Mplus VERSION 5.21
MUTHEN & MUTHEN
06/09/2009 1:28 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
SUMMARY OF CATEGORICAL DATA PROPORTIONS
U11
Category 1 0.983
Category 2 0.012
Category 3 0.005
U12
Category 1 0.970
Category 2 0.025
Category 3 0.005
U13
Category 1 0.948
Category 2 0.045
Category 3 0.007
U14
Category 1 0.923
Category 2 0.062
Category 3 0.015
U15
Category 1 0.923
Category 2 0.055
Category 3 0.022
U16
Category 1 0.928
Category 2 0.045
Category 3 0.027
U17
Category 1 0.896
Category 2 0.069
Category 3 0.035
U18
Category 1 0.891
Category 2 0.084
Category 3 0.025
U19
Category 1 0.906
Category 2 0.072
Category 3 0.022
U20
Category 1 0.921
Category 2 0.057
Category 3 0.022
U21
Category 1 0.948
Category 2 0.042
Category 3 0.010
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+04 105.2140751 0.0887144 41.364 143.028 EM
218.608
3 -0.10742292D+04 6.5430614 0.0060541 34.620 169.096 FS
199.284
4 -0.10722829D+04 1.9462386 0.0018118 21.162 173.946 FS
207.892
5 -0.10719145D+04 0.3684519 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 -0.14144209D+04 177.8117795 0.1116745 331.400 25.001 EM
46.600
3 -0.12006403D+04 213.7806880 0.1511436 267.839 1.988 FS
133.172
4 -0.11894995D+04 11.1407192 0.0092790 267.934 0.000 FS
135.066
5 -0.11645077D+04 24.9918122 0.0210104 176.448 0.000 FS
226.552
6 -0.11150451D+04 49.4626696 0.0424752 189.458 0.000 FS
213.542
7 -0.10877530D+04 27.2920295 0.0244762 184.612 0.000 FS
218.388
8 -0.10760441D+04 11.7089075 0.0107643 184.486 0.000 FS
218.514
9 -0.10729873D+04 3.0568531 0.0028408 193.853 0.000 FS
209.147
10 -0.10723173D+04 0.6699468 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 -0.22521498D+04 0.0000000 0.0000000 72.357 65.286 EM
265.357
2 -0.21809147D+04 71.2351084 0.0316298 124.676 0.012 FS
278.313
3 -0.21501569D+04 30.7577352 0.0141031 127.870 0.000 FS
275.130
4 -0.10849659D+04 1065.1910542 0.4954015 140.565 0.000 EM
262.435
5 -0.10761660D+04 8.7998571 0.0081107 165.114 0.000 FS
237.886
6 -0.10726326D+04 3.5334394 0.0032834 194.197 0.000 FS
208.803
7 -0.10722302D+04 0.4023969 0.0003751 207.960 0.000 FS
195.040
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14263391D+04 0.0000000 0.0000000 42.947 292.305 EM
67.748
2 -0.12323806D+04 193.9584710 0.1359834 18.720 235.256 FS
149.025
3 -0.11559009D+04 76.4796868 0.0620585 38.939 205.778 FS
158.283
4 -0.11274150D+04 28.4859047 0.0246439 21.570 153.919 FS
227.511
5 -0.11073728D+04 20.0422725 0.0177772 25.685 149.831 FS
227.484
6 -0.10957856D+04 11.5871831 0.0104637 34.122 143.725 FS
225.152
7 -0.10870439D+04 8.7416784 0.0079775 60.038 121.250 FS
221.711
8 -0.10815746D+04 5.4693382 0.0050314 59.364 126.379 FS
217.257
9 -0.10770710D+04 4.5035163 0.0041639 65.869 112.400 FS
224.731
10 -0.10744059D+04 2.6651252 0.0024744 67.289 125.280 FS
210.431
11 -0.10725954D+04 1.8105560 0.0016852 77.452 102.827 FS
222.722
12 -0.10711311D+04 1.4643048 0.0013652 83.283 111.711 FS
208.006
13 -0.10709024D+04 0.2286343 0.0002135 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+04 492.4185387 0.3092771 1.401 282.930 EM
118.669
3 -0.10844827D+04 15.2586786 0.0138748 1.308 291.143 EM
110.549
4 -0.10791374D+04 5.3452986 0.0049289 1.260 295.098 EM
106.643
5 -0.10766569D+04 2.4804590 0.0022986 1.234 297.110 EM
104.656
6 -0.10753353D+04 1.3216190 0.0012275 1.221 298.141 EM
103.638
7 -0.10745785D+04 0.7568679 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 -0.15075440D+04 0.0000000 0.0000000 374.513 11.761 EM
16.726
2 -0.11758009D+04 331.7431889 0.2200554 352.342 17.677 EM
32.980
3 -0.11218653D+04 53.9355420 0.0458713 332.039 21.381 EM
49.580
4 -0.10963868D+04 25.4784960 0.0227108 315.473 23.841 EM
63.686
5 -0.10850467D+04 11.3401271 0.0103432 303.558 24.832 EM
74.610
6 -0.10808879D+04 4.1587685 0.0038328 295.595 24.515 EM
82.889
7 -0.10803750D+04 0.5129656 0.0004746 291.155 22.539 EM
89.306
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+04 192.9235732 0.1126644 0.018 124.991 FS
277.992
3 -0.10985987D+04 420.8515816 0.2769762 0.005 140.057 EM
262.938
4 -0.10878161D+04 10.7826202 0.0098149 0.002 144.120 EM
258.878
5 -0.10826578D+04 5.1582879 0.0047419 0.001 147.228 EM
255.771
6 -0.10795302D+04 3.1276043 0.0028888 0.001 150.324 EM
252.676
7 -0.10775955D+04 1.9346715 0.0017921 0.000 153.390 EM
249.610
8 -0.10763480D+04 1.2475393 0.0011577 0.000 156.348 EM
246.652
9 -0.10755002D+04 0.8477892 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 -0.15793472D+04 0.0000000 0.0000000 94.958 36.142 EM
271.901
2 -0.10911053D+04 488.2419119 0.3091416 107.189 46.770 EM
249.041
3 -0.10786290D+04 12.4763235 0.0114346 108.411 51.824 EM
242.765
4 -0.10759116D+04 2.7173469 0.0025193 108.388 55.360 EM
239.252
5 -0.10745090D+04 1.4026186 0.0013037 108.454 57.974 EM
236.572
6 -0.10737034D+04 0.8056122 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 -0.11848940D+04 0.0000000 0.0000000 9.020 382.372 EM
11.609
2 -0.11229002D+04 61.9938688 0.0523202 9.970 377.058 EM
15.971
3 -0.11030679D+04 19.8322120 0.0176616 10.907 371.750 EM
20.343
4 -0.10945397D+04 8.5282090 0.0077314 11.818 366.704 EM
24.478
5 -0.10891126D+04 5.4271036 0.0049583 12.667 362.067 EM
28.266
6 -0.10852924D+04 3.8202486 0.0035077 13.429 357.899 EM
31.672
7 -0.10824994D+04 2.7929937 0.0025735 14.094 354.203 EM
34.703
8 -0.10804098D+04 2.0895668 0.0019303 14.661 350.952 EM
37.387
9 -0.10788282D+04 1.5815925 0.0014639 15.138 348.101 EM
39.760
10 -0.10776268D+04 1.2014579 0.0011137 15.534 345.604 EM
41.862
11 -0.10767150D+04 0.9117654 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 17.2320212 0.0112688 124.791 0.054 FS
278.155
3 -0.13432877D+04 168.6630544 0.1115533 125.263 0.093 EM
277.644
4 -0.12795342D+04 63.7535341 0.0474608 125.626 0.028 EM
277.346
5 -0.12167411D+04 62.7930681 0.0490749 126.525 0.008 EM
276.467
6 -0.11642736D+04 52.4675169 0.0431213 128.184 0.003 EM
274.814
7 -0.11273394D+04 36.9342324 0.0317230 130.773 0.001 EM
272.226
8 -0.11046923D+04 22.6470915 0.0200890 134.179 0.001 EM
268.820
9 -0.10919221D+04 12.7701877 0.0115600 138.074 0.001 EM
264.925
10 -0.10848944D+04 7.0276350 0.0064360 142.117 0.003 EM
260.880
11 -0.10809212D+04 3.9732202 0.0036623 146.063 0.011 EM
256.926
12 -0.10785157D+04 2.4054983 0.0022254 149.756 0.055 EM
253.189
13 -0.10767918D+04 1.7239577 0.0015985 152.992 0.276 EM
249.732
14 -0.10750440D+04 1.7478078 0.0016232 155.580 0.786 EM
246.634
15 -0.10737417D+04 1.3023045 0.0012114 157.907 1.102 EM
243.991
16 -0.10730550D+04 0.6867039 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 6.4716760 0.0044850 0.000 170.219 FS
232.781
3 -0.11707644D+04 265.7197606 0.1849793 0.000 154.041 EM
248.959
4 -0.11462906D+04 24.4737822 0.0209041 0.000 147.575 EM
255.425
5 -0.11262581D+04 20.0324993 0.0174759 0.000 144.839 EM
258.161
6 -0.11099886D+04 16.2694685 0.0144456 0.000 144.097 EM
258.903
7 -0.10976498D+04 12.3388478 0.0111162 0.000 144.738 EM
258.262
8 -0.10890289D+04 8.6208500 0.0078539 0.000 146.366 EM
256.634
9 -0.10834280D+04 5.6009297 0.0051430 0.000 148.637 EM
254.363
10 -0.10799467D+04 3.4812972 0.0032132 0.000 151.262 EM
251.738
11 -0.10777990D+04 2.1476731 0.0019887 0.000 154.025 EM
248.975
12 -0.10764395D+04 1.3595200 0.0012614 0.000 156.784 EM
246.216
13 -0.10755379D+04 0.9016094 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+04 218.3161934 0.1278463 0.012 129.590 FS
273.398
3 -0.13512938D+04 138.0358842 0.0926832 0.000 124.750 EM
278.249
4 -0.13386900D+04 12.6038417 0.0093272 0.000 124.782 FS
278.218
5 -0.11785209D+04 160.1690488 0.1196461 0.000 126.251 EM
276.749
6 -0.11260536D+04 52.4673503 0.0445197 0.000 129.352 EM
273.648
7 -0.11013397D+04 24.7138507 0.0219473 0.000 133.475 EM
269.525
8 -0.10894917D+04 11.8480354 0.0107578 0.000 137.970 EM
265.030
9 -0.10834484D+04 6.0433380 0.0055469 0.000 142.408 EM
260.592
10 -0.10800894D+04 3.3590073 0.0031003 0.000 146.585 EM
256.415
11 -0.10780534D+04 2.0360047 0.0018850 0.000 150.434 EM
252.566
12 -0.10767240D+04 1.3293851 0.0012331 0.000 153.951 EM
249.049
13 -0.10758032D+04 0.9207376 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+04 220.4402661 0.1059298 9.765 260.942 FS
132.292
3 -0.15346974D+04 325.8663622 0.1751439 4.191 218.538 FS
180.271
4 -0.12824055D+04 252.2919364 0.1643920 3.723 223.533 FS
175.745
5 -0.12216168D+04 60.7887091 0.0474021 0.001 273.807 FS
129.192
6 -0.12027831D+04 18.8336643 0.0154170 0.000 303.617 FS
99.383
7 -0.11515812D+04 51.2019254 0.0425695 0.000 294.082 FS
108.918
8 -0.11200249D+04 31.5562883 0.0274026 0.000 221.287 FS
181.713
9 -0.10965129D+04 23.5120427 0.0209924 0.000 215.828 FS
187.172
10 -0.10832445D+04 13.2684237 0.0121006 0.000 207.335 FS
195.665
11 -0.10763124D+04 6.9320935 0.0063994 0.000 206.599 FS
196.401
12 -0.10733365D+04 2.9758492 0.0027649 0.000 209.304 FS
193.696
13 -0.10724086D+04 0.9279144 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+04 290.4789678 0.1949544 38.288 93.355 EM
271.358
3 -0.11426848D+04 56.8204927 0.0473699 23.288 110.094 EM
269.618
4 -0.11115608D+04 31.1240722 0.0272377 14.959 121.015 EM
267.026
5 -0.10939689D+04 17.5918929 0.0158263 10.666 128.547 EM
263.787
6 -0.10845842D+04 9.3846658 0.0085785 8.496 134.296 EM
260.208
7 -0.10796989D+04 4.8853105 0.0045043 7.404 139.005 EM
256.591
8 -0.10770904D+04 2.6085201 0.0024160 6.846 143.024 EM
253.130
9 -0.10755997D+04 1.4906842 0.0013840 6.540 146.551 EM
249.909
10 -0.10746682D+04 0.9314959 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 97.0627726 0.0685853 6.926 136.832 FS
259.242
3 -0.10920882D+04 226.0622079 0.1714996 7.356 160.776 EM
234.869
4 -0.10802881D+04 11.8001465 0.0108051 6.893 167.170 EM
228.937
5 -0.10765267D+04 3.7614015 0.0034819 6.593 168.764 EM
227.643
6 -0.10743911D+04 2.1355211 0.0019837 6.505 169.292 EM
227.202
7 -0.10730741D+04 1.3170693 0.0012259 6.579 169.739 EM
226.682
8 -0.10722560D+04 0.8180352 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+04 577.0618952 0.2924683 0.015 328.300 EM
74.685
3 -0.12923800D+04 103.6332223 0.0742351 0.000 253.231 EM
149.769
4 -0.12073160D+04 85.0639490 0.0658196 0.000 195.393 EM
207.607
5 -0.11625598D+04 44.7561604 0.0370708 0.000 167.669 EM
235.331
6 -0.11366679D+04 25.8919062 0.0222715 0.000 156.462 EM
246.538
7 -0.11185475D+04 18.1203972 0.0159417 0.000 151.706 EM
251.294
8 -0.11044418D+04 14.1057036 0.0126107 0.000 149.830 EM
253.170
9 -0.10939353D+04 10.5065106 0.0095130 0.000 149.653 EM
253.347
10 -0.10866335D+04 7.3018144 0.0066748 0.000 150.619 EM
252.381
11 -0.10818738D+04 4.7597335 0.0043803 0.000 152.336 EM
250.664
12 -0.10788985D+04 2.9753226 0.0027502 0.000 154.497 EM
248.503
13 -0.10770571D+04 1.8413241 0.0017067 0.000 156.874 EM
246.126
14 -0.10758923D+04 1.1647862 0.0010815 0.000 159.313 EM
243.687
15 -0.10751219D+04 0.7704511 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+04 535.0397180 0.3259805 262.402 63.320 EM
77.278
3 -0.10822985D+04 23.9859187 0.0216815 254.304 74.637 EM
74.059
4 -0.10774718D+04 4.8267691 0.0044597 248.611 80.820 EM
73.569
5 -0.10756388D+04 1.8329236 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 -0.11548218D+04 278.3689461 0.1942302 28.006 103.829 EM
271.165
3 -0.11163505D+04 38.4713548 0.0333137 39.130 94.703 EM
269.166
4 -0.10953093D+04 21.0411971 0.0188482 50.920 86.084 EM
265.996
5 -0.10837258D+04 11.5834597 0.0105755 61.179 79.721 EM
262.100
6 -0.10779553D+04 5.7705414 0.0053247 69.234 75.474 EM
258.292
7 -0.10751397D+04 2.8155526 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 82.717 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 -0.16763635D+04 0.0000000 0.0000000 48.999 319.400 EM
34.601
2 -0.13658151D+04 310.5484735 0.1852513 57.834 317.381 FS
27.785
3 -0.12332236D+04 132.5915206 0.0970787 43.695 348.878 FS
10.427
4 -0.10749288D+04 158.2947631 0.1283585 43.836 347.843 EM
11.321
5 -0.10730229D+04 1.9059168 0.0017731 42.904 348.074 EM
12.022
6 -0.10724222D+04 0.6007099 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 -0.19701587D+04 0.0000000 0.0000000 131.615 6.545 EM
264.840
2 -0.14838605D+04 486.2981241 0.2468320 131.894 0.000 FS
271.106
3 -0.12136049D+04 270.2556253 0.1821301 133.079 0.000 FS
269.921
4 -0.10948099D+04 118.7950569 0.0978861 136.563 0.000 FS
266.437
5 -0.10808176D+04 13.9922747 0.0127806 155.011 0.000 FS
247.989
6 -0.10735358D+04 7.2818265 0.0067373 184.877 0.000 FS
218.123
7 -0.10723173D+04 1.2184335 0.0011350 204.722 0.000 FS
198.278
8 -0.10722080D+04 0.1093662 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 1.1355536 0.0010131 0.000 234.375 FS
168.625
3 -0.10856942D+04 33.9854082 0.0303528 0.000 232.522 EM
170.478
4 -0.10778367D+04 7.8575215 0.0072373 0.000 229.687 EM
173.313
5 -0.10756797D+04 2.1570165 0.0020012 0.000 226.939 EM
176.061
6 -0.10743903D+04 1.2893434 0.0011986 0.000 224.589 EM
178.411
7 -0.10735512D+04 0.8391118 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 -0.11066088D+04 132.6740706 0.1070571 0.531 281.952 EM
120.517
3 -0.10925257D+04 14.0831214 0.0127264 0.298 264.106 EM
138.596
4 -0.10850667D+04 7.4590360 0.0068273 0.213 251.848 EM
150.938
5 -0.10805723D+04 4.4943725 0.0041420 0.198 243.472 EM
159.329
6 -0.10776120D+04 2.9602702 0.0027395 0.243 237.607 EM
165.150
7 -0.10755565D+04 2.0555318 0.0019075 0.368 233.324 EM
169.308
8 -0.10740834D+04 1.4730768 0.0013696 0.559 230.067 EM
172.374
9 -0.10730662D+04 1.0172451 0.0009471 0.733 227.575 EM
174.693
10 -0.10724465D+04 0.6196462 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 -0.14282968D+04 0.0000000 0.0000000 168.758 10.869 EM
223.373
2 -0.13660037D+04 62.2930808 0.0436135 174.244 0.172 FS
228.584
3 -0.11578740D+04 208.1297352 0.1523640 153.001 0.246 EM
249.753
4 -0.11284578D+04 29.4162453 0.0254054 146.617 0.407 EM
255.976
5 -0.11114697D+04 16.9880699 0.0150542 144.657 0.649 EM
257.694
6 -0.10987147D+04 12.7550005 0.0114758 144.537 0.964 EM
257.498
7 -0.10896854D+04 9.0293017 0.0082181 145.517 1.331 EM
256.152
8 -0.10837496D+04 5.9357667 0.0054472 147.203 1.723 EM
254.074
9 -0.10800374D+04 3.7122261 0.0034254 149.295 2.122 EM
251.583
10 -0.10777478D+04 2.2895914 0.0021199 151.565 2.520 EM
248.915
11 -0.10763047D+04 1.4431392 0.0013390 153.854 2.915 EM
246.231
12 -0.10753513D+04 0.9533293 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+04 210.2111391 0.1395903 70.764 69.494 FS
262.742
3 -0.10912926D+04 204.4108503 0.1577605 66.130 86.791 EM
250.079
4 -0.10800669D+04 11.2257282 0.0102866 61.876 97.467 EM
243.657
5 -0.10758983D+04 4.1685922 0.0038596 59.008 104.759 EM
239.233
6 -0.10739416D+04 1.9566257 0.0018186 57.122 110.027 EM
235.851
7 -0.10728836D+04 1.0580642 0.0009852 55.871 113.963 EM
233.166
8 -0.10722624D+04 0.6211397 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 -0.15179218D+04 0.0000000 0.0000000 316.620 20.334 EM
66.045
2 -0.12814691D+04 236.4527215 0.1557740 220.597 34.500 EM
147.903
3 -0.11599678D+04 121.5013220 0.0948141 161.942 42.991 EM
198.067
4 -0.11196525D+04 40.3153168 0.0347555 136.124 49.936 EM
216.940
5 -0.11013517D+04 18.3007705 0.0163450 123.231 56.962 EM
222.807
6 -0.10895576D+04 11.7941300 0.0107088 115.074 63.761 EM
224.165
7 -0.10818258D+04 7.7317897 0.0070963 109.338 69.782 EM
223.880
8 -0.10771199D+04 4.7059055 0.0043500 105.290 74.762 EM
222.948
9 -0.10744428D+04 2.6770498 0.0024854 102.513 78.719 EM
221.769
10 -0.10729760D+04 1.4668517 0.0013652 100.658 81.813 EM
220.529
11 -0.10721707D+04 0.8052378 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+04 121.5353490 0.1012932 55.046 202.738 EM
145.216
3 -0.10719773D+04 6.3239441 0.0058647 53.894 203.301 EM
145.805
4 -0.10711883D+04 0.7890222 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 -0.14149083D+04 0.0000000 0.0000000 77.990 278.016 EM
46.994
2 -0.11934024D+04 221.5058882 0.1565514 90.691 248.691 EM
63.618
3 -0.11367037D+04 56.6987410 0.0475102 103.239 219.274 EM
80.486
4 -0.11146170D+04 22.0866419 0.0194304 114.352 193.031 EM
95.617
5 -0.11016234D+04 12.9936625 0.0116575 123.664 171.154 EM
108.182
6 -0.10921053D+04 9.5180427 0.0086400 131.183 153.713 EM
118.104
7 -0.10852620D+04 6.8433884 0.0062662 137.087 140.201 EM
125.712
8 -0.10804727D+04 4.7892175 0.0044130 141.600 129.925 EM
131.474
9 -0.10771784D+04 3.2942956 0.0030489 144.945 122.204 EM
135.851
10 -0.10749394D+04 2.2390573 0.0020786 147.337 116.448 EM
139.215
11 -0.10734294D+04 1.5100099 0.0014047 148.975 112.175 EM
141.850
12 -0.10724146D+04 1.0147619 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+04 146.3626506 0.1100516 278.356 74.188 EM
50.456
3 -0.11563743D+04 27.2089282 0.0229886 239.503 95.096 EM
68.401
4 -0.11317721D+04 24.6021554 0.0212753 206.396 112.896 EM
83.708
5 -0.11139605D+04 17.8115515 0.0157378 181.345 126.457 EM
95.197
6 -0.11022299D+04 11.7306714 0.0105306 163.440 136.172 EM
103.388
7 -0.10941049D+04 8.1249295 0.0073714 150.848 142.843 EM
109.309
8 -0.10881266D+04 5.9783699 0.0054642 141.966 147.219 EM
113.816
9 -0.10836334D+04 4.4932209 0.0041293 135.651 149.912 EM
117.437
10 -0.10802720D+04 3.3613512 0.0031019 131.149 151.396 EM
120.454
11 -0.10778079D+04 2.4641470 0.0022810 127.961 152.029 EM
123.009
12 -0.10760495D+04 1.7583525 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+04 157.1515043 0.1240142 195.573 44.074 EM
163.352
3 -0.10988342D+04 11.2200090 0.0101076 180.936 47.332 EM
174.731
4 -0.10931260D+04 5.7082198 0.0051948 169.378 50.036 EM
183.586
5 -0.10867740D+04 6.3520333 0.0058109 160.555 51.694 EM
190.751
6 -0.10827437D+04 4.0303148 0.0037085 153.963 52.853 EM
196.185
7 -0.10789483D+04 3.7954020 0.0035054 149.308 53.294 EM
200.398
8 -0.10769235D+04 2.0248269 0.0018767 146.124 53.414 EM
203.462
9 -0.10750745D+04 1.8489087 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 -0.13053129D+04 78.5026941 0.0567292 0.179 132.447 FS
270.374
3 -0.11707176D+04 134.5952641 0.1031134 0.000 131.008 FS
271.992
4 -0.11220855D+04 48.6321574 0.0415405 0.000 142.788 FS
260.212
5 -0.10862279D+04 35.8575535 0.0319562 0.000 169.035 FS
233.965
6 -0.10747082D+04 11.5197246 0.0106053 0.000 199.147 FS
203.853
7 -0.10724826D+04 2.2255281 0.0020708 0.000 210.369 FS
192.631
8 -0.10722249D+04 0.2577147 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 -0.12473815D+04 311.1210634 0.1996282 113.892 11.820 EM
277.288
3 -0.11556583D+04 91.7232949 0.0735327 105.012 22.972 EM
275.016
4 -0.11111477D+04 44.5105436 0.0385153 96.729 35.333 EM
270.938
5 -0.10897999D+04 21.3477610 0.0192124 90.428 46.689 EM
265.883
6 -0.10802135D+04 9.5864678 0.0087965 86.180 56.012 EM
260.808
7 -0.10759555D+04 4.2579658 0.0039418 83.444 63.225 EM
256.331
8 -0.10739975D+04 1.9579878 0.0018198 81.701 68.653 EM
252.645
9 -0.10730496D+04 0.9479360 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 -0.13908993D+04 3.0092251 0.0021588 7.815 118.343 FS
276.842
3 -0.11693135D+04 221.5858034 0.1593112 11.003 121.296 EM
270.701
4 -0.11269695D+04 42.3440046 0.0362127 15.177 119.943 EM
267.881
5 -0.11033556D+04 23.6139665 0.0209535 19.366 119.246 EM
264.388
6 -0.10900165D+04 13.3391047 0.0120896 22.981 119.496 EM
260.523
7 -0.10826931D+04 7.3233696 0.0067186 25.855 120.541 EM
256.604
8 -0.10786394D+04 4.0537320 0.0037441 28.055 122.124 EM
252.821
9 -0.10763692D+04 2.2701585 0.0021047 29.705 124.039 EM
249.256
10 -0.10751182D+04 1.2510546 0.0011623 30.856 126.150 EM
245.994
11 -0.10740531D+04 1.0650435 0.0009906 31.740 128.148 EM
243.112
12 -0.10732309D+04 0.8222216 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 -0.17190214D+04 0.0000000 0.0000000 132.901 4.271 EM
265.828
2 -0.13429202D+04 376.1012456 0.2187880 139.295 0.000 FS
263.705
3 -0.11735479D+04 169.3722794 0.1261224 134.214 0.000 FS
268.786
4 -0.11455768D+04 27.9711258 0.0238347 140.731 0.000 FS
262.269
5 -0.10934367D+04 52.1400725 0.0455143 161.294 0.000 FS
241.706
6 -0.10753759D+04 18.0608452 0.0165175 186.848 0.000 FS
216.152
7 -0.10724329D+04 2.9429560 0.0027367 202.446 0.000 FS
200.554
8 -0.10722167D+04 0.2162172 0.0002016 209.021 0.000 FS
193.979
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 -0.32543393D+04 401.8805253 0.1099169 0.000 123.476 FS
279.524
3 -0.28587382D+04 395.6011593 0.1215611 0.000 123.579 FS
279.421
4 -0.24755002D+04 383.2379337 0.1340584 0.004 123.597 FS
279.398
5 -0.21255094D+04 349.9908409 0.1413819 0.065 123.540 FS
279.394
6 -0.18610479D+04 264.4614532 0.1244226 0.157 123.450 FS
279.393
7 -0.17649212D+04 96.1267809 0.0516520 3.161 120.449 FS
279.389
8 -0.12209554D+04 543.9657326 0.3082096 1.254 125.460 EM
276.287
9 -0.11881305D+04 32.8249084 0.0268846 0.000 128.695 FS
274.305
10 -0.11224939D+04 65.6366707 0.0552437 0.000 133.904 FS
269.096
11 -0.10869596D+04 35.5342740 0.0316565 0.000 151.239 FS
251.761
12 -0.10747809D+04 12.1786270 0.0112043 0.000 176.963 FS
226.037
13 -0.10724150D+04 2.3659951 0.0022014 0.000 201.852 FS
201.148
14 -0.10722146D+04 0.2003167 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 76.9630264 0.0639136 4.034 158.698 EM
240.268
3 -0.10989570D+04 28.2527835 0.0250644 4.948 151.846 EM
246.205
4 -0.10881192D+04 10.8377735 0.0098619 6.376 149.127 EM
247.498
5 -0.10810396D+04 7.0795891 0.0065063 8.218 147.765 EM
247.017
6 -0.10758695D+04 5.1701195 0.0047825 10.023 147.264 EM
245.713
7 -0.10726138D+04 3.2557158 0.0030261 11.333 147.683 EM
243.984
8 -0.10708424D+04 1.7714113 0.0016515 12.098 148.869 EM
242.034
9 -0.10698728D+04 0.9695840 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 -0.11729749D+04 0.0000000 0.0000000 60.666 315.262 EM
27.072
2 -0.11095425D+04 63.4324078 0.0540782 45.068 323.025 EM
34.907
3 -0.10900523D+04 19.4902324 0.0175660 36.362 325.511 EM
41.127
4 -0.10831306D+04 6.9216566 0.0063498 31.289 325.753 EM
45.957
5 -0.10795067D+04 3.6238949 0.0033458 28.262 325.003 EM
49.735
6 -0.10772560D+04 2.2507904 0.0020850 26.456 323.794 EM
52.750
7 -0.10757289D+04 1.5270234 0.0014175 25.430 322.355 EM
55.216
8 -0.10746331D+04 1.0957988 0.0010187 24.930 320.788 EM
57.283
9 -0.10738139D+04 0.8192806 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 -0.14151893D+04 0.0000000 0.0000000 7.287 349.480 EM
46.233
2 -0.13470609D+04 68.1284718 0.0481409 0.096 371.258 FS
31.646
3 -0.12599887D+04 87.0721322 0.0646386 0.000 156.174 FS
246.826
4 -0.11068766D+04 153.1121656 0.1215187 0.000 155.726 EM
247.274
5 -0.10911931D+04 15.6834608 0.0141691 0.000 155.007 EM
247.993
6 -0.10846052D+04 6.5879455 0.0060374 0.000 155.336 EM
247.664
7 -0.10804955D+04 4.1096064 0.0037890 0.000 156.494 EM
246.506
8 -0.10779302D+04 2.5653027 0.0023742 0.000 158.176 EM
244.824
9 -0.10763477D+04 1.5825500 0.0014681 0.000 160.148 EM
242.852
10 -0.10753537D+04 0.9939655 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+04 371.1164179 0.2480576 0.576 371.679 EM
30.745
3 -0.11099624D+04 15.0105655 0.0133430 0.000 402.725 FS
0.275
4 -0.11030031D+04 6.9593730 0.0062699 0.000 402.664 EM
0.336
5 -0.10975825D+04 5.4205793 0.0049144 0.000 402.600 EM
0.400
6 -0.10931541D+04 4.4284229 0.0040347 0.000 402.535 EM
0.465
7 -0.10895226D+04 3.6314372 0.0033220 0.000 402.470 EM
0.530
8 -0.10865471D+04 2.9754956 0.0027310 0.000 402.407 EM
0.593
9 -0.10841181D+04 2.4289865 0.0022355 0.000 402.345 EM
0.655
10 -0.10821467D+04 1.9714891 0.0018185 0.000 402.286 EM
0.714
11 -0.10805578D+04 1.5888634 0.0014683 0.000 402.230 EM
0.770
12 -0.10792873D+04 1.2704439 0.0011757 0.000 402.178 EM
0.822
13 -0.10782799D+04 1.0074767 0.0009335 0.000 402.128 EM
0.872
14 -0.10774876D+04 0.7923093 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+04 156.1635653 0.1050720 5.973 129.026 FS
268.001
3 -0.12334673D+04 96.6215354 0.0726429 2.210 157.396 FS
243.394
4 -0.11104256D+04 123.0417053 0.0997527 0.000 197.057 FS
205.943
5 -0.10807142D+04 29.7113863 0.0267568 0.000 197.521 EM
205.479
6 -0.10750251D+04 5.6891004 0.0052642 0.000 196.457 EM
206.543
7 -0.10738797D+04 1.1454030 0.0010655 0.000 195.574 EM
207.426
8 -0.10732307D+04 0.6490421 0.0006044 0.000 195.032 EM
207.968
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+04 366.1995360 0.2100298 59.826 94.316 FS
248.859
3 -0.12704947D+04 106.8657062 0.0775873 16.914 132.766 FS
253.320
4 -0.11806186D+04 89.8760852 0.0707410 24.523 113.936 EM
264.542
5 -0.11230528D+04 57.5657454 0.0487590 36.840 102.120 EM
264.040
6 -0.10975306D+04 25.5222672 0.0227258 48.973 93.017 EM
261.010
7 -0.10846339D+04 12.8966625 0.0117506 59.452 85.986 EM
257.562
8 -0.10781934D+04 6.4404605 0.0059379 67.711 81.023 EM
254.266
9 -0.10750889D+04 3.1045025 0.0028794 73.900 77.693 EM
251.407
10 -0.10735832D+04 1.5057594 0.0014006 78.422 75.517 EM
249.061
11 -0.10728313D+04 0.7518786 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 -0.12270258D+04 44.9402534 0.0353313 0.000 196.957 FS
206.043
3 -0.12031216D+04 23.9041847 0.0194814 0.000 188.299 FS
214.701
4 -0.11316626D+04 71.4590506 0.0593947 0.000 229.022 FS
173.978
5 -0.10890859D+04 42.5766255 0.0376231 0.000 236.713 FS
166.287
6 -0.10745201D+04 14.5658702 0.0133744 0.000 210.062 FS
192.938
7 -0.10722918D+04 2.2283173 0.0020738 0.000 207.677 FS
195.323
8 -0.10722028D+04 0.0889785 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 -0.16515016D+04 0.0000000 0.0000000 161.080 35.757 EM
206.164
2 -0.11405107D+04 510.9909428 0.3094099 145.146 40.343 EM
217.511
3 -0.11164886D+04 24.0220820 0.0210626 133.320 46.911 EM
222.768
4 -0.10981008D+04 18.3878186 0.0164693 122.982 54.707 EM
225.311
5 -0.10858970D+04 12.2037729 0.0111135 114.685 62.141 EM
226.175
6 -0.10789013D+04 6.9956761 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 1.7177506 0.0015975 101.546 76.065 EM
225.389
9 -0.10728008D+04 0.7887147 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 -0.21180786D+04 0.0000000 0.0000000 116.880 4.178 EM
281.942
2 -0.20067322D+04 111.3464091 0.0525695 116.612 5.235 FS
281.153
3 -0.12965394D+04 710.1927750 0.3539051 148.125 5.092 EM
249.783
4 -0.10900918D+04 206.4476927 0.1592298 155.647 7.279 EM
240.074
5 -0.10748369D+04 15.2548614 0.0139941 159.647 6.841 EM
236.512
6 -0.10736548D+04 1.1820905 0.0010998 162.986 6.348 EM
233.666
7 -0.10731910D+04 0.4637761 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 4.0611821 0.0025395 0.000 239.699 FS
163.301
3 -0.13558208D+04 239.2936802 0.1500166 0.000 224.303 FS
178.697
4 -0.12291173D+04 126.7035229 0.0934515 0.000 135.347 FS
267.653
5 -0.11485964D+04 80.5208992 0.0655112 0.000 148.829 FS
254.171
6 -0.11129282D+04 35.6681848 0.0310537 0.000 165.605 FS
237.395
7 -0.10961820D+04 16.7462090 0.0150470 0.000 172.570 FS
230.430
8 -0.10861891D+04 9.9929303 0.0091161 0.000 174.996 FS
228.004
9 -0.10795525D+04 6.6365506 0.0061099 0.000 180.199 FS
222.801
10 -0.10753381D+04 4.2144022 0.0039038 0.000 188.561 FS
214.439
11 -0.10731258D+04 2.2123612 0.0020574 0.000 199.133 FS
203.867
12 -0.10723560D+04 0.7697157 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 50.7570726 0.0427237 344.781 0.000 FS
58.219
3 -0.11035386D+04 33.7341003 0.0296623 396.775 0.000 FS
6.225
4 -0.10842543D+04 19.2843045 0.0174750 397.401 0.000 EM
5.599
5 -0.10794595D+04 4.7947632 0.0044222 397.754 0.000 EM
5.246
6 -0.10775226D+04 1.9368763 0.0017943 397.960 0.000 EM
5.040
7 -0.10765414D+04 0.9812152 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 -0.11669683D+04 315.1266409 0.2126224 115.151 16.382 EM
271.467
3 -0.11314690D+04 35.4993271 0.0304201 109.655 23.576 EM
269.769
4 -0.11070701D+04 24.3989161 0.0215639 102.824 32.704 EM
267.472
5 -0.10915486D+04 15.5215147 0.0140204 97.116 41.672 EM
264.212
6 -0.10828753D+04 8.6733236 0.0079459 93.037 49.393 EM
260.570
7 -0.10782416D+04 4.6336326 0.0042790 90.244 55.671 EM
257.085
8 -0.10757398D+04 2.5018391 0.0023203 88.345 60.659 EM
253.996
9 -0.10743370D+04 1.4028082 0.0013040 87.055 64.591 EM
251.354
10 -0.10735117D+04 0.8253219 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+04 332.0930185 0.2092451 130.153 1.945 EM
270.901
4 -0.12158593D+04 39.1482570 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 18.1179870 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 5.8158117 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 -0.11045802D+04 105.1243525 0.0869008 152.941 11.408 EM
238.651
3 -0.10830960D+04 21.4842699 0.0194502 156.553 9.300 EM
237.147
4 -0.10781308D+04 4.9651898 0.0045843 158.296 8.001 EM
236.703
5 -0.10759877D+04 2.1430679 0.0019878 159.787 7.256 EM
235.957
6 -0.10750774D+04 0.9103499 0.0008461 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 -0.13868520D+04 498.5006098 0.2644071 62.084 79.593 FS
261.323
3 -0.11683998D+04 218.4522348 0.1575166 44.025 108.578 EM
250.397
4 -0.11242373D+04 44.1624992 0.0377974 27.389 129.145 EM
246.465
5 -0.10991061D+04 25.1311636 0.0223540 17.443 141.110 EM
244.447
6 -0.10861836D+04 12.9225156 0.0117573 12.077 147.884 EM
243.039
7 -0.10796927D+04 6.4909396 0.0059759 9.211 152.160 EM
241.629
8 -0.10763936D+04 3.2990207 0.0030555 7.657 155.289 EM
240.054
9 -0.10746551D+04 1.7385060 0.0016151 6.799 157.846 EM
238.355
10 -0.10736841D+04 0.9710751 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 -0.12786610D+04 0.0000000 0.0000000 39.587 130.488 EM
232.925
2 -0.11383632D+04 140.2978494 0.1097225 35.193 127.460 EM
240.347
3 -0.11147866D+04 23.5765877 0.0207110 32.619 125.061 EM
245.320
4 -0.11012826D+04 13.5040288 0.0121136 30.971 124.063 EM
247.966
5 -0.10914262D+04 9.8563571 0.0089499 29.954 124.157 EM
248.889
6 -0.10844533D+04 6.9728935 0.0063888 29.423 125.009 EM
248.568
7 -0.10797403D+04 4.7130005 0.0043460 29.263 126.339 EM
247.398
8 -0.10766568D+04 3.0835797 0.0028559 29.362 127.940 EM
245.698
9 -0.10746755D+04 1.9812655 0.0018402 29.621 129.679 EM
243.700
10 -0.10734064D+04 1.2690795 0.0011809 29.960 131.475 EM
241.565
11 -0.10725802D+04 0.8262485 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 -0.17280090D+04 0.0000000 0.0000000 41.591 82.219 EM
279.190
2 -0.12021360D+04 525.8730154 0.3043231 7.460 118.708 EM
276.832
3 -0.11611605D+04 40.9755251 0.0340856 0.002 126.373 FS
276.625
4 -0.11066168D+04 54.5436949 0.0469734 0.002 131.489 EM
271.509
5 -0.10932308D+04 13.3860004 0.0120963 0.002 135.957 EM
267.041
6 -0.10846266D+04 8.6042070 0.0078704 0.002 140.995 EM
262.003
7 -0.10802574D+04 4.3692322 0.0040283 0.002 145.883 EM
257.115
8 -0.10779319D+04 2.3255113 0.0021527 0.002 150.272 EM
252.726
9 -0.10765390D+04 1.3928216 0.0012921 0.002 154.147 EM
248.851
10 -0.10756230D+04 0.9160216 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 9.3478315 0.0049469 0.026 241.124 FS
161.850
3 -0.16271934D+04 253.0793349 0.1345971 0.000 270.687 FS
132.313
4 -0.11038651D+04 523.3282353 0.3216140 0.000 244.687 EM
158.313
5 -0.10911504D+04 12.7147692 0.0115184 0.000 228.215 EM
174.785
6 -0.10842549D+04 6.8954338 0.0063194 0.000 218.120 EM
184.880
7 -0.10799234D+04 4.3315176 0.0039949 0.000 211.834 EM
191.166
8 -0.10770718D+04 2.8516384 0.0026406 0.000 207.806 EM
195.194
9 -0.10752069D+04 1.8649092 0.0017315 0.000 205.170 EM
197.830
10 -0.10740200D+04 1.1868376 0.0011038 0.000 203.440 EM
199.560
11 -0.10732878D+04 0.7322117 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+04 114.5948782 0.0961567 2.654 388.455 EM
11.891
3 -0.10750630D+04 2.0934876 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+04 261.3598074 0.1406639 53.563 76.647 FS
272.791
3 -0.15028829D+04 93.8014669 0.0587477 13.817 113.239 FS
275.944
4 -0.10968825D+04 406.0003600 0.2701477 15.259 119.186 EM
268.554
5 -0.10822064D+04 14.6761544 0.0133799 1.611 153.547 FS
247.842
6 -0.10745071D+04 7.6993026 0.0071144 1.857 159.486 EM
241.657
7 -0.10732213D+04 1.2857786 0.0011966 2.494 161.945 EM
238.561
8 -0.10712469D+04 1.9743894 0.0018397 3.546 163.222 EM
236.232
9 -0.10696755D+04 1.5714454 0.0014669 4.384 164.436 EM
234.180
10 -0.10689996D+04 0.6758964 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+04 353.2370093 0.2294965 1.406 350.026 EM
51.568
3 -0.11311347D+04 54.8109488 0.0462171 0.926 324.021 EM
78.053
4 -0.11036049D+04 27.5297545 0.0243382 0.746 301.863 EM
100.392
5 -0.10901199D+04 13.4849486 0.0122190 0.717 285.142 EM
117.141
6 -0.10831880D+04 6.9319648 0.0063589 0.784 273.161 EM
129.055
7 -0.10791988D+04 3.9891614 0.0036828 0.916 264.637 EM
137.447
8 -0.10766589D+04 2.5399176 0.0023535 1.081 258.474 EM
143.444
9 -0.10749943D+04 1.6645599 0.0015460 1.279 253.876 EM
147.846
10 -0.10739056D+04 1.0887515 0.0010128 1.523 250.286 EM
151.192
11 -0.10731116D+04 0.7939879 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+04 294.3446488 0.1251560 162.145 0.412 FS
240.443
3 -0.14822337D+04 575.2433699 0.2795868 123.745 1.687 EM
277.568
4 -0.14121540D+04 70.0796399 0.0472798 118.727 6.452 EM
277.821
5 -0.13362463D+04 75.9076962 0.0537531 114.071 12.410 EM
276.519
6 -0.12662916D+04 69.9547664 0.0523517 110.766 18.124 EM
274.110
7 -0.11985300D+04 67.7615387 0.0535118 106.120 24.778 EM
272.102
8 -0.11480278D+04 50.5021865 0.0421368 103.856 31.450 EM
267.694
9 -0.11147349D+04 33.2929315 0.0290001 102.227 37.765 EM
263.008
10 -0.10946327D+04 20.1022020 0.0180332 100.320 43.997 EM
258.684
11 -0.10844527D+04 10.1799725 0.0092999 99.459 48.725 EM
254.816
12 -0.10794782D+04 4.9745263 0.0045871 99.439 52.028 EM
251.533
13 -0.10768762D+04 2.6020041 0.0024104 99.820 54.361 EM
248.818
14 -0.10753799D+04 1.4963309 0.0013895 100.343 56.081 EM
246.576
15 -0.10744405D+04 0.9394178 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+04 361.1914845 0.1512999 112.549 22.453 FS
267.998
3 -0.16885048D+04 337.5584178 0.1666080 112.264 22.269 FS
268.467
4 -0.14055340D+04 282.9708119 0.1675866 91.361 40.446 FS
271.193
5 -0.11239799D+04 281.5540721 0.2003182 79.154 53.580 EM
270.266
6 -0.11003362D+04 23.6436618 0.0210357 70.530 65.509 EM
266.961
7 -0.10874370D+04 12.8992332 0.0117230 64.444 75.577 EM
262.979
8 -0.10804142D+04 7.0228173 0.0064581 60.394 83.536 EM
259.070
9 -0.10766935D+04 3.7206293 0.0034437 57.864 89.498 EM
255.638
10 -0.10747038D+04 1.9896951 0.0018480 56.398 93.806 EM
252.796
11 -0.10736430D+04 1.0608186 0.0009871 55.646 96.852 EM
250.501
12 -0.10730538D+04 0.5892622 0.0005488 55.352 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 73.9730724 0.0610330 8.570 315.053 FS
79.377
3 -0.10744819D+04 63.5625531 0.0558524 8.861 311.519 EM
82.620
4 -0.10730563D+04 1.4256640 0.0013268 9.500 308.176 EM
85.324
5 -0.10721111D+04 0.9451183 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 -0.20814417D+04 0.0000000 0.0000000 85.282 42.530 EM
275.188
2 -0.17016924D+04 379.7493634 0.1824453 88.004 40.653 FS
274.343
3 -0.13789225D+04 322.7698527 0.1896758 94.025 35.884 FS
273.091
4 -0.13403011D+04 38.6213852 0.0280084 97.964 38.586 FS
266.450
5 -0.10938528D+04 246.4483552 0.1838754 99.099 39.062 EM
264.839
6 -0.10816243D+04 12.2284620 0.0111793 101.110 40.725 EM
261.164
7 -0.10782288D+04 3.3954828 0.0031392 102.502 42.668 EM
257.830
8 -0.10765196D+04 1.7092535 0.0015852 103.264 44.548 EM
255.188
9 -0.10754177D+04 1.1018973 0.0010236 103.735 46.252 EM
253.013
10 -0.10746685D+04 0.7492117 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 -0.14173189D+04 0.0000000 0.0000000 0.240 385.611 EM
17.150
2 -0.13335772D+04 83.7416778 0.0590846 0.223 385.779 FS
16.998
3 -0.12254992D+04 108.0780727 0.0810437 0.097 366.340 EM
36.564
4 -0.11669764D+04 58.5227575 0.0477542 0.054 341.059 EM
61.888
5 -0.11312604D+04 35.7159792 0.0306056 0.044 315.177 EM
87.780
6 -0.11097691D+04 21.4913067 0.0189977 0.064 292.713 EM
110.223
7 -0.10968201D+04 12.9490526 0.0116682 0.234 274.996 EM
127.770
8 -0.10874771D+04 9.3429232 0.0085182 0.884 261.316 EM
140.801
9 -0.10808929D+04 6.5842190 0.0060546 1.060 251.556 EM
150.384
10 -0.10770335D+04 3.8594066 0.0035706 1.060 244.573 EM
157.367
11 -0.10743884D+04 2.6451191 0.0024559 1.052 239.462 EM
162.487
12 -0.10725665D+04 1.8218744 0.0016957 1.047 235.659 EM
166.294
13 -0.10713358D+04 1.2306964 0.0011474 1.044 232.790 EM
169.166
14 -0.10705240D+04 0.8118191 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 -0.13915683D+04 0.0000000 0.0000000 0.004 388.200 EM
14.796
2 -0.13909279D+04 0.6404215 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 -0.16908113D+04 0.0000000 0.0000000 182.360 208.954 EM
11.686
2 -0.15375765D+04 153.2348783 0.0906280 9.248 383.586 FS
10.167
3 -0.11932538D+04 344.3226743 0.2239386 0.000 269.566 FS
133.434
4 -0.11311609D+04 62.0928569 0.0520366 0.000 250.196 FS
152.804
5 -0.10932895D+04 37.8713839 0.0334801 0.000 217.362 FS
185.638
6 -0.10781508D+04 15.1387543 0.0138470 0.000 201.638 FS
201.362
7 -0.10733382D+04 4.8125538 0.0044637 0.000 204.117 FS
198.883
8 -0.10723244D+04 1.0138831 0.0009446 0.000 209.474 FS
193.526
9 -0.10722076D+04 0.1167283 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 -0.15472427D+04 0.0000000 0.0000000 52.947 80.644 EM
269.409
2 -0.12253554D+04 321.8873604 0.2080393 25.986 104.075 FS
272.939
3 -0.11575724D+04 67.7830304 0.0553170 0.553 127.689 FS
274.758
4 -0.10993778D+04 58.1945443 0.0502729 0.623 133.611 EM
268.766
5 -0.10863650D+04 13.0128398 0.0118365 0.615 138.787 EM
263.598
6 -0.10813034D+04 5.0615887 0.0046592 0.625 143.791 EM
258.585
7 -0.10786669D+04 2.6364983 0.0024383 0.615 148.360 EM
254.025
8 -0.10770700D+04 1.5969093 0.0014804 0.600 152.393 EM
250.007
9 -0.10759993D+04 1.0706468 0.0009940 0.601 155.950 EM
246.449
10 -0.10752711D+04 0.7282525 0.0006768 0.592 159.145 EM
243.262
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 -0.14789507D+04 190.9216118 0.1143331 8.267 218.148 FS
176.584
3 -0.13024091D+04 176.5415561 0.1193695 0.047 142.763 FS
260.190
4 -0.11185689D+04 183.8401935 0.1411539 0.043 133.848 EM
269.110
5 -0.10964507D+04 22.1182635 0.0197737 0.034 136.501 EM
266.465
6 -0.10872361D+04 9.2146043 0.0084040 0.024 140.410 EM
262.566
7 -0.10822616D+04 4.9745045 0.0045754 0.023 144.428 EM
258.549
8 -0.10793779D+04 2.8836701 0.0026645 0.020 148.285 EM
254.695
9 -0.10775866D+04 1.7912714 0.0016595 0.017 151.886 EM
251.098
10 -0.10763997D+04 1.1869786 0.0011015 0.013 155.211 EM
247.777
11 -0.10755689D+04 0.8307522 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 95.1872471 0.0775813 20.917 154.987 EM
227.096
3 -0.11079344D+04 23.8137294 0.0210415 27.087 143.484 EM
232.430
4 -0.10951960D+04 12.7383672 0.0114974 32.814 134.007 EM
236.179
5 -0.10868332D+04 8.3628645 0.0076360 37.563 127.038 EM
238.399
6 -0.10814362D+04 5.3969437 0.0049658 41.291 122.239 EM
239.470
7 -0.10780517D+04 3.3845335 0.0031297 44.161 119.078 EM
239.760
8 -0.10759736D+04 2.0780931 0.0019276 46.368 117.078 EM
239.554
9 -0.10747101D+04 1.2634910 0.0011743 48.077 115.873 EM
239.051
10 -0.10739385D+04 0.7716212 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+04 308.2147650 0.1865644 1.059 378.686 FS
23.256
3 -0.12302193D+04 113.6216342 0.0845499 0.702 379.307 FS
22.991
4 -0.12203284D+04 9.8909335 0.0080400 0.000 195.113 FS
207.887
5 -0.11225341D+04 97.7942905 0.0801377 0.000 206.082 EM
196.918
6 -0.10877073D+04 34.8268449 0.0310252 0.000 207.336 EM
195.664
7 -0.10796460D+04 8.0613162 0.0074113 0.000 205.725 EM
197.275
8 -0.10768048D+04 2.8411316 0.0026315 0.000 203.639 EM
199.361
9 -0.10750415D+04 1.7633489 0.0016376 0.000 201.856 EM
201.144
10 -0.10739224D+04 1.1191085 0.0010410 0.000 200.551 EM
202.449
11 -0.10732359D+04 0.6864862 0.0006392 0.000 199.689 EM
203.311
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+04 388.6614074 0.1576017 0.000 170.229 FS
232.771
3 -0.17264935D+04 350.9435476 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 -0.13668070D+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+04 199.0489677 0.1507507 4.516 390.226 EM
8.258
3 -0.10899415D+04 31.3946864 0.0279976 5.081 388.122 EM
9.797
4 -0.10801713D+04 9.7701875 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 1.3794638 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 -0.19237465D+04 0.0000000 0.0000000 0.014 261.616 EM
141.370
2 -0.13694779D+04 554.2686554 0.2881194 0.005 139.330 EM
263.665
3 -0.11935896D+04 175.8882806 0.1284346 0.005 129.291 EM
273.705
4 -0.11537637D+04 39.8258760 0.0333665 0.005 130.114 EM
272.881
5 -0.11239954D+04 29.7683804 0.0258011 0.007 132.320 EM
270.673
6 -0.11040182D+04 19.9771506 0.0177733 0.009 135.346 EM
267.645
7 -0.10919347D+04 12.0835083 0.0109450 0.011 138.904 EM
264.085
8 -0.10849852D+04 6.9495428 0.0063644 0.014 142.688 EM
260.298
9 -0.10809801D+04 4.0050836 0.0036914 0.017 146.459 EM
256.523
10 -0.10785773D+04 2.4027253 0.0022227 0.021 150.074 EM
252.905
11 -0.10770496D+04 1.5277195 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 -0.15968875D+04 0.0000000 0.0000000 314.537 50.482 EM
37.981
2 -0.12885494D+04 308.3381121 0.1930869 285.684 47.267 FS
70.049
3 -0.11704934D+04 118.0559910 0.0916193 389.579 12.007 FS
1.415
4 -0.10941191D+04 76.3742877 0.0652497 393.147 8.578 EM
1.276
5 -0.10853285D+04 8.7905621 0.0080344 395.346 6.451 EM
1.203
6 -0.10827877D+04 2.5408024 0.0023410 396.970 4.868 EM
1.162
7 -0.10805110D+04 2.2767501 0.0021027 397.308 4.554 EM
1.138
8 -0.10794704D+04 1.0405446 0.0009630 397.455 4.420 EM
1.126
9 -0.10786905D+04 0.7798969 0.0007225 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 -0.11762918D+04 0.0000000 0.0000000 3.097 393.232 EM
6.671
2 -0.10948831D+04 81.4087319 0.0692079 3.302 393.363 EM
6.335
3 -0.10860763D+04 8.8067773 0.0080436 3.610 393.165 EM
6.225
4 -0.10819554D+04 4.1209187 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 1.6492681 0.0015278 4.826 391.584 EM
6.590
7 -0.10766072D+04 1.2728531 0.0011809 5.444 390.738 EM
6.817
8 -0.10755276D+04 1.0795719 0.0010028 6.183 389.755 EM
7.063
9 -0.10745253D+04 1.0023070 0.0009319 6.992 388.693 EM
7.315
10 -0.10735356D+04 0.9897661 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+04 100.7388630 0.0796527 0.008 390.975 FS
12.017
3 -0.10935725D+04 70.4149539 0.0604946 0.004 391.818 EM
11.178
4 -0.10856681D+04 7.9044798 0.0072281 0.002 392.298 EM
10.699
5 -0.10814928D+04 4.1752698 0.0038458 0.001 392.596 EM
10.402
6 -0.10790723D+04 2.4204432 0.0022381 0.001 392.791 EM
10.208
7 -0.10775956D+04 1.4767070 0.0013685 0.000 392.920 EM
10.080
8 -0.10766627D+04 0.9329435 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+04 333.5523842 0.1279781 22.319 99.162 FS
281.519
3 -0.20291991D+04 243.5722727 0.1071697 20.492 101.213 FS
281.295
4 -0.20078884D+04 21.3107055 0.0105020 14.986 107.092 FS
280.922
5 -0.18936562D+04 114.2321413 0.0568917 13.914 110.665 FS
278.421
6 -0.18036635D+04 89.9927553 0.0475233 14.507 119.177 FS
269.316
7 -0.17118388D+04 91.8246627 0.0509101 13.702 144.752 FS
244.545
8 -0.16287784D+04 83.0604362 0.0485212 11.290 192.441 FS
199.269
9 -0.15545796D+04 74.1988091 0.0455549 7.716 241.315 FS
153.969
10 -0.15348924D+04 19.6871912 0.0126640 11.943 351.584 FS
39.472
11 -0.14781369D+04 56.7554312 0.0369768 25.640 252.857 FS
124.503
12 -0.14623322D+04 15.8046941 0.0106923 175.308 166.723 FS
60.969
13 -0.10931345D+04 369.1977261 0.2524719 162.309 185.442 EM
55.250
14 -0.10785538D+04 14.5807241 0.0133385 156.582 193.247 EM
53.170
15 -0.10748926D+04 3.6611736 0.0033945 154.149 196.510 EM
52.341
16 -0.10733439D+04 1.5487161 0.0014408 152.989 198.055 EM
51.956
17 -0.10725924D+04 0.7515352 0.0007002 152.407 198.840 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+04 158.5469673 0.0952484 44.077 183.650 FS
175.274
3 -0.13222955D+04 183.7208840 0.1219913 11.890 154.003 FS
237.108
4 -0.12710503D+04 51.2452523 0.0387548 9.639 200.859 FS
192.501
5 -0.12030696D+04 67.9806262 0.0534838 11.024 228.648 FS
163.329
6 -0.11551492D+04 47.9204516 0.0398318 14.040 209.141 FS
179.819
7 -0.11247319D+04 30.4172976 0.0263319 18.030 175.859 FS
209.111
8 -0.11046931D+04 20.0387580 0.0178165 13.044 164.498 FS
225.458
9 -0.10978564D+04 6.8367748 0.0061888 23.048 154.652 FS
225.300
10 -0.10867510D+04 11.1053426 0.0101155 37.741 136.415 FS
228.845
11 -0.10789417D+04 7.8093196 0.0071859 50.326 126.825 FS
225.849
12 -0.10747130D+04 4.2287248 0.0039193 64.983 122.021 FS
215.996
13 -0.10733386D+04 1.3743789 0.0012788 84.919 102.455 FS
215.626
14 -0.10711960D+04 2.1426113 0.0019962 81.635 115.788 FS
205.577
15 -0.10706584D+04 0.5376205 0.0005019 99.460 109.530 FS
194.011
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 -0.25373426D+04 395.5308216 0.1348612 5.395 120.243 FS
277.362
3 -0.21591606D+04 378.1820192 0.1490465 5.471 120.199 FS
277.330
4 -0.18236128D+04 335.5477932 0.1554066 5.660 120.013 FS
277.327
5 -0.15870357D+04 236.5771432 0.1297299 8.673 117.005 FS
277.322
6 -0.15436717D+04 43.3639556 0.0273239 0.817 124.493 FS
277.690
7 -0.13072404D+04 236.4313019 0.1531616 1.579 123.417 EM
278.005
8 -0.11608572D+04 146.3832289 0.1119788 3.913 122.985 EM
276.103
9 -0.11144716D+04 46.3856389 0.0399581 7.077 123.611 EM
272.312
10 -0.10940676D+04 20.4039957 0.0183082 10.549 124.875 EM
267.575
11 -0.10845851D+04 9.4824390 0.0086671 13.963 126.343 EM
262.694
12 -0.10797789D+04 4.8062097 0.0044314 17.145 127.736 EM
258.120
13 -0.10770979D+04 2.6810228 0.0024829 20.036 128.946 EM
254.019
14 -0.10754730D+04 1.6248555 0.0015085 22.624 129.960 EM
250.416
15 -0.10744242D+04 1.0488500 0.0009752 24.916 130.805 EM
247.279
16 -0.10737159D+04 0.7082841 0.0006592 26.928 131.517 EM
244.554
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 143
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16664881D+04 0.0000000 0.0000000 10.407 361.821 EM
30.772
2 -0.13991189D+04 267.3692070 0.1604387 20.200 284.855 EM
97.945
3 -0.12282373D+04 170.8816228 0.1221352 26.081 205.776 EM
171.144
4 -0.11523313D+04 75.9059777 0.0618007 29.472 161.871 EM
211.657
5 -0.11221261D+04 30.2051926 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 11.6699829 0.0105595 37.523 129.562 EM
235.915
8 -0.10854728D+04 8.0220103 0.0073361 39.557 127.099 EM
236.344
9 -0.10801992D+04 5.2735494 0.0048583 41.141 126.043 EM
235.816
10 -0.10768645D+04 3.3346897 0.0030871 42.380 125.920 EM
234.699
11 -0.10747949D+04 2.0696498 0.0019219 43.381 126.399 EM
233.220
12 -0.10735014D+04 1.2934973 0.0012035 44.222 127.244 EM
231.535
13 -0.10726671D+04 0.8343350 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 -0.17255892D+04 0.0000000 0.0000000 94.054 32.909 EM
276.037
2 -0.12711265D+04 454.4627331 0.2633667 38.543 86.772 EM
277.684
3 -0.11313885D+04 139.7379778 0.1099324 14.462 114.723 EM
273.815
4 -0.10905116D+04 40.8768451 0.0361298 8.905 125.825 EM
268.270
5 -0.10805744D+04 9.9372076 0.0091124 7.850 131.981 EM
263.170
6 -0.10769516D+04 3.6228186 0.0033527 7.911 136.149 EM
258.940
7 -0.10749707D+04 1.9809108 0.0018394 8.247 139.301 EM
255.453
8 -0.10737296D+04 1.2410509 0.0011545 8.600 141.878 EM
252.522
9 -0.10729501D+04 0.7794994 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 -0.16233330D+04 178.3904399 0.0990110 15.578 109.107 FS
278.315
3 -0.15554876D+04 67.8454448 0.0417939 11.606 114.105 FS
277.289
4 -0.14510134D+04 104.4742140 0.0671649 8.869 118.612 FS
275.519
5 -0.11933852D+04 257.6281998 0.1775505 10.624 123.918 EM
268.457
6 -0.11545946D+04 38.7906163 0.0325047 16.569 118.272 EM
268.158
7 -0.11274099D+04 27.1846784 0.0235448 23.731 112.056 EM
267.213
8 -0.11063021D+04 21.1078303 0.0187224 31.478 106.301 EM
265.221
9 -0.10918337D+04 14.4683263 0.0130781 38.953 101.635 EM
262.412
10 -0.10831080D+04 8.7257300 0.0079918 45.478 98.360 EM
259.162
11 -0.10782762D+04 4.8317873 0.0044610 50.788 96.360 EM
255.852
12 -0.10756882D+04 2.5880195 0.0024001 54.948 95.325 EM
252.726
13 -0.10742756D+04 1.4125618 0.0013132 58.166 94.942 EM
249.892
14 -0.10734590D+04 0.8166470 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 -0.24916066D+04 0.0000000 0.0000000 19.781 255.341 EM
127.878
2 -0.21749162D+04 316.6903628 0.1271029 3.450 263.345 FS
136.205
3 -0.20291973D+04 145.7189237 0.0669998 5.818 261.259 FS
135.923
4 -0.15235299D+04 505.6673801 0.2491958 0.000 238.619 FS
164.381
5 -0.12394615D+04 284.0684504 0.1864541 0.000 232.355 FS
170.645
6 -0.10994764D+04 139.9850972 0.1129403 0.000 217.778 FS
185.222
7 -0.10789555D+04 20.5208845 0.0186642 0.000 206.881 FS
196.119
8 -0.10727215D+04 6.2339626 0.0057778 0.000 203.646 FS
199.354
9 -0.10722217D+04 0.4998177 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+04 101.0078347 0.0634009 0.000 154.712 FS
248.288
3 -0.10886436D+04 403.5094023 0.2704209 0.000 152.729 EM
250.271
4 -0.10828297D+04 5.8139186 0.0053405 0.000 153.536 EM
249.464
5 -0.10794391D+04 3.3905821 0.0031312 0.000 155.252 EM
247.748
6 -0.10773448D+04 2.0942519 0.0019401 0.000 157.359 EM
245.641
7 -0.10760391D+04 1.3057282 0.0012120 0.000 159.624 EM
243.376
8 -0.10751953D+04 0.8437722 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 -0.20192632D+04 345.3148283 0.1460366 276.615 23.530 FS
102.854
3 -0.16935033D+04 325.7599071 0.1613261 301.862 42.111 FS
59.027
4 -0.14567008D+04 236.8025457 0.1398300 345.024 54.663 FS
3.313
5 -0.10876192D+04 369.0815888 0.2533682 353.528 45.646 EM
3.826
6 -0.10788651D+04 8.7541324 0.0080489 359.047 39.769 EM
4.184
7 -0.10758562D+04 3.0088809 0.0027889 362.259 36.310 EM
4.431
8 -0.10745569D+04 1.2992728 0.0012077 364.094 34.297 EM
4.609
9 -0.10738844D+04 0.6725590 0.0006259 365.087 33.169 EM
4.745
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 155
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13999780D+04 0.0000000 0.0000000 63.439 133.782 EM
205.779
2 -0.10941891D+04 305.7888556 0.2184240 86.867 134.358 EM
181.775
3 -0.10794689D+04 14.7201865 0.0134531 90.362 136.446 EM
176.192
4 -0.10770509D+04 2.4180515 0.0022400 90.860 138.881 EM
173.260
5 -0.10758555D+04 1.1953745 0.0011099 90.898 141.213 EM
170.889
6 -0.10750161D+04 0.8394268 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 -0.13813232D+04 0.0000000 0.0000000 346.406 16.218 EM
40.376
2 -0.12392179D+04 142.1053377 0.1028762 306.626 23.311 EM
73.063
3 -0.11905654D+04 48.6524880 0.0392606 260.103 30.377 EM
112.520
4 -0.11488969D+04 41.6685285 0.0349989 220.378 35.948 EM
146.674
5 -0.11246007D+04 24.2961959 0.0211474 191.850 40.078 EM
171.072
6 -0.11086418D+04 15.9588452 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 8.2548835 0.0075248 156.377 43.686 EM
202.937
9 -0.10827156D+04 6.0568443 0.0055630 152.968 43.026 EM
207.006
10 -0.10782462D+04 4.4693206 0.0041279 151.392 41.934 EM
209.673
11 -0.10750033D+04 3.2429041 0.0030076 151.016 40.614 EM
211.370
12 -0.10726926D+04 2.3107093 0.0021495 151.436 39.207 EM
212.356
13 -0.10710701D+04 1.6225624 0.0015126 152.376 37.812 EM
212.812
14 -0.10699431D+04 1.1269316 0.0010522 153.634 36.495 EM
212.871
15 -0.10691675D+04 0.7756898 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+04 386.7855487 0.1290659 4.840 116.839 FS
281.321
3 -0.22505035D+04 359.5165422 0.1377447 5.449 116.240 FS
281.311
4 -0.19545536D+04 295.9499324 0.1315039 6.920 114.872 FS
281.208
5 -0.17862910D+04 168.2625721 0.0860875 46.745 76.375 FS
279.879
6 -0.16588904D+04 127.4006140 0.0713213 18.006 107.384 FS
277.610
7 -0.15539831D+04 104.9072802 0.0632394 12.520 116.838 FS
273.642
8 -0.15020851D+04 51.8980568 0.0333968 9.360 129.071 FS
264.569
9 -0.14266179D+04 75.4671788 0.0502416 9.264 149.969 FS
243.767
10 -0.13719756D+04 54.6422676 0.0383020 11.152 168.554 FS
223.294
11 -0.13289801D+04 42.9954683 0.0313384 11.564 161.639 FS
229.797
12 -0.12871922D+04 41.7878923 0.0314436 7.174 170.008 FS
225.818
13 -0.12540145D+04 33.1777298 0.0257753 7.556 162.983 FS
232.461
14 -0.12234073D+04 30.6072484 0.0244074 9.383 152.216 FS
241.401
15 -0.11942163D+04 29.1909590 0.0238604 11.916 151.880 FS
239.204
16 -0.11659545D+04 28.2617891 0.0236656 11.555 152.296 FS
239.148
17 -0.11409212D+04 25.0333529 0.0214703 13.075 154.396 FS
235.530
18 -0.11178161D+04 23.1050901 0.0202513 15.854 146.815 FS
240.331
19 -0.10998065D+04 18.0095938 0.0161114 9.465 164.370 FS
229.165
20 -0.10875823D+04 12.2241614 0.0111148 8.423 169.331 FS
225.246
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 98.4201239 0.0571693 30.386 97.087 FS
275.527
3 -0.15893445D+04 33.7915608 0.0208187 56.266 76.796 FS
269.938
4 -0.14733207D+04 116.0238351 0.0730011 42.523 104.112 FS
256.364
5 -0.13847753D+04 88.5453727 0.0600992 33.634 155.471 FS
213.895
6 -0.13122328D+04 72.5424681 0.0523857 26.016 206.053 FS
170.931
7 -0.12563444D+04 55.8884134 0.0425903 21.260 240.676 FS
141.064
8 -0.12176819D+04 38.6625241 0.0307738 19.485 241.944 FS
141.571
9 -0.10842419D+04 133.4399788 0.1095853 26.564 240.811 EM
135.625
10 -0.10791591D+04 5.0828598 0.0046879 31.506 237.564 EM
133.931
11 -0.10765412D+04 2.6178772 0.0024258 35.501 233.536 EM
133.963
12 -0.10758457D+04 0.6954372 0.0006460 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+04 185.1406260 0.1452593 4.952 260.153 EM
137.895
3 -0.10843759D+04 5.0363902 0.0046230 4.904 253.636 EM
144.460
4 -0.10806324D+04 3.7435358 0.0034522 4.872 247.983 EM
150.144
5 -0.10778481D+04 2.7842593 0.0025765 4.858 243.240 EM
154.902
6 -0.10758429D+04 2.0051891 0.0018604 4.857 239.345 EM
158.798
7 -0.10744409D+04 1.4019698 0.0013031 4.870 236.183 EM
161.946
8 -0.10734854D+04 0.9555195 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 50.3383744 0.0267849 0.000 122.433 FS
280.567
3 -0.17276923D+04 101.3239058 0.0553980 0.000 124.854 FS
278.146
4 -0.16368022D+04 90.8900564 0.0526078 0.000 131.294 FS
271.706
5 -0.15571307D+04 79.6715635 0.0486751 0.000 153.164 FS
249.836
6 -0.14963871D+04 60.7435513 0.0390099 0.000 222.981 FS
180.019
7 -0.14567553D+04 39.6318202 0.0264850 0.000 333.554 FS
69.446
8 -0.14375900D+04 19.1652930 0.0131562 0.000 399.872 FS
3.128
9 -0.13998370D+04 37.7529858 0.0262613 0.000 403.000 FS
0.000
10 -0.13524075D+04 47.4295158 0.0338822 0.000 403.000 FS
0.000
11 -0.13174189D+04 34.9886317 0.0258714 0.000 403.000 FS
0.000
12 -0.12852966D+04 32.1222433 0.0243827 0.000 403.000 FS
0.000
13 -0.12549505D+04 30.3461337 0.0236102 0.000 403.000 FS
0.000
14 -0.12259838D+04 28.9667328 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 26.3087458 0.0219555 0.000 403.000 FS
0.000
17 -0.11474411D+04 24.5255602 0.0209268 0.000 403.000 FS
0.000
18 -0.11253103D+04 22.1307928 0.0192871 0.000 403.000 FS
0.000
19 -0.11063945D+04 18.9157555 0.0168094 0.000 403.000 FS
0.000
20 -0.10916396D+04 14.7549299 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 -0.20115187D+04 0.0000000 0.0000000 81.788 31.163 EM
290.049
2 -0.19696688D+04 41.8498888 0.0208051 116.094 0.000 FS
286.906
3 -0.13584592D+04 611.2095770 0.3103108 124.190 0.000 EM
278.810
4 -0.13240149D+04 34.4443715 0.0253555 126.137 0.000 FS
276.863
5 -0.12135164D+04 110.4984277 0.0834571 129.804 0.000 FS
273.196
6 -0.11303574D+04 83.1590529 0.0685273 139.353 0.000 FS
263.647
7 -0.10853547D+04 45.0026861 0.0398128 160.719 0.000 FS
242.281
8 -0.10733962D+04 11.9585091 0.0110181 190.298 0.000 FS
212.702
9 -0.10722587D+04 1.1375333 0.0010598 206.481 0.000 FS
196.519
10 -0.10722030D+04 0.0556403 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 18.2680131 0.0146053 70.559 168.116 FS
164.326
3 -0.11614455D+04 71.0682080 0.0576612 52.721 179.293 FS
170.985
4 -0.11143748D+04 47.0706443 0.0405276 19.319 182.819 FS
200.861
5 -0.10916961D+04 22.6787344 0.0203511 13.787 170.743 FS
218.470
6 -0.10787954D+04 12.9006849 0.0118171 11.967 163.989 FS
227.044
7 -0.10742012D+04 4.5942061 0.0042586 15.353 163.957 FS
223.690
8 -0.10717806D+04 2.4206103 0.0022534 16.101 165.732 EM
221.167
9 -0.10710005D+04 0.7800970 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 -0.11344214D+04 192.6597755 0.1451756 159.120 23.118 EM
220.762
3 -0.11143532D+04 20.0682567 0.0176903 142.732 30.954 EM
229.314
4 -0.10998030D+04 14.5501654 0.0130571 129.040 38.831 EM
235.129
5 -0.10895627D+04 10.2403105 0.0093110 118.177 46.175 EM
238.648
6 -0.10827462D+04 6.8164946 0.0062562 109.952 52.589 EM
240.458
7 -0.10784241D+04 4.3221177 0.0039918 103.955 57.911 EM
241.135
8 -0.10757913D+04 2.6328227 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+04 391.3819468 0.1317653 77.290 83.746 FS
241.964
3 -0.21991144D+04 379.7996995 0.1472712 63.758 91.456 FS
247.786
4 -0.18440255D+04 355.0888803 0.1614690 53.108 97.832 FS
252.060
5 -0.15097903D+04 334.2351553 0.1812530 52.179 98.710 FS
252.111
6 -0.13815793D+04 128.2110365 0.0849198 60.853 101.643 FS
240.504
7 -0.13400009D+04 41.5784159 0.0300948 99.556 123.600 FS
179.844
8 -0.13001036D+04 39.8972324 0.0297740 147.355 146.313 FS
109.332
9 -0.12665237D+04 33.5799356 0.0258287 183.774 152.291 FS
66.935
10 -0.12364497D+04 30.0739948 0.0237453 143.306 138.512 FS
121.183
11 -0.12066934D+04 29.7562715 0.0240659 117.728 133.847 FS
151.425
12 -0.11784041D+04 28.2893213 0.0234437 103.461 126.628 FS
172.911
13 -0.11520270D+04 26.3770948 0.0223837 94.203 118.835 FS
189.962
14 -0.11284286D+04 23.5983829 0.0204842 93.304 109.945 FS
199.751
15 -0.11086182D+04 19.8104032 0.0175557 96.307 100.388 FS
206.306
16 -0.10933942D+04 15.2240676 0.0137325 101.257 91.985 FS
209.758
17 -0.10828023D+04 10.5918492 0.0096871 106.515 86.205 FS
210.280
18 -0.10760848D+04 6.7175158 0.0062038 112.903 82.424 FS
207.673
19 -0.10722342D+04 3.8506190 0.0035784 121.994 78.697 FS
202.309
20 -0.10704234D+04 1.8107311 0.0016887 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+04 770.1271315 0.3804086 93.480 35.201 EM
274.318
3 -0.11880732D+04 66.2731155 0.0528348 78.497 50.634 EM
273.869
4 -0.11410598D+04 47.0134321 0.0395712 67.292 63.970 EM
271.738
5 -0.11104392D+04 30.6205459 0.0268352 59.612 74.625 EM
268.763
6 -0.10926708D+04 17.7683770 0.0160012 54.700 83.140 EM
265.160
7 -0.10831057D+04 9.5651102 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 2.6314521 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+04 193.3452861 0.1506865 54.901 323.099 EM
25.000
3 -0.10844636D+04 5.2875599 0.0048521 60.720 314.468 EM
27.812
4 -0.10810532D+04 3.4103363 0.0031447 65.431 307.484 EM
30.085
5 -0.10786985D+04 2.3547146 0.0021782 69.237 301.841 EM
31.922
6 -0.10770308D+04 1.6677443 0.0015461 72.330 297.253 EM
33.418
7 -0.10758381D+04 1.1926987 0.0011074 74.866 293.485 EM
34.650
8 -0.10749853D+04 0.8527534 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+04 103.4918814 0.0656723 0.043 126.373 FS
276.584
3 -0.14703273D+04 2.0644045 0.0014021 0.000 126.398 FS
27