM
247.036
10 -0.10747473D+04 0.9222553 0.0008574 156.865 2.030 EM
244.105
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 350
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17352495D+04 0.0000000 0.0000000 0.520 124.030 EM
278.450
2 -0.15053433D+04 229.9061659 0.1324917 0.532 124.019 FS
278.448
3 -0.14525724D+04 52.7709417 0.0350558 0.737 123.822 FS
278.442
4 -0.12211719D+04 231.4004643 0.1593039 0.000 125.022 FS
277.978
5 -0.11798758D+04 41.2961082 0.0338168 0.000 126.455 FS
276.545
6 -0.11173211D+04 62.5547314 0.0530181 0.000 131.733 FS
271.267
7 -0.10859369D+04 31.3841944 0.0280888 0.000 146.547 FS
256.453
8 -0.10748184D+04 11.1184574 0.0102386 0.000 174.562 FS
228.438
9 -0.10724635D+04 2.3549348 0.0021910 0.000 200.413 FS
202.587
10 -0.10722172D+04 0.2463464 0.0002297 0.000 208.999 FS
194.001
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 351
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15230224D+04 0.0000000 0.0000000 122.933 5.574 EM
274.493
2 -0.13384343D+04 184.5880502 0.1211985 129.436 0.000 FS
273.564
3 -0.12423429D+04 96.0914516 0.0717939 127.051 0.000 EM
275.949
4 -0.11211608D+04 121.1820969 0.0975432 130.279 0.000 EM
272.721
5 -0.10936048D+04 27.5559690 0.0245781 134.891 0.000 EM
268.109
6 -0.10848894D+04 8.7153539 0.0079694 139.847 0.000 EM
263.153
7 -0.10808522D+04 4.0372803 0.0037214 144.551 0.000 EM
258.449
8 -0.10785253D+04 2.3268757 0.0021528 148.811 0.000 EM
254.189
9 -0.10770396D+04 1.4856796 0.0013775 152.629 0.000 EM
250.371
10 -0.10760252D+04 1.0143525 0.0009418 156.059 0.000 EM
246.941
11 -0.10752980D+04 0.7272022 0.0006758 159.154 0.000 EM
243.846
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 352
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15743849D+04 0.0000000 0.0000000 26.347 100.754 EM
275.899
2 -0.15321525D+04 42.2323878 0.0268247 2.972 122.863 FS
277.165
3 -0.11804334D+04 351.7190580 0.2295588 0.155 127.539 EM
275.305
4 -0.11370016D+04 43.4317992 0.0367931 0.013 130.016 EM
272.971
5 -0.11105804D+04 26.4211722 0.0232376 0.004 133.159 EM
269.837
6 -0.10952610D+04 15.3194693 0.0137941 0.004 136.892 EM
266.105
7 -0.10867532D+04 8.5077783 0.0077678 0.008 140.878 EM
262.114
8 -0.10819763D+04 4.7769064 0.0043956 0.032 144.829 EM
258.139
9 -0.10790653D+04 2.9110168 0.0026905 0.164 148.487 EM
254.349
10 -0.10767393D+04 2.3260076 0.0021556 0.607 151.534 EM
250.859
11 -0.10748931D+04 1.8462031 0.0017146 0.966 154.215 EM
247.819
12 -0.10738647D+04 1.0283210 0.0009567 1.138 156.734 EM
245.128
13 -0.10731877D+04 0.6770084 0.0006304 1.279 159.083 EM
242.638
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 353
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11873164D+04 0.0000000 0.0000000 387.767 1.157 EM
14.076
2 -0.10968911D+04 90.4252777 0.0761594 386.084 0.821 EM
16.095
3 -0.10878264D+04 9.0646568 0.0082640 384.324 0.623 EM
18.053
4 -0.10846386D+04 3.1878320 0.0029305 382.560 0.527 EM
19.913
5 -0.10822799D+04 2.3587004 0.0021746 380.827 0.512 EM
21.661
6 -0.10803598D+04 1.9201596 0.0017742 379.120 0.591 EM
23.289
7 -0.10785231D+04 1.8366683 0.0017001 377.226 0.979 EM
24.795
8 -0.10759046D+04 2.6184985 0.0024279 374.841 1.966 EM
26.193
9 -0.10733811D+04 2.5235150 0.0023455 372.460 3.034 EM
27.507
10 -0.10717889D+04 1.5921896 0.0014833 370.441 3.820 EM
28.738
11 -0.10707888D+04 1.0000657 0.0009331 368.786 4.341 EM
29.874
12 -0.10701411D+04 0.6476935 0.0006049 367.379 4.715 EM
30.906
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 354
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11599965D+04 0.0000000 0.0000000 270.125 0.869 EM
132.005
2 -0.10954660D+04 64.5305662 0.0556300 249.475 0.633 EM
152.892
3 -0.10791360D+04 16.3299377 0.0149068 237.539 0.531 EM
164.930
4 -0.10755984D+04 3.5376172 0.0032782 230.740 0.508 EM
171.752
5 -0.10741436D+04 1.4548059 0.0013526 226.651 0.539 EM
175.811
6 -0.10732918D+04 0.8518040 0.0007930 223.983 0.606 EM
178.411
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 355
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19356983D+04 0.0000000 0.0000000 1.153 124.040 EM
277.806
2 -0.18660142D+04 69.6840943 0.0359995 0.736 124.502 FS
277.762
3 -0.12496777D+04 616.3365275 0.3302957 0.068 125.704 EM
277.228
4 -0.11863584D+04 63.3193380 0.0506685 0.012 127.099 EM
275.889
5 -0.11407700D+04 45.5883727 0.0384272 0.004 129.375 EM
273.621
6 -0.11121677D+04 28.6022986 0.0250728 0.003 132.565 EM
270.432
7 -0.10959253D+04 16.2423750 0.0146043 0.006 136.380 EM
266.614
8 -0.10870586D+04 8.8667488 0.0080907 0.019 140.443 EM
262.538
9 -0.10821070D+04 4.9515714 0.0045550 0.080 144.426 EM
258.494
10 -0.10789729D+04 3.1340533 0.0028963 0.357 147.982 EM
254.661
11 -0.10764161D+04 2.5568714 0.0023697 0.853 150.955 EM
251.192
12 -0.10747495D+04 1.6665699 0.0015483 1.116 153.711 EM
248.174
13 -0.10737954D+04 0.9541173 0.0008878 1.271 156.298 EM
245.430
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 356
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15796563D+04 0.0000000 0.0000000 0.000 128.206 EM
274.794
2 -0.15785342D+04 1.1220914 0.0007103 0.000 128.207 FS
274.793
3 -0.12419859D+04 336.5482826 0.2132030 0.000 129.479 FS
273.521
4 -0.12007070D+04 41.2789108 0.0332362 0.000 128.291 FS
274.709
5 -0.11642577D+04 36.4492360 0.0303565 0.000 132.179 FS
270.821
6 -0.11069132D+04 57.3445060 0.0492541 0.000 142.138 FS
260.862
7 -0.10870752D+04 19.8379968 0.0179219 0.000 154.798 FS
248.202
8 -0.10796745D+04 7.4007507 0.0068079 0.000 165.662 FS
237.338
9 -0.10754144D+04 4.2600470 0.0039457 0.000 178.198 FS
224.802
10 -0.10731360D+04 2.2783946 0.0021186 0.000 192.775 FS
210.225
11 -0.10723418D+04 0.7942076 0.0007401 0.000 205.566 FS
197.434
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 357
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.34555102D+04 0.0000000 0.0000000 63.488 59.328 EM
280.184
2 -0.30481037D+04 407.4064951 0.1179005 61.345 61.535 FS
280.120
3 -0.26386022D+04 409.5014154 0.1343463 58.930 64.072 FS
279.998
4 -0.22129069D+04 425.6953304 0.1613336 58.226 65.160 FS
279.614
5 -0.17767144D+04 436.1924671 0.1971129 37.975 85.811 FS
279.215
6 -0.12652700D+04 511.4444523 0.2878597 0.137 125.115 FS
277.748
7 -0.11529506D+04 112.3194435 0.0887711 0.371 127.241 EM
275.388
8 -0.11110169D+04 41.9336347 0.0363707 0.706 130.580 EM
271.714
9 -0.10936207D+04 17.3962061 0.0156579 1.089 134.677 EM
267.234
10 -0.10854204D+04 8.2003373 0.0074983 1.487 138.900 EM
262.613
11 -0.10811012D+04 4.3191796 0.0039793 1.888 142.901 EM
258.211
12 -0.10785856D+04 2.5155676 0.0023269 2.290 146.555 EM
254.155
13 -0.10769891D+04 1.5965232 0.0014802 2.692 149.842 EM
250.466
14 -0.10759039D+04 1.0852414 0.0010077 3.098 152.781 EM
247.121
15 -0.10751254D+04 0.7785088 0.0007236 3.510 155.401 EM
244.089
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 358
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13926818D+04 0.0000000 0.0000000 389.140 2.093 EM
11.767
2 -0.13139145D+04 78.7672714 0.0565580 376.495 1.976 EM
24.529
3 -0.12616300D+04 52.2844872 0.0397929 354.659 1.883 EM
46.458
4 -0.12227948D+04 38.8351645 0.0307817 323.691 1.785 EM
77.523
5 -0.11915456D+04 31.2492827 0.0255556 287.226 1.685 EM
114.089
6 -0.11594446D+04 32.1009791 0.0269406 253.015 1.609 EM
148.376
7 -0.11338240D+04 25.6205975 0.0220973 226.511 1.603 EM
174.886
8 -0.11165408D+04 17.2832073 0.0152433 208.193 1.662 EM
193.146
9 -0.11039418D+04 12.5989922 0.0112840 196.106 1.771 EM
205.123
10 -0.10942548D+04 9.6869802 0.0087749 188.155 1.927 EM
212.918
11 -0.10869329D+04 7.3219315 0.0066912 182.895 2.136 EM
217.969
12 -0.10816253D+04 5.3076059 0.0048831 179.449 2.408 EM
221.143
13 -0.10779399D+04 3.6853169 0.0034072 177.258 2.760 EM
222.981
14 -0.10754437D+04 2.4962291 0.0023157 175.920 3.218 EM
223.862
15 -0.10736987D+04 1.7450157 0.0016226 175.139 3.792 EM
224.070
16 -0.10722861D+04 1.4125631 0.0013156 174.744 4.436 EM
223.819
17 -0.10708607D+04 1.4254160 0.0013293 174.671 5.063 EM
223.267
18 -0.10694328D+04 1.4278889 0.0013334 174.872 5.613 EM
222.516
19 -0.10684431D+04 0.9897367 0.0009255 175.354 6.026 EM
221.621
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 359
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.22284364D+04 0.0000000 0.0000000 74.452 167.361 EM
161.187
2 -0.20732966D+04 155.1398171 0.0696182 2.065 126.824 FS
274.111
3 -0.18431008D+04 230.1957778 0.1110289 4.406 127.481 EM
271.113
4 -0.16532459D+04 189.8549245 0.1030084 6.907 129.626 EM
266.467
5 -0.14897588D+04 163.4870595 0.0988885 9.042 132.752 EM
261.206
6 -0.13466421D+04 143.1166776 0.0960670 10.792 135.661 EM
256.547
7 -0.12262907D+04 120.3514483 0.0893715 12.275 137.744 EM
252.981
8 -0.11384378D+04 87.8528339 0.0716411 13.606 138.992 EM
250.402
9 -0.10910787D+04 47.3591105 0.0416001 14.887 139.857 EM
248.256
10 -0.10763781D+04 14.7006012 0.0134735 16.181 140.888 EM
245.931
11 -0.10741633D+04 2.2148012 0.0020576 17.475 142.142 EM
243.383
12 -0.10735802D+04 0.5831612 0.0005429 18.732 143.349 EM
240.919
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 360
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18985238D+04 0.0000000 0.0000000 111.542 11.187 EM
280.271
2 -0.18343937D+04 64.1300803 0.0337789 106.308 16.787 FS
279.904
3 -0.14186688D+04 415.7249571 0.2266280 71.078 53.469 EM
278.453
4 -0.11626347D+04 256.0340705 0.1804749 29.917 98.966 EM
274.117
5 -0.10879738D+04 74.6609587 0.0642170 20.147 116.302 EM
266.551
6 -0.10776688D+04 10.3049274 0.0094717 18.398 122.199 EM
262.403
7 -0.10755343D+04 2.1345445 0.0019807 18.595 124.194 EM
260.211
8 -0.10745165D+04 1.0177469 0.0009463 19.322 124.890 EM
258.788
9 -0.10739512D+04 0.5653682 0.0005262 20.158 125.171 EM
257.671
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 361
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12878771D+04 0.0000000 0.0000000 359.845 6.013 EM
37.143
2 -0.12051202D+04 82.7569617 0.0642584 337.356 3.238 EM
62.406
3 -0.11663943D+04 38.7259108 0.0321345 309.829 1.910 EM
91.261
4 -0.11414582D+04 24.9360436 0.0213787 282.439 1.238 EM
119.323
5 -0.11221370D+04 19.3211746 0.0169267 258.905 0.894 EM
143.200
6 -0.11074454D+04 14.6915860 0.0130925 240.623 0.715 EM
161.663
7 -0.10967191D+04 10.7263403 0.0096857 227.240 0.628 EM
175.132
8 -0.10889366D+04 7.7825535 0.0070962 217.718 0.601 EM
184.680
9 -0.10833139D+04 5.6226925 0.0051635 211.015 0.612 EM
191.373
10 -0.10793306D+04 3.9832360 0.0036769 206.318 0.647 EM
196.035
11 -0.10765970D+04 2.7335891 0.0025327 203.051 0.699 EM
199.251
12 -0.10747942D+04 1.8027980 0.0016745 200.812 0.760 EM
201.428
13 -0.10736460D+04 1.1482756 0.0010684 199.312 0.827 EM
202.861
14 -0.10729228D+04 0.7231999 0.0006736 198.335 0.899 EM
203.766
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 362
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14797936D+04 0.0000000 0.0000000 71.929 64.935 EM
266.136
2 -0.13766390D+04 103.1546425 0.0697088 68.990 58.004 FS
276.006
3 -0.12188761D+04 157.7628596 0.1146000 56.065 77.439 EM
269.497
4 -0.11710786D+04 47.7975658 0.0392145 43.645 91.148 EM
268.208
5 -0.11368574D+04 34.2211336 0.0292219 34.695 101.273 EM
267.032
6 -0.11127163D+04 24.1411015 0.0212349 28.749 109.070 EM
265.181
7 -0.10969057D+04 15.8106842 0.0142091 24.945 115.444 EM
262.611
8 -0.10872925D+04 9.6131260 0.0087639 22.566 120.910 EM
259.524
9 -0.10817087D+04 5.5838644 0.0051356 21.108 125.707 EM
256.185
10 -0.10784741D+04 3.2345376 0.0029902 20.237 129.945 EM
252.818
11 -0.10765320D+04 1.9421308 0.0018008 19.733 133.698 EM
249.569
12 -0.10752978D+04 1.2342382 0.0011465 19.457 137.030 EM
246.514
13 -0.10744661D+04 0.8316451 0.0007734 19.319 140.003 EM
243.678
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 363
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13011219D+04 0.0000000 0.0000000 27.385 161.904 EM
213.711
2 -0.12104709D+04 90.6509521 0.0696714 3.141 176.981 FS
222.878
3 -0.11359778D+04 74.4931402 0.0615406 4.418 168.066 EM
230.516
4 -0.11135709D+04 22.4068672 0.0197247 6.386 160.017 EM
236.597
5 -0.10998141D+04 13.7567736 0.0123537 8.873 153.740 EM
240.387
6 -0.10898479D+04 9.9662175 0.0090617 11.640 149.070 EM
242.290
7 -0.10830159D+04 6.8320144 0.0062688 14.396 145.814 EM
242.789
8 -0.10786410D+04 4.3749274 0.0040396 16.929 143.736 EM
242.335
9 -0.10759919D+04 2.6490134 0.0024559 19.133 142.567 EM
241.300
10 -0.10744410D+04 1.5509038 0.0014414 20.990 142.052 EM
239.959
11 -0.10735388D+04 0.9022901 0.0008398 22.527 141.978 EM
238.495
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 364
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13013581D+04 0.0000000 0.0000000 216.753 174.250 EM
11.996
2 -0.12990108D+04 2.3473036 0.0018037 22.069 380.931 FS
0.000
3 -0.11665265D+04 132.4842950 0.1019886 43.366 359.634 EM
0.000
4 -0.10980204D+04 68.5060738 0.0587265 60.963 342.037 EM
0.000
5 -0.10802577D+04 17.7627215 0.0161770 72.033 330.967 EM
0.000
6 -0.10754679D+04 4.7897492 0.0044339 78.445 324.555 EM
0.000
7 -0.10739915D+04 1.4764009 0.0013728 81.916 321.084 EM
0.000
8 -0.10733886D+04 0.6029412 0.0005614 83.807 319.193 EM
0.000
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 365
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17552811D+04 0.0000000 0.0000000 0.029 123.260 EM
279.711
2 -0.17540169D+04 1.2641876 0.0007202 0.000 123.404 FS
279.596
3 -0.15088732D+04 245.1437851 0.1397614 0.000 123.703 FS
279.297
4 -0.14486237D+04 60.2494331 0.0399301 0.000 123.944 FS
279.056
5 -0.13429949D+04 105.6288090 0.0729167 0.000 124.330 FS
278.670
6 -0.12512578D+04 91.7370963 0.0683079 0.000 125.265 FS
277.735
7 -0.11752048D+04 76.0530071 0.0607812 0.000 128.243 FS
274.757
8 -0.11177345D+04 57.4702788 0.0489024 0.000 137.617 FS
265.383
9 -0.10847299D+04 33.0046185 0.0295281 0.000 161.675 FS
241.325
10 -0.10737900D+04 10.9399507 0.0100854 0.000 195.672 FS
207.328
11 -0.10722706D+04 1.5193719 0.0014150 0.000 209.890 FS
193.110
12 -0.10722012D+04 0.0693775 0.0000647 0.000 210.981 FS
192.019
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 366
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16356195D+04 0.0000000 0.0000000 39.662 90.096 EM
273.242
2 -0.14261239D+04 209.4955705 0.1280833 44.323 85.606 FS
273.072
3 -0.12247995D+04 201.3244499 0.1411690 40.439 85.349 EM
277.213
4 -0.11492981D+04 75.5013905 0.0616439 48.182 79.708 EM
275.110
5 -0.11103635D+04 38.9345498 0.0338768 58.474 72.918 EM
271.608
6 -0.10901913D+04 20.1722169 0.0181672 68.474 67.323 EM
267.203
7 -0.10805275D+04 9.6637834 0.0088643 76.806 63.551 EM
262.642
8 -0.10761661D+04 4.3614689 0.0040364 83.147 61.347 EM
258.506
9 -0.10742298D+04 1.9362460 0.0017992 87.743 60.220 EM
255.037
10 -0.10733375D+04 0.8923334 0.0008307 91.012 59.756 EM
252.232
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 367
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16731332D+04 0.0000000 0.0000000 2.341 285.735 EM
114.924
2 -0.15556188D+04 117.5143649 0.0702361 2.588 282.009 FS
118.403
3 -0.11531972D+04 402.4216225 0.2586891 2.451 232.297 EM
168.252
4 -0.11177083D+04 35.4888744 0.0307743 2.949 202.328 EM
197.723
5 -0.11012870D+04 16.4213053 0.0146919 3.858 185.921 EM
213.221
6 -0.10909783D+04 10.3087546 0.0093606 5.070 176.612 EM
221.317
7 -0.10837572D+04 7.2210508 0.0066189 6.346 170.943 EM
225.711
8 -0.10788497D+04 4.9075201 0.0045282 7.428 167.498 EM
228.074
9 -0.10757026D+04 3.1470467 0.0029170 8.192 165.637 EM
229.171
10 -0.10737702D+04 1.9324287 0.0017964 8.663 164.923 EM
229.415
11 -0.10726090D+04 1.1612475 0.0010815 8.925 164.997 EM
229.079
12 -0.10719102D+04 0.6988137 0.0006515 9.057 165.579 EM
228.365
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 368
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19796261D+04 0.0000000 0.0000000 113.215 112.142 EM
177.643
2 -0.16768936D+04 302.7325035 0.1529241 50.235 76.817 FS
275.948
3 -0.14422297D+04 234.6638929 0.1399396 34.445 94.213 FS
274.342
4 -0.12679385D+04 174.2912063 0.1208484 5.316 121.232 FS
276.452
5 -0.11865099D+04 81.4285610 0.0642212 0.000 126.514 FS
276.486
6 -0.11179973D+04 68.5126263 0.0577430 0.000 130.797 EM
272.203
7 -0.10951588D+04 22.8385048 0.0204280 0.000 139.432 FS
263.568
8 -0.10770114D+04 18.1474501 0.0165706 0.000 163.287 FS
239.713
9 -0.10727827D+04 4.2286607 0.0039263 0.000 192.192 FS
210.808
10 -0.10722428D+04 0.5399181 0.0005033 0.000 207.472 FS
195.528
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 369
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12545625D+04 0.0000000 0.0000000 134.871 9.979 EM
258.149
2 -0.11497441D+04 104.8183284 0.0835497 144.356 0.004 FS
258.641
3 -0.10843818D+04 65.3623835 0.0568495 156.182 0.005 EM
246.813
4 -0.10793510D+04 5.0307333 0.0046393 159.368 0.010 EM
243.622
5 -0.10770954D+04 2.2555888 0.0020898 161.197 0.032 EM
241.771
6 -0.10756726D+04 1.4228403 0.0013210 162.901 0.108 EM
239.990
7 -0.10746264D+04 1.0461713 0.0009726 164.540 0.320 EM
238.140
8 -0.10737401D+04 0.8862942 0.0008247 166.115 0.610 EM
236.275
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 370
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14456145D+04 0.0000000 0.0000000 124.115 7.600 EM
271.285
2 -0.11180420D+04 327.5725092 0.2265974 125.295 6.696 EM
271.009
3 -0.10958283D+04 22.2136445 0.0198683 128.363 7.417 EM
267.220
4 -0.10863611D+04 9.4671800 0.0086393 131.394 8.623 EM
262.983
5 -0.10812940D+04 5.0671856 0.0046644 134.185 10.020 EM
258.795
6 -0.10784010D+04 2.8929136 0.0026754 136.684 11.459 EM
254.857
7 -0.10766312D+04 1.7698207 0.0016412 138.884 12.870 EM
251.245
8 -0.10754755D+04 1.1557064 0.0010734 140.800 14.225 EM
247.975
9 -0.10746777D+04 0.7978102 0.0007418 142.455 15.515 EM
245.029
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 371
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.22371734D+04 0.0000000 0.0000000 110.863 0.246 EM
291.891
2 -0.17791745D+04 457.9988864 0.2047221 122.362 0.083 EM
280.555
3 -0.12949304D+04 484.2441107 0.2721735 130.066 0.000 FS
272.934
4 -0.11697312D+04 125.1992009 0.0966841 146.010 0.000 FS
256.990
5 -0.11084373D+04 61.2938958 0.0524000 178.985 0.000 FS
224.015
6 -0.10798549D+04 28.5823710 0.0257862 200.675 0.000 FS
202.325
7 -0.10728210D+04 7.0338834 0.0065137 203.720 0.000 FS
199.280
8 -0.10722353D+04 0.5857124 0.0005460 207.428 0.000 FS
195.572
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 372
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16616851D+04 0.0000000 0.0000000 62.244 100.675 EM
240.081
2 -0.15178215D+04 143.8635668 0.0865769 22.074 130.003 FS
250.923
3 -0.12301123D+04 287.7092200 0.1895541 9.394 165.059 EM
228.547
4 -0.11253146D+04 104.7977057 0.0851936 4.524 176.436 EM
222.041
5 -0.10847556D+04 40.5589348 0.0360423 2.728 179.394 EM
220.878
6 -0.10750774D+04 9.6782187 0.0089220 2.092 180.145 EM
220.764
7 -0.10733880D+04 1.6894486 0.0015715 1.945 180.505 EM
220.550
8 -0.10726356D+04 0.7523980 0.0007010 2.051 180.833 EM
220.116
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 373
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13136181D+04 0.0000000 0.0000000 7.543 126.227 EM
269.231
2 -0.12603275D+04 53.2905464 0.0405678 0.002 133.880 FS
269.117
3 -0.11357754D+04 124.5521596 0.0988252 0.002 138.428 EM
264.570
4 -0.11136343D+04 22.1410379 0.0194942 0.003 139.402 EM
263.595
5 -0.10996210D+04 14.0132881 0.0125834 0.004 140.998 EM
261.998
6 -0.10901052D+04 9.5158684 0.0086538 0.005 143.344 EM
259.650
7 -0.10840765D+04 6.0286478 0.0055303 0.007 146.176 EM
256.817
8 -0.10803960D+04 3.6804683 0.0033950 0.009 149.233 EM
253.758
9 -0.10781402D+04 2.2558489 0.0020880 0.010 152.325 EM
250.665
10 -0.10767077D+04 1.4325159 0.0013287 0.012 155.334 EM
247.655
11 -0.10757505D+04 0.9572199 0.0008890 0.013 158.199 EM
244.788
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 374
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.29033757D+04 0.0000000 0.0000000 3.598 120.662 EM
278.740
2 -0.25071856D+04 396.1900712 0.1364584 3.672 120.596 FS
278.732
3 -0.21228099D+04 384.3756705 0.1533096 4.151 120.118 FS
278.731
4 -0.16886199D+04 434.1900550 0.2045355 57.853 66.636 FS
278.511
5 -0.13885671D+04 300.0527842 0.1776911 55.442 69.124 FS
278.433
6 -0.12476416D+04 140.9254944 0.1014899 39.958 93.269 FS
269.772
7 -0.11992365D+04 48.4050919 0.0387973 36.881 106.446 FS
259.673
8 -0.11298929D+04 69.3436285 0.0578231 33.878 131.637 FS
237.485
9 -0.10917571D+04 38.1358167 0.0337517 54.911 137.959 FS
210.130
10 -0.10779199D+04 13.8371942 0.0126742 125.191 89.561 FS
188.248
11 -0.10733249D+04 4.5949458 0.0042628 113.913 64.117 FS
224.970
12 -0.10721224D+04 1.2024781 0.0011203 204.088 23.693 FS
175.219
13 -0.10717932D+04 0.3292497 0.0003071 205.271 23.621 EM
174.108
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 375
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12717452D+04 0.0000000 0.0000000 62.439 185.081 EM
155.480
2 -0.11636779D+04 108.0672903 0.0849756 69.438 144.357 FS
189.205
3 -0.11254309D+04 38.2470341 0.0328674 22.901 200.209 FS
179.890
4 -0.10980393D+04 27.3915919 0.0243388 41.070 214.615 FS
147.315
5 -0.10791519D+04 18.8873581 0.0172010 36.134 223.727 EM
143.139
6 -0.10752348D+04 3.9171592 0.0036298 34.108 227.005 EM
141.888
7 -0.10738378D+04 1.3969858 0.0012992 33.084 228.357 EM
141.560
8 -0.10732374D+04 0.6004095 0.0005591 32.422 229.059 EM
141.519
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 376
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15103120D+04 0.0000000 0.0000000 80.909 58.594 EM
263.496
2 -0.12497157D+04 260.5963829 0.1725447 47.764 84.295 EM
270.940
3 -0.11806645D+04 69.0511827 0.0552535 25.448 107.051 EM
270.501
4 -0.11367313D+04 43.9331906 0.0372106 13.627 120.587 EM
268.786
5 -0.11095223D+04 27.2089558 0.0239361 8.150 128.487 EM
266.363
6 -0.10937639D+04 15.7584630 0.0142029 5.711 133.982 EM
263.307
7 -0.10850747D+04 8.6891395 0.0079443 4.658 138.489 EM
259.853
8 -0.10803171D+04 4.7576107 0.0043846 4.266 142.462 EM
256.272
9 -0.10775912D+04 2.7258710 0.0025232 4.212 146.025 EM
252.763
10 -0.10759003D+04 1.6909020 0.0015691 4.339 149.226 EM
249.434
11 -0.10747615D+04 1.1388207 0.0010585 4.561 152.111 EM
246.327
12 -0.10739434D+04 0.8181278 0.0007612 4.826 154.728 EM
243.446
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 377
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14285409D+04 0.0000000 0.0000000 338.338 57.238 EM
7.425
2 -0.13100965D+04 118.4443452 0.0829128 337.389 50.762 EM
14.849
3 -0.12009258D+04 109.1706762 0.0833303 334.642 43.142 EM
25.217
4 -0.11463684D+04 54.5574292 0.0454295 329.555 35.839 EM
37.607
5 -0.11216797D+04 24.6886790 0.0215364 322.839 29.463 EM
50.698
6 -0.11074458D+04 14.2339800 0.0126899 315.464 24.209 EM
63.328
7 -0.10974578D+04 9.9879282 0.0090189 308.146 20.098 EM
74.756
8 -0.10902002D+04 7.2576560 0.0066132 301.311 17.038 EM
84.651
9 -0.10848681D+04 5.3320859 0.0048909 295.153 14.865 EM
92.982
10 -0.10809591D+04 3.9089620 0.0036032 289.731 13.387 EM
99.882
11 -0.10781145D+04 2.8446034 0.0026316 285.017 12.428 EM
105.555
12 -0.10760482D+04 2.0663047 0.0019166 280.935 11.848 EM
110.217
13 -0.10745401D+04 1.5081013 0.0014015 277.386 11.550 EM
114.064
14 -0.10734306D+04 1.1095393 0.0010326 274.275 11.459 EM
117.266
15 -0.10726079D+04 0.8226486 0.0007664 271.520 11.520 EM
119.960
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 378
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.20072400D+04 0.0000000 0.0000000 77.202 160.587 EM
165.211
2 -0.20007934D+04 6.4465958 0.0032117 220.226 63.356 FS
119.418
3 -0.10966455D+04 904.1478878 0.4518947 232.903 64.433 EM
105.663
4 -0.10813401D+04 15.3054198 0.0139566 241.839 61.681 EM
99.480
5 -0.10775529D+04 3.7871887 0.0035023 246.857 59.132 EM
97.011
6 -0.10761000D+04 1.4528487 0.0013483 249.626 56.914 EM
96.460
7 -0.10753428D+04 0.7571854 0.0007036 251.055 55.040 EM
96.905
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 379
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.21613902D+04 0.0000000 0.0000000 8.105 122.614 EM
272.280
2 -0.17749688D+04 386.4214563 0.1787838 0.162 130.470 FS
272.369
3 -0.11119209D+04 663.0478999 0.3735547 0.157 130.339 EM
272.503
4 -0.10933533D+04 18.5675352 0.0166986 0.160 135.015 EM
267.826
5 -0.10852601D+04 8.0932648 0.0074022 0.168 139.877 EM
262.956
6 -0.10810998D+04 4.1602649 0.0038334 0.180 144.425 EM
258.395
7 -0.10786776D+04 2.4221895 0.0022405 0.199 148.561 EM
254.240
8 -0.10771324D+04 1.5452328 0.0014325 0.225 152.293 EM
250.482
9 -0.10760782D+04 1.0541754 0.0009787 0.258 155.659 EM
247.082
10 -0.10753212D+04 0.7569769 0.0007035 0.299 158.704 EM
243.997
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 380
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.23627052D+04 0.0000000 0.0000000 0.000 179.658 EM
223.342
2 -0.23359643D+04 26.7408948 0.0113179 0.000 183.424 FS
219.576
3 -0.19512531D+04 384.7112586 0.1646906 0.000 169.299 FS
233.701
4 -0.16638758D+04 287.3772498 0.1472783 0.000 180.332 FS
222.668
5 -0.13953792D+04 268.4966260 0.1613682 0.000 142.043 FS
260.957
6 -0.13147501D+04 80.6291084 0.0577829 0.000 144.157 FS
258.843
7 -0.12389444D+04 75.8056556 0.0576578 0.000 161.972 FS
241.028
8 -0.11844408D+04 54.5035624 0.0439919 0.000 185.262 FS
217.738
9 -0.11356473D+04 48.7935828 0.0411955 0.000 213.867 FS
189.133
10 -0.11064692D+04 29.1781113 0.0256929 0.000 243.071 FS
159.929
11 -0.10875063D+04 18.9628862 0.0171382 0.000 218.549 FS
184.451
12 -0.10779004D+04 9.6059025 0.0088330 0.000 213.210 FS
189.790
13 -0.10738226D+04 4.0777628 0.0037831 0.000 211.699 FS
191.301
14 -0.10725201D+04 1.3025109 0.0012130 0.000 213.035 FS
189.965
15 -0.10722430D+04 0.2771349 0.0002584 0.000 213.060 FS
189.940
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 381
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.20744680D+04 0.0000000 0.0000000 221.817 54.643 EM
126.540
2 -0.17381149D+04 336.3530973 0.1621395 263.329 29.121 FS
110.550
3 -0.14968241D+04 241.2907304 0.1388232 324.878 43.245 FS
34.877
4 -0.13483199D+04 148.5042006 0.0992129 335.971 67.028 FS
0.001
5 -0.10816923D+04 266.6276037 0.1977480 324.632 78.367 EM
0.001
6 -0.10767115D+04 4.9808730 0.0046047 319.554 83.445 EM
0.001
7 -0.10735033D+04 3.2081313 0.0029796 318.481 84.518 EM
0.001
8 -0.10743201D+04 -0.8167521 -0.0007608 317.561 85.439 EM
0.001
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 382
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14982837D+04 0.0000000 0.0000000 9.435 129.681 EM
263.884
2 -0.11983576D+04 299.9260518 0.2001798 20.258 121.104 FS
261.638
3 -0.11338140D+04 64.5436032 0.0538601 0.046 144.899 FS
258.055
4 -0.10912919D+04 42.5221643 0.0375037 0.000 182.308 FS
220.692
5 -0.10751143D+04 16.1775874 0.0148243 0.000 210.877 FS
192.123
6 -0.10724590D+04 2.6552836 0.0024698 0.000 213.668 FS
189.332
7 -0.10722206D+04 0.2383841 0.0002223 0.000 212.532 FS
190.468
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 383
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12831448D+04 0.0000000 0.0000000 8.100 141.256 EM
253.644
2 -0.12296434D+04 53.5013865 0.0416955 1.588 133.221 FS
268.190
3 -0.11180440D+04 111.5994037 0.0907575 1.555 144.167 EM
257.278
4 -0.11009135D+04 17.1305711 0.0153219 1.842 145.363 EM
255.795
5 -0.10906035D+04 10.3099418 0.0093649 2.602 145.660 EM
254.738
6 -0.10827179D+04 7.8856476 0.0072305 3.913 146.060 EM
253.027
7 -0.10772257D+04 5.4921874 0.0050726 5.366 146.838 EM
250.796
8 -0.10738915D+04 3.3342226 0.0030952 6.605 148.070 EM
248.325
9 -0.10719062D+04 1.9852507 0.0018487 7.538 149.665 EM
245.797
10 -0.10706737D+04 1.2325473 0.0011499 8.224 151.481 EM
243.296
11 -0.10698615D+04 0.8121912 0.0007586 8.747 153.388 EM
240.865
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 384
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12665319D+04 0.0000000 0.0000000 2.577 149.211 EM
251.212
2 -0.11365148D+04 130.0170826 0.1026560 3.772 147.916 FS
251.312
3 -0.10817655D+04 54.7493009 0.0481730 2.900 154.917 EM
245.182
4 -0.10738075D+04 7.9580091 0.0073565 2.655 157.916 EM
242.428
5 -0.10728721D+04 0.9353701 0.0008711 2.493 160.399 EM
240.109
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 385
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12414638D+04 0.0000000 0.0000000 89.991 66.165 EM
246.844
2 -0.11765457D+04 64.9181736 0.0522916 135.262 11.464 FS
256.274
3 -0.10784496D+04 98.0960235 0.0833763 153.889 12.646 EM
236.465
4 -0.10723135D+04 6.1361144 0.0056898 158.953 13.472 EM
230.575
5 -0.10716937D+04 0.6197891 0.0005780 160.934 14.227 EM
227.839
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 386
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15510549D+04 0.0000000 0.0000000 125.626 0.142 EM
277.232
2 -0.14092265D+04 141.8283823 0.0914400 124.678 0.036 EM
278.287
3 -0.13354207D+04 73.8057662 0.0523732 124.913 0.017 EM
278.069
4 -0.12595609D+04 75.8598072 0.0568059 125.522 0.013 EM
277.465
5 -0.11931388D+04 66.4221400 0.0527344 126.788 0.013 EM
276.199
6 -0.11445819D+04 48.5569060 0.0406968 128.985 0.015 EM
274.001
7 -0.11141505D+04 30.4313795 0.0265873 132.132 0.018 EM
270.850
8 -0.10969367D+04 17.2137396 0.0154501 135.942 0.023 EM
267.035
9 -0.10875979D+04 9.3388770 0.0085136 140.031 0.031 EM
262.938
10 -0.10824575D+04 5.1403882 0.0047264 144.094 0.047 EM
258.859
11 -0.10794483D+04 3.0091774 0.0027799 147.929 0.102 EM
254.969
12 -0.10773449D+04 2.1033537 0.0019485 151.264 0.392 EM
251.344
13 -0.10748540D+04 2.4909277 0.0023121 153.712 1.275 EM
248.013
14 -0.10727539D+04 2.1001252 0.0019539 156.120 1.897 EM
244.983
15 -0.10717057D+04 1.0482273 0.0009771 158.423 2.435 EM
242.142
16 -0.10707866D+04 0.9190381 0.0008575 160.493 3.025 EM
239.481
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 387
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15200001D+04 0.0000000 0.0000000 127.113 3.270 EM
272.618
2 -0.15009670D+04 19.0330285 0.0125217 142.753 0.000 FS
260.247
3 -0.14330699D+04 67.8971043 0.0452356 141.918 0.000 FS
261.082
4 -0.13024796D+04 130.5902736 0.0911262 152.055 0.000 FS
250.945
5 -0.12380599D+04 64.4197148 0.0494593 191.684 0.000 FS
211.316
6 -0.11853305D+04 52.7294761 0.0425904 248.561 0.000 FS
154.439
7 -0.11445681D+04 40.7623058 0.0343890 261.933 0.000 FS
141.067
8 -0.11180132D+04 26.5549153 0.0232008 225.297 0.000 FS
177.703
9 -0.10988234D+04 19.1898676 0.0171643 212.695 0.000 FS
190.305
10 -0.10857380D+04 13.0853943 0.0119086 205.126 0.000 FS
197.874
11 -0.10779059D+04 7.8320713 0.0072136 203.715 0.000 FS
199.285
12 -0.10740392D+04 3.8666629 0.0035872 206.454 0.000 FS
196.546
13 -0.10726013D+04 1.4379491 0.0013388 210.653 0.000 FS
192.347
14 -0.10722565D+04 0.3447893 0.0003215 212.668 0.000 FS
190.332
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 388
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15014145D+04 0.0000000 0.0000000 48.971 84.698 EM
269.332
2 -0.13630548D+04 138.3597196 0.0921529 31.991 94.728 FS
276.281
3 -0.12136849D+04 149.3698360 0.1095846 26.871 101.188 EM
274.941
4 -0.11597640D+04 53.9209264 0.0444274 22.502 106.951 EM
273.546
5 -0.11258741D+04 33.8899534 0.0292214 19.443 112.346 EM
271.211
6 -0.11041965D+04 21.6775793 0.0192540 17.417 117.537 EM
268.046
7 -0.10913941D+04 12.8023828 0.0115943 16.142 122.513 EM
264.345
8 -0.10841573D+04 7.2367792 0.0066308 15.383 127.175 EM
260.442
9 -0.10800275D+04 4.1297842 0.0038092 14.963 131.444 EM
256.593
10 -0.10775606D+04 2.4668980 0.0022841 14.752 135.298 EM
252.950
11 -0.10760007D+04 1.5599751 0.0014477 14.662 138.761 EM
249.577
12 -0.10749617D+04 1.0389575 0.0009656 14.636 141.878 EM
246.487
13 -0.10742392D+04 0.7224604 0.0006721 14.638 144.698 EM
243.664
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 389
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11726926D+04 0.0000000 0.0000000 264.475 132.340 EM
6.185
2 -0.11260689D+04 46.6236550 0.0397578 240.196 155.104 EM
7.701
3 -0.11114291D+04 14.6397978 0.0130008 217.605 176.293 EM
9.102
4 -0.11011162D+04 10.3129324 0.0092790 198.473 194.216 EM
10.310
5 -0.10934320D+04 7.6842417 0.0069786 183.102 208.593 EM
11.305
6 -0.10874944D+04 5.9375480 0.0054302 171.213 219.685 EM
12.102
7 -0.10832043D+04 4.2900877 0.0039449 162.211 228.058 EM
12.731
8 -0.10799063D+04 3.2980457 0.0030447 155.363 234.407 EM
13.230
9 -0.10774282D+04 2.4780728 0.0022947 150.187 239.186 EM
13.627
10 -0.10756059D+04 1.8222830 0.0016913 146.357 242.697 EM
13.945
11 -0.10742642D+04 1.3416938 0.0012474 143.587 245.208 EM
14.204
12 -0.10732864D+04 0.9778120 0.0009102 141.627 246.954 EM
14.418
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 390
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13077144D+04 0.0000000 0.0000000 121.041 8.770 EM
273.189
2 -0.12884521D+04 19.2623196 0.0147298 130.471 0.002 FS
272.526
3 -0.11196478D+04 168.8043255 0.1310133 138.046 0.002 EM
264.952
4 -0.11038210D+04 15.8267397 0.0141355 140.167 0.002 EM
262.831
5 -0.10928857D+04 10.9353388 0.0099068 142.407 0.002 EM
260.591
6 -0.10858027D+04 7.0829911 0.0064810 145.136 0.002 EM
257.862
7 -0.10814467D+04 4.3559909 0.0040118 148.156 0.002 EM
254.842
8 -0.10787908D+04 2.6559194 0.0024559 151.263 0.002 EM
251.735
9 -0.10771293D+04 1.6614887 0.0015401 154.317 0.002 EM
248.681
10 -0.10760385D+04 1.0907370 0.0010126 157.240 0.002 EM
245.758
11 -0.10752835D+04 0.7550095 0.0007017 159.998 0.002 EM
243.000
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 391
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12562189D+04 0.0000000 0.0000000 0.000 208.874 EM
194.126
2 -0.12469357D+04 9.2832588 0.0073898 0.000 208.515 FS
194.485
3 -0.11448398D+04 102.0958405 0.0818774 0.000 182.434 EM
220.566
4 -0.11169294D+04 27.9104137 0.0243793 0.000 169.592 EM
233.408
5 -0.11028032D+04 14.1261827 0.0126473 0.000 163.561 EM
239.439
6 -0.10928542D+04 9.9490733 0.0090216 0.000 160.779 EM
242.221
7 -0.10858751D+04 6.9790598 0.0063861 0.000 159.828 EM
243.172
8 -0.10812236D+04 4.6514808 0.0042836 0.000 160.045 EM
242.955
9 -0.10782692D+04 2.9543882 0.0027324 0.000 161.021 EM
241.979
10 -0.10764479D+04 1.8213568 0.0016891 0.000 162.465 EM
240.535
11 -0.10753281D+04 1.1197950 0.0010403 0.000 164.170 EM
238.830
12 -0.10746215D+04 0.7065710 0.0006571 0.000 165.996 EM
237.004
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 392
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.20780285D+04 0.0000000 0.0000000 2.997 104.039 EM
295.964
2 -0.18827133D+04 195.3151433 0.0939906 4.218 102.923 FS
295.859
3 -0.18289286D+04 53.7847020 0.0285677 0.046 111.674 FS
291.280
4 -0.16790586D+04 149.8700738 0.0819442 0.000 123.397 FS
279.603
5 -0.15541550D+04 124.9036061 0.0743891 0.000 123.815 FS
279.185
6 -0.14337032D+04 120.4517067 0.0775030 0.000 124.035 FS
278.965
7 -0.13190898D+04 114.6134021 0.0799422 0.000 124.303 FS
278.697
8 -0.12178926D+04 101.1972026 0.0767174 0.000 124.972 FS
278.028
9 -0.11420065D+04 75.8861228 0.0623094 0.000 127.077 FS
275.923
10 -0.10991386D+04 42.8679523 0.0375374 0.000 133.440 FS
269.560
11 -0.10815638D+04 17.5747291 0.0159895 0.000 147.798 FS
255.202
12 -0.10751316D+04 6.4322295 0.0059472 0.000 168.762 FS
234.238
13 -0.10728106D+04 2.3210304 0.0021588 0.000 190.208 FS
212.792
14 -0.10722522D+04 0.5583427 0.0005204 0.000 205.804 FS
197.196
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 393
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15915827D+04 0.0000000 0.0000000 4.871 373.035 EM
25.094
2 -0.13161885D+04 275.3942052 0.1730317 0.001 402.725 FS
0.274
3 -0.11745292D+04 141.6592220 0.1076284 0.001 402.493 EM
0.506
4 -0.11617688D+04 12.7603945 0.0108643 0.000 403.000 FS
0.000
5 -0.11041494D+04 57.6194617 0.0495963 0.000 403.000 FS
0.000
6 -0.10882677D+04 15.8816787 0.0143836 0.000 403.000 FS
0.000
7 -0.10796117D+04 8.6560325 0.0079540 0.000 403.000 FS
0.000
8 -0.10759142D+04 3.6974398 0.0034248 0.000 403.000 FS
0.000
9 -0.10750518D+04 0.8623864 0.0008015 0.000 403.000 FS
0.000
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 394
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13300206D+04 0.0000000 0.0000000 9.137 178.040 EM
215.823
2 -0.11553609D+04 174.6596435 0.1313210 9.555 148.489 EM
244.955
3 -0.11166156D+04 38.7453403 0.0335353 10.259 140.020 EM
252.721
4 -0.11010742D+04 15.5414083 0.0139183 11.247 137.352 EM
254.401
5 -0.10911208D+04 9.9533952 0.0090397 12.354 136.675 EM
253.971
6 -0.10844271D+04 6.6937217 0.0061347 13.500 137.004 EM
252.495
7 -0.10801417D+04 4.2853457 0.0039517 14.657 137.914 EM
250.430
8 -0.10774572D+04 2.6845404 0.0024854 15.819 139.116 EM
248.065
9 -0.10757623D+04 1.6949149 0.0015731 16.982 140.428 EM
245.590
10 -0.10746308D+04 1.1314245 0.0010517 18.158 141.709 EM
243.132
11 -0.10738525D+04 0.7783507 0.0007243 19.338 142.908 EM
240.754
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 395
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19734924D+04 0.0000000 0.0000000 34.012 139.834 EM
229.154
2 -0.16289478D+04 344.5446447 0.1745863 33.205 143.377 FS
226.418
3 -0.13386406D+04 290.3072322 0.1782176 34.530 147.394 FS
221.076
4 -0.12000024D+04 138.6381332 0.1035664 39.227 153.040 FS
210.734
5 -0.11638246D+04 36.1777834 0.0301481 74.504 185.184 FS
143.312
6 -0.11264387D+04 37.3859398 0.0321233 97.021 178.105 FS
127.873
7 -0.10988668D+04 27.5718642 0.0244770 123.498 168.689 FS
110.813
8 -0.10890074D+04 9.8594262 0.0089724 190.932 127.959 FS
84.110
9 -0.10806424D+04 8.3650001 0.0076813 118.836 115.000 FS
169.164
10 -0.10739803D+04 6.6621600 0.0061650 171.929 80.356 FS
150.715
11 -0.10710696D+04 2.9106889 0.0027102 166.601 114.508 FS
121.891
12 -0.10720875D+04 -1.0179777 -0.0009504 166.908 114.053 EM
122.040
13 -0.10715445D+04 0.5430181 0.0005065 166.992 113.972 EM
122.036
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 396
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12383704D+04 0.0000000 0.0000000 164.068 5.071 EM
233.862
2 -0.11394630D+04 98.9073641 0.0798690 159.567 4.351 EM
239.082
3 -0.11173652D+04 22.0978074 0.0193932 155.169 4.133 EM
243.698
4 -0.11035426D+04 13.8226043 0.0123707 152.344 4.055 EM
246.601
5 -0.10933278D+04 10.2148311 0.0092564 151.031 4.092 EM
247.877
6 -0.10860942D+04 7.2336364 0.0066162 150.894 4.242 EM
247.864
7 -0.10812043D+04 4.8898594 0.0045022 151.550 4.521 EM
246.929
8 -0.10780082D+04 3.1960672 0.0029560 152.682 4.923 EM
245.396
9 -0.10759398D+04 2.0684680 0.0019188 154.047 5.437 EM
243.516
10 -0.10745654D+04 1.3743090 0.0012773 155.476 6.046 EM
241.478
11 -0.10736014D+04 0.9640449 0.0008971 156.900 6.705 EM
239.394
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 397
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19156632D+04 0.0000000 0.0000000 384.277 0.773 EM
17.950
2 -0.16188685D+04 296.7947844 0.1549306 403.000 0.000 FS
0.000
3 -0.13539395D+04 264.9290140 0.1636507 403.000 0.000 FS
0.000
4 -0.13034236D+04 50.5158221 0.0373103 403.000 0.000 FS
0.000
5 -0.12583787D+04 45.0448975 0.0345589 403.000 0.000 FS
0.000
6 -0.12275825D+04 30.7962777 0.0244730 403.000 0.000 FS
0.000
7 -0.11996318D+04 27.9506784 0.0227689 403.000 0.000 FS
0.000
8 -0.11732434D+04 26.3883270 0.0219970 403.000 0.000 FS
0.000
9 -0.11486366D+04 24.6068869 0.0209734 403.000 0.000 FS
0.000
10 -0.11263818D+04 22.2547375 0.0193749 403.000 0.000 FS
0.000
11 -0.11072858D+04 19.0960570 0.0169534 403.000 0.000 FS
0.000
12 -0.10922943D+04 14.9914656 0.0135389 403.000 0.000 FS
0.000
13 -0.10822071D+04 10.0871812 0.0092349 403.000 0.000 FS
0.000
14 -0.10770178D+04 5.1893077 0.0047951 403.000 0.000 FS
0.000
15 -0.10752885D+04 1.7293524 0.0016057 403.000 0.000 FS
0.000
16 -0.10749643D+04 0.3241295 0.0003014 403.000 0.000 FS
0.000
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 398
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13942850D+04 0.0000000 0.0000000 110.145 76.942 EM
215.913
2 -0.12995304D+04 94.7545415 0.0679592 164.874 89.836 FS
148.290
3 -0.12234335D+04 76.0969179 0.0585572 225.519 106.402 FS
71.079
4 -0.11514400D+04 71.9935639 0.0588455 246.053 106.982 FS
49.965
5 -0.10865255D+04 64.9145026 0.0563768 234.566 121.435 EM
47.000
6 -0.10786626D+04 7.8629112 0.0072367 227.815 129.252 EM
45.933
7 -0.10761958D+04 2.4667235 0.0022868 223.291 134.091 EM
45.618
8 -0.10748716D+04 1.3242360 0.0012305 220.173 137.194 EM
45.633
9 -0.10740193D+04 0.8523302 0.0007930 217.967 139.236 EM
45.797
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 399
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14638892D+04 0.0000000 0.0000000 384.742 11.886 EM
6.372
2 -0.13961139D+04 67.7753542 0.0462981 403.000 0.000 FS
0.000
3 -0.10757145D+04 320.3993857 0.2294937 403.000 0.000 EM
0.000
4 -0.10753456D+04 0.3689038 0.0003429 403.000 0.000 FS
0.000
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 400
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.23498916D+04 0.0000000 0.0000000 112.707 1.945 EM
288.348
2 -0.19907484D+04 359.1431149 0.1528339 116.477 0.028 FS
286.495
3 -0.13570399D+04 633.7085830 0.3183268 123.895 0.154 EM
278.951
4 -0.11224709D+04 234.5689135 0.1728534 127.766 0.669 EM
274.566
5 -0.10986749D+04 23.7960898 0.0211997 129.720 2.678 EM
270.602
6 -0.10864784D+04 12.1964263 0.0111010 130.917 5.145 EM
266.938
7 -0.10793330D+04 7.1453800 0.0065766 132.942 6.936 EM
263.123
8 -0.10758563D+04 3.4767371 0.0032212 135.482 7.947 EM
259.570
9 -0.10742006D+04 1.6557038 0.0015390 137.975 8.551 EM
256.474
10 -0.10733177D+04 0.8829144 0.0008219 140.249 8.944 EM
253.806
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 401
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14491377D+04 0.0000000 0.0000000 0.923 394.358 EM
7.719
2 -0.11334486D+04 315.6891311 0.2178462 0.897 391.247 EM
10.857
3 -0.11212663D+04 12.1823118 0.0107480 0.856 387.725 EM
14.419
4 -0.11117796D+04 9.4867129 0.0084607 0.830 383.901 EM
18.269
5 -0.11041204D+04 7.6591685 0.0068891 0.815 379.918 EM
22.267
6 -0.10978871D+04 6.2333031 0.0056455 0.810 375.909 EM
26.282
7 -0.10928050D+04 5.0820792 0.0046290 0.813 371.983 EM
30.204
8 -0.10886752D+04 4.1298242 0.0037791 0.826 368.225 EM
33.950
9 -0.10853431D+04 3.3320959 0.0030607 0.845 364.695 EM
37.460
10 -0.10826805D+04 2.6625781 0.0024532 0.869 361.431 EM
40.701
11 -0.10805765D+04 2.1040371 0.0019434 0.895 358.446 EM
43.659
12 -0.10789334D+04 1.6430633 0.0015205 0.921 355.741 EM
46.338
13 -0.10776657D+04 1.2677057 0.0011750 0.947 353.303 EM
48.750
14 -0.10766991D+04 0.9666262 0.0008970 0.972 351.113 EM
50.916
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 402
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.22840676D+04 0.0000000 0.0000000 30.408 238.791 EM
133.801
2 -0.13257230D+04 958.3445599 0.4195780 313.618 85.718 FS
3.664
3 -0.11558488D+04 169.8742029 0.1281370 331.511 67.982 EM
3.507
4 -0.11052166D+04 50.6322024 0.0438052 342.793 56.595 EM
3.612
5 -0.10885738D+04 16.6428484 0.0150584 347.130 52.200 EM
3.669
6 -0.10814137D+04 7.1601159 0.0065775 348.935 50.336 EM
3.729
7 -0.10784407D+04 2.9729417 0.0027491 349.254 49.963 EM
3.783
8 -0.10770424D+04 1.3983521 0.0012966 348.935 50.234 EM
3.831
9 -0.10762342D+04 0.8082017 0.0007504 348.406 50.720 EM
3.874
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 403
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.32920653D+04 0.0000000 0.0000000 42.231 2.856 EM
357.913
2 -0.13115728D+04 1980.4925379 0.6015958 121.643 2.338 EM
279.019
3 -0.12611575D+04 50.4152963 0.0384388 122.739 1.685 FS
278.576
4 -0.11093294D+04 151.8281310 0.1203879 127.863 1.846 EM
273.291
5 -0.10904691D+04 18.8602452 0.0170015 133.162 2.169 EM
267.669
6 -0.10822735D+04 8.1955913 0.0075157 138.158 2.606 EM
262.236
7 -0.10776774D+04 4.5960891 0.0042467 142.534 3.123 EM
257.343
8 -0.10749620D+04 2.7154789 0.0025198 146.313 3.671 EM
253.017
9 -0.10731754D+04 1.7865304 0.0016619 149.536 4.270 EM
249.195
10 -0.10718071D+04 1.3683155 0.0012750 152.256 4.946 EM
245.799
11 -0.10707031D+04 1.1040204 0.0010301 154.619 5.626 EM
242.755
12 -0.10698882D+04 0.8149318 0.0007611 156.791 6.211 EM
239.998
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 404
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14249888D+04 0.0000000 0.0000000 147.676 3.629 EM
251.694
2 -0.12782701D+04 146.7187391 0.1029613 153.335 0.000 FS
249.665
3 -0.10757353D+04 202.5347276 0.1584444 169.341 0.000 EM
233.659
4 -0.10734929D+04 2.2423929 0.0020845 174.741 0.000 EM
228.259
5 -0.10731154D+04 0.3775293 0.0003517 177.423 0.000 EM
225.577
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 405
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13867110D+04 0.0000000 0.0000000 22.923 155.930 EM
224.147
2 -0.11099509D+04 276.7600568 0.1995802 14.401 177.673 EM
210.925
3 -0.11013323D+04 8.6186481 0.0077649 0.000 230.740 FS
172.260
4 -0.10851983D+04 16.1340261 0.0146496 0.000 169.124 FS
233.876
5 -0.10772493D+04 7.9489476 0.0073249 0.000 180.798 FS
222.202
6 -0.10742258D+04 3.0235286 0.0028067 0.000 190.876 FS
212.124
7 -0.10727548D+04 1.4709892 0.0013693 0.000 201.847 FS
201.153
8 -0.10722847D+04 0.4701456 0.0004383 0.000 209.653 FS
193.347
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 406
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14409640D+04 0.0000000 0.0000000 259.984 10.412 EM
132.604
2 -0.12479304D+04 193.0335759 0.1339614 208.491 6.340 EM
188.169
3 -0.11606761D+04 87.2543401 0.0699192 178.011 4.497 EM
220.492
4 -0.11248319D+04 35.8441202 0.0308821 164.169 3.558 EM
235.273
5 -0.11078879D+04 16.9440938 0.0150637 158.110 3.010 EM
241.880
6 -0.10963884D+04 11.4994391 0.0103796 155.520 2.664 EM
244.816
7 -0.10881935D+04 8.1949302 0.0074745 154.768 2.452 EM
245.780
8 -0.10826113D+04 5.5821989 0.0051298 155.135 2.355 EM
245.510
9 -0.10790003D+04 3.6109448 0.0033354 156.213 2.338 EM
244.449
10 -0.10765819D+04 2.4184227 0.0022414 157.597 2.488 EM
242.915
11 -0.10747898D+04 1.7921420 0.0016647 159.150 2.684 EM
241.166
12 -0.10747106D+04 0.0791866 0.0000737 161.095 2.632 EM
239.273
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 407
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17498416D+04 0.0000000 0.0000000 361.169 31.764 EM
10.067
2 -0.17123269D+04 37.5147423 0.0214389 373.394 29.606 FS
0.000
3 -0.15994502D+04 112.8766936 0.0659201 374.877 28.123 FS
0.000
4 -0.14997501D+04 99.7001006 0.0623340 376.855 26.145 FS
0.000
5 -0.14163746D+04 83.3755360 0.0555930 379.109 23.891 FS
0.000
6 -0.13479247D+04 68.4499183 0.0483276 381.976 21.024 FS
0.000
7 -0.12882420D+04 59.6826088 0.0442774 386.810 16.190 FS
0.000
8 -0.12390043D+04 49.2377002 0.0382208 392.201 10.799 FS
0.000
9 -0.11997450D+04 39.2593297 0.0316862 395.633 7.367 FS
0.000
10 -0.11659547D+04 33.7903122 0.0281646 398.763 4.237 FS
0.000
11 -0.11420124D+04 23.9423139 0.0205345 401.669 1.331 FS
0.000
12 -0.11332998D+04 8.7125650 0.0076291 403.000 0.000 FS
0.000
13 -0.11078064D+04 25.4934104 0.0224949 403.000 0.000 FS
0.000
14 -0.10922836D+04 15.5228409 0.0140122 403.000 0.000 FS
0.000
15 -0.10821799D+04 10.1036774 0.0092500 403.000 0.000 FS
0.000
16 -0.10770041D+04 5.1758113 0.0047828 403.000 0.000 FS
0.000
17 -0.10752849D+04 1.7191705 0.0015963 403.000 0.000 FS
0.000
18 -0.10749639D+04 0.3209984 0.0002985 403.000 0.000 FS
0.000
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 408
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16862199D+04 0.0000000 0.0000000 22.797 300.144 EM
80.060
2 -0.12069506D+04 479.2692677 0.2842270 13.407 262.651 EM
126.942
3 -0.11600931D+04 46.8575073 0.0388231 9.285 228.318 EM
165.397
4 -0.11323571D+04 27.7359454 0.0239084 7.286 204.300 EM
191.414
5 -0.11145421D+04 17.8150721 0.0157327 6.192 189.429 EM
207.378
6 -0.11025160D+04 12.0260501 0.0107901 5.659 180.549 EM
216.792
7 -0.10929911D+04 9.5248663 0.0086392 5.364 175.049 EM
222.587
8 -0.10859242D+04 7.0669830 0.0064657 5.195 171.668 EM
226.137
9 -0.10809970D+04 4.9271772 0.0045373 5.126 169.750 EM
228.124
10 -0.10777282D+04 3.2687723 0.0030238 5.132 168.867 EM
229.001
11 -0.10756623D+04 2.0659238 0.0019169 5.193 168.710 EM
229.097
12 -0.10743996D+04 1.2626397 0.0011738 5.295 169.045 EM
228.660
13 -0.10736381D+04 0.7615050 0.0007088 5.433 169.692 EM
227.875
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 409
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.24453696D+04 0.0000000 0.0000000 108.729 23.732 EM
270.539
2 -0.20756099D+04 369.7597403 0.1512081 72.828 59.024 FS
271.148
3 -0.17139804D+04 361.6294963 0.1742281 60.245 71.760 FS
270.995
4 -0.14777594D+04 236.2210134 0.1378201 26.950 108.307 FS
267.743
5 -0.14029697D+04 74.7897279 0.0506102 3.087 135.206 FS
264.707
6 -0.12850715D+04 117.8981830 0.0840347 8.634 121.934 EM
272.432
7 -0.12202464D+04 64.8250375 0.0504447 27.530 102.861 EM
272.610
8 -0.11548179D+04 65.4285076 0.0536191 52.555 82.293 EM
268.152
9 -0.11121982D+04 42.6196798 0.0369060 72.673 66.983 EM
263.344
10 -0.10895369D+04 22.6613121 0.0203752 87.565 56.182 EM
259.253
11 -0.10792208D+04 10.3161624 0.0094684 97.505 49.646 EM
255.849
12 -0.10750308D+04 4.1900053 0.0038824 103.635 46.117 EM
253.247
13 -0.10733840D+04 1.6467445 0.0015318 107.289 44.369 EM
251.342
14 -0.10727163D+04 0.6677299 0.0006221 109.468 43.599 EM
249.934
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 410
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12987620D+04 0.0000000 0.0000000 99.684 44.299 EM
259.018
2 -0.11658755D+04 132.8865336 0.1023178 114.396 27.074 EM
261.530
3 -0.11274195D+04 38.4559830 0.0329846 122.604 19.221 EM
261.175
4 -0.11066560D+04 20.7635216 0.0184169 127.724 15.212 EM
260.065
5 -0.10938936D+04 12.7623512 0.0115324 131.692 13.058 EM
258.250
6 -0.10860673D+04 7.8263027 0.0071545 135.262 11.870 EM
255.868
7 -0.10813573D+04 4.7100842 0.0043368 138.639 11.224 EM
253.138
8 -0.10785002D+04 2.8570659 0.0026421 141.820 10.915 EM
250.265
9 -0.10766714D+04 1.8288120 0.0016957 144.745 10.855 EM
247.400
10 -0.10753756D+04 1.2957662 0.0012035 147.350 11.015 EM
244.635
11 -0.10743415D+04 1.0341609 0.0009617 149.599 11.382 EM
242.019
12 -0.10734558D+04 0.8856576 0.0008244 151.511 11.919 EM
239.570
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 411
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16529153D+04 0.0000000 0.0000000 1.730 160.069 EM
241.201
2 -0.16052622D+04 47.6530356 0.0288297 0.004 163.373 FS
239.624
3 -0.11117949D+04 493.4672863 0.3074060 0.004 138.218 EM
264.778
4 -0.10934565D+04 18.3384379 0.0164944 0.004 138.966 EM
264.030
5 -0.10858363D+04 7.6202408 0.0069689 0.004 142.364 EM
260.632
6 -0.10814775D+04 4.3587867 0.0040142 0.004 146.056 EM
256.940
7 -0.10788799D+04 2.5976004 0.0024019 0.004 149.659 EM
253.337
8 -0.10772449D+04 1.6349255 0.0015154 0.004 153.063 EM
249.934
9 -0.10761534D+04 1.0915506 0.0010133 0.004 156.233 EM
246.763
10 -0.10753851D+04 0.7683437 0.0007140 0.004 159.168 EM
243.829
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 412
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15722442D+04 0.0000000 0.0000000 43.552 91.198 EM
268.249
2 -0.13564874D+04 215.7567904 0.1372286 0.446 130.376 FS
272.179
3 -0.10986874D+04 257.8000078 0.1900497 0.412 135.096 EM
267.492
4 -0.10877111D+04 10.9762448 0.0099903 0.861 138.885 EM
263.255
5 -0.10815710D+04 6.1401128 0.0056450 1.283 143.157 EM
258.560
6 -0.10778107D+04 3.7602980 0.0034767 1.974 146.802 EM
254.225
7 -0.10757399D+04 2.0708521 0.0019214 2.566 149.954 EM
250.480
8 -0.10752192D+04 0.5206281 0.0004840 2.873 152.911 EM
247.215
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 413
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19427775D+04 0.0000000 0.0000000 54.252 261.801 EM
86.947
2 -0.16711416D+04 271.6358809 0.1398183 36.235 275.003 FS
91.762
3 -0.14136811D+04 257.4605669 0.1540627 19.607 169.659 FS
213.734
4 -0.12554620D+04 158.2190637 0.1119199 2.621 162.034 FS
238.346
5 -0.10932825D+04 162.1795481 0.1291792 2.049 165.432 EM
235.519
6 -0.10854698D+04 7.8126888 0.0071461 1.811 165.357 EM
235.833
7 -0.10805672D+04 4.9025241 0.0045165 1.747 165.053 EM
236.200
8 -0.10774260D+04 3.1412614 0.0029070 1.783 165.222 EM
235.995
9 -0.10754680D+04 1.9580222 0.0018173 1.889 165.861 EM
235.250
10 -0.10742557D+04 1.2122765 0.0011272 2.051 166.822 EM
234.127
11 -0.10734833D+04 0.7724236 0.0007190 2.266 167.958 EM
232.776
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 414
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12859372D+04 0.0000000 0.0000000 29.448 127.551 EM
246.001
2 -0.11658901D+04 120.0471754 0.0933538 44.663 98.923 EM
259.414
3 -0.11295724D+04 36.3176576 0.0311502 61.000 81.057 EM
260.942
4 -0.11049865D+04 24.5859333 0.0217657 75.173 67.983 EM
259.845
5 -0.10898072D+04 15.1792508 0.0137370 86.273 59.063 EM
257.664
6 -0.10814237D+04 8.3834998 0.0076926 94.701 53.320 EM
254.979
7 -0.10770619D+04 4.3617895 0.0040334 101.071 49.720 EM
252.209
8 -0.10748229D+04 2.2389888 0.0020788 105.901 47.506 EM
249.593
9 -0.10736534D+04 1.1694956 0.0010881 109.595 46.177 EM
247.228
10 -0.10730176D+04 0.6357940 0.0005922 112.458 45.413 EM
245.129
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 415
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16285198D+04 0.0000000 0.0000000 89.453 34.623 EM
278.923
2 -0.14091618D+04 219.3580283 0.1346978 109.611 14.453 FS
278.935
3 -0.11355989D+04 273.5628698 0.1941316 118.757 9.004 EM
275.239
4 -0.10963746D+04 39.2243255 0.0345406 125.379 7.271 EM
270.350
5 -0.10843665D+04 12.0081644 0.0109526 130.550 7.257 EM
265.193
6 -0.10794555D+04 4.9109925 0.0045289 134.622 7.810 EM
260.568
7 -0.10769309D+04 2.5245657 0.0023387 137.921 8.414 EM
256.665
8 -0.10753439D+04 1.5869989 0.0014736 140.618 8.998 EM
253.384
9 -0.10742365D+04 1.1074341 0.0010298 142.919 9.504 EM
250.577
10 -0.10734852D+04 0.7512920 0.0006994 144.933 9.932 EM
248.135
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 416
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.41270532D+04 0.0000000 0.0000000 0.000 95.093 EM
307.907
2 -0.37266268D+04 400.4263280 0.0970248 0.000 95.201 FS
307.799
3 -0.33312996D+04 395.3272388 0.1060818 0.000 95.155 FS
307.845
4 -0.29488336D+04 382.4660292 0.1148099 0.000 95.155 FS
307.845
5 -0.26009988D+04 347.8347761 0.1179567 0.000 95.154 FS
307.846
6 -0.23417823D+04 259.2165077 0.0996604 0.000 95.154 FS
307.846
7 -0.22559485D+04 85.8337375 0.0366532 0.000 95.154 FS
307.846
8 -0.22554087D+04 0.5397957 0.0002393 0.000 95.154 FS
307.846
9 -0.20578939D+04 197.5148895 0.0875739 0.000 104.859 FS
298.141
10 -0.19527785D+04 105.1153924 0.0510791 0.000 115.044 FS
287.956
11 -0.18312143D+04 121.5641517 0.0622519 0.000 120.682 FS
282.318
12 -0.17137835D+04 117.4308521 0.0641273 0.000 122.767 FS
280.233
13 -0.15998711D+04 113.9123708 0.0664684 0.000 123.560 FS
279.440
14 -0.14902995D+04 109.5715725 0.0684878 0.000 123.899 FS
279.101
15 -0.13864412D+04 103.8583430 0.0696896 0.000 124.140 FS
278.860
16 -0.12904638D+04 95.9773491 0.0692257 0.000 124.545 FS
278.455
17 -0.12064177D+04 84.0461287 0.0651286 0.000 125.622 FS
277.378
18 -0.11405769D+04 65.8407955 0.0545755 0.000 128.836 FS
274.164
19 -0.10985206D+04 42.0562697 0.0368728 0.000 138.082 FS
264.918
20 -0.10790194D+04 19.5012164 0.0177523 0.000 159.244 FS
243.756
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 417
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.28327701D+04 0.0000000 0.0000000 148.512 11.570 EM
242.918
2 -0.24558577D+04 376.9124187 0.1330544 147.202 3.150 FS
252.648
3 -0.22353970D+04 220.4606615 0.0897693 145.197 0.000 FS
257.803
4 -0.20982427D+04 137.1543261 0.0613557 146.883 0.000 FS
256.117
5 -0.20939264D+04 4.3162833 0.0020571 145.554 0.000 FS
257.446
6 -0.16868755D+04 407.0509557 0.1943960 153.641 0.000 FS
249.359
7 -0.13341621D+04 352.7134073 0.2090927 143.924 0.000 FS
259.076
8 -0.12076590D+04 126.5030609 0.0948184 138.206 0.000 FS
264.794
9 -0.11634681D+04 44.1909065 0.0365922 140.118 0.000 EM
262.882
10 -0.11391790D+04 24.2891060 0.0208765 139.318 0.000 EM
263.682
11 -0.11192886D+04 19.8904208 0.0174603 139.360 0.000 EM
263.640
12 -0.11038360D+04 15.4525578 0.0138057 140.527 0.000 EM
262.473
13 -0.10929159D+04 10.9201475 0.0098929 142.596 0.000 EM
260.404
14 -0.10858278D+04 7.0880928 0.0064855 145.265 0.000 EM
257.735
15 -0.10814598D+04 4.3680329 0.0040228 148.249 0.000 EM
254.751
16 -0.10787960D+04 2.6638006 0.0024632 151.331 0.000 EM
251.669
17 -0.10771295D+04 1.6664981 0.0015448 154.368 0.000 EM
248.632
18 -0.10760366D+04 1.0928282 0.0010146 157.280 0.000 EM
245.720
19 -0.10752810D+04 0.7555919 0.0007022 160.030 0.000 EM
242.970
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 418
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12130599D+04 0.0000000 0.0000000 144.253 12.769 EM
245.978
2 -0.11408070D+04 72.2529365 0.0595625 164.026 21.697 FS
217.276
3 -0.11251301D+04 15.6768850 0.0137419 278.702 0.491 FS
123.807
4 -0.11074437D+04 17.6863666 0.0157194 310.392 0.000 FS
92.608
5 -0.10862854D+04 21.1582862 0.0191055 210.649 0.000 FS
192.351
6 -0.10752892D+04 10.9962808 0.0101228 230.726 0.000 FS
172.274
7 -0.10726452D+04 2.6439290 0.0024588 211.545 0.000 FS
191.455
8 -0.10722430D+04 0.4022326 0.0003750 213.349 0.000 FS
189.651
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 419
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11500224D+04 0.0000000 0.0000000 153.648 40.582 EM
208.770
2 -0.11072112D+04 42.8111935 0.0372264 168.303 2.674 FS
232.022
3 -0.10750074D+04 32.2038662 0.0290856 167.958 3.908 EM
231.134
4 -0.10722008D+04 2.8065435 0.0026107 168.271 4.773 EM
229.956
5 -0.10716061D+04 0.5947552 0.0005547 169.049 5.203 EM
228.747
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 420
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.26090550D+04 0.0000000 0.0000000 0.067 145.133 EM
257.800
2 -0.12881548D+04 1320.9002611 0.5062754 0.043 124.828 EM
278.130
3 -0.11763079D+04 111.8468801 0.0868272 0.022 126.334 EM
276.645
4 -0.11243477D+04 51.9601680 0.0441723 0.012 129.486 EM
273.502
5 -0.11003386D+04 24.0091404 0.0213538 0.011 133.659 EM
269.330
6 -0.10889439D+04 11.3947124 0.0103556 0.019 138.178 EM
264.804
7 -0.10831159D+04 5.8280047 0.0053520 0.051 142.590 EM
260.358
8 -0.10797587D+04 3.3571666 0.0030995 0.191 146.612 EM
256.197
9 -0.10772882D+04 2.4705133 0.0022880 0.658 149.928 EM
252.414
10 -0.10751195D+04 2.1686540 0.0020131 1.251 152.636 EM
249.113
11 -0.10738037D+04 1.3158407 0.0012239 1.546 155.201 EM
246.253
12 -0.10730597D+04 0.7440108 0.0006929 1.658 157.699 EM
243.643
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 421
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15846475D+04 0.0000000 0.0000000 50.941 81.020 EM
271.039
2 -0.13822429D+04 202.4045930 0.1277285 58.456 74.662 FS
269.882
3 -0.12164383D+04 165.8045434 0.1199533 71.807 65.257 EM
265.936
4 -0.11261958D+04 90.2425465 0.0741859 82.817 57.505 EM
262.678
5 -0.10858553D+04 40.3405129 0.0358202 90.632 52.564 EM
259.804
6 -0.10756171D+04 10.2381804 0.0094287 95.850 49.934 EM
257.216
7 -0.10738216D+04 1.7954594 0.0016692 99.208 48.806 EM
254.987
8 -0.10731644D+04 0.6571875 0.0006120 101.277 48.492 EM
253.232
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 422
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.25936215D+04 0.0000000 0.0000000 0.686 146.530 EM
255.785
2 -0.22304945D+04 363.1270183 0.1400077 0.709 146.488 FS
255.803
3 -0.19337886D+04 296.7058732 0.1330225 0.785 146.426 FS
255.789
4 -0.17891246D+04 144.6640286 0.0748086 1.403 145.880 FS
255.716
5 -0.15381543D+04 250.9702798 0.1402755 0.000 147.058 FS
255.942
6 -0.12239177D+04 314.2365695 0.2042946 0.000 150.306 FS
252.694
7 -0.11059982D+04 117.9194872 0.0963459 0.000 157.831 FS
245.169
8 -0.10827132D+04 23.2850148 0.0210534 0.000 198.095 FS
204.905
9 -0.10737040D+04 9.0092486 0.0083210 0.000 217.146 FS
185.854
10 -0.10723610D+04 1.3430054 0.0012508 0.000 213.395 FS
189.605
11 -0.10722127D+04 0.1483093 0.0001383 0.000 212.376 FS
190.624
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 423
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.25501227D+04 0.0000000 0.0000000 199.765 20.953 EM
182.283
2 -0.23040736D+04 246.0491760 0.0964852 137.889 80.655 FS
184.456
3 -0.19100675D+04 394.0060915 0.1710041 91.405 108.420 FS
203.176
4 -0.16186312D+04 291.4363162 0.1525791 46.458 173.175 FS
183.367
5 -0.13935023D+04 225.1288340 0.1390859 6.564 177.270 FS
219.166
6 -0.12476575D+04 145.8448339 0.1046606 0.001 131.179 FS
271.820
7 -0.11437181D+04 103.9393852 0.0833076 0.001 130.470 EM
272.529
8 -0.11058321D+04 37.8860138 0.0331253 0.001 133.503 EM
269.496
9 -0.10920338D+04 13.7983453 0.0124778 0.002 137.512 EM
265.486
10 -0.10848903D+04 7.1434890 0.0065415 0.003 141.710 EM
261.287
11 -0.10809250D+04 3.9652912 0.0036550 0.003 145.784 EM
257.213
12 -0.10785662D+04 2.3587248 0.0021821 0.004 149.605 EM
253.391
13 -0.10770601D+04 1.5061595 0.0013964 0.005 153.135 EM
249.860
14 -0.10760368D+04 1.0233053 0.0009501 0.005 156.376 EM
246.618
15 -0.10753059D+04 0.7308367 0.0006792 0.006 159.349 EM
243.645
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 424
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19057319D+04 0.0000000 0.0000000 380.587 7.193 EM
15.220
2 -0.19056144D+04 0.1174546 0.0000616 369.013 0.000 FS
33.987
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 425
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.33344701D+04 0.0000000 0.0000000 154.776 2.107 EM
246.117
2 -0.29722522D+04 362.2179135 0.1086283 134.651 0.000 FS
268.349
3 -0.25717042D+04 400.5479622 0.1347624 140.199 0.000 FS
262.801
4 -0.22031293D+04 368.5749507 0.1433193 139.752 0.000 FS
263.248
5 -0.18991797D+04 303.9495963 0.1379627 144.071 0.000 FS
258.929
6 -0.18114944D+04 87.6853035 0.0461701 143.110 0.000 FS
259.890
7 -0.17643468D+04 47.1476318 0.0260269 124.842 0.000 FS
278.158
8 -0.16369511D+04 127.3957088 0.0722056 128.755 0.000 FS
274.245
9 -0.15669382D+04 70.0128087 0.0427703 138.124 0.000 FS
264.876
10 -0.15198562D+04 47.0820792 0.0300472 158.717 0.000 FS
244.283
11 -0.14833370D+04 36.5192022 0.0240281 179.034 0.000 FS
223.966
12 -0.14513367D+04 32.0002358 0.0215731 181.476 0.000 FS
221.524
13 -0.14201983D+04 31.1384477 0.0214550 175.537 0.000 FS
227.463
14 -0.13895865D+04 30.6118166 0.0215546 170.479 0.000 FS
232.521
15 -0.13594280D+04 30.1584397 0.0217032 166.523 0.000 FS
236.477
16 -0.13297328D+04 29.6952238 0.0218439 163.367 0.000 FS
239.633
17 -0.13005906D+04 29.1422123 0.0219158 160.794 0.000 FS
242.206
18 -0.12721707D+04 28.4198501 0.0218515 158.657 0.000 FS
244.343
19 -0.12447313D+04 27.4394022 0.0215690 156.855 0.000 FS
246.145
20 -0.12186289D+04 26.1024242 0.0209703 155.323 0.000 FS
247.677
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 426
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14326181D+04 0.0000000 0.0000000 330.232 37.251 EM
35.517
2 -0.13027662D+04 129.8519124 0.0906396 306.011 22.614 EM
74.374
3 -0.12347740D+04 67.9921824 0.0521906 261.549 15.751 EM
125.700
4 -0.11787805D+04 55.9935684 0.0453472 220.980 13.198 EM
168.821
5 -0.11485314D+04 30.2490124 0.0256613 191.818 12.925 EM
198.257
6 -0.11275851D+04 20.9463225 0.0182375 173.084 13.898 EM
216.018
7 -0.11112150D+04 16.3700990 0.0145178 161.073 15.649 EM
226.278
8 -0.10987091D+04 12.5058729 0.0112542 152.844 17.897 EM
232.258
9 -0.10895130D+04 9.1961189 0.0083699 146.970 20.365 EM
235.666
10 -0.10830368D+04 6.4762463 0.0059442 142.775 22.845 EM
237.380
11 -0.10786914D+04 4.3453990 0.0040122 139.868 25.195 EM
237.937
12 -0.10759094D+04 2.7819761 0.0025790 137.957 27.324 EM
237.719
13 -0.10741897D+04 1.7197171 0.0015984 136.802 29.191 EM
237.007
14 -0.10731464D+04 1.0432735 0.0009712 136.206 30.790 EM
236.003
15 -0.10725125D+04 0.6338982 0.0005907 136.012 32.144 EM
234.844
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 427
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15199513D+04 0.0000000 0.0000000 0.298 135.850 EM
266.853
2 -0.14001953D+04 119.7559203 0.0787893 0.289 135.422 FS
267.289
3 -0.13253224D+04 74.8729443 0.0534732 0.000 135.878 FS
267.122
4 -0.12072664D+04 118.0559642 0.0890772 0.000 128.846 EM
274.154
5 -0.11977041D+04 9.5622844 0.0079206 0.000 128.688 FS
274.312
6 -0.11165941D+04 81.1100316 0.0677213 0.000 136.634 FS
266.366
7 -0.10828698D+04 33.7243207 0.0302028 0.000 158.288 FS
244.712
8 -0.10736475D+04 9.2222557 0.0085165 0.000 186.742 FS
216.258
9 -0.10722913D+04 1.3562440 0.0012632 0.000 206.170 FS
196.830
10 -0.10722054D+04 0.0858844 0.0000801 0.000 209.646 FS
193.354
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 428
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.26041861D+04 0.0000000 0.0000000 78.819 33.246 EM
290.934
2 -0.23137643D+04 290.4217867 0.1115211 88.705 24.286 FS
290.009
3 -0.21577339D+04 156.0303520 0.0674357 103.789 9.526 FS
289.685
4 -0.21215220D+04 36.2119539 0.0167824 38.541 78.636 FS
285.823
5 -0.19914537D+04 130.0682795 0.0613089 30.684 89.211 FS
283.105
6 -0.18731015D+04 118.3522438 0.0594301 29.457 92.039 FS
281.504
7 -0.17638492D+04 109.2522449 0.0583269 30.741 91.959 FS
280.300
8 -0.16503094D+04 113.5398216 0.0643705 26.469 97.151 FS
279.380
9 -0.15432556D+04 107.0538240 0.0648689 30.400 94.004 FS
278.596
10 -0.14432901D+04 99.9654980 0.0647757 32.328 93.579 FS
277.093
11 -0.13510798D+04 92.2102916 0.0638890 36.824 93.707 FS
272.470
12 -0.12697883D+04 81.2914613 0.0601678 36.346 106.132 FS
260.522
13 -0.12055948D+04 64.1935392 0.0505545 34.934 139.573 FS
228.493
14 -0.11629007D+04 42.6940900 0.0354133 28.254 186.051 FS
188.696
15 -0.11311046D+04 31.7960434 0.0273420 22.765 204.019 FS
176.216
16 -0.11078060D+04 23.2986503 0.0205981 21.498 193.855 FS
187.647
17 -0.10922445D+04 15.5615265 0.0140472 18.045 187.303 FS
197.651
18 -0.10853478D+04 6.8966857 0.0063142 8.608 189.919 FS
204.473
19 -0.10757531D+04 9.5946903 0.0088402 10.738 189.249 EM
203.014
20 -0.10734684D+04 2.2847134 0.0021238 11.593 188.365 EM
203.041
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 429
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14741749D+04 0.0000000 0.0000000 65.963 98.982 EM
238.056
2 -0.12870993D+04 187.0756218 0.1269019 18.863 149.990 FS
234.147
3 -0.10945551D+04 192.5441501 0.1495954 24.337 159.042 EM
219.620
4 -0.10845411D+04 10.0140376 0.0091490 27.242 158.874 EM
216.884
5 -0.10795015D+04 5.0395968 0.0046468 29.107 156.284 EM
217.609
6 -0.10764610D+04 3.0405039 0.0028166 30.610 153.592 EM
218.799
7 -0.10742996D+04 2.1614172 0.0020079 31.832 151.448 EM
219.720
8 -0.10729196D+04 1.3800018 0.0012846 32.876 149.979 EM
220.145
9 -0.10720859D+04 0.8336800 0.0007770 33.819 149.024 EM
220.157
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 430
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14598012D+04 0.0000000 0.0000000 0.015 165.662 EM
237.322
2 -0.14395472D+04 20.2539555 0.0138745 0.000 164.647 FS
238.353
3 -0.13560888D+04 83.4583994 0.0579755 0.000 182.897 FS
220.103
4 -0.12391659D+04 116.9229153 0.0862207 0.000 140.117 FS
262.883
5 -0.11769286D+04 62.2373171 0.0502252 0.000 147.635 FS
255.365
6 -0.11389767D+04 37.9519015 0.0322466 0.000 149.789 FS
253.211
7 -0.11159281D+04 23.0486430 0.0202363 0.000 149.138 FS
253.862
8 -0.11026490D+04 13.2790908 0.0118996 0.000 150.048 FS
252.952
9 -0.10936249D+04 9.0240767 0.0081840 0.000 153.584 FS
249.416
10 -0.10862827D+04 7.3422243 0.0067137 0.000 159.582 FS
243.418
11 -0.10803377D+04 5.9450071 0.0054728 0.000 167.974 FS
235.026
12 -0.10760013D+04 4.3363805 0.0040139 0.000 178.942 FS
224.058
13 -0.10734412D+04 2.5601015 0.0023793 0.000 192.063 FS
210.937
14 -0.10724265D+04 1.0146485 0.0009452 0.000 204.503 FS
198.497
15 -0.10722210D+04 0.2055712 0.0001917 0.000 211.069 FS
191.931
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 431
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.20379775D+04 0.0000000 0.0000000 58.443 72.306 EM
272.252
2 -0.17153352D+04 322.6423491 0.1583150 57.836 72.449 FS
272.714
3 -0.15278111D+04 187.5240218 0.1093221 45.886 81.737 FS
275.377
4 -0.12630299D+04 264.7812992 0.1733076 20.945 107.364 EM
274.691
5 -0.12117760D+04 51.2538296 0.0405801 0.010 131.759 FS
271.231
6 -0.11257819D+04 85.9940854 0.0709653 0.011 136.714 EM
266.276
7 -0.10960083D+04 29.7735923 0.0264470 0.014 139.569 EM
263.417
8 -0.10862167D+04 9.7915981 0.0089339 0.021 142.817 EM
260.163
9 -0.10816592D+04 4.5575114 0.0041958 0.029 146.312 EM
256.659
10 -0.10789717D+04 2.6875146 0.0024846 0.040 149.786 EM
253.173
11 -0.10772876D+04 1.6841079 0.0015608 0.053 153.106 EM
249.842
12 -0.10761706D+04 1.1169940 0.0010369 0.066 156.218 EM
246.716
13 -0.10753889D+04 0.7817317 0.0007264 0.082 159.110 EM
243.808
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 432
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14529252D+04 0.0000000 0.0000000 9.150 122.656 EM
271.195
2 -0.13924572D+04 60.4680369 0.0416181 0.822 130.488 FS
271.690
3 -0.11888717D+04 203.5854756 0.1462059 1.086 129.504 EM
272.410
4 -0.11550694D+04 33.8023049 0.0284323 1.233 130.058 EM
271.709
5 -0.11270917D+04 27.9777182 0.0242217 1.411 131.577 EM
270.012
6 -0.11066772D+04 20.4144591 0.0181125 1.730 133.814 EM
267.456
7 -0.10932319D+04 13.4453351 0.0121493 2.317 136.415 EM
264.268
8 -0.10845107D+04 8.7211450 0.0079774 3.289 138.955 EM
260.755
9 -0.10786072D+04 5.9035077 0.0054435 4.330 141.481 EM
257.189
10 -0.10749881D+04 3.6191046 0.0033553 5.056 144.244 EM
253.701
11 -0.10728932D+04 2.0949226 0.0019488 5.572 147.090 EM
250.338
12 -0.10715649D+04 1.3283029 0.0012381 6.003 149.842 EM
247.155
13 -0.10706396D+04 0.9252698 0.0008635 6.392 152.429 EM
244.180
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 433
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12615593D+04 0.0000000 0.0000000 134.664 26.865 EM
241.471
2 -0.11436036D+04 117.9557076 0.0934999 137.932 6.704 FS
258.364
3 -0.10945497D+04 49.0538773 0.0428941 139.693 9.174 EM
254.132
4 -0.10858745D+04 8.6752384 0.0079259 138.974 11.390 EM
252.637
5 -0.10807458D+04 5.1286410 0.0047231 138.461 13.595 EM
250.944
6 -0.10775260D+04 3.2198440 0.0029793 138.342 15.746 EM
248.912
7 -0.10755394D+04 1.9866419 0.0018437 138.513 17.769 EM
246.718
8 -0.10743047D+04 1.2346879 0.0011480 138.869 19.611 EM
244.520
9 -0.10735175D+04 0.7872076 0.0007328 139.339 21.249 EM
242.412
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 434
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13978600D+04 0.0000000 0.0000000 54.826 89.609 EM
258.566
2 -0.10898492D+04 308.0108698 0.2203446 50.731 106.712 EM
245.557
3 -0.10812442D+04 8.6049481 0.0078955 45.002 115.408 EM
242.591
4 -0.10777763D+04 3.4679310 0.0032074 40.537 121.286 EM
241.177
5 -0.10751022D+04 2.6740623 0.0024811 37.578 125.583 EM
239.839
6 -0.10744698D+04 0.6324142 0.0005882 35.527 129.121 EM
238.352
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 435
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.20487065D+04 0.0000000 0.0000000 1.521 122.267 EM
279.212
2 -0.18905192D+04 158.1873452 0.0772133 1.409 122.417 FS
279.174
3 -0.18111865D+04 79.3326609 0.0419634 0.000 123.870 FS
279.130
4 -0.17144120D+04 96.7745209 0.0534316 0.000 124.247 FS
278.753
5 -0.15471334D+04 167.2786564 0.0975720 0.000 125.238 FS
277.762
6 -0.14730936D+04 74.0397701 0.0478561 0.000 127.510 FS
275.490
7 -0.13805525D+04 92.5410730 0.0628209 0.000 135.215 FS
267.785
8 -0.13024866D+04 78.0658742 0.0565468 0.000 158.408 FS
244.592
9 -0.12415744D+04 60.9122671 0.0467661 0.000 209.051 FS
193.949
10 -0.11943933D+04 47.1810749 0.0380010 0.000 256.267 FS
146.733
11 -0.11587130D+04 35.6803533 0.0298732 0.000 245.644 FS
157.356
12 -0.11322225D+04 26.4904839 0.0228620 0.000 215.619 FS
187.381
13 -0.11109084D+04 21.3140732 0.0188250 0.000 204.209 FS
198.791
14 -0.10948042D+04 16.1041730 0.0144964 0.000 197.225 FS
205.775
15 -0.10837923D+04 11.0119624 0.0100584 0.000 195.164 FS
207.836
16 -0.10771785D+04 6.6137802 0.0061024 0.000 197.300 FS
205.700
17 -0.10738243D+04 3.3542096 0.0031139 0.000 202.842 FS
200.158
18 -0.10725466D+04 1.2776232 0.0011898 0.000 209.155 FS
193.845
19 -0.10722461D+04 0.3005775 0.0002802 0.000 212.281 FS
190.719
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 436
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17107334D+04 0.0000000 0.0000000 0.000 126.033 EM
276.967
2 -0.16070265D+04 103.7069065 0.0606213 0.000 126.020 FS
276.979
3 -0.16056181D+04 1.4083526 0.0008764 0.000 126.050 FS
276.950
4 -0.13982979D+04 207.3202581 0.1291218 0.000 124.094 EM
278.906
5 -0.13685891D+04 29.7087731 0.0212464 0.000 124.005 FS
278.995
6 -0.12709356D+04 97.6535332 0.0713534 0.000 124.234 FS
278.766
7 -0.11880982D+04 82.8373836 0.0651783 0.000 124.874 FS
278.126
8 -0.11322770D+04 55.8211433 0.0469836 0.000 127.064 FS
275.936
9 -0.10981298D+04 34.1472880 0.0301581 0.000 133.903 FS
269.097
10 -0.10799601D+04 18.1696649 0.0165460 0.000 151.365 FS
251.635
11 -0.10735519D+04 6.4082227 0.0059338 0.000 180.656 FS
222.344
12 -0.10723247D+04 1.2271887 0.0011431 0.000 203.556 FS
199.444
13 -0.10722079D+04 0.1167420 0.0001089 0.000 209.612 FS
193.388
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 437
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15201258D+04 0.0000000 0.0000000 126.329 0.329 EM
276.342
2 -0.15072276D+04 12.8981887 0.0084849 126.698 0.000 FS
276.302
3 -0.12302229D+04 277.0046644 0.1837842 128.726 0.000 EM
274.274
4 -0.11895584D+04 40.6644574 0.0330545 129.202 0.000 EM
273.798
5 -0.11529501D+04 36.6083863 0.0307748 130.447 0.000 EM
272.553
6 -0.11240460D+04 28.9040861 0.0250697 132.583 0.000 EM
270.417
7 -0.11042879D+04 19.7580862 0.0175776 135.517 0.000 EM
267.483
8 -0.10921669D+04 12.1209722 0.0109763 139.000 0.000 EM
264.000
9 -0.10851350D+04 7.0319441 0.0064385 142.732 0.000 EM
260.268
10 -0.10810686D+04 4.0663465 0.0037473 146.471 0.000 EM
256.529
11 -0.10786301D+04 2.4384739 0.0022556 150.070 0.000 EM
252.930
12 -0.10770833D+04 1.5468838 0.0014341 153.454 0.000 EM
249.546
13 -0.10760425D+04 1.0407294 0.0009662 156.600 0.000 EM
246.400
14 -0.10753052D+04 0.7373091 0.0006852 159.509 0.000 EM
243.491
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 438
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14683841D+04 0.0000000 0.0000000 40.164 88.896 EM
273.940
2 -0.11925772D+04 275.8069207 0.1878302 59.805 66.025 EM
277.170
3 -0.11901554D+04 2.4217610 0.0020307 106.241 19.335 FS
277.424
4 -0.11129380D+04 77.2173969 0.0648801 104.713 25.646 EM
272.641
5 -0.10924834D+04 20.4546043 0.0183789 105.914 29.835 EM
267.251
6 -0.10844845D+04 7.9989484 0.0073218 107.984 32.973 EM
262.043
7 -0.10805034D+04 3.9811078 0.0036710 110.210 35.482 EM
257.308
8 -0.10781877D+04 2.3156960 0.0021432 112.348 37.575 EM
253.078
9 -0.10766867D+04 1.5009600 0.0013921 114.315 39.378 EM
249.307
10 -0.10756296D+04 1.0571007 0.0009818 116.092 40.975 EM
245.933
11 -0.10748293D+04 0.8002885 0.0007440 117.680 42.423 EM
242.897
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 439
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.21643646D+04 0.0000000 0.0000000 41.621 96.274 EM
265.105
2 -0.18213098D+04 343.0548178 0.1585014 42.564 93.351 FS
267.085
3 -0.15477291D+04 273.5806961 0.1502110 46.471 90.972 FS
265.557
4 -0.14533297D+04 94.3993444 0.0609922 32.814 105.408 FS
264.779
5 -0.13926207D+04 60.7090014 0.0417724 45.423 117.111 FS
240.467
6 -0.13459947D+04 46.6259813 0.0334807 18.240 131.883 FS
252.877
7 -0.13076259D+04 38.3688244 0.0285059 14.636 149.594 FS
238.771
8 -0.12764199D+04 31.2059916 0.0238646 12.486 157.581 FS
232.933
9 -0.12469490D+04 29.4709719 0.0230888 20.746 151.078 FS
231.177
10 -0.12174928D+04 29.4561994 0.0236226 14.593 151.183 FS
237.224
11 -0.11908244D+04 26.6683627 0.0219043 11.234 154.999 FS
236.767
12 -0.11660497D+04 24.7746590 0.0208046 11.013 155.903 FS
236.083
13 -0.11428084D+04 23.2413764 0.0199317 9.533 158.095 FS
235.372
14 -0.11229207D+04 19.8876112 0.0174024 8.321 161.489 FS
233.190
15 -0.11065890D+04 16.3317228 0.0145440 7.984 164.809 FS
230.207
16 -0.10928993D+04 13.6897710 0.0123711 6.349 170.300 FS
226.351
17 -0.10842691D+04 8.6302016 0.0078966 8.100 171.276 FS
223.624
18 -0.10786465D+04 5.6225782 0.0051856 3.032 169.186 FS
230.782
19 -0.10736954D+04 4.9510665 0.0045901 3.991 170.776 EM
228.233
20 -0.10722007D+04 1.4947307 0.0013921 4.781 171.981 EM
226.238
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 440
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15567003D+04 0.0000000 0.0000000 328.485 70.864 EM
3.651
2 -0.11418753D+04 414.8249354 0.2664771 288.656 111.276 EM
3.068
3 -0.10933412D+04 48.5341095 0.0425039 270.019 130.030 EM
2.952
4 -0.10821271D+04 11.2141421 0.0102568 260.224 139.833 EM
2.943
5 -0.10778069D+04 4.3202262 0.0039923 254.434 145.603 EM
2.963
6 -0.10757399D+04 2.0669389 0.0019177 250.653 149.359 EM
2.988
7 -0.10746264D+04 1.1135573 0.0010352 248.002 151.984 EM
3.014
8 -0.10739691D+04 0.6572907 0.0006116 246.060 153.904 EM
3.036
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 441
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17533787D+04 0.0000000 0.0000000 115.453 9.625 EM
277.922
2 -0.15529149D+04 200.4638020 0.1143300 106.057 19.819 FS
277.124
3 -0.14478419D+04 105.0730217 0.0676618 80.167 46.138 FS
276.695
4 -0.13362956D+04 111.5463228 0.0770432 47.115 82.279 FS
273.606
5 -0.11846494D+04 151.6462232 0.1134825 0.000 383.088 FS
19.912
6 -0.11635699D+04 21.0794836 0.0177939 0.000 376.940 EM
26.060
7 -0.10981431D+04 65.4268023 0.0562294 0.000 371.383 EM
31.617
8 -0.10822881D+04 15.8549615 0.0144380 0.000 366.873 EM
36.127
9 -0.10785155D+04 3.7726101 0.0034858 0.000 363.314 EM
39.686
10 -0.10769132D+04 1.6022877 0.0014856 0.000 360.498 EM
42.502
11 -0.10759980D+04 0.9152595 0.0008499 0.001 358.229 EM
44.770
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 442
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14294107D+04 0.0000000 0.0000000 2.657 131.418 EM
268.924
2 -0.12814286D+04 147.9820677 0.1035266 0.189 126.004 EM
276.807
3 -0.11398881D+04 141.5405176 0.1104552 0.099 128.864 EM
274.038
4 -0.11009832D+04 38.9049531 0.0341305 0.230 132.924 EM
269.846
5 -0.10875171D+04 13.4660999 0.0122310 0.681 137.132 EM
265.187
6 -0.10810719D+04 6.4451681 0.0059265 1.009 141.265 EM
260.727
7 -0.10777663D+04 3.3056209 0.0030577 1.158 145.188 EM
256.654
8 -0.10758352D+04 1.9310312 0.0017917 1.285 148.773 EM
252.942
9 -0.10745854D+04 1.2498538 0.0011618 1.407 152.014 EM
249.579
10 -0.10737245D+04 0.8609082 0.0008012 1.511 154.954 EM
246.536
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 443
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13430613D+04 0.0000000 0.0000000 178.951 6.448 EM
217.601
2 -0.12073999D+04 135.6613830 0.1010091 174.556 3.585 EM
224.859
3 -0.11263763D+04 81.0236225 0.0671059 170.444 2.323 EM
230.233
4 -0.10902115D+04 36.1647691 0.0321072 167.860 1.761 EM
233.379
5 -0.10802128D+04 9.9986766 0.0091713 166.807 1.555 EM
234.638
6 -0.10771114D+04 3.1014493 0.0028711 166.778 1.543 EM
234.679
7 -0.10753124D+04 1.7989754 0.0016702 167.303 1.676 EM
234.021
8 -0.10740719D+04 1.2405167 0.0011536 168.081 1.954 EM
232.965
9 -0.10730149D+04 1.0570222 0.0009841 168.966 2.345 EM
231.689
10 -0.10718635D+04 1.1513143 0.0010730 169.927 2.777 EM
230.296
11 -0.10705589D+04 1.3046173 0.0012171 170.895 3.261 EM
228.844
12 -0.10694682D+04 1.0906908 0.0010188 171.865 3.763 EM
227.371
13 -0.10688025D+04 0.6657114 0.0006225 172.891 4.211 EM
225.898
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 444
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14953579D+04 0.0000000 0.0000000 65.460 297.748 EM
39.792
2 -0.13298359D+04 165.5220367 0.1106906 9.170 136.711 FS
257.119
3 -0.10915691D+04 238.2667639 0.1791700 9.683 135.626 EM
257.691
4 -0.10814993D+04 10.0698699 0.0092251 10.998 136.546 EM
255.456
5 -0.10782377D+04 3.2615189 0.0030157 12.476 137.966 EM
252.558
6 -0.10762968D+04 1.9409726 0.0018001 13.994 139.401 EM
249.605
7 -0.10750330D+04 1.2638213 0.0011742 15.492 140.712 EM
246.795
8 -0.10741691D+04 0.8638467 0.0008036 16.937 141.867 EM
244.196
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 445
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14612313D+04 0.0000000 0.0000000 42.967 126.436 EM
233.597
2 -0.12644987D+04 196.7326040 0.1346348 9.327 128.807 FS
264.866
3 -0.11819558D+04 82.5429105 0.0652772 4.614 130.259 EM
268.126
4 -0.11470604D+04 34.8953798 0.0295234 3.080 131.540 EM
268.380
5 -0.11224772D+04 24.5831993 0.0214315 2.611 132.998 EM
267.391
6 -0.11039727D+04 18.5045086 0.0164854 2.583 134.985 EM
265.432
7 -0.10912544D+04 12.7183565 0.0115205 2.796 137.464 EM
262.740
8 -0.10831300D+04 8.1244095 0.0074450 3.188 140.222 EM
259.590
9 -0.10780880D+04 5.0419449 0.0046550 3.690 143.072 EM
256.237
10 -0.10749500D+04 3.1380523 0.0029108 4.219 145.908 EM
252.873
11 -0.10729441D+04 2.0058333 0.0018660 4.732 148.655 EM
249.613
12 -0.10716020D+04 1.3421707 0.0012509 5.215 151.267 EM
246.518
13 -0.10706584D+04 0.9436125 0.0008806 5.667 153.721 EM
243.613
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 446
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15422011D+04 0.0000000 0.0000000 63.525 80.372 EM
259.103
2 -0.12432580D+04 298.9430702 0.1938418 53.682 83.592 FS
265.726
3 -0.10987051D+04 144.5529663 0.1162695 34.956 104.365 EM
263.679
4 -0.10839215D+04 14.7835823 0.0134555 26.932 115.918 EM
260.150
5 -0.10786973D+04 5.2242266 0.0048197 23.541 121.803 EM
257.656
6 -0.10763254D+04 2.3718371 0.0021988 22.200 124.885 EM
255.915
7 -0.10748970D+04 1.4284657 0.0013272 21.781 126.706 EM
254.513
8 -0.10739389D+04 0.9580083 0.0008913 21.779 128.016 EM
253.205
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 447
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12043926D+04 0.0000000 0.0000000 388.648 8.370 EM
5.982
2 -0.10992570D+04 105.1356668 0.0872935 387.477 9.021 EM
6.502
3 -0.10931440D+04 6.1129711 0.0055610 386.107 9.796 EM
7.097
4 -0.10895278D+04 3.6161777 0.0033081 384.619 10.636 EM
7.744
5 -0.10865344D+04 2.9934156 0.0027474 383.068 11.512 EM
8.420
6 -0.10840329D+04 2.5015468 0.0023023 381.503 12.396 EM
9.101
7 -0.10819615D+04 2.0713879 0.0019108 379.964 13.266 EM
9.770
8 -0.10802700D+04 1.6914250 0.0015633 378.481 14.104 EM
10.415
9 -0.10789096D+04 1.3604256 0.0012593 377.073 14.900 EM
11.026
10 -0.10778314D+04 1.0782694 0.0009994 375.753 15.647 EM
11.600
11 -0.10769882D+04 0.8431511 0.0007823 374.526 16.341 EM
12.132
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 448
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16035217D+04 0.0000000 0.0000000 0.402 130.533 EM
272.065
2 -0.15814405D+04 22.0811734 0.0137704 0.000 131.084 FS
271.916
3 -0.12121904D+04 369.2500953 0.2334897 0.000 130.437 EM
272.563
4 -0.11762887D+04 35.9017370 0.0296172 0.000 130.602 EM
272.398
5 -0.11442083D+04 32.0803587 0.0272725 0.000 131.748 EM
271.252
6 -0.11188903D+04 25.3180653 0.0221271 0.000 133.819 EM
269.181
7 -0.11014550D+04 17.4352897 0.0155827 0.000 136.677 EM
266.323
8 -0.10906370D+04 10.8179534 0.0098215 0.000 140.064 EM
262.936
9 -0.10842819D+04 6.3551910 0.0058270 0.000 143.692 EM
259.308
10 -0.10805624D+04 3.7194217 0.0034303 0.000 147.330 EM
255.670
11 -0.10783083D+04 2.2540992 0.0020860 0.000 150.836 EM
252.164
12 -0.10768657D+04 1.4426217 0.0013379 0.000 154.140 EM
248.860
13 -0.10758880D+04 0.9776885 0.0009079 0.000 157.217 EM
245.783
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 449
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16620808D+04 0.0000000 0.0000000 60.208 300.584 EM
42.208
2 -0.12780837D+04 383.9970248 0.2310339 46.123 261.101 EM
95.776
3 -0.11776163D+04 100.4674251 0.0786079 40.413 163.094 FS
199.493
4 -0.11361234D+04 41.4929123 0.0352347 39.915 166.051 EM
197.034
5 -0.11175512D+04 18.5721981 0.0163470 40.359 163.419 EM
199.221
6 -0.11038266D+04 13.7246484 0.0122810 40.878 160.377 EM
201.745
7 -0.10936215D+04 10.2050494 0.0092452 41.222 158.471 EM
203.307
8 -0.10863555D+04 7.2659542 0.0066439 41.402 157.786 EM
203.812
9 -0.10814571D+04 4.8984049 0.0045090 41.468 158.034 EM
203.498
10 -0.10783460D+04 3.1110924 0.0028768 41.423 158.961 EM
202.615
11 -0.10764433D+04 1.9027237 0.0017645 41.290 160.340 EM
201.370
12 -0.10752762D+04 1.1671122 0.0010842 41.105 161.967 EM
199.928
13 -0.10745369D+04 0.7392994 0.0006875 40.899 163.697 EM
198.404
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 450
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16156755D+04 0.0000000 0.0000000 116.162 23.046 EM
263.792
2 -0.11301648D+04 485.5107785 0.3005002 121.354 34.362 EM
247.284
3 -0.11079489D+04 22.2158997 0.0196572 113.788 44.625 EM
244.588
4 -0.10936381D+04 14.3107492 0.0129164 104.757 54.119 EM
244.124
5 -0.10841015D+04 9.5365720 0.0087200 97.265 62.316 EM
243.419
6 -0.10783777D+04 5.7237942 0.0052798 91.820 68.928 EM
242.252
7 -0.10752274D+04 3.1503438 0.0029214 88.142 74.036 EM
240.821
8 -0.10735671D+04 1.6603466 0.0015442 85.763 77.925 EM
239.313
9 -0.10726865D+04 0.8805639 0.0008202 84.263 80.906 EM
237.830
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 451
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13674427D+04 0.0000000 0.0000000 0.723 136.381 EM
265.896
2 -0.12628578D+04 104.5849529 0.0764821 2.098 135.927 FS
264.975
3 -0.11153593D+04 147.4985162 0.1167974 2.555 133.906 EM
266.538
4 -0.10879529D+04 27.4063805 0.0245718 3.020 137.606 EM
262.374
5 -0.10807769D+04 7.1759704 0.0065958 3.484 141.763 EM
257.753
6 -0.10782001D+04 2.5767943 0.0023842 3.933 145.709 EM
253.357
7 -0.10766903D+04 1.5098545 0.0014003 4.364 149.225 EM
249.411
8 -0.10756894D+04 1.0008150 0.0009295 4.779 152.311 EM
245.910
9 -0.10749847D+04 0.7047365 0.0006551 5.178 155.028 EM
242.794
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 452
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13226268D+04 0.0000000 0.0000000 17.440 122.296 EM
263.264
2 -0.12637784D+04 58.8484504 0.0444936 0.113 130.561 FS
272.326
3 -0.12469378D+04 16.8406068 0.0133256 0.000 128.422 FS
274.578
4 -0.11926175D+04 54.3202584 0.0435629 0.000 127.184 FS
275.816
5 -0.11243143D+04 68.3032535 0.0572717 0.000 133.471 FS
269.529
6 -0.10879331D+04 36.3811754 0.0323585 0.000 149.870 FS
253.130
7 -0.10749102D+04 13.0228712 0.0119703 0.000 178.191 FS
224.809
8 -0.10724281D+04 2.4820869 0.0023091 0.000 201.742 FS
201.258
9 -0.10722137D+04 0.2144101 0.0001999 0.000 209.302 FS
193.698
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 453
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.20609392D+04 0.0000000 0.0000000 11.461 122.913 EM
268.626
2 -0.16210438D+04 439.8953923 0.2134441 0.013 126.956 FS
276.032
3 -0.12582709D+04 362.7728557 0.2237897 0.000 125.949 FS
277.051
4 -0.11385187D+04 119.7522580 0.0951721 0.000 127.011 FS
275.989
5 -0.11055490D+04 32.9696130 0.0289583 0.000 133.049 FS
269.951
6 -0.10824760D+04 23.0730787 0.0208702 0.000 149.713 FS
253.287
7 -0.10742278D+04 8.2481879 0.0076197 0.000 178.455 FS
224.545
8 -0.10724062D+04 1.8215821 0.0016957 0.000 202.116 FS
200.884
9 -0.10722145D+04 0.1917072 0.0001788 0.000 209.208 FS
193.792
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 454
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12209003D+04 0.0000000 0.0000000 331.359 46.065 EM
25.576
2 -0.10910117D+04 129.8885806 0.1063875 322.841 50.792 EM
29.367
3 -0.10833447D+04 7.6670344 0.0070275 317.447 53.834 EM
31.719
4 -0.10809934D+04 2.3512600 0.0021704 312.738 57.106 EM
33.156
5 -0.10805000D+04 0.4934054 0.0004564 310.630 58.180 EM
34.190
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 455
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13350767D+04 0.0000000 0.0000000 139.986 46.478 EM
216.536
2 -0.13204562D+04 14.6204892 0.0109510 83.528 47.333 FS
272.139
3 -0.12740138D+04 46.4423483 0.0351714 128.290 6.712 FS
267.998
4 -0.12031783D+04 70.8355513 0.0556003 147.566 0.000 FS
255.434
5 -0.11355377D+04 67.6405918 0.0562183 164.208 0.000 FS
238.792
6 -0.10946449D+04 40.8927397 0.0360118 188.207 0.000 FS
214.793
7 -0.10761331D+04 18.5118196 0.0169113 199.957 0.000 FS
203.043
8 -0.10724546D+04 3.6785431 0.0034183 203.412 0.000 FS
199.588
9 -0.10722159D+04 0.2387119 0.0002226 209.023 0.000 FS
193.977
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 456
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14850890D+04 0.0000000 0.0000000 21.259 111.058 EM
270.683
2 -0.13268732D+04 158.2157779 0.1065362 28.510 105.052 FS
269.439
3 -0.11625617D+04 164.3115003 0.1238336 42.825 87.218 EM
272.957
4 -0.11195771D+04 42.9845913 0.0369740 61.701 71.860 EM
269.439
5 -0.10940090D+04 25.5680910 0.0228373 78.157 60.137 EM
264.706
6 -0.10813228D+04 12.6861544 0.0115960 90.070 52.706 EM
260.223
7 -0.10759454D+04 5.3774474 0.0049730 97.733 48.635 EM
256.632
8 -0.10738113D+04 2.1341341 0.0019835 102.355 46.634 EM
254.011
9 -0.10729543D+04 0.8569313 0.0007980 105.056 45.791 EM
252.154
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 457
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12032937D+04 0.0000000 0.0000000 164.224 12.857 EM
225.919
2 -0.10841509D+04 119.1427689 0.0990139 176.086 2.353 FS
224.561
3 -0.10733073D+04 10.8436026 0.0100019 178.465 1.722 EM
222.812
4 -0.10714983D+04 1.8090367 0.0016855 179.713 1.636 EM
221.651
5 -0.10710078D+04 0.4904737 0.0004577 180.710 1.676 EM
220.614
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 458
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12872084D+04 0.0000000 0.0000000 49.902 157.720 EM
195.378
2 -0.11079663D+04 179.2421390 0.1392487 45.115 146.260 EM
211.625
3 -0.10777480D+04 30.2183110 0.0272737 44.399 141.901 EM
216.700
4 -0.10721928D+04 5.5551507 0.0051544 44.716 140.195 EM
218.088
5 -0.10717213D+04 0.4715508 0.0004398 45.242 139.526 EM
218.231
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 459
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.28091120D+04 0.0000000 0.0000000 4.268 135.236 EM
263.496
2 -0.24404040D+04 368.7080107 0.1312543 4.358 135.421 FS
263.222
3 -0.21031587D+04 337.2453522 0.1381924 4.224 136.036 FS
262.740
4 -0.18515671D+04 251.5915855 0.1196256 4.125 142.447 FS
256.428
5 -0.17830338D+04 68.5332664 0.0370137 0.361 148.659 FS
253.980
6 -0.11337056D+04 649.3282545 0.3641705 0.212 154.908 EM
247.880
7 -0.11131350D+04 20.5705650 0.0181445 0.256 153.756 EM
248.989
8 -0.11002771D+04 12.8579471 0.0115511 0.428 152.287 EM
250.285
9 -0.10914635D+04 8.8135825 0.0080103 0.156 152.354 EM
250.490
10 -0.10847967D+04 6.6667726 0.0061081 0.058 153.280 EM
249.662
11 -0.10805480D+04 4.2487090 0.0039166 0.021 154.828 EM
248.150
12 -0.10779585D+04 2.5894602 0.0023964 0.045 156.840 EM
246.114
13 -0.10764399D+04 1.5186174 0.0014088 0.015 159.100 EM
243.885
14 -0.10753915D+04 1.0484411 0.0009740 0.039 161.370 EM
241.591
15 -0.10745054D+04 0.8860366 0.0008239 0.263 163.389 EM
239.347
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 460
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18001844D+04 0.0000000 0.0000000 0.714 189.029 EM
213.257
2 -0.17335046D+04 66.6797592 0.0370405 0.007 189.803 FS
213.190
3 -0.15661833D+04 167.3212741 0.0965220 0.000 175.093 FS
227.907
4 -0.14468121D+04 119.3712419 0.0762179 0.000 161.974 FS
241.026
5 -0.13421558D+04 104.6563036 0.0723358 0.000 192.623 FS
210.377
6 -0.12739627D+04 68.1930816 0.0508086 0.000 252.310 FS
150.690
7 -0.12102946D+04 63.6680697 0.0499764 0.000 282.672 FS
120.328
8 -0.11561575D+04 54.1370849 0.0447305 0.000 262.262 FS
140.738
9 -0.11144881D+04 41.6694326 0.0360413 0.000 225.287 FS
177.713
10 -0.10862558D+04 28.2323541 0.0253321 0.000 206.193 FS
196.807
11 -0.10743334D+04 11.9223970 0.0109757 0.000 199.835 FS
203.165
12 -0.10722987D+04 2.0346881 0.0018939 0.000 204.780 FS
198.220
13 -0.10722013D+04 0.0973422 0.0000908 0.000 210.412 FS
192.588
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 461
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15172056D+04 0.0000000 0.0000000 77.668 59.803 EM
265.529
2 -0.13196400D+04 197.5656093 0.1302168 65.781 77.509 FS
259.710
3 -0.11937016D+04 125.9384241 0.0954339 27.686 123.432 FS
251.882
4 -0.11718702D+04 21.8313872 0.0182888 0.000 157.762 FS
245.238
5 -0.11137039D+04 58.1663031 0.0496354 0.000 180.574 FS
222.426
6 -0.10887874D+04 24.9165285 0.0223727 0.000 192.889 FS
210.111
7 -0.10792656D+04 9.5217567 0.0087453 0.000 188.079 FS
214.921
8 -0.10749947D+04 4.2709424 0.0039573 0.000 194.379 FS
208.621
9 -0.10729645D+04 2.0301328 0.0018885 0.000 203.141 FS
199.859
10 -0.10723231D+04 0.6413951 0.0005978 0.000 210.178 FS
192.822
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 462
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13321988D+04 0.0000000 0.0000000 0.027 142.952 EM
260.021
2 -0.13085336D+04 23.6652161 0.0177640 0.000 143.230 FS
259.770
3 -0.11875606D+04 120.9730124 0.0924493 0.000 137.894 EM
265.106
4 -0.11530574D+04 34.5031606 0.0290538 0.000 136.309 EM
266.691
5 -0.11292337D+04 23.8237499 0.0206614 0.000 136.468 EM
266.532
6 -0.11105005D+04 18.7331810 0.0165893 0.000 137.811 EM
265.189
7 -0.10970728D+04 13.4276666 0.0120915 0.000 140.058 EM
262.942
8 -0.10883304D+04 8.7424349 0.0079689 0.000 142.917 EM
260.083
9 -0.10829758D+04 5.3545535 0.0049200 0.000 146.101 EM
256.899
10 -0.10797495D+04 3.2262766 0.0029791 0.000 149.379 EM
253.621
11 -0.10777609D+04 1.9886934 0.0018418 0.000 152.599 EM
250.401
12 -0.10764764D+04 1.2844374 0.0011918 0.000 155.676 EM
247.324
13 -0.10756009D+04 0.8755638 0.0008134 0.000 158.572 EM
244.428
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 463
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14900896D+04 0.0000000 0.0000000 76.081 52.195 EM
274.725
2 -0.12048384D+04 285.2512124 0.1914323 29.017 97.323 EM
276.659
3 -0.11293060D+04 75.5324216 0.0626909 0.321 127.358 FS
275.322
4 -0.10941947D+04 35.1112876 0.0310910 0.329 134.282 EM
268.390
5 -0.10852398D+04 8.9548897 0.0081840 0.349 139.719 EM
262.932
6 -0.10807084D+04 4.5314602 0.0041755 0.379 144.714 EM
257.907
7 -0.10782440D+04 2.4643476 0.0022803 0.419 149.144 EM
253.437
8 -0.10767492D+04 1.4947810 0.0013863 0.470 153.031 EM
249.499
9 -0.10757584D+04 0.9907922 0.0009202 0.533 156.450 EM
246.017
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 464
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18010270D+04 0.0000000 0.0000000 113.178 30.082 EM
259.741
2 -0.15200319D+04 280.9951378 0.1560194 115.200 21.286 EM
266.514
3 -0.13515542D+04 168.4777131 0.1108383 122.120 16.058 EM
264.822
4 -0.12217043D+04 129.8498955 0.0960745 128.204 13.256 EM
261.540
5 -0.11337766D+04 87.9276488 0.0719713 132.684 11.947 EM
258.369
6 -0.10899693D+04 43.8073005 0.0386384 135.976 11.502 EM
255.522
7 -0.10774081D+04 12.5611971 0.0115244 138.851 11.515 EM
252.634
8 -0.10753543D+04 2.0538143 0.0019063 141.650 11.681 EM
249.670
9 -0.10746205D+04 0.7338536 0.0006824 144.322 11.840 EM
246.838
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 465
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.21229954D+04 0.0000000 0.0000000 121.754 6.557 EM
274.689
2 -0.17581658D+04 364.8296489 0.1718467 120.988 7.326 FS
274.687
3 -0.14579652D+04 300.2005624 0.1707465 113.939 14.393 FS
274.668
4 -0.14140813D+04 43.8838878 0.0300994 16.394 113.171 FS
273.436
5 -0.11095963D+04 304.4850354 0.2153236 27.037 112.396 EM
263.567
6 -0.10902281D+04 19.3681949 0.0174552 37.741 106.130 EM
259.129
7 -0.10807828D+04 9.4452447 0.0086635 46.899 101.407 EM
254.693
8 -0.10763400D+04 4.4428211 0.0041107 54.169 98.102 EM
250.729
9 -0.10742357D+04 2.1042947 0.0019550 59.769 95.813 EM
247.418
10 -0.10731963D+04 1.0394449 0.0009676 64.043 94.215 EM
244.741
11 -0.10726556D+04 0.5407173 0.0005038 67.303 93.086 EM
242.611
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 466
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12576814D+04 0.0000000 0.0000000 151.901 18.755 EM
232.344
2 -0.12458969D+04 11.7844685 0.0093700 156.685 4.040 FS
242.275
3 -0.11713847D+04 74.5121997 0.0598061 188.665 0.000 FS
214.335
4 -0.10882755D+04 83.1092202 0.0709496 200.778 0.000 EM
202.222
5 -0.10774857D+04 10.7898262 0.0099146 204.487 0.000 EM
198.513
6 -0.10745793D+04 2.9063715 0.0026974 206.293 0.000 EM
196.707
7 -0.10733528D+04 1.2265173 0.0011414 207.438 0.000 EM
195.562
8 -0.10727810D+04 0.5717686 0.0005327 208.259 0.000 EM
194.741
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 467
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14457704D+04 0.0000000 0.0000000 60.453 69.279 EM
273.269
2 -0.12403710D+04 205.3994249 0.1420692 66.312 63.860 FS
272.829
3 -0.11074079D+04 132.9631150 0.1071962 79.114 59.194 EM
264.692
4 -0.10921482D+04 15.2597263 0.0137797 88.280 52.802 EM
261.918
5 -0.10835254D+04 8.6227779 0.0078952 95.840 47.907 EM
259.252
6 -0.10787528D+04 4.7725518 0.0044047 101.944 44.587 EM
256.470
7 -0.10761201D+04 2.6327143 0.0024405 106.770 42.449 EM
253.782
8 -0.10746220D+04 1.4981297 0.0013922 110.568 41.128 EM
251.305
9 -0.10737264D+04 0.8956147 0.0008334 113.582 40.355 EM
249.063
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 468
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.20353942D+04 0.0000000 0.0000000 11.191 194.934 EM
196.875
2 -0.16241145D+04 411.2796944 0.2020639 401.789 0.460 FS
0.751
3 -0.13474590D+04 276.6554523 0.1703423 400.744 0.346 EM
1.910
4 -0.13156533D+04 31.8057494 0.0236042 398.216 0.297 EM
4.487
5 -0.12866100D+04 29.0432821 0.0220752 393.023 0.276 EM
9.700
6 -0.12585252D+04 28.0847607 0.0218285 383.448 0.272 EM
19.280
7 -0.12302188D+04 28.3064735 0.0224918 367.752 0.276 EM
34.972
8 -0.12007522D+04 29.4666137 0.0239523 345.557 0.287 EM
57.156
9 -0.11728243D+04 27.9278413 0.0232586 318.966 0.303 EM
83.731
10 -0.11498049D+04 23.0194452 0.0196274 291.520 0.327 EM
111.153
11 -0.11301826D+04 19.6222742 0.0170657 266.714 0.360 EM
135.926
12 -0.11140167D+04 16.1658806 0.0143038 246.555 0.401 EM
156.044
13 -0.11017441D+04 12.2725713 0.0110165 231.313 0.453 EM
171.234
14 -0.10927051D+04 9.0390785 0.0082043 220.260 0.515 EM
182.225
15 -0.10860948D+04 6.6103111 0.0060495 212.398 0.587 EM
190.015
16 -0.10813386D+04 4.7561927 0.0043792 206.853 0.670 EM
195.477
17 -0.10780170D+04 3.3215462 0.0030717 202.968 0.766 EM
199.266
18 -0.10757788D+04 2.2381724 0.0020762 200.269 0.880 EM
201.851
19 -0.10743180D+04 1.4608829 0.0013580 198.412 1.021 EM
203.567
20 -0.10733769D+04 0.9410823 0.0008760 197.133 1.207 EM
204.660
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 469
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14885513D+04 0.0000000 0.0000000 82.607 73.901 EM
246.491
2 -0.14180238D+04 70.5275670 0.0473800 96.378 39.944 FS
266.678
3 -0.13385079D+04 79.5159089 0.0560752 118.227 37.814 FS
246.960
4 -0.12423143D+04 96.1935662 0.0718663 155.742 41.127 FS
206.131
5 -0.11732623D+04 69.0519601 0.0555833 218.319 44.548 FS
140.133
6 -0.11207671D+04 52.4952024 0.0447429 264.245 48.193 FS
90.562
7 -0.10893048D+04 31.4623218 0.0280721 203.040 44.481 FS
155.479
8 -0.10734554D+04 15.8493739 0.0145500 173.082 33.413 FS
196.505
9 -0.10702565D+04 3.1989826 0.0029801 193.626 19.499 FS
189.876
10 -0.10696764D+04 0.5800101 0.0005419 200.060 14.510 FS
188.430
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 470
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12663657D+04 0.0000000 0.0000000 53.741 117.509 EM
231.749
2 -0.11360253D+04 130.3403869 0.1029248 43.771 111.298 EM
247.931
3 -0.11094350D+04 26.5902824 0.0234064 36.822 113.088 EM
253.090
4 -0.10965398D+04 12.8951941 0.0116232 32.126 116.647 EM
254.227
5 -0.10876115D+04 8.9283445 0.0081423 28.939 120.462 EM
253.599
6 -0.10816974D+04 5.9140843 0.0054377 26.865 124.118 EM
252.016
7 -0.10779834D+04 3.7140413 0.0034335 25.608 127.475 EM
249.917
8 -0.10757204D+04 2.2629360 0.0020992 24.921 130.498 EM
247.581
9 -0.10743330D+04 1.3874590 0.0012898 24.609 133.210 EM
245.181
10 -0.10734445D+04 0.8884419 0.0008270 24.531 135.651 EM
242.818
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 471
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15804422D+04 0.0000000 0.0000000 36.528 130.170 EM
236.302
2 -0.11065489D+04 473.8933542 0.2998486 36.009 112.634 EM
254.358
3 -0.10927524D+04 13.7964914 0.0124680 37.945 108.716 EM
256.340
4 -0.10850818D+04 7.6705577 0.0070195 40.348 107.559 EM
255.093
5 -0.10801236D+04 4.9582055 0.0045694 42.785 107.277 EM
252.938
6 -0.10769641D+04 3.1595259 0.0029252 45.144 107.403 EM
250.453
7 -0.10749503D+04 2.0137808 0.0018699 47.367 107.752 EM
247.880
8 -0.10736494D+04 1.3008816 0.0012102 49.417 108.233 EM
245.350
9 -0.10727904D+04 0.8589747 0.0008001 51.278 108.794 EM
242.928
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 472
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12690319D+04 0.0000000 0.0000000 295.100 102.573 EM
5.328
2 -0.11630368D+04 105.9951384 0.0835244 260.816 134.130 EM
8.054
3 -0.11255111D+04 37.5256808 0.0322653 229.848 162.345 EM
10.806
4 -0.11084257D+04 17.0854115 0.0151801 204.684 185.113 EM
13.202
5 -0.10956260D+04 12.7996191 0.0115476 184.737 203.061 EM
15.202
6 -0.10846813D+04 10.9447227 0.0099895 170.458 215.790 EM
16.752
7 -0.10807578D+04 3.9235724 0.0036173 160.013 225.064 EM
17.923
8 -0.10760105D+04 4.7472122 0.0043925 152.723 231.410 EM
18.867
9 -0.10774501D+04 -1.4395236 -0.0013378 147.765 235.601 EM
19.634
10 -0.10731168D+04 4.3332424 0.0040218 143.367 239.273 EM
20.359
11 -0.10731263D+04 -0.0095088 -0.0000089 140.009 242.061 EM
20.930
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 473
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12358395D+04 0.0000000 0.0000000 79.614 305.225 EM
18.160
2 -0.10946575D+04 141.1819108 0.1142397 76.287 306.205 EM
20.509
3 -0.10874193D+04 7.2382150 0.0066123 70.424 309.660 EM
22.916
4 -0.10838359D+04 3.5833804 0.0032953 65.692 312.231 EM
25.077
5 -0.10833085D+04 0.5274876 0.0004867 62.357 313.613 EM
27.030
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 474
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.22502927D+04 0.0000000 0.0000000 23.302 108.228 EM
271.470
2 -0.19032198D+04 347.0729229 0.1542346 24.489 108.558 FS
269.952
3 -0.16364740D+04 266.7458277 0.1401550 34.431 99.825 FS
268.744
4 -0.14232246D+04 213.2494369 0.1303103 14.477 121.876 FS
266.647
5 -0.13665770D+04 56.6475164 0.0398022 0.781 149.566 FS
252.653
6 -0.12986012D+04 67.9758081 0.0497417 0.000 200.738 FS
202.262
7 -0.12536133D+04 44.9878878 0.0346433 0.000 297.046 FS
105.954
8 -0.12130390D+04 40.5743166 0.0323659 0.000 367.637 FS
35.363
9 -0.11739574D+04 39.0816345 0.0322180 0.000 319.832 FS
83.168
10 -0.11451798D+04 28.7776279 0.0245133 0.000 262.924 FS
140.076
11 -0.11202174D+04 24.9623212 0.0217977 0.000 234.087 FS
168.913
12 -0.11007581D+04 19.4593464 0.0173710 0.000 216.154 FS
186.846
13 -0.10869781D+04 13.7799913 0.0125186 0.000 207.085 FS
195.915
14 -0.10785702D+04 8.4078825 0.0077351 0.000 204.412 FS
198.588
15 -0.10743258D+04 4.2444509 0.0039353 0.000 206.380 FS
196.620
16 -0.10726878D+04 1.6380027 0.0015247 0.000 210.368 FS
192.632
17 -0.10722721D+04 0.4156832 0.0003875 0.000 212.633 FS
190.367
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 475
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14879164D+04 0.0000000 0.0000000 0.382 150.488 EM
252.130
2 -0.14785573D+04 9.3590634 0.0062900 0.000 149.426 FS
253.574
3 -0.11128488D+04 365.7084530 0.2473414 0.000 159.233 EM
243.767
4 -0.10986245D+04 14.2243364 0.0127819 0.000 159.669 EM
243.331
5 -0.10898965D+04 8.7279897 0.0079445 0.000 158.972 EM
244.028
6 -0.10838940D+04 6.0024991 0.0055074 0.000 158.912 EM
244.088
7 -0.10799699D+04 3.9241248 0.0036204 0.000 159.630 EM
243.370
8 -0.10775132D+04 2.4566464 0.0022747 0.000 160.923 EM
242.077
9 -0.10760041D+04 1.5091800 0.0014006 0.000 162.568 EM
240.432
10 -0.10750670D+04 0.9370189 0.0008708 0.000 164.396 EM
238.604
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 476
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.21352307D+04 0.0000000 0.0000000 124.295 0.519 EM
278.187
2 -0.15541866D+04 581.0441001 0.2721224 123.857 0.206 EM
278.937
3 -0.13888659D+04 165.3207142 0.1063712 123.784 0.466 EM
278.751
4 -0.12595262D+04 129.3396861 0.0931261 123.623 1.305 EM
278.071
5 -0.11736203D+04 85.9059110 0.0682049 123.382 3.282 EM
276.336
6 -0.11248369D+04 48.7833931 0.0415666 123.361 6.453 EM
273.186
7 -0.10998888D+04 24.9481535 0.0221794 123.847 10.222 EM
268.930
8 -0.10876199D+04 12.2688849 0.0111547 124.724 14.016 EM
264.261
9 -0.10814092D+04 6.2107090 0.0057104 125.721 17.560 EM
259.719
10 -0.10780365D+04 3.3726160 0.0031187 126.662 20.773 EM
255.565
11 -0.10760538D+04 1.9827747 0.0018392 127.480 23.647 EM
251.873
12 -0.10748047D+04 1.2490625 0.0011608 128.166 26.199 EM
248.635
13 -0.10739755D+04 0.8291740 0.0007715 128.738 28.451 EM
245.811
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 477
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.20053708D+04 0.0000000 0.0000000 133.828 23.926 EM
245.247
2 -0.18886459D+04 116.7248272 0.0582061 141.981 0.373 FS
260.646
3 -0.16798343D+04 208.8116488 0.1105616 136.133 0.697 EM
266.170
4 -0.14947265D+04 185.1078130 0.1101941 135.039 1.257 EM
266.704
5 -0.13329594D+04 161.7671193 0.1082252 136.148 1.955 EM
264.897
6 -0.12065958D+04 126.3635142 0.0947992 138.288 2.663 EM
262.049
7 -0.11249622D+04 81.6336759 0.0676562 140.632 3.333 EM
259.035
8 -0.10879266D+04 37.0355304 0.0329216 143.037 3.981 EM
255.982
9 -0.10784321D+04 9.4944942 0.0087271 145.688 4.618 EM
252.694
10 -0.10765553D+04 1.8768692 0.0017404 148.435 5.234 EM
249.331
11 -0.10755946D+04 0.9606693 0.0008924 151.030 5.822 EM
246.149
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 478
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18617168D+04 0.0000000 0.0000000 0.003 128.701 EM
274.296
2 -0.16552487D+04 206.4680244 0.1109020 0.022 128.702 FS
274.275
3 -0.16259389D+04 29.3098164 0.0177072 0.000 128.739 FS
274.261
4 -0.11377562D+04 488.1827439 0.3002467 0.000 144.187 EM
258.813
5 -0.11175022D+04 20.2540074 0.0178017 0.000 145.533 EM
257.467
6 -0.11034152D+04 14.0869999 0.0126058 0.000 145.662 EM
257.338
7 -0.10930654D+04 10.3497591 0.0093798 0.000 146.575 EM
256.424
8 -0.10860292D+04 7.0362410 0.0064372 0.000 148.305 EM
254.694
9 -0.10815372D+04 4.4919563 0.0041361 0.000 150.583 EM
252.416
10 -0.10787580D+04 2.7792230 0.0025697 0.001 153.151 EM
249.848
11 -0.10770305D+04 1.7275302 0.0016014 0.001 155.819 EM
247.180
12 -0.10759176D+04 1.1128592 0.0010333 0.004 158.463 EM
244.533
13 -0.10751507D+04 0.7669154 0.0007128 0.023 161.001 EM
241.976
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 479
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13338313D+04 0.0000000 0.0000000 81.782 69.911 EM
251.307
2 -0.12813331D+04 52.4982149 0.0393590 97.212 40.132 FS
265.657
3 -0.12162260D+04 65.1071594 0.0508120 124.224 1.624 FS
277.152
4 -0.11319274D+04 84.2985467 0.0693116 131.317 0.000 FS
271.683
5 -0.10922619D+04 39.6655200 0.0350425 144.022 0.000 FS
258.978
6 -0.10765857D+04 15.6761782 0.0143520 168.717 0.000 FS
234.283
7 -0.10727428D+04 3.8428770 0.0035695 195.498 0.000 FS
207.502
8 -0.10722417D+04 0.5011449 0.0004672 207.706 0.000 FS
195.294
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 480
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12820813D+04 0.0000000 0.0000000 13.790 147.963 EM
241.246
2 -0.11919980D+04 90.0833387 0.0702634 0.062 188.514 FS
214.424
3 -0.10928982D+04 99.0998111 0.0831376 0.143 203.910 EM
198.947
4 -0.10797054D+04 13.1927652 0.0120714 0.640 207.290 EM
195.070
5 -0.10746212D+04 5.0841897 0.0047089 1.128 206.609 EM
195.263
6 -0.10723039D+04 2.3173808 0.0021565 1.219 205.219 EM
196.562
7 -0.10710473D+04 1.2565971 0.0011719 1.275 203.896 EM
197.830
8 -0.10702779D+04 0.7693526 0.0007183 1.353 202.854 EM
198.793
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 481
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.29226185D+04 0.0000000 0.0000000 35.069 88.009 EM
279.922
2 -0.25406387D+04 381.9798802 0.1306978 36.587 86.387 FS
280.027
3 -0.21847378D+04 355.9008241 0.1400832 37.744 85.162 FS
280.094
4 -0.18576147D+04 327.1230908 0.1497311 34.793 88.188 FS
280.019
5 -0.16733615D+04 184.2532661 0.0991881 42.550 80.593 FS
279.857
6 -0.13715474D+04 301.8140198 0.1803639 1.183 123.406 FS
278.411
7 -0.12886018D+04 82.9456152 0.0604759 0.000 125.740 FS
277.260
8 -0.11933911D+04 95.2107451 0.0738869 0.000 128.901 FS
274.099
9 -0.11250956D+04 68.2954988 0.0572281 0.000 137.387 FS
265.613
10 -0.10877887D+04 37.3068674 0.0331588 0.000 156.260 FS
246.740
11 -0.10747029D+04 13.0858226 0.0120297 0.000 183.218 FS
219.782
12 -0.10724083D+04 2.2945661 0.0021351 0.000 202.444 FS
200.556
13 -0.10722148D+04 0.1935612 0.0001805 0.000 209.257 FS
193.743
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 482
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14443618D+04 0.0000000 0.0000000 117.215 9.296 EM
276.489
2 -0.14247815D+04 19.5803076 0.0135564 126.163 0.000 FS
276.837
3 -0.13311540D+04 93.6275088 0.0657136 126.995 0.000 FS
276.005
4 -0.11980673D+04 133.0867486 0.0999785 132.338 0.000 EM
270.662
5 -0.11643606D+04 33.7066731 0.0281342 132.608 0.000 EM
270.392
6 -0.11365660D+04 27.7945905 0.0238711 133.517 0.000 EM
269.483
7 -0.11145576D+04 22.0084221 0.0193640 135.377 0.000 EM
267.623
8 -0.10991566D+04 15.4009518 0.0138180 138.043 0.000 EM
264.957
9 -0.10894172D+04 9.7394214 0.0088608 141.251 0.000 EM
261.749
10 -0.10835968D+04 5.8204662 0.0053427 144.718 0.000 EM
258.282
11 -0.10801454D+04 3.4513705 0.0031851 148.219 0.000 EM
254.781
12 -0.10780347D+04 2.1106556 0.0019540 151.612 0.000 EM
251.388
13 -0.10766755D+04 1.3592085 0.0012608 154.824 0.000 EM
248.176
14 -0.10757501D+04 0.9254603 0.0008596 157.825 0.000 EM
245.175
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 483
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14791184D+04 0.0000000 0.0000000 0.159 377.940 EM
24.901
2 -0.13808772D+04 98.2411569 0.0664187 0.175 332.401 EM
70.424
3 -0.12909064D+04 89.9708356 0.0651548 0.201 261.317 EM
141.482
4 -0.12063536D+04 84.5527416 0.0654987 0.245 203.992 EM
198.763
5 -0.11640122D+04 42.3414866 0.0350987 0.333 173.213 EM
229.454
6 -0.11367464D+04 27.2657375 0.0234239 0.469 159.863 EM
242.668
7 -0.11183388D+04 18.4075889 0.0161932 0.663 153.844 EM
248.494
8 -0.11042011D+04 14.1377785 0.0126418 0.930 151.051 EM
251.018
9 -0.10935109D+04 10.6901201 0.0096813 1.353 149.982 EM
251.665
10 -0.10854462D+04 8.0647407 0.0073751 2.189 149.735 EM
251.076
11 -0.10790570D+04 6.3892040 0.0058862 3.383 149.924 EM
249.692
12 -0.10748839D+04 4.1730850 0.0038673 4.314 150.873 EM
247.813
13 -0.10725816D+04 2.3023484 0.0021420 4.953 152.431 EM
245.615
14 -0.10712030D+04 1.3785949 0.0012853 5.460 154.276 EM
243.265
15 -0.10702931D+04 0.9098502 0.0008494 5.904 156.204 EM
240.892
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 484
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14305592D+04 0.0000000 0.0000000 107.546 37.949 EM
257.505
2 -0.11840713D+04 246.4878968 0.1723018 39.641 169.196 FS
194.163
3 -0.10903652D+04 93.7061821 0.0791390 34.877 172.166 EM
195.957
4 -0.10790882D+04 11.2769280 0.0103423 31.172 174.573 EM
197.255
5 -0.10750601D+04 4.0281480 0.0037329 28.608 176.623 EM
197.769
6 -0.10741856D+04 0.8744904 0.0008134 27.386 177.927 EM
197.686
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 485
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15475640D+04 0.0000000 0.0000000 40.840 120.098 EM
242.062
2 -0.14692475D+04 78.3164942 0.0506063 10.052 124.949 FS
267.999
3 -0.12554457D+04 213.8017772 0.1455179 15.779 119.921 EM
267.300
4 -0.11597618D+04 95.6838634 0.0762151 24.715 112.009 EM
266.275
5 -0.11123473D+04 47.4144989 0.0408830 35.215 103.967 EM
263.818
6 -0.10922018D+04 20.1455117 0.0181108 45.414 97.188 EM
260.398
7 -0.10825310D+04 9.6708236 0.0088544 54.180 92.175 EM
256.645
8 -0.10776002D+04 4.9308195 0.0045549 61.237 88.704 EM
253.059
9 -0.10750882D+04 2.5120351 0.0023311 66.742 86.356 EM
249.902
10 -0.10737723D+04 1.3158918 0.0012240 70.976 84.774 EM
247.250
11 -0.10730504D+04 0.7218914 0.0006723 74.214 83.710 EM
245.076
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 486
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.20877129D+04 0.0000000 0.0000000 3.559 264.942 EM
134.499
2 -0.17982355D+04 289.4773702 0.1386577 27.530 248.842 FS
126.628
3 -0.15204368D+04 277.7987115 0.1544841 33.396 326.482 FS
43.122
4 -0.14411403D+04 79.2965688 0.0521538 8.587 394.407 FS
0.005
5 -0.10887140D+04 352.4263023 0.2445468 12.447 390.548 EM
0.005
6 -0.10775751D+04 11.1388802 0.0102312 14.977 388.018 EM
0.004
7 -0.10751750D+04 2.4001159 0.0022273 16.489 386.507 EM
0.004
8 -0.10726291D+04 2.5458636 0.0023679 17.122 385.874 EM
0.004
9 -0.10724063D+04 0.2227676 0.0002077 17.469 385.527 EM
0.004
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 487
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.23308028D+04 0.0000000 0.0000000 12.412 303.346 EM
87.242
2 -0.21231924D+04 207.6104184 0.0890725 14.951 290.188 FS
97.861
3 -0.17801340D+04 343.0583857 0.1615767 14.881 200.764 FS
187.355
4 -0.14957179D+04 284.4161217 0.1597723 4.501 154.074 FS
244.425
5 -0.11527445D+04 342.9734579 0.2293036 3.797 148.206 EM
250.998
6 -0.11308268D+04 21.9176805 0.0190135 3.959 144.283 EM
254.758
7 -0.11138191D+04 17.0077037 0.0150401 4.063 142.392 EM
256.545
8 -0.11005745D+04 13.2445411 0.0118911 4.124 142.108 EM
256.768
9 -0.10909894D+04 9.5851240 0.0087092 4.160 143.037 EM
255.803
10 -0.10845414D+04 6.4480263 0.0059103 4.196 144.793 EM
254.011
11 -0.10804351D+04 4.1062806 0.0037862 4.248 147.035 EM
251.716
12 -0.10778051D+04 2.6300219 0.0024342 4.387 149.425 EM
249.189
13 -0.10759190D+04 1.8860508 0.0017499 4.551 151.843 EM
246.606
14 -0.10745894D+04 1.3295991 0.0012358 4.710 154.293 EM
243.996
15 -0.10739664D+04 0.6230052 0.0005798 5.057 156.406 EM
241.537
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 488
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.30832312D+04 0.0000000 0.0000000 8.713 113.887 EM
280.400
2 -0.26915755D+04 391.6557543 0.1270277 8.272 114.350 FS
280.378
3 -0.23203569D+04 371.2185268 0.1379187 7.719 114.911 FS
280.371
4 -0.20051288D+04 315.2281123 0.1358533 6.910 115.789 FS
280.301
5 -0.18140400D+04 191.0888519 0.0953000 6.443 116.427 FS
280.130
6 -0.12118809D+04 602.1590202 0.3319436 1.379 123.833 EM
277.788
7 -0.11520986D+04 59.7823723 0.0493302 0.000 126.141 FS
276.859
8 -0.11090918D+04 43.0068010 0.0373291 0.000 131.058 FS
271.942
9 -0.10847589D+04 24.3328300 0.0219394 0.000 144.633 FS
258.367
10 -0.10748482D+04 9.9107244 0.0091363 0.000 171.356 FS
231.644
11 -0.10725018D+04 2.3463962 0.0021830 0.000 198.598 FS
204.402
12 -0.10722211D+04 0.2807034 0.0002617 0.000 208.671 FS
194.329
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 489
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11968304D+04 0.0000000 0.0000000 63.029 252.855 EM
87.116
2 -0.11125450D+04 84.2854252 0.0704239 64.885 240.327 EM
97.788
3 -0.10997327D+04 12.8122924 0.0115162 69.252 226.113 EM
107.635
4 -0.10921914D+04 7.5413302 0.0068574 73.596 213.338 EM
116.066
5 -0.10863326D+04 5.8587485 0.0053642 77.333 202.621 EM
123.046
6 -0.10818603D+04 4.4723638 0.0041169 80.371 193.928 EM
128.702
7 -0.10785407D+04 3.3195947 0.0030684 82.735 187.042 EM
133.223
8 -0.10761115D+04 2.4291877 0.0022523 84.502 181.683 EM
136.815
9 -0.10743502D+04 1.7613240 0.0016367 85.766 177.566 EM
139.668
10 -0.10730820D+04 1.2681687 0.0011804 86.624 174.438 EM
141.937
11 -0.10721742D+04 0.9078535 0.0008460 87.165 172.085 EM
143.750
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 490
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19515445D+04 0.0000000 0.0000000 7.155 117.284 EM
278.561
2 -0.12171669D+04 734.3776122 0.3763058 1.303 124.275 EM
277.422
3 -0.11467845D+04 70.3824489 0.0578248 0.432 127.574 EM
274.993
4 -0.11121626D+04 34.6218939 0.0301904 0.208 131.370 EM
271.421
5 -0.10950176D+04 17.1449936 0.0154159 0.132 135.675 EM
267.193
6 -0.10863690D+04 8.6485456 0.0078981 0.104 140.097 EM
262.800
7 -0.10817347D+04 4.6343285 0.0042659 0.102 144.355 EM
258.543
8 -0.10790372D+04 2.6975087 0.0024937 0.125 148.312 EM
254.563
9 -0.10773199D+04 1.7173053 0.0015915 0.187 151.913 EM
250.900
10 -0.10761023D+04 1.2175858 0.0011302 0.320 155.128 EM
247.551
11 -0.10751194D+04 0.9829142 0.0009134 0.549 157.954 EM
244.497
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 491
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13630491D+04 0.0000000 0.0000000 115.714 13.230 EM
274.056
2 -0.12058330D+04 157.2161340 0.1153415 128.375 0.116 FS
274.509
3 -0.11675284D+04 38.3045682 0.0317661 138.134 0.000 FS
264.866
4 -0.11102481D+04 57.2802772 0.0490611 162.596 0.000 FS
240.404
5 -0.10826989D+04 27.5492064 0.0248136 203.432 0.000 FS
199.568
6 -0.10741599D+04 8.5390070 0.0078868 223.559 0.000 FS
179.441
7 -0.10725247D+04 1.6352531 0.0015224 216.260 0.000 FS
186.740
8 -0.10722421D+04 0.2825408 0.0002634 213.728 0.000 FS
189.272
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 492
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17070814D+04 0.0000000 0.0000000 113.438 10.490 EM
279.072
2 -0.14999105D+04 207.1709045 0.1213597 107.082 17.027 FS
278.891
3 -0.14165461D+04 83.3643992 0.0555796 0.028 124.207 FS
278.765
4 -0.10996726D+04 316.8734766 0.2236944 0.000 133.692 EM
269.308
5 -0.10883018D+04 11.3707949 0.0103402 0.000 138.553 EM
264.447
6 -0.10827952D+04 5.5066740 0.0050599 0.000 143.009 EM
259.991
7 -0.10797059D+04 3.0892495 0.0028530 0.000 147.160 EM
255.840
8 -0.10778104D+04 1.8954970 0.0017556 0.000 150.970 EM
252.030
9 -0.10765597D+04 1.2506994 0.0011604 0.000 154.448 EM
248.552
10 -0.10756863D+04 0.8733905 0.0008113 0.000 157.618 EM
245.382
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 493
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14876379D+04 0.0000000 0.0000000 10.765 115.382 EM
276.852
2 -0.14108092D+04 76.8286846 0.0516447 1.789 123.435 FS
277.776
3 -0.13226335D+04 88.1756697 0.0625001 0.000 125.536 FS
277.464
4 -0.12389272D+04 83.7063307 0.0632876 0.000 129.353 FS
273.647
5 -0.11228063D+04 116.1209312 0.0937270 0.000 137.037 EM
265.963
6 -0.10960389D+04 26.7673331 0.0238397 0.000 139.926 EM
263.074
7 -0.10867880D+04 9.2509192 0.0084403 0.000 143.024 EM
259.976
8 -0.10820250D+04 4.7630460 0.0043827 0.000 146.394 EM
256.606
9 -0.10791866D+04 2.8383572 0.0026232 0.000 149.788 EM
253.212
10 -0.10774187D+04 1.7678904 0.0016382 0.000 153.066 EM
249.934
11 -0.10762572D+04 1.1615056 0.0010780 0.000 156.162 EM
246.838
12 -0.10754517D+04 0.8054786 0.0007484 0.000 159.054 EM
243.946
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 494
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13872499D+04 0.0000000 0.0000000 0.000 192.141 EM
210.859
2 -0.12594943D+04 127.7556416 0.0920927 0.000 188.097 FS
214.903
3 -0.12584422D+04 1.0520592 0.0008353 0.000 187.977 FS
215.023
4 -0.11464037D+04 112.0384491 0.0890295 0.000 166.761 EM
236.239
5 -0.11234534D+04 22.9503865 0.0200195 0.000 157.801 EM
245.199
6 -0.11081817D+04 15.2716757 0.0135935 0.000 153.907 EM
249.093
7 -0.10967230D+04 11.4586862 0.0103401 0.000 152.480 EM
250.520
8 -0.10885447D+04 8.1783225 0.0074571 0.000 152.560 EM
250.440
9 -0.10830666D+04 5.4780753 0.0050325 0.000 153.636 EM
249.364
10 -0.10795831D+04 3.4834762 0.0032163 0.000 155.345 EM
247.655
11 -0.10774262D+04 2.1569445 0.0019979 0.000 157.413 EM
245.587
12 -0.10760840D+04 1.3422209 0.0012458 0.000 159.647 EM
243.353
13 -0.10752204D+04 0.8636040 0.0008025 0.000 161.920 EM
241.080
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 495
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13280548D+04 0.0000000 0.0000000 2.715 128.005 EM
272.280
2 -0.12546441D+04 73.4106814 0.0552768 0.615 130.512 FS
271.873
3 -0.11957033D+04 58.9407913 0.0469781 1.559 130.211 EM
271.230
4 -0.11614078D+04 34.2954800 0.0286823 3.829 128.335 EM
270.836
5 -0.11313441D+04 30.0637626 0.0258856 7.846 125.881 EM
269.273
6 -0.11082488D+04 23.0952372 0.0204140 13.052 123.314 EM
266.634
7 -0.10932369D+04 15.0119206 0.0135456 18.310 121.404 EM
263.287
8 -0.10845969D+04 8.6400097 0.0079031 22.871 120.430 EM
259.699
9 -0.10798900D+04 4.7069375 0.0043398 26.525 120.252 EM
256.222
10 -0.10773087D+04 2.5812716 0.0023903 29.355 120.611 EM
253.034
11 -0.10758215D+04 1.4871792 0.0013805 31.528 121.284 EM
250.188
12 -0.10749030D+04 0.9184606 0.0008537 33.209 122.118 EM
247.673
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 496
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15229695D+04 0.0000000 0.0000000 69.282 295.776 EM
37.942
2 -0.12335296D+04 289.4399212 0.1900497 85.725 242.648 EM
74.628
3 -0.11478398D+04 85.6897985 0.0694672 91.552 200.663 EM
110.785
4 -0.11124534D+04 35.3863636 0.0308287 93.230 171.763 EM
138.007
5 -0.10953937D+04 17.0597131 0.0153352 93.160 153.923 EM
155.918
6 -0.10866803D+04 8.7134158 0.0079546 93.070 142.672 EM
167.258
7 -0.10817765D+04 4.9038054 0.0045126 93.204 135.425 EM
174.371
8 -0.10792841D+04 2.4924400 0.0023040 92.859 130.922 EM
179.220
9 -0.10758884D+04 3.3956133 0.0031462 92.894 126.763 EM
183.342
10 -0.10742663D+04 1.6221584 0.0015077 92.890 123.807 EM
186.303
11 -0.10721572D+04 2.1090664 0.0019633 93.389 120.808 EM
188.803
12 -0.10716124D+04 0.5448194 0.0005082 94.070 118.770 EM
190.160
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 497
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14709792D+04 0.0000000 0.0000000 119.147 38.083 EM
245.770
2 -0.13920162D+04 78.9629884 0.0536806 95.440 50.513 FS
257.046
3 -0.13063000D+04 85.7161910 0.0615770 114.312 48.327 FS
240.361
4 -0.12245697D+04 81.7302409 0.0625662 154.297 45.302 FS
203.401
5 -0.11569540D+04 67.6157916 0.0552160 179.343 37.287 FS
186.370
6 -0.11079309D+04 49.0230209 0.0423725 168.846 25.586 FS
208.568
7 -0.10814696D+04 26.4613511 0.0238836 165.259 22.300 FS
215.441
8 -0.10725953D+04 8.8742949 0.0082058 169.686 23.916 EM
209.397
9 -0.10718152D+04 0.7800927 0.0007273 171.078 24.878 EM
207.044
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 498
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19412542D+04 0.0000000 0.0000000 388.739 0.454 EM
13.808
2 -0.16289176D+04 312.3366256 0.1608942 356.940 0.935 EM
45.125
3 -0.14159606D+04 212.9570406 0.1307353 296.350 1.544 EM
105.106
4 -0.12552721D+04 160.6884144 0.1134837 232.746 1.991 EM
168.263
5 -0.11736425D+04 81.6296411 0.0650294 190.885 2.298 EM
209.818
6 -0.11384482D+04 35.1942854 0.0299872 169.998 2.718 EM
230.284
7 -0.11182009D+04 20.2473155 0.0177850 159.942 3.440 EM
239.617
8 -0.11033016D+04 14.8992853 0.0133243 154.352 4.724 EM
243.924
9 -0.10914398D+04 11.8617910 0.0107512 150.693 6.665 EM
245.642
10 -0.10824200D+04 9.0198700 0.0082642 148.370 8.824 EM
245.807
11 -0.10765818D+04 5.8381819 0.0053936 147.411 10.583 EM
245.006
12 -0.10732362D+04 3.3456134 0.0031076 147.620 11.749 EM
243.631
13 -0.10713413D+04 1.8948909 0.0017656 148.625 12.457 EM
241.918
14 -0.10702119D+04 1.1293683 0.0010542 150.089 12.886 EM
240.025
15 -0.10694944D+04 0.7174920 0.0006704 151.785 13.156 EM
238.059
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 499
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12057925D+04 0.0000000 0.0000000 317.480 47.925 EM
37.595
2 -0.10884366D+04 117.3559656 0.0973268 311.171 48.108 EM
43.721
3 -0.10779930D+04 10.4435314 0.0095950 305.288 49.278 EM
48.433
4 -0.10763082D+04 1.6848108 0.0015629 300.734 50.445 EM
51.821
5 -0.10764815D+04 -0.1733084 -0.0001610 296.935 51.650 EM
54.415
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 500
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14142131D+04 0.0000000 0.0000000 0.037 256.458 EM
146.504
2 -0.14078142D+04 6.3989092 0.0045247 0.000 255.210 FS
147.790
3 -0.11856816D+04 222.1325908 0.1577854 0.000 187.549 EM
215.451
4 -0.11340781D+04 51.6034383 0.0435222 0.000 161.577 EM
241.423
5 -0.11138048D+04 20.2732906 0.0178764 0.000 153.500 EM
249.500
6 -0.11006724D+04 13.1324530 0.0117906 0.000 151.111 EM
251.889
7 -0.10912627D+04 9.4096761 0.0085490 0.000 150.940 EM
252.060
8 -0.10848555D+04 6.4072214 0.0058714 0.000 151.953 EM
251.047
9 -0.10807329D+04 4.1226239 0.0038002 0.000 153.678 EM
249.322
10 -0.10781696D+04 2.5633065 0.0023718 0.000 155.807 EM
247.193
11 -0.10765799D+04 1.5896874 0.0014744 0.000 158.125 EM
244.875
12 -0.10755663D+04 1.0136010 0.0009415 0.000 160.492 EM
242.508
13 -0.10748883D+04 0.6779385 0.0006303 0.000 162.823 EM
240.177
FINAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19872519D+04 0.0000000 0.0000000 19.909 96.131 EM
286.960
2 -0.13002891D+04 686.9627727 0.3456848 51.254 73.211 EM
278.536
3 -0.12594003D+04 40.8888297 0.0314460 34.984 91.668 FS
276.349
4 -0.11653922D+04 94.0080649 0.0746451 30.870 100.432 FS
271.698
5 -0.11006083D+04 64.7838736 0.0555898 17.558 126.931 FS
258.511
6 -0.10768850D+04 23.7233447 0.0215548 1.656 180.433 FS
220.910
7 -0.10709272D+04 5.9577712 0.0055324 2.951 180.506 EM
219.543
8 -0.10692196D+04 1.7076263 0.0015945 4.584 179.891 EM
218.525
9 -0.10680349D+04 1.1846673 0.0011080 5.931 179.448 EM
217.620
10 -0.10675598D+04 0.4751141 0.0004448 6.808 179.466 EM
216.726
11 -0.10673897D+04 0.1701207 0.0001594 7.356 179.839 EM
215.805
12 -0.10673056D+04 0.0841205 0.0000788 7.724 180.408 EM
214.868
13 -0.10672476D+04 0.0579231 0.0000543 7.997 181.066 EM
213.937
14 -0.10672010D+04 0.0466501 0.0000437 8.218 181.754 EM
213.028
15 -0.10671612D+04 0.0398033 0.0000373 8.407 182.444 EM
212.149
16 -0.10671264D+04 0.0347758 0.0000326 8.576 183.120 EM
211.304
17 -0.10670956D+04 0.0307591 0.0000288 8.730 183.776 EM
210.494
18 -0.10670682D+04 0.0274164 0.0000257 8.872 184.410 EM
209.718
19 -0.10670437D+04 0.0245693 0.0000230 9.004 185.021 EM
208.975
20 -0.10670215D+04 0.0221084 0.0000207 9.128 185.609 EM
208.264
21 -0.10670016D+04 0.0199596 0.0000187 9.245 186.173 EM
207.582
22 -0.10669835D+04 0.0180699 0.0000169 9.355 186.716 EM
206.929
23 -0.10669671D+04 0.0163988 0.0000154 9.460 187.238 EM
206.302
24 -0.10669522D+04 0.0149146 0.0000140 9.559 187.739 EM
205.701
25 -0.10669386D+04 0.0135918 0.0000127 9.654 188.221 EM
205.124
26 -0.10669262D+04 0.0124091 0.0000116 9.745 188.685 EM
204.570
27 -0.10669149D+04 0.0113488 0.0000106 9.832 189.131 EM
204.038
28 -0.10669045D+04 0.0103958 0.0000097 9.915 189.560 EM
203.526
29 -0.10668949D+04 0.0095374 0.0000089 9.994 189.973 EM
203.033
30 -0.10668862D+04 0.0087624 0.0000082 10.070 190.371 EM
202.559
31 -0.10668781D+04 0.0080614 0.0000076 10.144 190.754 EM
202.102
32 -0.10668707D+04 0.0074260 0.0000070 10.214 191.123 EM
201.663
33 -0.10668638D+04 0.0068492 0.0000064 10.282 191.479 EM
201.239
34 -0.10668575D+04 0.0063245 0.0000059 10.347 191.822 EM
200.830
35 -0.10668517D+04 0.0058465 0.0000055 10.410 192.153 EM
200.436
36 -0.10668462D+04 0.0054104 0.0000051 10.471 192.473 EM
200.056
37 -0.10668412D+04 0.0050119 0.0000047 10.530 192.781 EM
199.689
38 -0.10668366D+04 0.0046473 0.0000044 10.586 193.079 EM
199.335
39 -0.10668323D+04 0.0043131 0.0000040 10.641 193.367 EM
198.993
40 -0.10668283D+04 0.0040065 0.0000038 10.693 193.644 EM
198.662
41 -0.10668245D+04 0.0037249 0.0000035 10.744 193.913 EM
198.343
42 -0.10668211D+04 0.0034658 0.0000032 10.794 194.172 EM
198.034
43 -0.10668178D+04 0.0032273 0.0000030 10.841 194.423 EM
197.736
44 -0.10668148D+04 0.0030074 0.0000028 10.887 194.666 EM
197.447
45 -0.10668120D+04 0.0028045 0.0000026 10.932 194.900 EM
197.168
46 -0.10668094D+04 0.0026171 0.0000025 10.975 195.127 EM
196.897
47 -0.10668070D+04 0.0024438 0.0000023 11.017 195.347 EM
196.636
48 -0.10668047D+04 0.0022834 0.0000021 11.058 195.559 EM
196.382
49 -0.10668026D+04 0.0021348 0.0000020 11.098 195.765 EM
196.137
50 -0.10668006D+04 0.0019971 0.0000019 11.136 195.964 EM
195.900
51 -0.10667987D+04 0.0018693 0.0000018 11.173 196.157 EM
195.670
52 -0.10667969D+04 0.0017506 0.0000016 11.209 196.344 EM
195.447
53 -0.10667786D+04 0.0183310 0.0000172 13.041 202.602 FS
187.356
54 -0.10667709D+04 0.0076833 0.0000072 13.036 202.635 EM
187.329
55 -0.10667693D+04 0.0016601 0.0000016 13.031 202.634 EM
187.335
56 -0.10667688D+04 0.0004790 0.0000004 13.027 202.622 EM
187.351
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 286
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15392802D+04 0.0000000 0.0000000 149.144 142.506 EM
111.350
2 -0.12242898D+04 314.9903740 0.2046349 52.598 135.383 FS
215.019
3 -0.12000514D+04 24.2383957 0.0197979 5.048 193.174 FS
204.778
4 -0.10977249D+04 102.3265327 0.0852685 6.383 196.280 EM
200.337
5 -0.10863598D+04 11.3650148 0.0103532 8.372 192.711 EM
201.916
6 -0.10794837D+04 6.8761054 0.0063295 10.164 187.650 EM
205.186
7 -0.10746975D+04 4.7862726 0.0044339 11.193 183.490 EM
208.317
8 -0.10717671D+04 2.9303765 0.0027267 11.560 180.811 EM
210.628
9 -0.10699686D+04 1.7984992 0.0016781 11.610 179.318 EM
212.072
10 -0.10688447D+04 1.1239111 0.0010504 11.550 178.615 EM
212.835
11 -0.10681466D+04 0.6980475 0.0006531 11.471 178.414 EM
213.116
12 -0.10677173D+04 0.4292918 0.0004019 11.404 178.530 EM
213.067
13 -0.10674540D+04 0.2633439 0.0002466 11.358 178.847 EM
212.796
14 -0.10672910D+04 0.1630374 0.0001527 11.332 179.290 EM
212.378
15 -0.10671876D+04 0.1033110 0.0000968 11.324 179.812 EM
211.864
16 -0.10671197D+04 0.0679899 0.0000637 11.329 180.379 EM
211.292
17 -0.10670726D+04 0.0470439 0.0000441 11.345 180.971 EM
210.684
18 -0.10670382D+04 0.0344493 0.0000323 11.370 181.571 EM
210.059
19 -0.10670115D+04 0.0266751 0.0000250 11.400 182.171 EM
209.429
20 -0.10669898D+04 0.0216857 0.0000203 11.435 182.764 EM
208.802
21 -0.10669715D+04 0.0183198 0.0000172 11.472 183.345 EM
208.183
22 -0.10669556D+04 0.0159178 0.0000149 11.511 183.912 EM
207.577
23 -0.10669415D+04 0.0141046 0.0000132 11.551 184.463 EM
206.986
24 -0.10669288D+04 0.0126654 0.0000119 11.592 184.997 EM
206.411
25 -0.10669173D+04 0.0114756 0.0000108 11.632 185.515 EM
205.853
26 -0.10669069D+04 0.0104614 0.0000098 11.672 186.015 EM
205.313
27 -0.10668973D+04 0.0095776 0.0000090 11.711 186.498 EM
204.790
28 -0.10668885D+04 0.0087956 0.0000082 11.750 186.966 EM
204.285
29 -0.10668804D+04 0.0080963 0.0000076 11.787 187.417 EM
203.796
30 -0.10668729D+04 0.0074665 0.0000070 11.824 187.852 EM
203.324
31 -0.10668660D+04 0.0068964 0.0000065 11.859 188.273 EM
202.868
32 -0.10668596D+04 0.0063782 0.0000060 11.894 188.679 EM
202.427
33 -0.10668537D+04 0.0059059 0.0000055 11.927 189.072 EM
202.001
34 -0.10668483D+04 0.0054744 0.0000051 11.959 189.451 EM
201.590
35 -0.10668432D+04 0.0050796 0.0000048 11.990 189.818 EM
201.193
36 -0.10668385D+04 0.0047175 0.0000044 12.020 190.172 EM
200.808
37 -0.10668341D+04 0.0043851 0.0000041 12.048 190.515 EM
200.437
38 -0.10668300D+04 0.0040795 0.0000038 12.076 190.846 EM
200.078
39 -0.10668262D+04 0.0037982 0.0000036 12.103 191.167 EM
199.730
40 -0.10668227D+04 0.0035390 0.0000033 12.129 191.477 EM
199.394
41 -0.10668194D+04 0.0032998 0.0000031 12.154 191.778 EM
199.069
42 -0.10668163D+04 0.0030788 0.0000029 12.178 192.068 EM
198.754
43 -0.10668134D+04 0.0028746 0.0000027 12.201 192.350 EM
198.449
44 -0.10668107D+04 0.0026856 0.0000025 12.223 192.623 EM
198.154
45 -0.10668082D+04 0.0025105 0.0000024 12.245 192.887 EM
197.868
46 -0.10668059D+04 0.0023482 0.0000022 12.266 193.143 EM
197.591
47 -0.10667722D+04 0.0336904 0.0000316 12.925 202.774 FS
187.301
48 -0.10667690D+04 0.0031343 0.0000029 12.931 202.809 EM
187.260
49 -0.10667686D+04 0.0004032 0.0000004 12.934 202.806 EM
187.260
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 315
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16306524D+04 0.0000000 0.0000000 48.097 336.678 EM
18.225
2 -0.13449811D+04 285.6712751 0.1751883 32.712 349.828 FS
20.460
3 -0.11775306D+04 167.4505417 0.1245003 9.316 339.696 FS
53.987
4 -0.11195563D+04 57.9742744 0.0492338 11.387 317.481 EM
74.132
5 -0.10985982D+04 20.9580910 0.0187200 13.116 298.855 EM
91.029
6 -0.10886031D+04 9.9950744 0.0090980 14.608 284.284 EM
104.107
7 -0.10827051D+04 5.8980395 0.0054180 15.981 273.156 EM
113.863
8 -0.10787740D+04 3.9311333 0.0036308 17.343 264.585 EM
121.072
9 -0.10757311D+04 3.0428207 0.0028206 18.798 257.766 EM
126.436
10 -0.10729579D+04 2.7731935 0.0025780 20.378 252.131 EM
130.491
11 -0.10705933D+04 2.3646624 0.0022039 21.931 247.461 EM
133.608
12 -0.10690574D+04 1.5358712 0.0014346 23.262 243.698 EM
136.041
13 -0.10682290D+04 0.8283945 0.0007749 24.297 240.719 EM
137.983
14 -0.10677882D+04 0.4408345 0.0004127 25.063 238.357 EM
139.581
15 -0.10675336D+04 0.2545855 0.0002384 25.612 236.455 EM
140.933
16 -0.10673774D+04 0.1561868 0.0001463 25.997 234.896 EM
142.107
17 -0.10672791D+04 0.0982917 0.0000921 26.260 233.594 EM
143.147
18 -0.10672162D+04 0.0629076 0.0000589 26.432 232.485 EM
144.083
19 -0.10671751D+04 0.0411554 0.0000386 26.538 231.524 EM
144.938
20 -0.10671473D+04 0.0278007 0.0000261 26.596 230.675 EM
145.729
21 -0.10671276D+04 0.0196104 0.0000184 26.620 229.911 EM
146.469
22 -0.10671131D+04 0.0145822 0.0000137 26.620 229.212 EM
147.168
23 -0.10671016D+04 0.0114824 0.0000108 26.602 228.565 EM
147.833
24 -0.10670920D+04 0.0095554 0.0000090 26.572 227.957 EM
148.471
25 -0.10670837D+04 0.0083404 0.0000078 26.534 227.380 EM
149.086
26 -0.10670761D+04 0.0075573 0.0000071 26.490 226.828 EM
149.682
27 -0.10670691D+04 0.0070359 0.0000066 26.442 226.297 EM
150.261
28 -0.10670624D+04 0.0066734 0.0000063 26.391 225.782 EM
150.827
29 -0.10670560D+04 0.0064073 0.0000060 26.338 225.281 EM
151.381
30 -0.10670498D+04 0.0062000 0.0000058 26.284 224.792 EM
151.924
31 -0.10670438D+04 0.0060286 0.0000056 26.229 224.314 EM
152.457
32 -0.10670379D+04 0.0058793 0.0000055 26.174 223.844 EM
152.982
33 -0.10670322D+04 0.0057437 0.0000054 26.118 223.384 EM
153.499
34 -0.10670265D+04 0.0056168 0.0000053 26.062 222.931 EM
154.008
35 -0.10670211D+04 0.0054957 0.0000052 26.005 222.485 EM
154.510
36 -0.10670157D+04 0.0053783 0.0000050 25.949 222.046 EM
155.005
37 -0.10670104D+04 0.0052638 0.0000049 25.893 221.613 EM
155.494
38 -0.10670053D+04 0.0051513 0.0000048 25.836 221.187 EM
155.977
39 -0.10670002D+04 0.0050406 0.0000047 25.779 220.767 EM
156.453
40 -0.10669953D+04 0.0049314 0.0000046 25.723 220.354 EM
156.924
41 -0.10669905D+04 0.0048236 0.0000045 25.666 219.946 EM
157.389
42 -0.10669857D+04 0.0047172 0.0000044 25.609 219.544 EM
157.847
43 -0.10669811D+04 0.0046121 0.0000043 25.552 219.148 EM
158.301
44 -0.10669766D+04 0.0045084 0.0000042 25.495 218.757 EM
158.748
45 -0.10669722D+04 0.0044060 0.0000041 25.438 218.372 EM
159.190
46 -0.10669679D+04 0.0043050 0.0000040 25.381 217.993 EM
159.626
47 -0.10669637D+04 0.0042054 0.0000039 25.323 217.619 EM
160.057
48 -0.10669596D+04 0.0041069 0.0000038 25.266 217.251 EM
160.482
49 -0.10669556D+04 0.0040103 0.0000038 25.209 216.889 EM
160.902
50 -0.10669517D+04 0.0039151 0.0000037 25.151 216.532 EM
161.317
51 -0.10669479D+04 0.0038213 0.0000036 25.094 216.180 EM
161.726
52 -0.10669441D+04 0.0037291 0.0000035 25.037 215.834 EM
162.129
53 -0.10669405D+04 0.0036383 0.0000034 24.979 215.493 EM
162.528
54 -0.10669369D+04 0.0035491 0.0000033 24.922 215.158 EM
162.921
55 -0.10669335D+04 0.0034614 0.0000032 24.864 214.828 EM
163.308
56 -0.10669301D+04 0.0033754 0.0000032 24.806 214.503 EM
163.691
57 -0.10669268D+04 0.0032909 0.0000031 24.749 214.183 EM
164.068
58 -0.10669236D+04 0.0032080 0.0000030 24.691 213.869 EM
164.440
59 -0.10669205D+04 0.0031267 0.0000029 24.633 213.560 EM
164.807
60 -0.10669174D+04 0.0030471 0.0000029 24.576 213.255 EM
165.169
61 -0.10669145D+04 0.0029690 0.0000028 24.518 212.956 EM
165.526
62 -0.10669116D+04 0.0028925 0.0000027 24.460 212.662 EM
165.877
63 -0.10669087D+04 0.0028177 0.0000026 24.403 212.373 EM
166.224
64 -0.10669060D+04 0.0027445 0.0000026 24.345 212.089 EM
166.566
65 -0.10669033D+04 0.0026728 0.0000025 24.287 211.810 EM
166.903
66 -0.10669007D+04 0.0026028 0.0000024 24.230 211.536 EM
167.235
67 -0.10668982D+04 0.0025344 0.0000024 24.172 211.266 EM
167.562
68 -0.10668957D+04 0.0024675 0.0000023 24.115 211.001 EM
167.884
69 -0.10668933D+04 0.0024022 0.0000023 24.057 210.741 EM
168.202
70 -0.10668910D+04 0.0023385 0.0000022 23.999 210.486 EM
168.515
71 -0.10668887D+04 0.0022764 0.0000021 23.942 210.235 EM
168.823
72 -0.10668865D+04 0.0022158 0.0000021 23.884 209.989 EM
169.127
73 -0.10668007D+04 0.0858178 0.0000804 14.770 205.758 QN
182.472
74 -0.10667858D+04 0.0148712 0.0000139 14.676 206.039 EM
182.285
75 -0.10667827D+04 0.0031365 0.0000029 14.608 206.104 EM
182.288
76 -0.10667816D+04 0.0010796 0.0000010 14.556 206.079 EM
182.365
77 -0.10667809D+04 0.0006500 0.0000006 14.515 206.015 EM
182.470
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 358
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13926818D+04 0.0000000 0.0000000 389.140 2.093 EM
11.767
2 -0.13139145D+04 78.7672714 0.0565580 376.495 1.976 EM
24.529
3 -0.12616300D+04 52.2844872 0.0397929 354.659 1.883 EM
46.458
4 -0.12227948D+04 38.8351645 0.0307817 323.691 1.785 EM
77.523
5 -0.11915456D+04 31.2492827 0.0255556 287.226 1.685 EM
114.089
6 -0.11594446D+04 32.1009791 0.0269406 253.015 1.609 EM
148.376
7 -0.11338240D+04 25.6205975 0.0220973 226.511 1.603 EM
174.886
8 -0.11165408D+04 17.2832073 0.0152433 208.193 1.662 EM
193.146
9 -0.11039418D+04 12.5989922 0.0112840 196.106 1.771 EM
205.123
10 -0.10942548D+04 9.6869802 0.0087749 188.155 1.927 EM
212.918
11 -0.10869329D+04 7.3219315 0.0066912 182.895 2.136 EM
217.969
12 -0.10816253D+04 5.3076059 0.0048831 179.449 2.408 EM
221.143
13 -0.10779399D+04 3.6853169 0.0034072 177.258 2.760 EM
222.981
14 -0.10754437D+04 2.4962291 0.0023157 175.920 3.218 EM
223.862
15 -0.10736987D+04 1.7450157 0.0016226 175.139 3.792 EM
224.070
16 -0.10722861D+04 1.4125631 0.0013156 174.744 4.436 EM
223.819
17 -0.10708607D+04 1.4254160 0.0013293 174.671 5.063 EM
223.267
18 -0.10694328D+04 1.4278889 0.0013334 174.872 5.613 EM
222.516
19 -0.10684431D+04 0.9897367 0.0009255 175.354 6.026 EM
221.621
20 -0.10679475D+04 0.4955712 0.0004638 176.053 6.330 EM
220.617
21 -0.10677147D+04 0.2327804 0.0002180 176.863 6.587 EM
219.550
22 -0.10675835D+04 0.1312846 0.0001230 177.708 6.829 EM
218.463
23 -0.10674894D+04 0.0940901 0.0000881 178.552 7.061 EM
217.387
24 -0.10674131D+04 0.0762439 0.0000714 179.381 7.282 EM
216.337
25 -0.10673485D+04 0.0646701 0.0000606 180.189 7.490 EM
215.320
26 -0.10672925D+04 0.0559744 0.0000524 180.973 7.686 EM
214.341
27 -0.10672435D+04 0.0490106 0.0000459 181.730 7.870 EM
213.400
28 -0.10672002D+04 0.0432425 0.0000405 182.460 8.043 EM
212.497
29 -0.10671619D+04 0.0383651 0.0000359 183.163 8.205 EM
211.632
30 -0.10671277D+04 0.0341845 0.0000320 183.838 8.359 EM
210.803
31 -0.10670971D+04 0.0305677 0.0000286 184.487 8.504 EM
210.009
32 -0.10670697D+04 0.0274176 0.0000257 185.109 8.642 EM
209.249
33 -0.10670450D+04 0.0246598 0.0000231 185.707 8.773 EM
208.521
34 -0.10670228D+04 0.0222352 0.0000208 186.280 8.897 EM
207.823
35 -0.10670027D+04 0.0200960 0.0000188 186.830 9.015 EM
207.154
36 -0.10669845D+04 0.0182024 0.0000171 187.358 9.128 EM
206.513
37 -0.10669680D+04 0.0165213 0.0000155 187.865 9.236 EM
205.898
38 -0.10669530D+04 0.0150248 0.0000141 188.352 9.340 EM
205.308
39 -0.10669393D+04 0.0136892 0.0000128 188.820 9.438 EM
204.741
40 -0.10669268D+04 0.0124943 0.0000117 189.270 9.533 EM
204.197
41 -0.10669153D+04 0.0114227 0.0000107 189.703 9.624 EM
203.673
42 -0.10669049D+04 0.0104596 0.0000098 190.119 9.711 EM
203.170
43 -0.10668953D+04 0.0095921 0.0000090 190.520 9.794 EM
202.686
44 -0.10668865D+04 0.0088092 0.0000083 190.905 9.874 EM
202.220
45 -0.10668177D+04 0.0687401 0.0000644 202.070 12.912 FS
188.018
46 -0.10667811D+04 0.0366159 0.0000343 202.215 12.900 EM
187.885
47 -0.10667725D+04 0.0086721 0.0000081 202.256 12.890 EM
187.854
48 -0.10667700D+04 0.0024704 0.0000023 202.262 12.885 EM
187.853
49 -0.10667691D+04 0.0008926 0.0000008 202.254 12.885 EM
187.861
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 116
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19683470D+04 0.0000000 0.0000000 86.672 36.481 EM
279.847
2 -0.16396638D+04 328.6832822 0.1669844 88.051 35.754 FS
279.195
3 -0.14358052D+04 203.8585459 0.1243295 79.208 44.645 FS
279.147
4 -0.13153494D+04 120.4557787 0.0838942 60.022 64.738 FS
278.240
5 -0.12274979D+04 87.8515698 0.0667895 67.071 60.100 FS
275.829
6 -0.11463015D+04 81.1963676 0.0661479 79.583 54.895 FS
268.522
7 -0.11347272D+04 11.5743173 0.0100971 112.202 49.774 FS
241.024
8 -0.10946526D+04 40.0745843 0.0353165 303.512 0.369 FS
99.119
9 -0.10856393D+04 9.0132889 0.0082339 303.539 0.354 EM
99.107
10 -0.10815172D+04 4.1221077 0.0037969 301.549 0.484 EM
100.967
11 -0.10783434D+04 3.1738002 0.0029346 298.275 1.022 EM
103.703
12 -0.10752675D+04 3.0758961 0.0028524 294.407 1.833 EM
106.761
13 -0.10730453D+04 2.2222312 0.0020667 290.612 2.554 EM
109.834
14 -0.10715481D+04 1.4971991 0.0013953 287.067 3.203 EM
112.730
15 -0.10703072D+04 1.2408793 0.0011580 283.752 3.885 EM
115.363
16 -0.10692502D+04 1.0569371 0.0009875 280.767 4.517 EM
117.716
17 -0.10685521D+04 0.6981467 0.0006529 278.229 4.980 EM
119.791
18 -0.10681381D+04 0.4139870 0.0003874 276.083 5.323 EM
121.594
19 -0.10678836D+04 0.2545026 0.0002383 274.243 5.600 EM
123.156
20 -0.10677223D+04 0.1612806 0.0001510 272.644 5.834 EM
124.521
21 -0.10676172D+04 0.1051228 0.0000985 271.238 6.034 EM
125.728
22 -0.10675464D+04 0.0707805 0.0000663 269.984 6.206 EM
126.810
23 -0.10674969D+04 0.0494791 0.0000463 268.852 6.356 EM
127.792
24 -0.10674609D+04 0.0360864 0.0000338 267.816 6.488 EM
128.696
25 -0.10674333D+04 0.0275548 0.0000258 266.857 6.605 EM
129.538
26 -0.10674113D+04 0.0220445 0.0000207 265.959 6.711 EM
130.330
27 -0.10673928D+04 0.0184298 0.0000173 265.108 6.808 EM
131.083
28 -0.10673768D+04 0.0160144 0.0000150 264.296 6.898 EM
131.806
29 -0.10673625D+04 0.0143644 0.0000135 263.515 6.982 EM
132.503
30 -0.10673492D+04 0.0132072 0.0000124 262.759 7.061 EM
133.180
31 -0.10673369D+04 0.0123707 0.0000116 262.024 7.135 EM
133.841
32 -0.10673251D+04 0.0117452 0.0000110 261.305 7.207 EM
134.488
33 -0.10673139D+04 0.0112605 0.0000106 260.600 7.275 EM
135.125
34 -0.10673030D+04 0.0108715 0.0000102 259.907 7.340 EM
135.752
35 -0.10672925D+04 0.0105486 0.0000099 259.224 7.404 EM
136.372
36 -0.10672822D+04 0.0102725 0.0000096 258.550 7.465 EM
136.985
37 -0.10672721D+04 0.0100302 0.0000094 257.883 7.524 EM
137.593
38 -0.10672623D+04 0.0098130 0.0000092 257.224 7.581 EM
138.195
39 -0.10672527D+04 0.0096149 0.0000090 256.571 7.637 EM
138.792
40 -0.10672433D+04 0.0094318 0.0000088 255.923 7.691 EM
139.386
41 -0.10672340D+04 0.0092605 0.0000087 255.281 7.744 EM
139.975
42 -0.10672249D+04 0.0090990 0.0000085 254.644 7.795 EM
140.560
43 -0.10672160D+04 0.0089455 0.0000084 254.012 7.846 EM
141.142
44 -0.10672072D+04 0.0087988 0.0000082 253.385 7.895 EM
141.720
45 -0.10671985D+04 0.0086578 0.0000081 252.762 7.942 EM
142.295
46 -0.10671900D+04 0.0085217 0.0000080 252.144 7.989 EM
142.867
47 -0.10671816D+04 0.0083898 0.0000079 251.531 8.035 EM
143.434
48 -0.10671734D+04 0.0082617 0.0000077 250.921 8.080 EM
143.999
49 -0.10671652D+04 0.0081368 0.0000076 250.316 8.124 EM
144.560
50 -0.10671572D+04 0.0080147 0.0000075 249.716 8.167 EM
145.117
51 -0.10671493D+04 0.0078951 0.0000074 249.120 8.209 EM
145.671
52 -0.10671415D+04 0.0077770 0.0000073 248.528 8.251 EM
146.221
53 -0.10671339D+04 0.0076621 0.0000072 247.941 8.292 EM
146.768
54 -0.10671263D+04 0.0075486 0.0000071 247.357 8.332 EM
147.311
55 -0.10671189D+04 0.0074365 0.0000070 246.779 8.371 EM
147.850
56 -0.10671116D+04 0.0073258 0.0000069 246.204 8.410 EM
148.386
57 -0.10671043D+04 0.0072164 0.0000068 245.635 8.448 EM
148.917
58 -0.10670972D+04 0.0071081 0.0000067 245.069 8.485 EM
149.445
59 -0.10670902D+04 0.0070008 0.0000066 244.508 8.522 EM
149.969
60 -0.10670833D+04 0.0068946 0.0000065 243.952 8.559 EM
150.489
61 -0.10670765D+04 0.0067892 0.0000064 243.400 8.595 EM
151.005
62 -0.10670699D+04 0.0066847 0.0000063 242.853 8.630 EM
151.517
63 -0.10670633D+04 0.0065809 0.0000062 242.310 8.665 EM
152.025
64 -0.10670568D+04 0.0064779 0.0000061 241.771 8.699 EM
152.529
65 -0.10670504D+04 0.0063756 0.0000060 241.238 8.733 EM
153.029
66 -0.10670442D+04 0.0062740 0.0000059 240.709 8.767 EM
153.524
67 -0.10670380D+04 0.0061731 0.0000058 240.184 8.800 EM
154.015
68 -0.10670319D+04 0.0060728 0.0000057 239.665 8.833 EM
154.502
69 -0.10670259D+04 0.0059732 0.0000056 239.150 8.866 EM
154.985
70 -0.10670201D+04 0.0058742 0.0000055 238.639 8.898 EM
155.463
71 -0.10670143D+04 0.0057758 0.0000054 238.134 8.929 EM
155.937
72 -0.10670086D+04 0.0056781 0.0000053 237.633 8.961 EM
156.406
73 -0.10668419D+04 0.1667241 0.0001563 212.352 10.578 QN
180.070
74 -0.10668064D+04 0.0355270 0.0000333 212.660 10.628 EM
179.713
75 -0.10667997D+04 0.0066969 0.0000063 212.672 10.658 EM
179.670
76 -0.10667974D+04 0.0022307 0.0000021 212.568 10.686 EM
179.747
77 -0.10667961D+04 0.0012925 0.0000012 212.419 10.712 EM
179.868
78 -0.10667951D+04 0.0010143 0.0000010 212.256 10.738 EM
180.006
79 -0.10667942D+04 0.0008954 0.0000008 212.088 10.764 EM
180.148
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 443
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13430613D+04 0.0000000 0.0000000 178.951 6.448 EM
217.601
2 -0.12073999D+04 135.6613830 0.1010091 174.556 3.585 EM
224.859
3 -0.11263763D+04 81.0236225 0.0671059 170.444 2.323 EM
230.233
4 -0.10902115D+04 36.1647691 0.0321072 167.860 1.761 EM
233.379
5 -0.10802128D+04 9.9986766 0.0091713 166.807 1.555 EM
234.638
6 -0.10771114D+04 3.1014493 0.0028711 166.778 1.543 EM
234.679
7 -0.10753124D+04 1.7989754 0.0016702 167.303 1.676 EM
234.021
8 -0.10740719D+04 1.2405167 0.0011536 168.081 1.954 EM
232.965
9 -0.10730149D+04 1.0570222 0.0009841 168.966 2.345 EM
231.689
10 -0.10718635D+04 1.1513143 0.0010730 169.927 2.777 EM
230.296
11 -0.10705589D+04 1.3046173 0.0012171 170.895 3.261 EM
228.844
12 -0.10694682D+04 1.0906908 0.0010188 171.865 3.763 EM
227.371
13 -0.10688025D+04 0.6657114 0.0006225 172.891 4.211 EM
225.898
14 -0.10684140D+04 0.3885200 0.0003635 173.958 4.605 EM
224.437
15 -0.10681618D+04 0.2521868 0.0002360 175.027 4.964 EM
223.009
16 -0.10679766D+04 0.1852658 0.0001734 176.073 5.299 EM
221.628
17 -0.10678300D+04 0.1465881 0.0001373 177.085 5.611 EM
220.305
18 -0.10677092D+04 0.1207644 0.0001131 178.059 5.900 EM
219.040
19 -0.10676072D+04 0.1019848 0.0000955 178.995 6.170 EM
217.835
20 -0.10675197D+04 0.0875371 0.0000820 179.891 6.421 EM
216.688
21 -0.10674437D+04 0.0759659 0.0000712 180.749 6.657 EM
215.595
22 -0.10673773D+04 0.0664307 0.0000622 181.569 6.877 EM
214.554
23 -0.10673189D+04 0.0584178 0.0000547 182.353 7.085 EM
213.563
24 -0.10672673D+04 0.0515946 0.0000483 183.101 7.281 EM
212.618
25 -0.10672215D+04 0.0457323 0.0000428 183.816 7.466 EM
211.718
26 -0.10671809D+04 0.0406635 0.0000381 184.500 7.641 EM
210.859
27 -0.10671446D+04 0.0362600 0.0000340 185.153 7.808 EM
210.039
28 -0.10671122D+04 0.0324196 0.0000304 185.777 7.967 EM
209.257
29 -0.10670831D+04 0.0290593 0.0000272 186.374 8.117 EM
208.509
30 -0.10670570D+04 0.0261101 0.0000245 186.946 8.261 EM
207.793
31 -0.10670335D+04 0.0235143 0.0000220 187.493 8.398 EM
207.109
32 -0.10670123D+04 0.0212233 0.0000199 188.017 8.529 EM
206.454
33 -0.10669931D+04 0.0191961 0.0000180 188.520 8.654 EM
205.827
34 -0.10669757D+04 0.0173977 0.0000163 189.002 8.773 EM
205.225
35 -0.10669599D+04 0.0157984 0.0000148 189.465 8.887 EM
204.648
36 -0.10669455D+04 0.0143727 0.0000135 189.909 8.997 EM
204.094
37 -0.10669324D+04 0.0130987 0.0000123 190.335 9.102 EM
203.563
38 -0.10669205D+04 0.0119579 0.0000112 190.745 9.203 EM
203.052
39 -0.10669095D+04 0.0109342 0.0000102 191.140 9.299 EM
202.561
40 -0.10668995D+04 0.0100134 0.0000094 191.519 9.392 EM
202.089
41 -0.10668903D+04 0.0091838 0.0000086 191.884 9.481 EM
201.635
42 -0.10668819D+04 0.0084347 0.0000079 192.235 9.567 EM
201.198
43 -0.10668741D+04 0.0077572 0.0000073 192.573 9.650 EM
200.777
44 -0.10668670D+04 0.0071432 0.0000067 192.899 9.730 EM
200.371
45 -0.10668604D+04 0.0065860 0.0000062 193.213 9.806 EM
199.981
46 -0.10668543D+04 0.0060793 0.0000057 193.516 9.880 EM
199.604
47 -0.10668139D+04 0.0404721 0.0000379 202.240 12.974 FS
187.786
48 -0.10667805D+04 0.0334004 0.0000313 202.354 12.958 EM
187.689
49 -0.10667723D+04 0.0081708 0.0000077 202.383 12.945 EM
187.672
50 -0.10667699D+04 0.0023510 0.0000022 202.383 12.938 EM
187.679
51 -0.10667691D+04 0.0008539 0.0000008 202.372 12.937 EM
187.691
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 158
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17468698D+04 0.0000000 0.0000000 5.181 168.602 EM
229.216
2 -0.16015254D+04 145.3443569 0.0832027 9.360 165.149 FS
228.490
3 -0.13928652D+04 208.6602330 0.1302884 6.530 152.865 EM
243.605
4 -0.12522233D+04 140.6418476 0.1009731 5.808 148.726 EM
248.465
5 -0.11518017D+04 100.4216663 0.0801947 5.603 147.562 EM
249.836
6 -0.10975296D+04 54.2720283 0.0471192 5.727 147.685 EM
249.589
7 -0.10796013D+04 17.9283452 0.0163352 6.133 148.639 EM
248.228
8 -0.10757962D+04 3.8050979 0.0035245 6.695 150.152 EM
246.153
9 -0.10741867D+04 1.6095374 0.0014961 7.246 151.951 EM
243.802
10 -0.10729229D+04 1.2637973 0.0011765 7.688 153.893 EM
241.419
11 -0.10717326D+04 1.1902639 0.0011094 8.006 155.890 EM
239.104
12 -0.10705483D+04 1.1843216 0.0011051 8.243 157.863 EM
236.893
13 -0.10695376D+04 1.0107167 0.0009441 8.409 159.796 EM
234.795
14 -0.10688373D+04 0.7002651 0.0006547 8.518 161.683 EM
232.798
15 -0.10684020D+04 0.4352636 0.0004072 8.610 163.493 EM
230.897
16 -0.10681320D+04 0.2700475 0.0002528 8.712 165.194 EM
229.094
17 -0.10679471D+04 0.1848287 0.0001730 8.832 166.780 EM
227.388
18 -0.10678049D+04 0.1422258 0.0001332 8.965 168.254 EM
225.780
19 -0.10676878D+04 0.1171514 0.0001097 9.105 169.630 EM
224.265
20 -0.10675885D+04 0.0993082 0.0000930 9.247 170.917 EM
222.836
21 -0.10675032D+04 0.0853081 0.0000799 9.386 172.126 EM
221.488
22 -0.10674293D+04 0.0738964 0.0000692 9.521 173.266 EM
220.213
23 -0.10673648D+04 0.0644306 0.0000604 9.650 174.344 EM
219.006
24 -0.10673083D+04 0.0564911 0.0000529 9.774 175.364 EM
217.863
25 -0.10672586D+04 0.0497739 0.0000466 9.891 176.332 EM
216.777
26 -0.10672145D+04 0.0440489 0.0000413 10.003 177.252 EM
215.745
27 -0.10671754D+04 0.0391380 0.0000367 10.110 178.127 EM
214.763
28 -0.10671405D+04 0.0349014 0.0000327 10.211 178.961 EM
213.828
29 -0.10671092D+04 0.0312273 0.0000293 10.307 179.757 EM
212.936
30 -0.10670812D+04 0.0280260 0.0000263 10.398 180.517 EM
212.085
31 -0.10670560D+04 0.0252247 0.0000236 10.485 181.244 EM
211.271
32 -0.10670332D+04 0.0227634 0.0000213 10.568 181.939 EM
210.494
33 -0.10670126D+04 0.0205929 0.0000193 10.647 182.604 EM
209.749
34 -0.10669940D+04 0.0186723 0.0000175 10.722 183.242 EM
209.036
35 -0.10669770D+04 0.0169671 0.0000159 10.793 183.854 EM
208.353
36 -0.10669616D+04 0.0154488 0.0000145 10.862 184.441 EM
207.698
37 -0.10669475D+04 0.0140930 0.0000132 10.927 185.004 EM
207.069
38 -0.10669346D+04 0.0128790 0.0000121 10.990 185.546 EM
206.464
39 -0.10669228D+04 0.0117892 0.0000110 11.050 186.067 EM
205.884
40 -0.10669120D+04 0.0108088 0.0000101 11.107 186.567 EM
205.326
41 -0.10669021D+04 0.0099246 0.0000093 11.162 187.050 EM
204.789
42 -0.10668929D+04 0.0091256 0.0000086 11.215 187.514 EM
204.272
43 -0.10668845D+04 0.0084021 0.0000079 11.265 187.961 EM
203.774
44 -0.10668768D+04 0.0077457 0.0000073 11.314 188.392 EM
203.294
45 -0.10668696D+04 0.0071492 0.0000067 11.360 188.808 EM
202.832
46 -0.10668630D+04 0.0066061 0.0000062 11.405 189.209 EM
202.386
47 -0.10668569D+04 0.0061108 0.0000057 11.448 189.596 EM
201.956
48 -0.10667826D+04 0.0742946 0.0000696 12.955 202.358 FS
187.687
49 -0.10667726D+04 0.0100632 0.0000094 12.962 202.453 EM
187.585
50 -0.10667709D+04 0.0016719 0.0000016 12.963 202.473 EM
187.564
51 -0.10667704D+04 0.0004859 0.0000005 12.964 202.467 EM
187.569
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 177
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16161325D+04 0.0000000 0.0000000 126.426 2.695 EM
273.879
2 -0.15407187D+04 75.4137793 0.0466631 129.536 0.303 FS
273.161
3 -0.11747670D+04 365.9516702 0.2375201 129.253 0.304 EM
273.443
4 -0.11392918D+04 35.4751949 0.0301976 130.552 0.465 EM
271.983
5 -0.11139238D+04 25.3680516 0.0222665 132.974 0.660 EM
269.366
6 -0.10977680D+04 16.1558030 0.0145035 136.086 0.863 EM
266.050
7 -0.10882637D+04 9.5043002 0.0086578 139.581 1.073 EM
262.346
8 -0.10827978D+04 5.4658435 0.0050225 143.164 1.298 EM
258.538
9 -0.10795638D+04 3.2340717 0.0029868 146.627 1.553 EM
254.820
10 -0.10775191D+04 2.0446227 0.0018939 149.843 1.859 EM
251.298
11 -0.10760802D+04 1.4389064 0.0013354 152.726 2.256 EM
248.018
12 -0.10748037D+04 1.2764895 0.0011862 155.134 2.871 EM
244.995
13 -0.10730771D+04 1.7266874 0.0016065 156.815 3.943 EM
242.241
14 -0.10709168D+04 2.1602630 0.0020131 158.063 5.191 EM
239.746
15 -0.10695757D+04 1.3410904 0.0012523 159.476 6.093 EM
237.431
16 -0.10689710D+04 0.6047173 0.0005654 161.099 6.674 EM
235.227
17 -0.10686235D+04 0.3474855 0.0003251 162.782 7.091 EM
233.127
18 -0.10683664D+04 0.2571216 0.0002406 164.429 7.429 EM
231.142
19 -0.10681591D+04 0.2073112 0.0001940 166.000 7.723 EM
229.277
20 -0.10679876D+04 0.1714806 0.0001605 167.486 7.986 EM
227.528
21 -0.10678439D+04 0.1437290 0.0001346 168.887 8.226 EM
225.887
22 -0.10677222D+04 0.1216839 0.0001140 170.209 8.445 EM
224.346
23 -0.10676183D+04 0.1038994 0.0000973 171.457 8.646 EM
222.897
24 -0.10675289D+04 0.0893745 0.0000837 172.637 8.832 EM
221.530
25 -0.10674515D+04 0.0773865 0.0000725 173.755 9.005 EM
220.240
26 -0.10673841D+04 0.0674008 0.0000631 174.815 9.165 EM
219.020
27 -0.10673251D+04 0.0590148 0.0000553 175.821 9.314 EM
217.865
28 -0.10672732D+04 0.0519205 0.0000486 176.777 9.454 EM
216.769
29 -0.10672273D+04 0.0458792 0.0000430 177.687 9.584 EM
215.729
30 -0.10671866D+04 0.0407034 0.0000381 178.553 9.707 EM
214.739
31 -0.10671504D+04 0.0362447 0.0000340 179.379 9.823 EM
213.797
32 -0.10671180D+04 0.0323842 0.0000303 180.168 9.933 EM
212.899
33 -0.10670889D+04 0.0290260 0.0000272 180.921 10.036 EM
212.043
34 -0.10670629D+04 0.0260919 0.0000245 181.641 10.134 EM
211.225
35 -0.10670393D+04 0.0235181 0.0000220 182.330 10.227 EM
210.443
36 -0.10670181D+04 0.0212517 0.0000199 182.990 10.315 EM
209.695
37 -0.10669988D+04 0.0192490 0.0000180 183.622 10.399 EM
208.979
38 -0.10669814D+04 0.0174736 0.0000164 184.228 10.479 EM
208.293
39 -0.10669655D+04 0.0158947 0.0000149 184.809 10.555 EM
207.635
40 -0.10669510D+04 0.0144866 0.0000136 185.368 10.628 EM
207.004
41 -0.10669377D+04 0.0132273 0.0000124 185.904 10.698 EM
206.398
42 -0.10669257D+04 0.0120982 0.0000113 186.420 10.764 EM
205.816
43 -0.10669146D+04 0.0110834 0.0000104 186.916 10.828 EM
205.256
44 -0.10669044D+04 0.0101693 0.0000095 187.393 10.889 EM
204.718
45 -0.10668951D+04 0.0093440 0.0000088 187.853 10.948 EM
204.200
46 -0.10668865D+04 0.0085974 0.0000081 188.295 11.004 EM
203.701
47 -0.10667908D+04 0.0956835 0.0000897 202.102 12.932 FS
187.965
48 -0.10667744D+04 0.0163502 0.0000153 202.232 12.938 EM
187.830
49 -0.10667715D+04 0.0029685 0.0000028 202.267 12.938 EM
187.795
50 -0.10667706D+04 0.0008367 0.0000008 202.268 12.938 EM
187.793
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 106
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18580442D+04 0.0000000 0.0000000 57.679 72.679 EM
272.642
2 -0.15966844D+04 261.3598123 0.1406639 53.563 76.647 FS
272.791
3 -0.15028829D+04 93.8014771 0.0587477 13.817 113.239 FS
275.944
4 -0.10968825D+04 406.0003444 0.2701477 15.259 119.186 EM
268.554
5 -0.10822064D+04 14.6761575 0.0133799 1.611 153.547 FS
247.842
6 -0.10745071D+04 7.6993075 0.0071145 1.857 159.486 EM
241.657
7 -0.10732213D+04 1.2857802 0.0011966 2.494 161.945 EM
238.561
8 -0.10712469D+04 1.9743914 0.0018397 3.546 163.222 EM
236.232
9 -0.10696755D+04 1.5714441 0.0014669 4.384 164.436 EM
234.180
10 -0.10689996D+04 0.6758953 0.0006319 4.921 165.859 EM
232.220
11 -0.10686475D+04 0.3520269 0.0003293 5.322 167.359 EM
230.319
12 -0.10683931D+04 0.2543944 0.0002381 5.670 168.832 EM
228.498
13 -0.10681873D+04 0.2058947 0.0001927 5.989 170.238 EM
226.774
14 -0.10680156D+04 0.1716111 0.0001607 6.284 171.568 EM
225.147
15 -0.10678707D+04 0.1449900 0.0001358 6.560 172.826 EM
223.615
16 -0.10677470D+04 0.1236629 0.0001158 6.817 174.013 EM
222.170
17 -0.10676407D+04 0.1062601 0.0000995 7.058 175.137 EM
220.806
18 -0.10675489D+04 0.0918706 0.0000861 7.283 176.200 EM
219.517
19 -0.10674690D+04 0.0798528 0.0000748 7.495 177.208 EM
218.297
20 -0.10673993D+04 0.0697360 0.0000653 7.694 178.164 EM
217.142
21 -0.10673381D+04 0.0611637 0.0000573 7.882 179.072 EM
216.046
22 -0.10672842D+04 0.0538591 0.0000505 8.059 179.935 EM
215.006
23 -0.10672366D+04 0.0476033 0.0000446 8.227 180.757 EM
214.017
24 -0.10671944D+04 0.0422210 0.0000396 8.385 181.539 EM
213.076
25 -0.10671569D+04 0.0375703 0.0000352 8.535 182.286 EM
212.179
26 -0.10671233D+04 0.0335353 0.0000314 8.677 182.998 EM
211.325
27 -0.10670933D+04 0.0300210 0.0000281 8.813 183.678 EM
210.509
28 -0.10670663D+04 0.0269491 0.0000253 8.941 184.328 EM
209.730
29 -0.10670421D+04 0.0242544 0.0000227 9.063 184.951 EM
208.986
30 -0.10670202D+04 0.0218827 0.0000205 9.180 185.546 EM
208.274
31 -0.10670004D+04 0.0197887 0.0000185 9.291 186.117 EM
207.592
32 -0.10669825D+04 0.0179344 0.0000168 9.397 186.664 EM
206.939
33 -0.10669662D+04 0.0162874 0.0000153 9.498 187.189 EM
206.312
34 -0.10669514D+04 0.0148207 0.0000139 9.595 187.693 EM
205.711
35 -0.10669379D+04 0.0135111 0.0000127 9.688 188.177 EM
205.135
36 -0.10669255D+04 0.0123388 0.0000116 9.777 188.643 EM
204.581
37 -0.10669142D+04 0.0112870 0.0000106 9.862 189.090 EM
204.048
38 -0.10669039D+04 0.0103412 0.0000097 9.944 189.520 EM
203.537
39 -0.10668944D+04 0.0094888 0.0000089 10.022 189.934 EM
203.044
40 -0.10668857D+04 0.0087190 0.0000082 10.097 190.332 EM
202.570
41 -0.10668777D+04 0.0080225 0.0000075 10.170 190.716 EM
202.114
42 -0.10668703D+04 0.0073911 0.0000069 10.240 191.086 EM
201.674
43 -0.10668635D+04 0.0068177 0.0000064 10.307 191.443 EM
201.250
44 -0.10668572D+04 0.0062961 0.0000059 10.371 191.787 EM
200.842
45 -0.10668513D+04 0.0058209 0.0000055 10.434 192.118 EM
200.448
46 -0.10668460D+04 0.0053872 0.0000050 10.494 192.438 EM
200.068
47 -0.10668410D+04 0.0049908 0.0000047 10.552 192.747 EM
199.701
48 -0.10668363D+04 0.0046281 0.0000043 10.608 193.045 EM
199.347
49 -0.10667918D+04 0.0445191 0.0000417 12.999 202.423 FS
187.578
50 -0.10667742D+04 0.0176463 0.0000165 12.993 202.506 EM
187.502
51 -0.10667703D+04 0.0039015 0.0000037 12.986 202.522 EM
187.492
52 -0.10667692D+04 0.0011123 0.0000010 12.982 202.516 EM
187.502
53 -0.10667687D+04 0.0004134 0.0000004 12.981 202.502 EM
187.517
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 156
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13813233D+04 0.0000000 0.0000000 346.406 16.218 EM
40.376
2 -0.12392179D+04 142.1053449 0.1028762 306.626 23.311 EM
73.063
3 -0.11905654D+04 48.6524970 0.0392606 260.103 30.377 EM
112.520
4 -0.11488969D+04 41.6685412 0.0349990 220.378 35.948 EM
146.674
5 -0.11246007D+04 24.2961932 0.0211474 191.850 40.078 EM
171.072
6 -0.11086418D+04 15.9588486 0.0141907 173.599 42.581 EM
186.820
7 -0.10970273D+04 11.6145325 0.0104764 162.692 43.644 EM
196.664
8 -0.10887724D+04 8.2548826 0.0075248 156.377 43.686 EM
202.937
9 -0.10827156D+04 6.0568457 0.0055630 152.968 43.026 EM
207.006
10 -0.10782463D+04 4.4693218 0.0041279 151.392 41.934 EM
209.673
11 -0.10750033D+04 3.2429050 0.0030076 151.016 40.614 EM
211.370
12 -0.10726926D+04 2.3107099 0.0021495 151.436 39.207 EM
212.356
13 -0.10710701D+04 1.6225629 0.0015126 152.376 37.812 EM
212.812
14 -0.10699431D+04 1.1269320 0.0010522 153.634 36.495 EM
212.871
15 -0.10691675D+04 0.7756901 0.0007250 155.068 35.298 EM
212.634
16 -0.10686367D+04 0.5307265 0.0004964 156.578 34.242 EM
212.180
17 -0.10682734D+04 0.3633557 0.0003400 158.098 33.333 EM
211.569
18 -0.10680215D+04 0.2518328 0.0002357 159.589 32.563 EM
210.848
19 -0.10678423D+04 0.1792649 0.0001678 161.029 31.916 EM
210.055
20 -0.10677098D+04 0.1324768 0.0001241 162.409 31.374 EM
209.218
21 -0.10676079D+04 0.1019231 0.0000955 163.723 30.918 EM
208.359
22 -0.10675266D+04 0.0813014 0.0000762 164.973 30.532 EM
207.496
23 -0.10674599D+04 0.0667158 0.0000625 166.160 30.201 EM
206.639
24 -0.10674041D+04 0.0557965 0.0000523 167.287 29.915 EM
205.798
25 -0.10673570D+04 0.0470229 0.0000441 168.357 29.665 EM
204.978
26 -0.10673178D+04 0.0392809 0.0000368 169.373 29.444 EM
204.183
27 -0.10672859D+04 0.0318923 0.0000299 170.336 29.250 EM
203.415
28 -0.10672595D+04 0.0263867 0.0000247 171.249 29.077 EM
202.674
29 -0.10672331D+04 0.0263751 0.0000247 172.123 28.917 EM
201.960
30 -0.10672062D+04 0.0268647 0.0000252 172.963 28.765 EM
201.272
31 -0.10671813D+04 0.0249114 0.0000233 173.771 28.617 EM
200.612
32 -0.10671587D+04 0.0226224 0.0000212 174.546 28.474 EM
199.980
33 -0.10671381D+04 0.0205607 0.0000193 175.289 28.336 EM
199.375
34 -0.10671194D+04 0.0187389 0.0000176 176.003 28.201 EM
198.796
35 -0.10671023D+04 0.0171230 0.0000160 176.688 28.070 EM
198.242
36 -0.10670866D+04 0.0156831 0.0000147 177.346 27.941 EM
197.712
37 -0.10670722D+04 0.0143953 0.0000135 177.979 27.816 EM
197.205
38 -0.10670590D+04 0.0132397 0.0000124 178.587 27.693 EM
196.719
39 -0.10670468D+04 0.0121998 0.0000114 179.173 27.573 EM
196.254
40 -0.10670355D+04 0.0112618 0.0000106 179.737 27.455 EM
195.809
41 -0.10670251D+04 0.0104136 0.0000098 180.280 27.338 EM
195.382
42 -0.10670154D+04 0.0096451 0.0000090 180.803 27.224 EM
194.973
43 -0.10670065D+04 0.0089474 0.0000084 181.308 27.111 EM
194.580
44 -0.10669982D+04 0.0083128 0.0000078 181.796 27.000 EM
194.204
45 -0.10669905D+04 0.0077270 0.0000072 182.266 26.890 EM
193.844
46 -0.10669832D+04 0.0072151 0.0000068 182.721 26.782 EM
193.498
47 -0.10669765D+04 0.0067255 0.0000063 183.160 26.675 EM
193.166
48 -0.10669702D+04 0.0062829 0.0000059 183.584 26.569 EM
192.847
49 -0.10669644D+04 0.0058780 0.0000055 183.995 26.464 EM
192.541
50 -0.10669588D+04 0.0055064 0.0000052 184.392 26.360 EM
192.248
51 -0.10669537D+04 0.0051649 0.0000048 184.776 26.258 EM
191.966
52 -0.10669488D+04 0.0048506 0.0000045 185.148 26.156 EM
191.696
53 -0.10669443D+04 0.0045610 0.0000043 185.508 26.056 EM
191.436
54 -0.10669400D+04 0.0042939 0.0000040 185.857 25.956 EM
191.187
55 -0.10669359D+04 0.0040472 0.0000038 186.195 25.857 EM
190.947
56 -0.10669321D+04 0.0038191 0.0000036 186.523 25.760 EM
190.717
57 -0.10669285D+04 0.0036080 0.0000034 186.841 25.663 EM
190.496
58 -0.10669251D+04 0.0034124 0.0000032 187.149 25.567 EM
190.284
59 -0.10669219D+04 0.0032310 0.0000030 187.449 25.471 EM
190.080
60 -0.10669188D+04 0.0030627 0.0000029 187.739 25.377 EM
189.884
61 -0.10669159D+04 0.0029063 0.0000027 188.021 25.283 EM
189.696
62 -0.10669131D+04 0.0027609 0.0000026 188.294 25.190 EM
189.516
63 -0.10669105D+04 0.0026255 0.0000025 188.560 25.098 EM
189.342
64 -0.10669080D+04 0.0024994 0.0000023 188.818 25.007 EM
189.175
65 -0.10669056D+04 0.0023818 0.0000022 189.068 24.916 EM
189.015
66 -0.10669034D+04 0.0022721 0.0000021 189.312 24.826 EM
188.862
67 -0.10669012D+04 0.0021697 0.0000020 189.549 24.737 EM
188.714
68 -0.10668991D+04 0.0020740 0.0000019 189.779 24.648 EM
188.573
69 -0.10668971D+04 0.0019844 0.0000019 190.003 24.560 EM
188.437
70 -0.10668952D+04 0.0019006 0.0000018 190.221 24.473 EM
188.306
71 -0.10668934D+04 0.0018221 0.0000017 190.433 24.387 EM
188.181
72 -0.10668380D+04 0.0554384 0.0000520 192.780 16.503 QN
193.717
73 -0.10668258D+04 0.0121245 0.0000114 193.199 16.435 EM
193.365
74 -0.10668220D+04 0.0038548 0.0000036 193.470 16.383 EM
193.146
75 -0.10668195D+04 0.0024750 0.0000023 193.682 16.340 EM
192.978
76 -0.10668173D+04 0.0021879 0.0000021 193.867 16.302 EM
192.831
77 -0.10668152D+04 0.0021629 0.0000020 194.040 16.266 EM
192.694
78 -0.10668129D+04 0.0022619 0.0000021 194.205 16.232 EM
192.563
79 -0.10668104D+04 0.0024706 0.0000023 194.364 16.198 EM
192.438
80 -0.10668076D+04 0.0027968 0.0000026 194.519 16.165 EM
192.316
81 -0.10668044D+04 0.0032229 0.0000030 194.670 16.131 EM
192.199
82 -0.10668008D+04 0.0036201 0.0000034 194.819 16.097 EM
192.085
83 -0.10667971D+04 0.0036483 0.0000034 194.965 16.061 EM
191.974
84 -0.10667942D+04 0.0029651 0.0000028 195.107 16.027 EM
191.866
85 -0.10667923D+04 0.0018842 0.0000018 195.245 15.994 EM
191.762
86 -0.10667703D+04 0.0220153 0.0000206 202.476 12.948 QN
187.576
87 -0.10667700D+04 0.0002719 0.0000003 202.496 12.928 EM
187.576
SAMPLE STATISTICS FOR ESTIMATED FACTOR SCORES
SAMPLE STATISTICS
Means
I S Q C_I C_S
________ ________ ________ ________ ________
1 -0.102 -0.720 -4.848 0.202 -0.294
Means
C_Q
________
1 -2.603
Covariances
I S Q C_I C_S
________ ________ ________ ________ ________
I 0.605
S 0.859 11.403
Q 0.311 18.758 35.406
C_I 0.509 1.000 0.875 0.477
C_S 0.712 11.827 19.086 1.215 16.173
C_Q -0.406 20.035 39.169 0.882 26.217
Covariances
C_Q
________
C_Q 52.788
Correlations
I S Q C_I C_S
________ ________ ________ ________ ________
I 1.000
S 0.327 1.000
Q 0.067 0.934 1.000
C_I 0.948 0.429 0.213 1.000
C_S 0.228 0.871 0.798 0.438 1.000
C_Q -0.072 0.817 0.906 0.176 0.897
Correlations
C_Q
________
C_Q 1.000
PLOT INFORMATION
The following plots are available:
Histograms (sample values, estimated factor scores)
Scatterplots (sample values, estimated factor scores)
Sample proportions
Estimated probabilities
Item characteristic curves
Information curves
Beginning Time: 22:59:02
Ending Time: 23:00:10
Elapsed Time: 00:01:08
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