Mplus VERSION 6 MUTHEN & MUTHEN 04/25/2010 10:59 PM INPUT INSTRUCTIONS Title: GMM, 3 classes, 1 zero class ordered poly variables for conviction at each age 11-21 dep. variable 0, 1 , 2 (0, 1, or more convictions) Data: file is naginORDERED.dat; Variable: names are u11 u12 u13 u14 u15 u16 u17 u18 u19 u20 u21 c1 c2 c3 c4 c; usevar = u11-u21; categorical = u11-u21; classes = c(3); Analysis: type = mixture; algo = int; starts = 500 10; stiter = 20; Model: %overall% i s q | u11@-.6 u12@-.5 u13@-.4 u14@-.3 u15@-.2 u16@-.1 u17@0 u18@.1 u19@.2 u20@.3 u21@.4; s-q@0; %c#1% [i*2 s q]; i; %c#2% [i@0 s q]; i; %c#3% [u11$1-u21$1@15]; [u11$2-u21$2@16]; [i-q@0]; i@0; Output: residual tech1 tech7 tech8; Plot: type = plot3; series = u11-u21(s); *** WARNING in MODEL command All continuous latent variable covariances involving S have been fixed to 0 because the variance of S is fixed at 0. *** WARNING in MODEL command All continuous latent variable covariances involving Q have been fixed to 0 because the variance of Q is fixed at 0. 2 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS GMM, 3 classes, 1 zero class ordered poly variables for conviction at each age 11-21 dep. variable 0, 1 , 2 (0, 1, or more convictions) SUMMARY OF ANALYSIS Number of groups 1 Number of observations 403 Number of dependent variables 11 Number of independent variables 0 Number of continuous latent variables 3 Number of categorical latent variables 1 Observed dependent variables Binary and ordered categorical (ordinal) U11 U12 U13 U14 U15 U16 U17 U18 U19 U20 U21 Continuous latent variables I S Q Categorical latent variables C Estimator MLR Information matrix OBSERVED Optimization Specifications for the Quasi-Newton Algorithm for Continuous Outcomes Maximum number of iterations 100 Convergence criterion 0.100D-05 Optimization Specifications for the EM Algorithm Maximum number of iterations 500 Convergence criteria Loglikelihood change 0.100D-02 Relative loglikelihood change 0.100D-05 Derivative 0.100D-02 Optimization Specifications for the M step of the EM Algorithm for Categorical Latent variables Number of M step iterations 1 M step convergence criterion 0.100D-02 Basis for M step termination ITERATION Optimization Specifications for the M step of the EM Algorithm for Censored, Binary or Ordered Categorical (Ordinal), Unordered Categorical (Nominal) and Count Outcomes Number of M step iterations 1 M step convergence criterion 0.100D-02 Basis for M step termination ITERATION Maximum value for logit thresholds 15 Minimum value for logit thresholds -15 Minimum expected cell size for chi-square 0.100D-01 Optimization algorithm EMA Integration Specifications Type STANDARD Number of integration points 15 Dimensions of numerical integration 1 Adaptive quadrature ON Random Starts Specifications Number of initial stage random starts 500 Number of final stage optimizations 10 Number of initial stage iterations 20 Initial stage convergence criterion 0.100D+01 Random starts scale 0.500D+01 Random seed for generating random starts 0 Link LOGIT Cholesky ON Input data file(s) naginORDERED.dat Input data format FREE UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES U11 Category 1 0.983 396.000 Category 2 0.012 5.000 Category 3 0.005 2.000 U12 Category 1 0.970 391.000 Category 2 0.025 10.000 Category 3 0.005 2.000 U13 Category 1 0.948 382.000 Category 2 0.045 18.000 Category 3 0.007 3.000 U14 Category 1 0.923 372.000 Category 2 0.062 25.000 Category 3 0.015 6.000 U15 Category 1 0.923 372.000 Category 2 0.055 22.000 Category 3 0.022 9.000 U16 Category 1 0.928 374.000 Category 2 0.045 18.000 Category 3 0.027 11.000 U17 Category 1 0.896 361.000 Category 2 0.069 28.000 Category 3 0.035 14.000 U18 Category 1 0.891 359.000 Category 2 0.084 34.000 Category 3 0.025 10.000 U19 Category 1 0.906 365.000 Category 2 0.072 29.000 Category 3 0.022 9.000 U20 Category 1 0.921 371.000 Category 2 0.057 23.000 Category 3 0.022 9.000 U21 Category 1 0.948 382.000 Category 2 0.042 17.000 Category 3 0.010 4.000 RANDOM STARTS RESULTS RANKED FROM THE BEST TO THE WORST LOGLIKELIHOOD VALUES Final stage loglikelihood values at local maxima, seeds, and initial stage start numbers: -1066.769 580405 286 -1066.769 464179 106 -1066.769 253358 2 -1066.769 217130 443 -1066.769 195763 358 -1066.770 479273 156 -1066.770 414284 158 -1066.771 728038 177 -1066.781 857799 315 -1066.794 960438 116 WARNING: WHEN ESTIMATING A MODEL WITH MORE THAN TWO CLASSES, IT MAY BE NECESSARY TO INCREASE THE NUMBER OF RANDOM STARTS USING THE STARTS OPTION TO AVOID LOCAL MAXIMA. THE MODEL ESTIMATION TERMINATED NORMALLY TESTS OF MODEL FIT Loglikelihood H0 Value -1066.769 H0 Scaling Correction Factor 1.004 for MLR Information Criteria Number of Free Parameters 11 Akaike (AIC) 2155.537 Bayesian (BIC) 2199.526 Sample-Size Adjusted BIC 2164.621 (n* = (n + 2) / 24) Chi-Square Test of Model Fit for the Binary and Ordered Categorical (Ordinal) Outcomes** Pearson Chi-Square Value 924.212 Degrees of Freedom 177110 P-Value 1.0000 Likelihood Ratio Chi-Square Value 243.287 Degrees of Freedom 177110 P-Value 1.0000 ** Of the 177147 cells in the latent class indicator table, 25 were deleted in the calculation of chi-square due to extreme values. FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES BASED ON THE ESTIMATED MODEL Latent Classes 1 12.93127 0.03209 2 202.80880 0.50325 3 187.25993 0.46466 FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASS PATTERNS BASED ON ESTIMATED POSTERIOR PROBABILITIES Latent Classes 1 12.93423 0.03209 2 202.80579 0.50324 3 187.25998 0.46466 CLASSIFICATION QUALITY Entropy 0.533 CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP Class Counts and Proportions Latent Classes 1 6 0.01489 2 118 0.29280 3 279 0.69231 Average Latent Class Probabilities for Most Likely Latent Class Membership (Row) by Latent Class (Column) 1 2 3 1 0.757 0.243 0.000 2 0.033 0.967 0.000 3 0.016 0.313 0.671 MODEL RESULTS Two-Tailed Estimate S.E. Est./S.E. P-Value Latent Class 1 I | U11 1.000 0.000 999.000 999.000 U12 1.000 0.000 999.000 999.000 U13 1.000 0.000 999.000 999.000 U14 1.000 0.000 999.000 999.000 U15 1.000 0.000 999.000 999.000 U16 1.000 0.000 999.000 999.000 U17 1.000 0.000 999.000 999.000 U18 1.000 0.000 999.000 999.000 U19 1.000 0.000 999.000 999.000 U20 1.000 0.000 999.000 999.000 U21 1.000 0.000 999.000 999.000 S | U11 -0.600 0.000 999.000 999.000 U12 -0.500 0.000 999.000 999.000 U13 -0.400 0.000 999.000 999.000 U14 -0.300 0.000 999.000 999.000 U15 -0.200 0.000 999.000 999.000 U16 -0.100 0.000 999.000 999.000 U17 0.000 0.000 999.000 999.000 U18 0.100 0.000 999.000 999.000 U19 0.200 0.000 999.000 999.000 U20 0.300 0.000 999.000 999.000 U21 0.400 0.000 999.000 999.000 Q | U11 0.360 0.000 999.000 999.000 U12 0.250 0.000 999.000 999.000 U13 0.160 0.000 999.000 999.000 U14 0.090 0.000 999.000 999.000 U15 0.040 0.000 999.000 999.000 U16 0.010 0.000 999.000 999.000 U17 0.000 0.000 999.000 999.000 U18 0.010 0.000 999.000 999.000 U19 0.040 0.000 999.000 999.000 U20 0.090 0.000 999.000 999.000 U21 0.160 0.000 999.000 999.000 Means I -3.176 3.630 -0.875 0.382 S -32.914 7.671 -4.291 0.000 Q -57.446 16.782 -3.423 0.001 Thresholds U11$1 1.996 0.503 3.968 0.000 U11$2 3.810 0.544 7.000 0.000 U12$1 1.996 0.503 3.968 0.000 U12$2 3.810 0.544 7.000 0.000 U13$1 1.996 0.503 3.968 0.000 U13$2 3.810 0.544 7.000 0.000 U14$1 1.996 0.503 3.968 0.000 U14$2 3.810 0.544 7.000 0.000 U15$1 1.996 0.503 3.968 0.000 U15$2 3.810 0.544 7.000 0.000 U16$1 1.996 0.503 3.968 0.000 U16$2 3.810 0.544 7.000 0.000 U17$1 1.996 0.503 3.968 0.000 U17$2 3.810 0.544 7.000 0.000 U18$1 1.996 0.503 3.968 0.000 U18$2 3.810 0.544 7.000 0.000 U19$1 1.996 0.503 3.968 0.000 U19$2 3.810 0.544 7.000 0.000 U20$1 1.996 0.503 3.968 0.000 U20$2 3.810 0.544 7.000 0.000 U21$1 1.996 0.503 3.968 0.000 U21$2 3.810 0.544 7.000 0.000 Variances I 2.107 4.249 0.496 0.620 S 0.000 0.000 999.000 999.000 Q 0.000 0.000 999.000 999.000 Latent Class 2 I | U11 1.000 0.000 999.000 999.000 U12 1.000 0.000 999.000 999.000 U13 1.000 0.000 999.000 999.000 U14 1.000 0.000 999.000 999.000 U15 1.000 0.000 999.000 999.000 U16 1.000 0.000 999.000 999.000 U17 1.000 0.000 999.000 999.000 U18 1.000 0.000 999.000 999.000 U19 1.000 0.000 999.000 999.000 U20 1.000 0.000 999.000 999.000 U21 1.000 0.000 999.000 999.000 S | U11 -0.600 0.000 999.000 999.000 U12 -0.500 0.000 999.000 999.000 U13 -0.400 0.000 999.000 999.000 U14 -0.300 0.000 999.000 999.000 U15 -0.200 0.000 999.000 999.000 U16 -0.100 0.000 999.000 999.000 U17 0.000 0.000 999.000 999.000 U18 0.100 0.000 999.000 999.000 U19 0.200 0.000 999.000 999.000 U20 0.300 0.000 999.000 999.000 U21 0.400 0.000 999.000 999.000 Q | U11 0.360 0.000 999.000 999.000 U12 0.250 0.000 999.000 999.000 U13 0.160 0.000 999.000 999.000 U14 0.090 0.000 999.000 999.000 U15 0.040 0.000 999.000 999.000 U16 0.010 0.000 999.000 999.000 U17 0.000 0.000 999.000 999.000 U18 0.010 0.000 999.000 999.000 U19 0.040 0.000 999.000 999.000 U20 0.090 0.000 999.000 999.000 U21 0.160 0.000 999.000 999.000 Means I 0.000 0.000 999.000 999.000 S 0.668 0.309 2.165 0.030 Q -5.969 0.925 -6.449 0.000 Thresholds U11$1 1.996 0.503 3.968 0.000 U11$2 3.810 0.544 7.000 0.000 U12$1 1.996 0.503 3.968 0.000 U12$2 3.810 0.544 7.000 0.000 U13$1 1.996 0.503 3.968 0.000 U13$2 3.810 0.544 7.000 0.000 U14$1 1.996 0.503 3.968 0.000 U14$2 3.810 0.544 7.000 0.000 U15$1 1.996 0.503 3.968 0.000 U15$2 3.810 0.544 7.000 0.000 U16$1 1.996 0.503 3.968 0.000 U16$2 3.810 0.544 7.000 0.000 U17$1 1.996 0.503 3.968 0.000 U17$2 3.810 0.544 7.000 0.000 U18$1 1.996 0.503 3.968 0.000 U18$2 3.810 0.544 7.000 0.000 U19$1 1.996 0.503 3.968 0.000 U19$2 3.810 0.544 7.000 0.000 U20$1 1.996 0.503 3.968 0.000 U20$2 3.810 0.544 7.000 0.000 U21$1 1.996 0.503 3.968 0.000 U21$2 3.810 0.544 7.000 0.000 Variances I 2.312 0.797 2.900 0.004 S 0.000 0.000 999.000 999.000 Q 0.000 0.000 999.000 999.000 Latent Class 3 I | U11 1.000 0.000 999.000 999.000 U12 1.000 0.000 999.000 999.000 U13 1.000 0.000 999.000 999.000 U14 1.000 0.000 999.000 999.000 U15 1.000 0.000 999.000 999.000 U16 1.000 0.000 999.000 999.000 U17 1.000 0.000 999.000 999.000 U18 1.000 0.000 999.000 999.000 U19 1.000 0.000 999.000 999.000 U20 1.000 0.000 999.000 999.000 U21 1.000 0.000 999.000 999.000 S | U11 -0.600 0.000 999.000 999.000 U12 -0.500 0.000 999.000 999.000 U13 -0.400 0.000 999.000 999.000 U14 -0.300 0.000 999.000 999.000 U15 -0.200 0.000 999.000 999.000 U16 -0.100 0.000 999.000 999.000 U17 0.000 0.000 999.000 999.000 U18 0.100 0.000 999.000 999.000 U19 0.200 0.000 999.000 999.000 U20 0.300 0.000 999.000 999.000 U21 0.400 0.000 999.000 999.000 Q | U11 0.360 0.000 999.000 999.000 U12 0.250 0.000 999.000 999.000 U13 0.160 0.000 999.000 999.000 U14 0.090 0.000 999.000 999.000 U15 0.040 0.000 999.000 999.000 U16 0.010 0.000 999.000 999.000 U17 0.000 0.000 999.000 999.000 U18 0.010 0.000 999.000 999.000 U19 0.040 0.000 999.000 999.000 U20 0.090 0.000 999.000 999.000 U21 0.160 0.000 999.000 999.000 Means I 0.000 0.000 999.000 999.000 S 0.000 0.000 999.000 999.000 Q 0.000 0.000 999.000 999.000 Thresholds U11$1 15.000 0.000 999.000 999.000 U11$2 16.000 0.000 999.000 999.000 U12$1 15.000 0.000 999.000 999.000 U12$2 16.000 0.000 999.000 999.000 U13$1 15.000 0.000 999.000 999.000 U13$2 16.000 0.000 999.000 999.000 U14$1 15.000 0.000 999.000 999.000 U14$2 16.000 0.000 999.000 999.000 U15$1 15.000 0.000 999.000 999.000 U15$2 16.000 0.000 999.000 999.000 U16$1 15.000 0.000 999.000 999.000 U16$2 16.000 0.000 999.000 999.000 U17$1 15.000 0.000 999.000 999.000 U17$2 16.000 0.000 999.000 999.000 U18$1 15.000 0.000 999.000 999.000 U18$2 16.000 0.000 999.000 999.000 U19$1 15.000 0.000 999.000 999.000 U19$2 16.000 0.000 999.000 999.000 U20$1 15.000 0.000 999.000 999.000 U20$2 16.000 0.000 999.000 999.000 U21$1 15.000 0.000 999.000 999.000 U21$2 16.000 0.000 999.000 999.000 Variances I 0.000 0.000 999.000 999.000 S 0.000 0.000 999.000 999.000 Q 0.000 0.000 999.000 999.000 Categorical Latent Variables Means C#1 -2.673 1.440 -1.856 0.063 C#2 0.080 0.411 0.194 0.846 QUALITY OF NUMERICAL RESULTS Condition Number for the Information Matrix 0.123E-05 (ratio of smallest to largest eigenvalue) RESIDUAL OUTPUT UNIVARIATE DISTRIBUTION FIT FOR CLASS 1 Variable Estimated Residual (Observed-Estimated) U11 Category 1 0.994 0.005 Category 2 0.005 -0.004 Category 3 0.001 -0.001 U12 Category 1 0.912 -0.002 Category 2 0.069 0.021 Category 3 0.019 -0.019 U13 Category 1 0.704 0.016 Category 2 0.203 -0.067 Category 3 0.093 0.051 U14 Category 1 0.583 -0.132 Category 2 0.261 0.287 Category 3 0.156 -0.155 U15 Category 1 0.655 0.058 Category 2 0.229 -0.035 Category 3 0.117 -0.023 U16 Category 1 0.862 -0.021 Category 2 0.105 -0.021 Category 3 0.033 0.042 U17 Category 1 0.985 0.010 Category 2 0.012 -0.009 Category 3 0.003 -0.001 U18 Category 1 1.000 0.000 Category 2 0.000 0.000 Category 3 0.000 0.000 U19 Category 1 1.000 0.000 Category 2 0.000 0.000 Category 3 0.000 0.000 U20 Category 1 1.000 0.000 Category 2 0.000 0.000 Category 3 0.000 0.000 U21 Category 1 1.000 0.000 Category 2 0.000 0.000 Category 3 0.000 0.000 BIVARIATE DISTRIBUTIONS FIT FOR CLASS 1 Variable Variable Estimated Residual (Observed-Estimated) U11 U12 Category 1 Category 1 0.907 0.001 Category 1 Category 2 0.068 0.023 Category 1 Category 3 0.019 -0.019 Category 2 Category 1 0.003 -0.003 Category 2 Category 2 0.001 -0.001 Category 2 Category 3 0.001 -0.001 Category 3 Category 1 0.001 -0.001 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U11 U13 Category 1 Category 1 0.702 0.017 Category 1 Category 2 0.201 -0.065 Category 1 Category 3 0.091 0.053 Category 2 Category 1 0.002 -0.001 Category 2 Category 2 0.002 -0.002 Category 2 Category 3 0.002 -0.002 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U11 U14 Category 1 Category 1 0.582 -0.131 Category 1 Category 2 0.259 0.289 Category 1 Category 3 0.153 -0.153 Category 2 Category 1 0.001 0.000 Category 2 Category 2 0.002 -0.002 Category 2 Category 3 0.002 -0.002 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U11 U15 Category 1 Category 1 0.653 0.059 Category 1 Category 2 0.227 -0.033 Category 1 Category 3 0.114 -0.021 Category 2 Category 1 0.002 -0.001 Category 2 Category 2 0.002 -0.002 Category 2 Category 3 0.002 -0.002 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U11 U16 Category 1 Category 1 0.858 -0.018 Category 1 Category 2 0.103 -0.019 Category 1 Category 3 0.032 0.043 Category 2 Category 1 0.003 -0.002 Category 2 Category 2 0.001 -0.001 Category 2 Category 3 0.001 -0.001 Category 3 Category 1 0.001 -0.001 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U11 U17 Category 1 Category 1 0.980 0.015 Category 1 Category 2 0.012 -0.009 Category 1 Category 3 0.002 -0.001 Category 2 Category 1 0.005 -0.004 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.001 -0.001 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U11 U18 Category 1 Category 1 0.994 0.005 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.005 -0.004 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.001 -0.001 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U11 U19 Category 1 Category 1 0.994 0.005 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.005 -0.004 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.001 -0.001 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U11 U20 Category 1 Category 1 0.994 0.005 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.005 -0.004 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.001 -0.001 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U11 U21 Category 1 Category 1 0.994 0.005 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.005 -0.004 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.001 -0.001 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U12 U13 Category 1 Category 1 0.667 0.032 Category 1 Category 2 0.174 -0.038 Category 1 Category 3 0.071 0.005 Category 2 Category 1 0.030 -0.009 Category 2 Category 2 0.022 -0.022 Category 2 Category 3 0.016 0.053 Category 3 Category 1 0.007 -0.007 Category 3 Category 2 0.006 -0.006 Category 3 Category 3 0.006 -0.006 U12 U14 Category 1 Category 1 0.557 -0.127 Category 1 Category 2 0.232 0.247 Category 1 Category 3 0.123 -0.122 Category 2 Category 1 0.021 0.000 Category 2 Category 2 0.023 0.046 Category 2 Category 3 0.025 -0.025 Category 3 Category 1 0.005 -0.005 Category 3 Category 2 0.006 -0.006 Category 3 Category 3 0.008 -0.008 U12 U15 Category 1 Category 1 0.622 0.003 Category 1 Category 2 0.199 -0.006 Category 1 Category 3 0.090 0.001 Category 2 Category 1 0.026 0.062 Category 2 Category 2 0.023 -0.023 Category 2 Category 3 0.020 -0.017 Category 3 Category 1 0.006 -0.006 Category 3 Category 2 0.006 -0.006 Category 3 Category 3 0.007 -0.007 U12 U16 Category 1 Category 1 0.804 -0.049 Category 1 Category 2 0.084 -0.005 Category 1 Category 3 0.024 0.051 Category 2 Category 1 0.047 0.039 Category 2 Category 2 0.016 -0.011 Category 2 Category 3 0.007 -0.007 Category 3 Category 1 0.011 -0.011 Category 3 Category 2 0.005 -0.005 Category 3 Category 3 0.003 -0.003 U12 U17 Category 1 Category 1 0.901 0.006 Category 1 Category 2 0.009 -0.008 Category 1 Category 3 0.002 -0.001 Category 2 Category 1 0.066 0.022 Category 2 Category 2 0.003 0.000 Category 2 Category 3 0.001 -0.001 Category 3 Category 1 0.018 -0.018 Category 3 Category 2 0.001 -0.001 Category 3 Category 3 0.000 0.000 U12 U18 Category 1 Category 1 0.911 -0.002 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.069 0.021 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.019 -0.019 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U12 U19 Category 1 Category 1 0.912 -0.002 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.069 0.021 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.019 -0.019 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U12 U20 Category 1 Category 1 0.912 -0.002 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.069 0.021 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.019 -0.019 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U12 U21 Category 1 Category 1 0.912 -0.002 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.069 0.021 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.019 -0.019 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U13 U14 Category 1 Category 1 0.471 -0.039 Category 1 Category 2 0.162 0.126 Category 1 Category 3 0.072 -0.072 Category 2 Category 1 0.085 -0.065 Category 2 Category 2 0.068 0.048 Category 2 Category 3 0.050 -0.049 Category 3 Category 1 0.028 -0.028 Category 3 Category 2 0.031 0.113 Category 3 Category 3 0.034 -0.034 U13 U15 Category 1 Category 1 0.519 0.058 Category 1 Category 2 0.134 -0.009 Category 1 Category 3 0.051 -0.033 Category 2 Category 1 0.102 -0.034 Category 2 Category 2 0.064 0.005 Category 2 Category 3 0.038 -0.038 Category 3 Category 1 0.034 0.035 Category 3 Category 2 0.031 -0.031 Category 3 Category 3 0.028 0.047 U13 U16 Category 1 Category 1 0.642 0.041 Category 1 Category 2 0.050 -0.013 Category 1 Category 3 0.013 -0.013 Category 2 Category 1 0.159 -0.070 Category 2 Category 2 0.033 0.014 Category 2 Category 3 0.011 -0.011 Category 3 Category 1 0.061 0.008 Category 3 Category 2 0.022 -0.022 Category 3 Category 3 0.010 0.065 U13 U17 Category 1 Category 1 0.699 0.017 Category 1 Category 2 0.004 -0.001 Category 1 Category 3 0.001 0.000 Category 2 Category 1 0.198 -0.062 Category 2 Category 2 0.004 -0.004 Category 2 Category 3 0.001 -0.001 Category 3 Category 1 0.088 0.056 Category 3 Category 2 0.004 -0.004 Category 3 Category 3 0.001 -0.001 U13 U18 Category 1 Category 1 0.704 0.016 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.203 -0.067 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.093 0.051 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U13 U19 Category 1 Category 1 0.704 0.016 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.203 -0.067 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.093 0.051 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U13 U20 Category 1 Category 1 0.704 0.016 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.203 -0.067 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.093 0.051 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U13 U21 Category 1 Category 1 0.704 0.016 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.203 -0.067 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.093 0.051 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U14 U15 Category 1 Category 1 0.446 -0.047 Category 1 Category 2 0.101 -0.067 Category 1 Category 3 0.036 -0.018 Category 2 Category 1 0.146 0.168 Category 2 Category 2 0.076 0.083 Category 2 Category 3 0.039 0.036 Category 3 Category 1 0.063 -0.062 Category 3 Category 2 0.051 -0.051 Category 3 Category 3 0.042 -0.042 U14 U16 Category 1 Category 1 0.539 -0.109 Category 1 Category 2 0.035 -0.014 Category 1 Category 3 0.009 -0.009 Category 2 Category 1 0.215 0.195 Category 2 Category 2 0.036 0.027 Category 2 Category 3 0.011 0.064 Category 3 Category 1 0.108 -0.108 Category 3 Category 2 0.034 -0.034 Category 3 Category 3 0.014 -0.014 U14 U17 Category 1 Category 1 0.580 -0.132 Category 1 Category 2 0.003 0.000 Category 1 Category 3 0.001 0.000 Category 2 Category 1 0.256 0.291 Category 2 Category 2 0.004 -0.004 Category 2 Category 3 0.001 0.000 Category 3 Category 1 0.149 -0.149 Category 3 Category 2 0.005 -0.005 Category 3 Category 3 0.001 -0.001 U14 U18 Category 1 Category 1 0.583 -0.132 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.261 0.287 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.155 -0.155 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U14 U19 Category 1 Category 1 0.583 -0.132 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.261 0.287 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.156 -0.155 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U14 U20 Category 1 Category 1 0.583 -0.132 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.261 0.287 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.156 -0.155 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U14 U21 Category 1 Category 1 0.583 -0.132 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.261 0.287 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.156 -0.155 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U15 U16 Category 1 Category 1 0.600 0.037 Category 1 Category 2 0.043 0.032 Category 1 Category 3 0.011 -0.011 Category 2 Category 1 0.183 0.002 Category 2 Category 2 0.035 -0.026 Category 2 Category 3 0.011 -0.011 Category 3 Category 1 0.079 -0.060 Category 3 Category 2 0.027 -0.027 Category 3 Category 3 0.011 0.064 U15 U17 Category 1 Category 1 0.650 0.061 Category 1 Category 2 0.004 -0.003 Category 1 Category 3 0.001 0.000 Category 2 Category 1 0.224 -0.030 Category 2 Category 2 0.004 -0.004 Category 2 Category 3 0.001 -0.001 Category 3 Category 1 0.111 -0.020 Category 3 Category 2 0.004 -0.002 Category 3 Category 3 0.001 -0.001 U15 U18 Category 1 Category 1 0.655 0.058 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.229 -0.035 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.116 -0.023 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U15 U19 Category 1 Category 1 0.655 0.058 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.229 -0.035 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.117 -0.023 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U15 U20 Category 1 Category 1 0.655 0.058 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.229 -0.035 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.117 -0.023 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U15 U21 Category 1 Category 1 0.655 0.058 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.229 -0.035 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.117 -0.023 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U16 U17 Category 1 Category 1 0.853 -0.017 Category 1 Category 2 0.007 -0.004 Category 1 Category 3 0.001 0.000 Category 2 Category 1 0.101 -0.017 Category 2 Category 2 0.003 -0.003 Category 2 Category 3 0.001 -0.001 Category 3 Category 1 0.031 0.044 Category 3 Category 2 0.002 -0.002 Category 3 Category 3 0.000 0.000 U16 U18 Category 1 Category 1 0.861 -0.021 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.105 -0.020 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.033 0.042 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U16 U19 Category 1 Category 1 0.862 -0.021 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.105 -0.021 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.033 0.042 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U16 U20 Category 1 Category 1 0.862 -0.021 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.105 -0.021 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.033 0.042 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U16 U21 Category 1 Category 1 0.862 -0.021 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.105 -0.021 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.033 0.042 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U17 U18 Category 1 Category 1 0.985 0.010 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.012 -0.009 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.003 -0.001 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U17 U19 Category 1 Category 1 0.985 0.010 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.012 -0.009 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.003 -0.001 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U17 U20 Category 1 Category 1 0.985 0.010 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.012 -0.009 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.003 -0.001 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U17 U21 Category 1 Category 1 0.985 0.010 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.012 -0.009 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.003 -0.001 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U18 U19 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U18 U20 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U18 U21 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U19 U20 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U19 U21 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U20 U21 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 UNIVARIATE DISTRIBUTION FIT FOR CLASS 2 Variable Estimated Residual (Observed-Estimated) U11 Category 1 0.972 -0.006 Category 2 0.023 0.002 Category 3 0.005 0.005 U12 Category 1 0.948 -0.002 Category 2 0.041 0.002 Category 3 0.010 -0.001 U13 Category 1 0.917 -0.002 Category 2 0.065 0.015 Category 3 0.018 -0.013 U14 Category 1 0.882 0.001 Category 2 0.090 -0.002 Category 3 0.028 0.001 U15 Category 1 0.848 0.017 Category 2 0.113 -0.017 Category 3 0.038 0.000 U16 Category 1 0.822 0.045 Category 2 0.130 -0.047 Category 3 0.047 0.002 U17 Category 1 0.808 -0.015 Category 2 0.140 -0.002 Category 3 0.052 0.017 U18 Category 1 0.807 -0.024 Category 2 0.140 0.028 Category 3 0.053 -0.003 U19 Category 1 0.820 -0.007 Category 2 0.132 0.011 Category 3 0.048 -0.004 U20 Category 1 0.845 -0.003 Category 2 0.116 -0.002 Category 3 0.040 0.005 U21 Category 1 0.877 0.019 Category 2 0.093 -0.009 Category 3 0.029 -0.010 BIVARIATE DISTRIBUTIONS FIT FOR CLASS 2 Variable Variable Estimated Residual (Observed-Estimated) U11 U12 Category 1 Category 1 0.926 0.001 Category 1 Category 2 0.037 -0.008 Category 1 Category 3 0.009 0.001 Category 2 Category 1 0.018 -0.004 Category 2 Category 2 0.003 0.006 Category 2 Category 3 0.001 -0.001 Category 3 Category 1 0.004 0.001 Category 3 Category 2 0.001 0.004 Category 3 Category 3 0.000 0.000 U11 U13 Category 1 Category 1 0.897 -0.002 Category 1 Category 2 0.059 0.011 Category 1 Category 3 0.016 -0.015 Category 2 Category 1 0.016 -0.007 Category 2 Category 2 0.005 0.005 Category 2 Category 3 0.002 0.003 Category 3 Category 1 0.004 0.006 Category 3 Category 2 0.001 -0.001 Category 3 Category 3 0.001 -0.001 U11 U14 Category 1 Category 1 0.864 0.003 Category 1 Category 2 0.083 -0.005 Category 1 Category 3 0.025 -0.005 Category 2 Category 1 0.015 -0.005 Category 2 Category 2 0.006 0.004 Category 2 Category 3 0.003 0.002 Category 3 Category 1 0.003 0.002 Category 3 Category 2 0.001 -0.001 Category 3 Category 3 0.001 0.004 U11 U15 Category 1 Category 1 0.833 0.008 Category 1 Category 2 0.105 -0.014 Category 1 Category 3 0.034 0.000 Category 2 Category 1 0.013 0.007 Category 2 Category 2 0.006 -0.006 Category 2 Category 3 0.004 0.001 Category 3 Category 1 0.003 0.002 Category 3 Category 2 0.001 0.003 Category 3 Category 3 0.001 -0.001 U11 U16 Category 1 Category 1 0.808 0.049 Category 1 Category 2 0.122 -0.039 Category 1 Category 3 0.042 -0.017 Category 2 Category 1 0.012 -0.007 Category 2 Category 2 0.007 -0.007 Category 2 Category 3 0.004 0.016 Category 3 Category 1 0.003 0.002 Category 3 Category 2 0.002 -0.002 Category 3 Category 3 0.001 0.004 U11 U17 Category 1 Category 1 0.794 -0.011 Category 1 Category 2 0.131 -0.008 Category 1 Category 3 0.047 0.013 Category 2 Category 1 0.011 -0.007 Category 2 Category 2 0.007 0.003 Category 2 Category 3 0.005 0.005 Category 3 Category 1 0.002 0.003 Category 3 Category 2 0.002 0.003 Category 3 Category 3 0.001 -0.001 U11 U18 Category 1 Category 1 0.793 -0.025 Category 1 Category 2 0.132 0.021 Category 1 Category 3 0.047 -0.002 Category 2 Category 1 0.011 -0.007 Category 2 Category 2 0.007 0.008 Category 2 Category 3 0.005 0.000 Category 3 Category 1 0.002 0.007 Category 3 Category 2 0.002 -0.002 Category 3 Category 3 0.001 -0.001 U11 U19 Category 1 Category 1 0.806 -0.003 Category 1 Category 2 0.124 0.010 Category 1 Category 3 0.043 -0.013 Category 2 Category 1 0.012 -0.007 Category 2 Category 2 0.007 -0.002 Category 2 Category 3 0.004 0.011 Category 3 Category 1 0.003 0.002 Category 3 Category 2 0.002 0.003 Category 3 Category 3 0.001 -0.001 U11 U20 Category 1 Category 1 0.829 -0.002 Category 1 Category 2 0.108 -0.004 Category 1 Category 3 0.035 0.000 Category 2 Category 1 0.013 0.002 Category 2 Category 2 0.006 -0.001 Category 2 Category 3 0.004 0.001 Category 3 Category 1 0.003 -0.003 Category 3 Category 2 0.001 0.003 Category 3 Category 3 0.001 0.004 U11 U21 Category 1 Category 1 0.860 0.012 Category 1 Category 2 0.086 -0.007 Category 1 Category 3 0.026 -0.011 Category 2 Category 1 0.014 0.000 Category 2 Category 2 0.006 -0.001 Category 2 Category 3 0.003 0.002 Category 3 Category 1 0.003 0.007 Category 3 Category 2 0.001 -0.001 Category 3 Category 3 0.001 -0.001 U12 U13 Category 1 Category 1 0.879 -0.003 Category 1 Category 2 0.055 0.010 Category 1 Category 3 0.014 -0.009 Category 2 Category 1 0.031 0.002 Category 2 Category 2 0.008 0.002 Category 2 Category 3 0.003 -0.002 Category 3 Category 1 0.007 -0.002 Category 3 Category 2 0.002 0.003 Category 3 Category 3 0.001 -0.001 U12 U14 Category 1 Category 1 0.848 0.001 Category 1 Category 2 0.078 0.000 Category 1 Category 3 0.022 -0.003 Category 2 Category 1 0.028 0.001 Category 2 Category 2 0.010 0.001 Category 2 Category 3 0.004 0.001 Category 3 Category 1 0.006 -0.001 Category 3 Category 2 0.003 -0.003 Category 3 Category 3 0.002 0.003 U12 U15 Category 1 Category 1 0.818 0.019 Category 1 Category 2 0.099 -0.018 Category 1 Category 3 0.031 -0.002 Category 2 Category 1 0.025 -0.001 Category 2 Category 2 0.011 -0.001 Category 2 Category 3 0.006 0.004 Category 3 Category 1 0.006 -0.001 Category 3 Category 2 0.003 0.002 Category 3 Category 3 0.002 -0.002 U12 U16 Category 1 Category 1 0.794 0.039 Category 1 Category 2 0.116 -0.042 Category 1 Category 3 0.038 0.001 Category 2 Category 1 0.023 0.006 Category 2 Category 2 0.012 -0.007 Category 2 Category 3 0.007 0.003 Category 3 Category 1 0.005 0.000 Category 3 Category 2 0.003 0.002 Category 3 Category 3 0.002 -0.002 U12 U17 Category 1 Category 1 0.781 -0.012 Category 1 Category 2 0.124 -0.006 Category 1 Category 3 0.043 0.016 Category 2 Category 1 0.022 -0.003 Category 2 Category 2 0.012 0.008 Category 2 Category 3 0.007 -0.002 Category 3 Category 1 0.005 0.000 Category 3 Category 2 0.003 -0.003 Category 3 Category 3 0.002 0.003 U12 U18 Category 1 Category 1 0.780 -0.026 Category 1 Category 2 0.125 0.028 Category 1 Category 3 0.043 -0.003 Category 2 Category 1 0.022 0.007 Category 2 Category 2 0.012 -0.002 Category 2 Category 3 0.007 -0.002 Category 3 Category 1 0.005 -0.005 Category 3 Category 2 0.003 0.002 Category 3 Category 3 0.002 0.003 U12 U19 Category 1 Category 1 0.792 -0.008 Category 1 Category 2 0.117 0.011 Category 1 Category 3 0.039 -0.004 Category 2 Category 1 0.023 0.006 Category 2 Category 2 0.012 -0.007 Category 2 Category 3 0.007 0.003 Category 3 Category 1 0.005 -0.005 Category 3 Category 2 0.003 0.007 Category 3 Category 3 0.002 -0.002 U12 U20 Category 1 Category 1 0.815 -0.006 Category 1 Category 2 0.102 -0.003 Category 1 Category 3 0.032 0.008 Category 2 Category 1 0.025 0.004 Category 2 Category 2 0.011 0.004 Category 2 Category 3 0.006 -0.006 Category 3 Category 1 0.006 -0.001 Category 3 Category 2 0.003 -0.003 Category 3 Category 3 0.002 0.003 U12 U21 Category 1 Category 1 0.844 0.014 Category 1 Category 2 0.081 -0.012 Category 1 Category 3 0.023 -0.004 Category 2 Category 1 0.027 0.007 Category 2 Category 2 0.010 0.000 Category 2 Category 3 0.004 -0.004 Category 3 Category 1 0.006 -0.001 Category 3 Category 2 0.003 0.002 Category 3 Category 3 0.002 -0.002 U13 U14 Category 1 Category 1 0.825 0.014 Category 1 Category 2 0.072 -0.001 Category 1 Category 3 0.020 -0.015 Category 2 Category 1 0.045 -0.002 Category 2 Category 2 0.014 0.003 Category 2 Category 3 0.006 0.014 Category 3 Category 1 0.011 -0.011 Category 3 Category 2 0.005 -0.004 Category 3 Category 3 0.002 0.002 U13 U15 Category 1 Category 1 0.797 0.003 Category 1 Category 2 0.092 -0.016 Category 1 Category 3 0.028 0.011 Category 2 Category 1 0.041 0.019 Category 2 Category 2 0.016 0.004 Category 2 Category 3 0.008 -0.008 Category 3 Category 1 0.010 -0.005 Category 3 Category 2 0.005 -0.005 Category 3 Category 3 0.003 -0.003 U13 U16 Category 1 Category 1 0.775 0.023 Category 1 Category 2 0.107 -0.026 Category 1 Category 3 0.034 0.000 Category 2 Category 1 0.038 0.030 Category 2 Category 2 0.018 -0.016 Category 2 Category 3 0.009 0.001 Category 3 Category 1 0.009 -0.009 Category 3 Category 2 0.005 -0.005 Category 3 Category 3 0.004 0.001 U13 U17 Category 1 Category 1 0.763 -0.016 Category 1 Category 2 0.116 -0.008 Category 1 Category 3 0.038 0.021 Category 2 Category 1 0.037 0.009 Category 2 Category 2 0.018 0.006 Category 2 Category 3 0.010 0.000 Category 3 Category 1 0.009 -0.008 Category 3 Category 2 0.005 -0.001 Category 3 Category 3 0.004 -0.004 U13 U18 Category 1 Category 1 0.762 -0.015 Category 1 Category 2 0.116 0.022 Category 1 Category 3 0.039 -0.009 Category 2 Category 1 0.037 -0.001 Category 2 Category 2 0.018 0.006 Category 2 Category 3 0.010 0.010 Category 3 Category 1 0.009 -0.008 Category 3 Category 2 0.005 -0.001 Category 3 Category 3 0.004 -0.004 U13 U19 Category 1 Category 1 0.773 -0.007 Category 1 Category 2 0.109 0.010 Category 1 Category 3 0.035 -0.005 Category 2 Category 1 0.038 0.008 Category 2 Category 2 0.018 0.007 Category 2 Category 3 0.009 0.001 Category 3 Category 1 0.009 -0.008 Category 3 Category 2 0.005 -0.005 Category 3 Category 3 0.004 0.001 U13 U20 Category 1 Category 1 0.794 0.002 Category 1 Category 2 0.094 0.000 Category 1 Category 3 0.029 -0.004 Category 2 Category 1 0.041 0.000 Category 2 Category 2 0.016 0.003 Category 2 Category 3 0.008 0.012 Category 3 Category 1 0.010 -0.004 Category 3 Category 2 0.005 -0.005 Category 3 Category 3 0.003 -0.003 U13 U21 Category 1 Category 1 0.822 0.009 Category 1 Category 2 0.074 0.000 Category 1 Category 3 0.021 -0.011 Category 2 Category 1 0.045 0.016 Category 2 Category 2 0.014 -0.004 Category 2 Category 3 0.006 0.004 Category 3 Category 1 0.011 -0.005 Category 3 Category 2 0.005 -0.005 Category 3 Category 3 0.003 -0.003 U14 U15 Category 1 Category 1 0.773 -0.006 Category 1 Category 2 0.084 -0.002 Category 1 Category 3 0.025 0.009 Category 2 Category 1 0.060 0.014 Category 2 Category 2 0.021 -0.012 Category 2 Category 3 0.009 -0.004 Category 3 Category 1 0.016 0.009 Category 3 Category 2 0.008 -0.003 Category 3 Category 3 0.005 -0.005 U14 U16 Category 1 Category 1 0.752 0.018 Category 1 Category 2 0.099 -0.021 Category 1 Category 3 0.031 0.004 Category 2 Category 1 0.056 0.017 Category 2 Category 2 0.023 -0.018 Category 2 Category 3 0.011 -0.001 Category 3 Category 1 0.015 0.010 Category 3 Category 2 0.008 -0.008 Category 3 Category 3 0.005 0.000 U14 U17 Category 1 Category 1 0.741 -0.021 Category 1 Category 2 0.107 0.006 Category 1 Category 3 0.034 0.015 Category 2 Category 1 0.054 0.005 Category 2 Category 2 0.024 -0.010 Category 2 Category 3 0.012 0.002 Category 3 Category 1 0.014 0.001 Category 3 Category 2 0.008 0.001 Category 3 Category 3 0.006 -0.001 U14 U18 Category 1 Category 1 0.740 -0.025 Category 1 Category 2 0.107 0.031 Category 1 Category 3 0.034 -0.005 Category 2 Category 1 0.053 0.005 Category 2 Category 2 0.024 0.000 Category 2 Category 3 0.012 -0.007 Category 3 Category 1 0.014 -0.004 Category 3 Category 2 0.008 -0.003 Category 3 Category 3 0.006 0.009 U14 U19 Category 1 Category 1 0.750 -0.021 Category 1 Category 2 0.100 0.023 Category 1 Category 3 0.031 -0.002 Category 2 Category 1 0.055 0.008 Category 2 Category 2 0.024 -0.009 Category 2 Category 3 0.011 -0.002 Category 3 Category 1 0.014 0.005 Category 3 Category 2 0.008 -0.003 Category 3 Category 3 0.005 -0.001 U14 U20 Category 1 Category 1 0.770 -0.011 Category 1 Category 2 0.086 0.012 Category 1 Category 3 0.025 -0.001 Category 2 Category 1 0.059 0.014 Category 2 Category 2 0.022 -0.012 Category 2 Category 3 0.010 -0.005 Category 3 Category 1 0.016 -0.006 Category 3 Category 2 0.008 -0.003 Category 3 Category 3 0.005 0.010 U14 U21 Category 1 Category 1 0.796 0.013 Category 1 Category 2 0.068 -0.004 Category 1 Category 3 0.018 -0.009 Category 2 Category 1 0.064 -0.001 Category 2 Category 2 0.019 -0.004 Category 2 Category 3 0.007 0.003 Category 3 Category 1 0.017 0.007 Category 3 Category 2 0.007 -0.002 Category 3 Category 3 0.004 -0.004 U15 U16 Category 1 Category 1 0.730 0.042 Category 1 Category 2 0.091 -0.027 Category 1 Category 3 0.028 0.002 Category 2 Category 1 0.072 0.000 Category 2 Category 2 0.028 -0.009 Category 2 Category 3 0.013 -0.008 Category 3 Category 1 0.020 0.003 Category 3 Category 2 0.011 -0.011 Category 3 Category 3 0.007 0.008 U15 U17 Category 1 Category 1 0.719 0.004 Category 1 Category 2 0.099 -0.010 Category 1 Category 3 0.031 0.023 Category 2 Category 1 0.070 -0.008 Category 2 Category 2 0.029 -0.005 Category 2 Category 3 0.014 -0.004 Category 3 Category 1 0.019 -0.010 Category 3 Category 2 0.011 0.013 Category 3 Category 3 0.008 -0.003 U15 U18 Category 1 Category 1 0.718 0.004 Category 1 Category 2 0.099 0.014 Category 1 Category 3 0.031 -0.001 Category 2 Category 1 0.070 -0.033 Category 2 Category 2 0.029 0.025 Category 2 Category 3 0.014 -0.009 Category 3 Category 1 0.019 0.004 Category 3 Category 2 0.011 -0.011 Category 3 Category 3 0.008 0.007 U15 U19 Category 1 Category 1 0.728 -0.005 Category 1 Category 2 0.092 0.031 Category 1 Category 3 0.028 -0.008 Category 2 Category 1 0.072 0.009 Category 2 Category 2 0.028 -0.018 Category 2 Category 3 0.013 -0.008 Category 3 Category 1 0.020 -0.011 Category 3 Category 2 0.011 -0.001 Category 3 Category 3 0.007 0.013 U15 U20 Category 1 Category 1 0.746 0.001 Category 1 Category 2 0.079 0.009 Category 1 Category 3 0.023 0.007 Category 2 Category 1 0.077 -0.010 Category 2 Category 2 0.026 -0.001 Category 2 Category 3 0.011 -0.006 Category 3 Category 1 0.022 0.007 Category 3 Category 2 0.011 -0.011 Category 3 Category 3 0.006 0.004 U15 U21 Category 1 Category 1 0.770 0.031 Category 1 Category 2 0.062 -0.008 Category 1 Category 3 0.017 -0.007 Category 2 Category 1 0.083 -0.002 Category 2 Category 2 0.022 -0.012 Category 2 Category 3 0.008 -0.003 Category 3 Category 1 0.024 -0.010 Category 3 Category 2 0.009 0.010 Category 3 Category 3 0.005 0.000 U16 U17 Category 1 Category 1 0.701 0.013 Category 1 Category 2 0.093 0.015 Category 1 Category 3 0.028 0.016 Category 2 Category 1 0.083 -0.019 Category 2 Category 2 0.033 -0.028 Category 2 Category 3 0.015 0.000 Category 3 Category 1 0.024 -0.009 Category 3 Category 2 0.014 0.011 Category 3 Category 3 0.009 0.001 U16 U18 Category 1 Category 1 0.701 -0.001 Category 1 Category 2 0.093 0.040 Category 1 Category 3 0.029 0.006 Category 2 Category 1 0.082 -0.019 Category 2 Category 2 0.033 -0.018 Category 2 Category 3 0.015 -0.010 Category 3 Category 1 0.024 -0.004 Category 3 Category 2 0.014 0.006 Category 3 Category 3 0.009 0.001 U16 U19 Category 1 Category 1 0.710 0.039 Category 1 Category 2 0.087 0.007 Category 1 Category 3 0.026 -0.001 Category 2 Category 1 0.085 -0.031 Category 2 Category 2 0.031 -0.007 Category 2 Category 3 0.014 -0.009 Category 3 Category 1 0.025 -0.015 Category 3 Category 2 0.014 0.011 Category 3 Category 3 0.008 0.006 U16 U20 Category 1 Category 1 0.727 0.027 Category 1 Category 2 0.074 0.019 Category 1 Category 3 0.021 -0.001 Category 2 Category 1 0.090 -0.027 Category 2 Category 2 0.028 -0.014 Category 2 Category 3 0.011 -0.006 Category 3 Category 1 0.027 -0.002 Category 3 Category 2 0.013 -0.008 Category 3 Category 3 0.007 0.013 U16 U21 Category 1 Category 1 0.750 0.044 Category 1 Category 2 0.058 0.001 Category 1 Category 3 0.015 0.000 Category 2 Category 1 0.098 -0.019 Category 2 Category 2 0.024 -0.019 Category 2 Category 3 0.009 -0.009 Category 3 Category 1 0.030 -0.005 Category 3 Category 2 0.011 0.008 Category 3 Category 3 0.006 -0.001 U17 U18 Category 1 Category 1 0.691 -0.006 Category 1 Category 2 0.090 -0.011 Category 1 Category 3 0.027 0.002 Category 2 Category 1 0.090 -0.026 Category 2 Category 2 0.035 0.030 Category 2 Category 3 0.015 -0.006 Category 3 Category 1 0.027 0.007 Category 3 Category 2 0.015 0.009 Category 3 Category 3 0.010 0.000 U17 U19 Category 1 Category 1 0.700 0.000 Category 1 Category 2 0.084 0.005 Category 1 Category 3 0.025 -0.020 Category 2 Category 1 0.092 -0.024 Category 2 Category 2 0.033 0.011 Category 2 Category 3 0.014 0.011 Category 3 Category 1 0.028 0.016 Category 3 Category 2 0.015 -0.005 Category 3 Category 3 0.009 0.006 U17 U20 Category 1 Category 1 0.716 -0.027 Category 1 Category 2 0.072 0.012 Category 1 Category 3 0.020 0.000 Category 2 Category 1 0.098 0.000 Category 2 Category 2 0.030 -0.005 Category 2 Category 3 0.012 0.003 Category 3 Category 1 0.030 0.024 Category 3 Category 2 0.014 -0.009 Category 3 Category 3 0.008 0.002 U17 U21 Category 1 Category 1 0.738 0.001 Category 1 Category 2 0.056 -0.006 Category 1 Category 3 0.015 -0.010 Category 2 Category 1 0.106 0.003 Category 2 Category 2 0.025 -0.005 Category 2 Category 3 0.009 0.001 Category 3 Category 1 0.034 0.016 Category 3 Category 2 0.013 0.002 Category 3 Category 3 0.006 -0.001 U18 U19 Category 1 Category 1 0.699 -0.029 Category 1 Category 2 0.084 0.020 Category 1 Category 3 0.025 -0.015 Category 2 Category 1 0.093 0.030 Category 2 Category 2 0.033 -0.004 Category 2 Category 3 0.014 0.001 Category 3 Category 1 0.028 -0.009 Category 3 Category 2 0.015 -0.005 Category 3 Category 3 0.009 0.011 U18 U20 Category 1 Category 1 0.716 -0.031 Category 1 Category 2 0.071 0.002 Category 1 Category 3 0.020 0.005 Category 2 Category 1 0.098 0.025 Category 2 Category 2 0.030 0.005 Category 2 Category 3 0.012 -0.002 Category 3 Category 1 0.031 0.004 Category 3 Category 2 0.014 -0.009 Category 3 Category 3 0.008 0.002 U18 U21 Category 1 Category 1 0.737 -0.023 Category 1 Category 2 0.055 0.004 Category 1 Category 3 0.014 -0.005 Category 2 Category 1 0.106 0.042 Category 2 Category 2 0.025 -0.015 Category 2 Category 3 0.009 0.001 Category 3 Category 1 0.034 0.001 Category 3 Category 2 0.013 0.002 Category 3 Category 3 0.006 -0.006 U19 U20 Category 1 Category 1 0.725 -0.016 Category 1 Category 2 0.074 0.010 Category 1 Category 3 0.021 -0.001 Category 2 Category 1 0.092 0.012 Category 2 Category 2 0.029 -0.004 Category 2 Category 3 0.011 0.003 Category 3 Category 1 0.028 0.002 Category 3 Category 2 0.013 -0.008 Category 3 Category 3 0.007 0.003 U19 U21 Category 1 Category 1 0.748 0.016 Category 1 Category 2 0.057 -0.013 Category 1 Category 3 0.015 -0.010 Category 2 Category 1 0.099 0.009 Category 2 Category 2 0.024 0.005 Category 2 Category 3 0.009 -0.004 Category 3 Category 1 0.031 -0.006 Category 3 Category 2 0.012 -0.002 Category 3 Category 3 0.006 0.004 U20 U21 Category 1 Category 1 0.767 0.006 Category 1 Category 2 0.061 -0.002 Category 1 Category 3 0.016 -0.006 Category 2 Category 1 0.085 0.013 Category 2 Category 2 0.022 -0.007 Category 2 Category 3 0.008 -0.008 Category 3 Category 1 0.025 0.000 Category 3 Category 2 0.010 0.000 Category 3 Category 3 0.005 0.005 UNIVARIATE DISTRIBUTION FIT FOR CLASS 3 Variable Estimated Residual (Observed-Estimated) U11 Category 1 1.000 0.000 Category 2 0.000 0.000 Category 3 0.000 0.000 U12 Category 1 1.000 0.000 Category 2 0.000 0.000 Category 3 0.000 0.000 U13 Category 1 1.000 0.000 Category 2 0.000 0.000 Category 3 0.000 0.000 U14 Category 1 1.000 0.000 Category 2 0.000 0.000 Category 3 0.000 0.000 U15 Category 1 1.000 0.000 Category 2 0.000 0.000 Category 3 0.000 0.000 U16 Category 1 1.000 0.000 Category 2 0.000 0.000 Category 3 0.000 0.000 U17 Category 1 1.000 0.000 Category 2 0.000 0.000 Category 3 0.000 0.000 U18 Category 1 1.000 0.000 Category 2 0.000 0.000 Category 3 0.000 0.000 U19 Category 1 1.000 0.000 Category 2 0.000 0.000 Category 3 0.000 0.000 U20 Category 1 1.000 0.000 Category 2 0.000 0.000 Category 3 0.000 0.000 U21 Category 1 1.000 0.000 Category 2 0.000 0.000 Category 3 0.000 0.000 BIVARIATE DISTRIBUTIONS FIT FOR CLASS 3 Variable Variable Estimated Residual (Observed-Estimated) U11 U12 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U11 U13 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U11 U14 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U11 U15 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U11 U16 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U11 U17 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U11 U18 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U11 U19 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U11 U20 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U11 U21 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U12 U13 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U12 U14 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U12 U15 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U12 U16 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U12 U17 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U12 U18 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U12 U19 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U12 U20 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U12 U21 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U13 U14 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U13 U15 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U13 U16 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U13 U17 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U13 U18 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U13 U19 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U13 U20 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U13 U21 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U14 U15 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U14 U16 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U14 U17 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U14 U18 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U14 U19 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U14 U20 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U14 U21 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U15 U16 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U15 U17 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U15 U18 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U15 U19 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U15 U20 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U15 U21 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U16 U17 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U16 U18 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U16 U19 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U16 U20 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U16 U21 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U17 U18 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U17 U19 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U17 U20 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U17 U21 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U18 U19 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U18 U20 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U18 U21 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U19 U20 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U19 U21 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 U20 U21 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 1 Category 3 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 Category 2 Category 3 0.000 0.000 Category 3 Category 1 0.000 0.000 Category 3 Category 2 0.000 0.000 Category 3 Category 3 0.000 0.000 TECHNICAL 1 OUTPUT PARAMETER SPECIFICATION FOR LATENT CLASS 1 NU U11 U12 U13 U14 U15 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU U16 U17 U18 U19 U20 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU U21 ________ 1 0 LAMBDA I S Q ________ ________ ________ U11 0 0 0 U12 0 0 0 U13 0 0 0 U14 0 0 0 U15 0 0 0 U16 0 0 0 U17 0 0 0 U18 0 0 0 U19 0 0 0 U20 0 0 0 U21 0 0 0 THETA U11 U12 U13 U14 U15 ________ ________ ________ ________ ________ U11 0 U12 0 0 U13 0 0 0 U14 0 0 0 0 U15 0 0 0 0 0 U16 0 0 0 0 0 U17 0 0 0 0 0 U18 0 0 0 0 0 U19 0 0 0 0 0 U20 0 0 0 0 0 U21 0 0 0 0 0 THETA U16 U17 U18 U19 U20 ________ ________ ________ ________ ________ U16 0 U17 0 0 U18 0 0 0 U19 0 0 0 0 U20 0 0 0 0 0 U21 0 0 0 0 0 THETA U21 ________ U21 0 ALPHA I S Q ________ ________ ________ 1 1 2 3 BETA I S Q ________ ________ ________ I 0 0 0 S 0 0 0 Q 0 0 0 PSI I S Q ________ ________ ________ I 4 S 0 0 Q 0 0 0 PARAMETER SPECIFICATION FOR LATENT CLASS 2 NU U11 U12 U13 U14 U15 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU U16 U17 U18 U19 U20 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU U21 ________ 1 0 LAMBDA I S Q ________ ________ ________ U11 0 0 0 U12 0 0 0 U13 0 0 0 U14 0 0 0 U15 0 0 0 U16 0 0 0 U17 0 0 0 U18 0 0 0 U19 0 0 0 U20 0 0 0 U21 0 0 0 THETA U11 U12 U13 U14 U15 ________ ________ ________ ________ ________ U11 0 U12 0 0 U13 0 0 0 U14 0 0 0 0 U15 0 0 0 0 0 U16 0 0 0 0 0 U17 0 0 0 0 0 U18 0 0 0 0 0 U19 0 0 0 0 0 U20 0 0 0 0 0 U21 0 0 0 0 0 THETA U16 U17 U18 U19 U20 ________ ________ ________ ________ ________ U16 0 U17 0 0 U18 0 0 0 U19 0 0 0 0 U20 0 0 0 0 0 U21 0 0 0 0 0 THETA U21 ________ U21 0 ALPHA I S Q ________ ________ ________ 1 0 5 6 BETA I S Q ________ ________ ________ I 0 0 0 S 0 0 0 Q 0 0 0 PSI I S Q ________ ________ ________ I 7 S 0 0 Q 0 0 0 PARAMETER SPECIFICATION FOR LATENT CLASS 3 NU U11 U12 U13 U14 U15 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU U16 U17 U18 U19 U20 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU U21 ________ 1 0 LAMBDA I S Q ________ ________ ________ U11 0 0 0 U12 0 0 0 U13 0 0 0 U14 0 0 0 U15 0 0 0 U16 0 0 0 U17 0 0 0 U18 0 0 0 U19 0 0 0 U20 0 0 0 U21 0 0 0 THETA U11 U12 U13 U14 U15 ________ ________ ________ ________ ________ U11 0 U12 0 0 U13 0 0 0 U14 0 0 0 0 U15 0 0 0 0 0 U16 0 0 0 0 0 U17 0 0 0 0 0 U18 0 0 0 0 0 U19 0 0 0 0 0 U20 0 0 0 0 0 U21 0 0 0 0 0 THETA U16 U17 U18 U19 U20 ________ ________ ________ ________ ________ U16 0 U17 0 0 U18 0 0 0 U19 0 0 0 0 U20 0 0 0 0 0 U21 0 0 0 0 0 THETA U21 ________ U21 0 ALPHA I S Q ________ ________ ________ 1 0 0 0 BETA I S Q ________ ________ ________ I 0 0 0 S 0 0 0 Q 0 0 0 PSI I S Q ________ ________ ________ I 0 S 0 0 Q 0 0 0 PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART TAU(U) FOR LATENT CLASS 1 U11$1 U11$2 U12$1 U12$2 U13$1 ________ ________ ________ ________ ________ 1 8 9 8 9 8 TAU(U) FOR LATENT CLASS 1 U13$2 U14$1 U14$2 U15$1 U15$2 ________ ________ ________ ________ ________ 1 9 8 9 8 9 TAU(U) FOR LATENT CLASS 1 U16$1 U16$2 U17$1 U17$2 U18$1 ________ ________ ________ ________ ________ 1 8 9 8 9 8 TAU(U) FOR LATENT CLASS 1 U18$2 U19$1 U19$2 U20$1 U20$2 ________ ________ ________ ________ ________ 1 9 8 9 8 9 TAU(U) FOR LATENT CLASS 1 U21$1 U21$2 ________ ________ 1 8 9 TAU(U) FOR LATENT CLASS 2 U11$1 U11$2 U12$1 U12$2 U13$1 ________ ________ ________ ________ ________ 1 8 9 8 9 8 TAU(U) FOR LATENT CLASS 2 U13$2 U14$1 U14$2 U15$1 U15$2 ________ ________ ________ ________ ________ 1 9 8 9 8 9 TAU(U) FOR LATENT CLASS 2 U16$1 U16$2 U17$1 U17$2 U18$1 ________ ________ ________ ________ ________ 1 8 9 8 9 8 TAU(U) FOR LATENT CLASS 2 U18$2 U19$1 U19$2 U20$1 U20$2 ________ ________ ________ ________ ________ 1 9 8 9 8 9 TAU(U) FOR LATENT CLASS 2 U21$1 U21$2 ________ ________ 1 8 9 TAU(U) FOR LATENT CLASS 3 U11$1 U11$2 U12$1 U12$2 U13$1 ________ ________ ________ ________ ________ 1 0 0 0 0 0 TAU(U) FOR LATENT CLASS 3 U13$2 U14$1 U14$2 U15$1 U15$2 ________ ________ ________ ________ ________ 1 0 0 0 0 0 TAU(U) FOR LATENT CLASS 3 U16$1 U16$2 U17$1 U17$2 U18$1 ________ ________ ________ ________ ________ 1 0 0 0 0 0 TAU(U) FOR LATENT CLASS 3 U18$2 U19$1 U19$2 U20$1 U20$2 ________ ________ ________ ________ ________ 1 0 0 0 0 0 TAU(U) FOR LATENT CLASS 3 U21$1 U21$2 ________ ________ 1 0 0 PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART ALPHA(C) C#1 C#2 C#3 ________ ________ ________ 1 10 11 0 GAMMA(C) I S Q ________ ________ ________ C#1 0 0 0 C#2 0 0 0 C#3 0 0 0 STARTING VALUES FOR LATENT CLASS 1 NU U11 U12 U13 U14 U15 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU U16 U17 U18 U19 U20 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU U21 ________ 1 0.000 LAMBDA I S Q ________ ________ ________ U11 1.000 -0.600 0.360 U12 1.000 -0.500 0.250 U13 1.000 -0.400 0.160 U14 1.000 -0.300 0.090 U15 1.000 -0.200 0.040 U16 1.000 -0.100 0.010 U17 1.000 0.000 0.000 U18 1.000 0.100 0.010 U19 1.000 0.200 0.040 U20 1.000 0.300 0.090 U21 1.000 0.400 0.160 THETA U11 U12 U13 U14 U15 ________ ________ ________ ________ ________ U11 1.000 U12 0.000 1.000 U13 0.000 0.000 1.000 U14 0.000 0.000 0.000 1.000 U15 0.000 0.000 0.000 0.000 1.000 U16 0.000 0.000 0.000 0.000 0.000 U17 0.000 0.000 0.000 0.000 0.000 U18 0.000 0.000 0.000 0.000 0.000 U19 0.000 0.000 0.000 0.000 0.000 U20 0.000 0.000 0.000 0.000 0.000 U21 0.000 0.000 0.000 0.000 0.000 THETA U16 U17 U18 U19 U20 ________ ________ ________ ________ ________ U16 1.000 U17 0.000 1.000 U18 0.000 0.000 1.000 U19 0.000 0.000 0.000 1.000 U20 0.000 0.000 0.000 0.000 1.000 U21 0.000 0.000 0.000 0.000 0.000 THETA U21 ________ U21 1.000 ALPHA I S Q ________ ________ ________ 1 2.000 0.000 0.000 BETA I S Q ________ ________ ________ I 0.000 0.000 0.000 S 0.000 0.000 0.000 Q 0.000 0.000 0.000 PSI I S Q ________ ________ ________ I 0.050 S 0.000 0.000 Q 0.000 0.000 0.000 STARTING VALUES FOR LATENT CLASS 2 NU U11 U12 U13 U14 U15 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU U16 U17 U18 U19 U20 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU U21 ________ 1 0.000 LAMBDA I S Q ________ ________ ________ U11 1.000 -0.600 0.360 U12 1.000 -0.500 0.250 U13 1.000 -0.400 0.160 U14 1.000 -0.300 0.090 U15 1.000 -0.200 0.040 U16 1.000 -0.100 0.010 U17 1.000 0.000 0.000 U18 1.000 0.100 0.010 U19 1.000 0.200 0.040 U20 1.000 0.300 0.090 U21 1.000 0.400 0.160 THETA U11 U12 U13 U14 U15 ________ ________ ________ ________ ________ U11 1.000 U12 0.000 1.000 U13 0.000 0.000 1.000 U14 0.000 0.000 0.000 1.000 U15 0.000 0.000 0.000 0.000 1.000 U16 0.000 0.000 0.000 0.000 0.000 U17 0.000 0.000 0.000 0.000 0.000 U18 0.000 0.000 0.000 0.000 0.000 U19 0.000 0.000 0.000 0.000 0.000 U20 0.000 0.000 0.000 0.000 0.000 U21 0.000 0.000 0.000 0.000 0.000 THETA U16 U17 U18 U19 U20 ________ ________ ________ ________ ________ U16 1.000 U17 0.000 1.000 U18 0.000 0.000 1.000 U19 0.000 0.000 0.000 1.000 U20 0.000 0.000 0.000 0.000 1.000 U21 0.000 0.000 0.000 0.000 0.000 THETA U21 ________ U21 1.000 ALPHA I S Q ________ ________ ________ 1 0.000 0.000 0.000 BETA I S Q ________ ________ ________ I 0.000 0.000 0.000 S 0.000 0.000 0.000 Q 0.000 0.000 0.000 PSI I S Q ________ ________ ________ I 0.050 S 0.000 0.000 Q 0.000 0.000 0.000 STARTING VALUES FOR LATENT CLASS 3 NU U11 U12 U13 U14 U15 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU U16 U17 U18 U19 U20 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU U21 ________ 1 0.000 LAMBDA I S Q ________ ________ ________ U11 1.000 -0.600 0.360 U12 1.000 -0.500 0.250 U13 1.000 -0.400 0.160 U14 1.000 -0.300 0.090 U15 1.000 -0.200 0.040 U16 1.000 -0.100 0.010 U17 1.000 0.000 0.000 U18 1.000 0.100 0.010 U19 1.000 0.200 0.040 U20 1.000 0.300 0.090 U21 1.000 0.400 0.160 THETA U11 U12 U13 U14 U15 ________ ________ ________ ________ ________ U11 1.000 U12 0.000 1.000 U13 0.000 0.000 1.000 U14 0.000 0.000 0.000 1.000 U15 0.000 0.000 0.000 0.000 1.000 U16 0.000 0.000 0.000 0.000 0.000 U17 0.000 0.000 0.000 0.000 0.000 U18 0.000 0.000 0.000 0.000 0.000 U19 0.000 0.000 0.000 0.000 0.000 U20 0.000 0.000 0.000 0.000 0.000 U21 0.000 0.000 0.000 0.000 0.000 THETA U16 U17 U18 U19 U20 ________ ________ ________ ________ ________ U16 1.000 U17 0.000 1.000 U18 0.000 0.000 1.000 U19 0.000 0.000 0.000 1.000 U20 0.000 0.000 0.000 0.000 1.000 U21 0.000 0.000 0.000 0.000 0.000 THETA U21 ________ U21 1.000 ALPHA I S Q ________ ________ ________ 1 0.000 0.000 0.000 BETA I S Q ________ ________ ________ I 0.000 0.000 0.000 S 0.000 0.000 0.000 Q 0.000 0.000 0.000 PSI I S Q ________ ________ ________ I 0.000 S 0.000 0.000 Q 0.000 0.000 0.000 STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART TAU(U) FOR LATENT CLASS 1 U11$1 U11$2 U12$1 U12$2 U13$1 ________ ________ ________ ________ ________ 1 2.210 3.700 2.210 3.700 2.210 TAU(U) FOR LATENT CLASS 1 U13$2 U14$1 U14$2 U15$1 U15$2 ________ ________ ________ ________ ________ 1 3.700 2.210 3.700 2.210 3.700 TAU(U) FOR LATENT CLASS 1 U16$1 U16$2 U17$1 U17$2 U18$1 ________ ________ ________ ________ ________ 1 2.210 3.700 2.210 3.700 2.210 TAU(U) FOR LATENT CLASS 1 U18$2 U19$1 U19$2 U20$1 U20$2 ________ ________ ________ ________ ________ 1 3.700 2.210 3.700 2.210 3.700 TAU(U) FOR LATENT CLASS 1 U21$1 U21$2 ________ ________ 1 2.210 3.700 TAU(U) FOR LATENT CLASS 2 U11$1 U11$2 U12$1 U12$2 U13$1 ________ ________ ________ ________ ________ 1 2.210 3.700 2.210 3.700 2.210 TAU(U) FOR LATENT CLASS 2 U13$2 U14$1 U14$2 U15$1 U15$2 ________ ________ ________ ________ ________ 1 3.700 2.210 3.700 2.210 3.700 TAU(U) FOR LATENT CLASS 2 U16$1 U16$2 U17$1 U17$2 U18$1 ________ ________ ________ ________ ________ 1 2.210 3.700 2.210 3.700 2.210 TAU(U) FOR LATENT CLASS 2 U18$2 U19$1 U19$2 U20$1 U20$2 ________ ________ ________ ________ ________ 1 3.700 2.210 3.700 2.210 3.700 TAU(U) FOR LATENT CLASS 2 U21$1 U21$2 ________ ________ 1 2.210 3.700 TAU(U) FOR LATENT CLASS 3 U11$1 U11$2 U12$1 U12$2 U13$1 ________ ________ ________ ________ ________ 1 15.000 16.000 15.000 16.000 15.000 TAU(U) FOR LATENT CLASS 3 U13$2 U14$1 U14$2 U15$1 U15$2 ________ ________ ________ ________ ________ 1 16.000 15.000 16.000 15.000 16.000 TAU(U) FOR LATENT CLASS 3 U16$1 U16$2 U17$1 U17$2 U18$1 ________ ________ ________ ________ ________ 1 15.000 16.000 15.000 16.000 15.000 TAU(U) FOR LATENT CLASS 3 U18$2 U19$1 U19$2 U20$1 U20$2 ________ ________ ________ ________ ________ 1 16.000 15.000 16.000 15.000 16.000 TAU(U) FOR LATENT CLASS 3 U21$1 U21$2 ________ ________ 1 15.000 16.000 STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART ALPHA(C) C#1 C#2 C#3 ________ ________ ________ 1 0.000 0.000 0.000 GAMMA(C) I S Q ________ ________ ________ C#1 0.000 0.000 0.000 C#2 0.000 0.000 0.000 C#3 0.000 0.000 0.000 TECHNICAL 7 OUTPUT UNIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 1 Variable U11 Category 1 0.999 Category 2 0.001 Category 3 0.000 U12 Category 1 0.910 Category 2 0.090 Category 3 0.000 U13 Category 1 0.720 Category 2 0.136 Category 3 0.144 U14 Category 1 0.451 Category 2 0.548 Category 3 0.000 U15 Category 1 0.713 Category 2 0.194 Category 3 0.094 U16 Category 1 0.840 Category 2 0.085 Category 3 0.075 U17 Category 1 0.996 Category 2 0.003 Category 3 0.001 U18 Category 1 1.000 Category 2 0.000 Category 3 0.000 U19 Category 1 1.000 Category 2 0.000 Category 3 0.000 U20 Category 1 1.000 Category 2 0.000 Category 3 0.000 U21 Category 1 1.000 Category 2 0.000 Category 3 0.000 BIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 1 Variable Variable U11 U12 Category 1 Category 1 0.909 Category 1 Category 2 0.090 Category 1 Category 3 0.000 Category 2 Category 1 0.001 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U11 U13 Category 1 Category 1 0.719 Category 1 Category 2 0.136 Category 1 Category 3 0.144 Category 2 Category 1 0.001 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U11 U14 Category 1 Category 1 0.451 Category 1 Category 2 0.548 Category 1 Category 3 0.000 Category 2 Category 1 0.001 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U11 U15 Category 1 Category 1 0.712 Category 1 Category 2 0.194 Category 1 Category 3 0.094 Category 2 Category 1 0.001 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U11 U16 Category 1 Category 1 0.840 Category 1 Category 2 0.085 Category 1 Category 3 0.075 Category 2 Category 1 0.001 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U11 U17 Category 1 Category 1 0.995 Category 1 Category 2 0.003 Category 1 Category 3 0.001 Category 2 Category 1 0.001 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U11 U18 Category 1 Category 1 0.999 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.001 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U11 U19 Category 1 Category 1 0.999 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.001 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U11 U20 Category 1 Category 1 0.999 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.001 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U11 U21 Category 1 Category 1 0.999 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.001 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U12 U13 Category 1 Category 1 0.698 Category 1 Category 2 0.136 Category 1 Category 3 0.075 Category 2 Category 1 0.021 Category 2 Category 2 0.000 Category 2 Category 3 0.069 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U12 U14 Category 1 Category 1 0.430 Category 1 Category 2 0.479 Category 1 Category 3 0.000 Category 2 Category 1 0.021 Category 2 Category 2 0.069 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U12 U15 Category 1 Category 1 0.625 Category 1 Category 2 0.194 Category 1 Category 3 0.091 Category 2 Category 1 0.088 Category 2 Category 2 0.000 Category 2 Category 3 0.003 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U12 U16 Category 1 Category 1 0.755 Category 1 Category 2 0.080 Category 1 Category 3 0.075 Category 2 Category 1 0.086 Category 2 Category 2 0.005 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U12 U17 Category 1 Category 1 0.908 Category 1 Category 2 0.001 Category 1 Category 3 0.001 Category 2 Category 1 0.088 Category 2 Category 2 0.003 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U12 U18 Category 1 Category 1 0.909 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.090 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U12 U19 Category 1 Category 1 0.910 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.090 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U12 U20 Category 1 Category 1 0.910 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.090 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U12 U21 Category 1 Category 1 0.910 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.090 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U13 U14 Category 1 Category 1 0.432 Category 1 Category 2 0.288 Category 1 Category 3 0.000 Category 2 Category 1 0.020 Category 2 Category 2 0.116 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.144 Category 3 Category 3 0.000 U13 U15 Category 1 Category 1 0.577 Category 1 Category 2 0.125 Category 1 Category 3 0.019 Category 2 Category 1 0.067 Category 2 Category 2 0.069 Category 2 Category 3 0.000 Category 3 Category 1 0.069 Category 3 Category 2 0.000 Category 3 Category 3 0.075 U13 U16 Category 1 Category 1 0.683 Category 1 Category 2 0.037 Category 1 Category 3 0.000 Category 2 Category 1 0.089 Category 2 Category 2 0.047 Category 2 Category 3 0.000 Category 3 Category 1 0.069 Category 3 Category 2 0.000 Category 3 Category 3 0.075 U13 U17 Category 1 Category 1 0.715 Category 1 Category 2 0.003 Category 1 Category 3 0.001 Category 2 Category 1 0.136 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.144 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U13 U18 Category 1 Category 1 0.720 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.136 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.144 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U13 U19 Category 1 Category 1 0.720 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.136 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.144 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U13 U20 Category 1 Category 1 0.720 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.136 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.144 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U13 U21 Category 1 Category 1 0.720 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.136 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.144 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U14 U15 Category 1 Category 1 0.399 Category 1 Category 2 0.034 Category 1 Category 3 0.019 Category 2 Category 1 0.314 Category 2 Category 2 0.159 Category 2 Category 3 0.075 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U14 U16 Category 1 Category 1 0.430 Category 1 Category 2 0.021 Category 1 Category 3 0.000 Category 2 Category 1 0.410 Category 2 Category 2 0.063 Category 2 Category 3 0.075 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U14 U17 Category 1 Category 1 0.448 Category 1 Category 2 0.003 Category 1 Category 3 0.000 Category 2 Category 1 0.547 Category 2 Category 2 0.000 Category 2 Category 3 0.001 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U14 U18 Category 1 Category 1 0.451 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.548 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U14 U19 Category 1 Category 1 0.451 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.548 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U14 U20 Category 1 Category 1 0.451 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.548 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U14 U21 Category 1 Category 1 0.451 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.548 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U15 U16 Category 1 Category 1 0.637 Category 1 Category 2 0.076 Category 1 Category 3 0.000 Category 2 Category 1 0.185 Category 2 Category 2 0.009 Category 2 Category 3 0.000 Category 3 Category 1 0.019 Category 3 Category 2 0.000 Category 3 Category 3 0.075 U15 U17 Category 1 Category 1 0.711 Category 1 Category 2 0.001 Category 1 Category 3 0.001 Category 2 Category 1 0.194 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.091 Category 3 Category 2 0.003 Category 3 Category 3 0.000 U15 U18 Category 1 Category 1 0.712 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.194 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.094 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U15 U19 Category 1 Category 1 0.713 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.194 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.094 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U15 U20 Category 1 Category 1 0.713 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.194 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.094 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U15 U21 Category 1 Category 1 0.713 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.194 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.094 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U16 U17 Category 1 Category 1 0.836 Category 1 Category 2 0.003 Category 1 Category 3 0.001 Category 2 Category 1 0.085 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.075 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U16 U18 Category 1 Category 1 0.840 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.085 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.075 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U16 U19 Category 1 Category 1 0.840 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.085 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.075 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U16 U20 Category 1 Category 1 0.840 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.085 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.075 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U16 U21 Category 1 Category 1 0.840 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.085 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.075 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U17 U18 Category 1 Category 1 0.995 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.003 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.001 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U17 U19 Category 1 Category 1 0.996 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.003 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.001 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U17 U20 Category 1 Category 1 0.996 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.003 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.001 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U17 U21 Category 1 Category 1 0.996 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.003 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.001 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U18 U19 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U18 U20 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U18 U21 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U19 U20 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U19 U21 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U20 U21 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 UNIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 2 Variable U11 Category 1 0.966 Category 2 0.025 Category 3 0.010 U12 Category 1 0.947 Category 2 0.044 Category 3 0.010 U13 Category 1 0.914 Category 2 0.080 Category 3 0.006 U14 Category 1 0.882 Category 2 0.088 Category 3 0.030 U15 Category 1 0.865 Category 2 0.096 Category 3 0.038 U16 Category 1 0.867 Category 2 0.083 Category 3 0.049 U17 Category 1 0.793 Category 2 0.138 Category 3 0.069 U18 Category 1 0.783 Category 2 0.168 Category 3 0.049 U19 Category 1 0.813 Category 2 0.143 Category 3 0.044 U20 Category 1 0.842 Category 2 0.113 Category 3 0.044 U21 Category 1 0.896 Category 2 0.084 Category 3 0.020 BIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 2 Variable Variable U11 U12 Category 1 Category 1 0.927 Category 1 Category 2 0.029 Category 1 Category 3 0.010 Category 2 Category 1 0.015 Category 2 Category 2 0.010 Category 2 Category 3 0.000 Category 3 Category 1 0.005 Category 3 Category 2 0.005 Category 3 Category 3 0.000 U11 U13 Category 1 Category 1 0.895 Category 1 Category 2 0.070 Category 1 Category 3 0.001 Category 2 Category 1 0.010 Category 2 Category 2 0.010 Category 2 Category 3 0.005 Category 3 Category 1 0.010 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U11 U14 Category 1 Category 1 0.867 Category 1 Category 2 0.078 Category 1 Category 3 0.020 Category 2 Category 1 0.010 Category 2 Category 2 0.010 Category 2 Category 3 0.005 Category 3 Category 1 0.005 Category 3 Category 2 0.000 Category 3 Category 3 0.005 U11 U15 Category 1 Category 1 0.841 Category 1 Category 2 0.091 Category 1 Category 3 0.033 Category 2 Category 1 0.020 Category 2 Category 2 0.000 Category 2 Category 3 0.005 Category 3 Category 1 0.005 Category 3 Category 2 0.005 Category 3 Category 3 0.000 U11 U16 Category 1 Category 1 0.857 Category 1 Category 2 0.083 Category 1 Category 3 0.025 Category 2 Category 1 0.005 Category 2 Category 2 0.000 Category 2 Category 3 0.020 Category 3 Category 1 0.005 Category 3 Category 2 0.000 Category 3 Category 3 0.005 U11 U17 Category 1 Category 1 0.783 Category 1 Category 2 0.123 Category 1 Category 3 0.059 Category 2 Category 1 0.005 Category 2 Category 2 0.010 Category 2 Category 3 0.010 Category 3 Category 1 0.005 Category 3 Category 2 0.005 Category 3 Category 3 0.000 U11 U18 Category 1 Category 1 0.768 Category 1 Category 2 0.153 Category 1 Category 3 0.044 Category 2 Category 1 0.005 Category 2 Category 2 0.015 Category 2 Category 3 0.005 Category 3 Category 1 0.010 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U11 U19 Category 1 Category 1 0.803 Category 1 Category 2 0.133 Category 1 Category 3 0.030 Category 2 Category 1 0.005 Category 2 Category 2 0.005 Category 2 Category 3 0.015 Category 3 Category 1 0.005 Category 3 Category 2 0.005 Category 3 Category 3 0.000 U11 U20 Category 1 Category 1 0.827 Category 1 Category 2 0.104 Category 1 Category 3 0.035 Category 2 Category 1 0.015 Category 2 Category 2 0.005 Category 2 Category 3 0.005 Category 3 Category 1 0.000 Category 3 Category 2 0.005 Category 3 Category 3 0.005 U11 U21 Category 1 Category 1 0.872 Category 1 Category 2 0.079 Category 1 Category 3 0.015 Category 2 Category 1 0.015 Category 2 Category 2 0.005 Category 2 Category 3 0.005 Category 3 Category 1 0.010 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U12 U13 Category 1 Category 1 0.876 Category 1 Category 2 0.065 Category 1 Category 3 0.005 Category 2 Category 1 0.033 Category 2 Category 2 0.010 Category 2 Category 3 0.001 Category 3 Category 1 0.005 Category 3 Category 2 0.005 Category 3 Category 3 0.000 U12 U14 Category 1 Category 1 0.849 Category 1 Category 2 0.078 Category 1 Category 3 0.020 Category 2 Category 1 0.028 Category 2 Category 2 0.010 Category 2 Category 3 0.005 Category 3 Category 1 0.005 Category 3 Category 2 0.000 Category 3 Category 3 0.005 U12 U15 Category 1 Category 1 0.837 Category 1 Category 2 0.081 Category 1 Category 3 0.029 Category 2 Category 1 0.024 Category 2 Category 2 0.010 Category 2 Category 3 0.010 Category 3 Category 1 0.005 Category 3 Category 2 0.005 Category 3 Category 3 0.000 U12 U16 Category 1 Category 1 0.833 Category 1 Category 2 0.074 Category 1 Category 3 0.040 Category 2 Category 1 0.029 Category 2 Category 2 0.005 Category 2 Category 3 0.010 Category 3 Category 1 0.005 Category 3 Category 2 0.005 Category 3 Category 3 0.000 U12 U17 Category 1 Category 1 0.769 Category 1 Category 2 0.118 Category 1 Category 3 0.059 Category 2 Category 1 0.019 Category 2 Category 2 0.020 Category 2 Category 3 0.005 Category 3 Category 1 0.005 Category 3 Category 2 0.000 Category 3 Category 3 0.005 U12 U18 Category 1 Category 1 0.754 Category 1 Category 2 0.153 Category 1 Category 3 0.039 Category 2 Category 1 0.029 Category 2 Category 2 0.010 Category 2 Category 3 0.005 Category 3 Category 1 0.000 Category 3 Category 2 0.005 Category 3 Category 3 0.005 U12 U19 Category 1 Category 1 0.784 Category 1 Category 2 0.128 Category 1 Category 3 0.035 Category 2 Category 1 0.029 Category 2 Category 2 0.005 Category 2 Category 3 0.010 Category 3 Category 1 0.000 Category 3 Category 2 0.010 Category 3 Category 3 0.000 U12 U20 Category 1 Category 1 0.809 Category 1 Category 2 0.099 Category 1 Category 3 0.039 Category 2 Category 1 0.029 Category 2 Category 2 0.015 Category 2 Category 3 0.000 Category 3 Category 1 0.005 Category 3 Category 2 0.000 Category 3 Category 3 0.005 U12 U21 Category 1 Category 1 0.858 Category 1 Category 2 0.069 Category 1 Category 3 0.020 Category 2 Category 1 0.034 Category 2 Category 2 0.010 Category 2 Category 3 0.000 Category 3 Category 1 0.005 Category 3 Category 2 0.005 Category 3 Category 3 0.000 U13 U14 Category 1 Category 1 0.839 Category 1 Category 2 0.070 Category 1 Category 3 0.005 Category 2 Category 1 0.043 Category 2 Category 2 0.017 Category 2 Category 3 0.020 Category 3 Category 1 0.000 Category 3 Category 2 0.001 Category 3 Category 3 0.005 U13 U15 Category 1 Category 1 0.800 Category 1 Category 2 0.076 Category 1 Category 3 0.038 Category 2 Category 1 0.060 Category 2 Category 2 0.020 Category 2 Category 3 0.000 Category 3 Category 1 0.005 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U13 U16 Category 1 Category 1 0.798 Category 1 Category 2 0.081 Category 1 Category 3 0.035 Category 2 Category 1 0.068 Category 2 Category 2 0.002 Category 2 Category 3 0.010 Category 3 Category 1 0.001 Category 3 Category 2 0.000 Category 3 Category 3 0.005 U13 U17 Category 1 Category 1 0.747 Category 1 Category 2 0.108 Category 1 Category 3 0.059 Category 2 Category 1 0.046 Category 2 Category 2 0.025 Category 2 Category 3 0.010 Category 3 Category 1 0.001 Category 3 Category 2 0.005 Category 3 Category 3 0.000 U13 U18 Category 1 Category 1 0.747 Category 1 Category 2 0.138 Category 1 Category 3 0.030 Category 2 Category 1 0.036 Category 2 Category 2 0.025 Category 2 Category 3 0.020 Category 3 Category 1 0.001 Category 3 Category 2 0.005 Category 3 Category 3 0.000 U13 U19 Category 1 Category 1 0.766 Category 1 Category 2 0.118 Category 1 Category 3 0.030 Category 2 Category 1 0.046 Category 2 Category 2 0.025 Category 2 Category 3 0.010 Category 3 Category 1 0.001 Category 3 Category 2 0.000 Category 3 Category 3 0.005 U13 U20 Category 1 Category 1 0.796 Category 1 Category 2 0.094 Category 1 Category 3 0.025 Category 2 Category 1 0.041 Category 2 Category 2 0.020 Category 2 Category 3 0.020 Category 3 Category 1 0.006 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U13 U21 Category 1 Category 1 0.830 Category 1 Category 2 0.074 Category 1 Category 3 0.010 Category 2 Category 1 0.060 Category 2 Category 2 0.010 Category 2 Category 3 0.010 Category 3 Category 1 0.006 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U14 U15 Category 1 Category 1 0.767 Category 1 Category 2 0.082 Category 1 Category 3 0.033 Category 2 Category 1 0.074 Category 2 Category 2 0.010 Category 2 Category 3 0.005 Category 3 Category 1 0.025 Category 3 Category 2 0.005 Category 3 Category 3 0.000 U14 U16 Category 1 Category 1 0.770 Category 1 Category 2 0.078 Category 1 Category 3 0.035 Category 2 Category 1 0.072 Category 2 Category 2 0.006 Category 2 Category 3 0.010 Category 3 Category 1 0.025 Category 3 Category 2 0.000 Category 3 Category 3 0.005 U14 U17 Category 1 Category 1 0.720 Category 1 Category 2 0.113 Category 1 Category 3 0.049 Category 2 Category 1 0.059 Category 2 Category 2 0.015 Category 2 Category 3 0.015 Category 3 Category 1 0.015 Category 3 Category 2 0.010 Category 3 Category 3 0.005 U14 U18 Category 1 Category 1 0.714 Category 1 Category 2 0.138 Category 1 Category 3 0.030 Category 2 Category 1 0.059 Category 2 Category 2 0.025 Category 2 Category 3 0.005 Category 3 Category 1 0.010 Category 3 Category 2 0.005 Category 3 Category 3 0.015 U14 U19 Category 1 Category 1 0.729 Category 1 Category 2 0.123 Category 1 Category 3 0.030 Category 2 Category 1 0.064 Category 2 Category 2 0.015 Category 2 Category 3 0.010 Category 3 Category 1 0.020 Category 3 Category 2 0.005 Category 3 Category 3 0.005 U14 U20 Category 1 Category 1 0.759 Category 1 Category 2 0.099 Category 1 Category 3 0.025 Category 2 Category 1 0.074 Category 2 Category 2 0.010 Category 2 Category 3 0.005 Category 3 Category 1 0.010 Category 3 Category 2 0.005 Category 3 Category 3 0.015 U14 U21 Category 1 Category 1 0.808 Category 1 Category 2 0.064 Category 1 Category 3 0.010 Category 2 Category 1 0.064 Category 2 Category 2 0.015 Category 2 Category 3 0.010 Category 3 Category 1 0.025 Category 3 Category 2 0.005 Category 3 Category 3 0.000 U15 U16 Category 1 Category 1 0.772 Category 1 Category 2 0.064 Category 1 Category 3 0.030 Category 2 Category 1 0.072 Category 2 Category 2 0.019 Category 2 Category 3 0.005 Category 3 Category 1 0.023 Category 3 Category 2 0.000 Category 3 Category 3 0.015 U15 U17 Category 1 Category 1 0.723 Category 1 Category 2 0.089 Category 1 Category 3 0.054 Category 2 Category 1 0.062 Category 2 Category 2 0.025 Category 2 Category 3 0.010 Category 3 Category 1 0.009 Category 3 Category 2 0.024 Category 3 Category 3 0.005 U15 U18 Category 1 Category 1 0.722 Category 1 Category 2 0.113 Category 1 Category 3 0.030 Category 2 Category 1 0.037 Category 2 Category 2 0.054 Category 2 Category 3 0.005 Category 3 Category 1 0.024 Category 3 Category 2 0.000 Category 3 Category 3 0.015 U15 U19 Category 1 Category 1 0.722 Category 1 Category 2 0.123 Category 1 Category 3 0.020 Category 2 Category 1 0.081 Category 2 Category 2 0.010 Category 2 Category 3 0.005 Category 3 Category 1 0.009 Category 3 Category 2 0.010 Category 3 Category 3 0.020 U15 U20 Category 1 Category 1 0.747 Category 1 Category 2 0.089 Category 1 Category 3 0.030 Category 2 Category 1 0.067 Category 2 Category 2 0.025 Category 2 Category 3 0.005 Category 3 Category 1 0.029 Category 3 Category 2 0.000 Category 3 Category 3 0.010 U15 U21 Category 1 Category 1 0.801 Category 1 Category 2 0.054 Category 1 Category 3 0.010 Category 2 Category 1 0.081 Category 2 Category 2 0.010 Category 2 Category 3 0.005 Category 3 Category 1 0.014 Category 3 Category 2 0.020 Category 3 Category 3 0.005 U16 U17 Category 1 Category 1 0.715 Category 1 Category 2 0.108 Category 1 Category 3 0.044 Category 2 Category 1 0.064 Category 2 Category 2 0.005 Category 2 Category 3 0.015 Category 3 Category 1 0.015 Category 3 Category 2 0.025 Category 3 Category 3 0.010 U16 U18 Category 1 Category 1 0.700 Category 1 Category 2 0.133 Category 1 Category 3 0.034 Category 2 Category 1 0.064 Category 2 Category 2 0.015 Category 2 Category 3 0.005 Category 3 Category 1 0.020 Category 3 Category 2 0.020 Category 3 Category 3 0.010 U16 U19 Category 1 Category 1 0.749 Category 1 Category 2 0.094 Category 1 Category 3 0.025 Category 2 Category 1 0.054 Category 2 Category 2 0.025 Category 2 Category 3 0.005 Category 3 Category 1 0.010 Category 3 Category 2 0.025 Category 3 Category 3 0.015 U16 U20 Category 1 Category 1 0.754 Category 1 Category 2 0.094 Category 1 Category 3 0.020 Category 2 Category 1 0.064 Category 2 Category 2 0.015 Category 2 Category 3 0.005 Category 3 Category 1 0.025 Category 3 Category 2 0.005 Category 3 Category 3 0.020 U16 U21 Category 1 Category 1 0.793 Category 1 Category 2 0.059 Category 1 Category 3 0.015 Category 2 Category 1 0.078 Category 2 Category 2 0.005 Category 2 Category 3 0.000 Category 3 Category 1 0.025 Category 3 Category 2 0.020 Category 3 Category 3 0.005 U17 U18 Category 1 Category 1 0.685 Category 1 Category 2 0.079 Category 1 Category 3 0.030 Category 2 Category 1 0.064 Category 2 Category 2 0.064 Category 2 Category 3 0.010 Category 3 Category 1 0.034 Category 3 Category 2 0.025 Category 3 Category 3 0.010 U17 U19 Category 1 Category 1 0.699 Category 1 Category 2 0.089 Category 1 Category 3 0.005 Category 2 Category 1 0.069 Category 2 Category 2 0.044 Category 2 Category 3 0.025 Category 3 Category 1 0.044 Category 3 Category 2 0.010 Category 3 Category 3 0.015 U17 U20 Category 1 Category 1 0.690 Category 1 Category 2 0.084 Category 1 Category 3 0.020 Category 2 Category 1 0.098 Category 2 Category 2 0.025 Category 2 Category 3 0.015 Category 3 Category 1 0.054 Category 3 Category 2 0.005 Category 3 Category 3 0.010 U17 U21 Category 1 Category 1 0.739 Category 1 Category 2 0.049 Category 1 Category 3 0.005 Category 2 Category 1 0.108 Category 2 Category 2 0.020 Category 2 Category 3 0.010 Category 3 Category 1 0.049 Category 3 Category 2 0.015 Category 3 Category 3 0.005 U18 U19 Category 1 Category 1 0.670 Category 1 Category 2 0.104 Category 1 Category 3 0.010 Category 2 Category 1 0.123 Category 2 Category 2 0.030 Category 2 Category 3 0.015 Category 3 Category 1 0.020 Category 3 Category 2 0.010 Category 3 Category 3 0.020 U18 U20 Category 1 Category 1 0.684 Category 1 Category 2 0.074 Category 1 Category 3 0.025 Category 2 Category 1 0.123 Category 2 Category 2 0.035 Category 2 Category 3 0.010 Category 3 Category 1 0.034 Category 3 Category 2 0.005 Category 3 Category 3 0.010 U18 U21 Category 1 Category 1 0.714 Category 1 Category 2 0.059 Category 1 Category 3 0.010 Category 2 Category 1 0.148 Category 2 Category 2 0.010 Category 2 Category 3 0.010 Category 3 Category 1 0.034 Category 3 Category 2 0.015 Category 3 Category 3 0.000 U19 U20 Category 1 Category 1 0.709 Category 1 Category 2 0.084 Category 1 Category 3 0.020 Category 2 Category 1 0.104 Category 2 Category 2 0.025 Category 2 Category 3 0.015 Category 3 Category 1 0.030 Category 3 Category 2 0.005 Category 3 Category 3 0.010 U19 U21 Category 1 Category 1 0.763 Category 1 Category 2 0.044 Category 1 Category 3 0.005 Category 2 Category 1 0.108 Category 2 Category 2 0.030 Category 2 Category 3 0.005 Category 3 Category 1 0.025 Category 3 Category 2 0.010 Category 3 Category 3 0.010 U20 U21 Category 1 Category 1 0.773 Category 1 Category 2 0.059 Category 1 Category 3 0.010 Category 2 Category 1 0.099 Category 2 Category 2 0.015 Category 2 Category 3 0.000 Category 3 Category 1 0.025 Category 3 Category 2 0.010 Category 3 Category 3 0.010 UNIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 3 Variable U11 Category 1 1.000 Category 2 0.000 Category 3 0.000 U12 Category 1 1.000 Category 2 0.000 Category 3 0.000 U13 Category 1 1.000 Category 2 0.000 Category 3 0.000 U14 Category 1 1.000 Category 2 0.000 Category 3 0.000 U15 Category 1 1.000 Category 2 0.000 Category 3 0.000 U16 Category 1 1.000 Category 2 0.000 Category 3 0.000 U17 Category 1 1.000 Category 2 0.000 Category 3 0.000 U18 Category 1 1.000 Category 2 0.000 Category 3 0.000 U19 Category 1 1.000 Category 2 0.000 Category 3 0.000 U20 Category 1 1.000 Category 2 0.000 Category 3 0.000 U21 Category 1 1.000 Category 2 0.000 Category 3 0.000 BIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 3 Variable Variable U11 U12 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U11 U13 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U11 U14 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U11 U15 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U11 U16 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U11 U17 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U11 U18 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U11 U19 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U11 U20 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U11 U21 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U12 U13 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U12 U14 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U12 U15 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U12 U16 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U12 U17 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U12 U18 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U12 U19 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U12 U20 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U12 U21 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U13 U14 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U13 U15 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U13 U16 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U13 U17 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U13 U18 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U13 U19 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U13 U20 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U13 U21 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U14 U15 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U14 U16 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U14 U17 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U14 U18 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U14 U19 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U14 U20 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U14 U21 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U15 U16 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U15 U17 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U15 U18 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U15 U19 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U15 U20 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U15 U21 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U16 U17 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U16 U18 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U16 U19 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U16 U20 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U16 U21 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U17 U18 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U17 U19 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U17 U20 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U17 U21 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U18 U19 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U18 U20 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U18 U21 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U19 U20 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U19 U21 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 U20 U21 Category 1 Category 1 1.000 Category 1 Category 2 0.000 Category 1 Category 3 0.000 Category 2 Category 1 0.000 Category 2 Category 2 0.000 Category 2 Category 3 0.000 Category 3 Category 1 0.000 Category 3 Category 2 0.000 Category 3 Category 3 0.000 TECHNICAL 8 OUTPUT INITIAL STAGE ITERATIONS TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.11859863D+04 0.0000000 0.0000000 45.791 146.202 EM 211.007 2 -0.10807722D+04 105.2140988 0.0887144 41.364 143.028 EM 218.608 3 -0.10742292D+04 6.5430615 0.0060541 34.620 169.096 FS 199.284 4 -0.10722829D+04 1.9462379 0.0018118 21.162 173.946 FS 207.892 5 -0.10719145D+04 0.3684515 0.0003436 20.842 174.841 EM 207.317 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.28581488D+04 0.0000000 0.0000000 0.895 74.989 EM 327.117 2 -0.24043152D+04 453.8336123 0.1587859 78.729 8.276 FS 315.995 3 -0.21259882D+04 278.3270104 0.1157614 77.675 9.733 FS 315.591 4 -0.18849366D+04 241.0516701 0.1133834 56.329 61.420 FS 285.251 5 -0.17616756D+04 123.2609994 0.0653927 42.549 79.210 FS 281.241 6 -0.16428299D+04 118.8456978 0.0674617 47.733 75.456 FS 279.811 7 -0.15222724D+04 120.5574072 0.0733840 61.271 62.516 FS 279.213 8 -0.14330825D+04 89.1899479 0.0585900 58.942 65.856 FS 278.202 9 -0.13374156D+04 95.6669135 0.0667560 44.840 79.925 FS 278.235 10 -0.12388465D+04 98.5690995 0.0737012 50.917 75.261 FS 276.823 11 -0.11638445D+04 75.0019433 0.0605418 33.857 96.989 FS 272.154 12 -0.11093003D+04 54.5442320 0.0468656 10.155 141.662 FS 251.183 13 -0.10843402D+04 24.9601568 0.0225008 0.004 208.986 FS 194.009 14 -0.10725610D+04 11.7791812 0.0108630 0.028 209.640 EM 193.332 15 -0.10718038D+04 0.7571296 0.0007059 0.424 209.649 EM 192.928 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19872519D+04 0.0000000 0.0000000 19.909 96.131 EM 286.960 2 -0.13002891D+04 686.9627727 0.3456848 51.254 73.211 EM 278.536 3 -0.12594003D+04 40.8888297 0.0314460 34.984 91.668 FS 276.349 4 -0.11653922D+04 94.0080649 0.0746451 30.870 100.432 FS 271.698 5 -0.11006083D+04 64.7838736 0.0555898 17.558 126.931 FS 258.511 6 -0.10768850D+04 23.7233447 0.0215548 1.656 180.433 FS 220.910 7 -0.10709272D+04 5.9577712 0.0055324 2.951 180.506 EM 219.543 8 -0.10692196D+04 1.7076263 0.0015945 4.584 179.891 EM 218.525 9 -0.10680349D+04 1.1846673 0.0011080 5.931 179.448 EM 217.620 10 -0.10675598D+04 0.4751141 0.0004448 6.808 179.466 EM 216.726 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14425915D+04 0.0000000 0.0000000 102.298 26.500 EM 274.203 2 -0.12831706D+04 159.4209057 0.1105101 75.188 51.241 EM 276.570 3 -0.12033472D+04 79.8233086 0.0622079 48.410 79.198 EM 275.392 4 -0.11415560D+04 61.7912722 0.0513495 29.158 101.065 EM 272.777 5 -0.11050272D+04 36.5288187 0.0319991 18.620 115.465 EM 268.915 6 -0.10878572D+04 17.1699569 0.0155380 13.563 124.960 EM 264.477 7 -0.10805961D+04 7.2610775 0.0066747 11.241 131.649 EM 260.110 8 -0.10774368D+04 3.1592870 0.0029237 10.201 136.664 EM 256.135 9 -0.10758688D+04 1.5680578 0.0014554 9.763 140.616 EM 252.621 10 -0.10749536D+04 0.9151736 0.0008506 9.609 143.861 EM 249.530 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15737446D+04 0.0000000 0.0000000 17.145 110.576 EM 275.279 2 -0.12488555D+04 324.8891448 0.2064434 6.356 118.806 EM 277.837 3 -0.11620907D+04 86.7647474 0.0694754 2.508 124.605 EM 275.888 4 -0.11179604D+04 44.1303600 0.0379750 1.240 129.252 EM 272.508 5 -0.10970426D+04 20.9177700 0.0187107 0.849 133.876 EM 268.274 6 -0.10869492D+04 10.0933815 0.0092005 0.817 138.383 EM 263.801 7 -0.10814804D+04 5.4688065 0.0050313 1.049 142.465 EM 259.486 8 -0.10780611D+04 3.4193357 0.0031617 1.452 146.010 EM 255.538 9 -0.10760187D+04 2.0423538 0.0018945 1.734 149.271 EM 251.996 10 -0.10747231D+04 1.2956371 0.0012041 1.859 152.359 EM 248.782 11 -0.10737361D+04 0.9869925 0.0009184 1.890 155.277 EM 245.833 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14487344D+04 0.0000000 0.0000000 0.006 149.843 EM 253.151 2 -0.12851545D+04 163.5798847 0.1129123 0.461 148.250 FS 254.289 3 -0.12802197D+04 4.9348086 0.0038399 0.000 150.720 FS 252.280 4 -0.11700619D+04 110.1578043 0.0860460 0.000 156.237 EM 246.763 5 -0.11429015D+04 27.1603285 0.0232127 0.000 153.599 EM 249.401 6 -0.11240005D+04 18.9010290 0.0165378 0.000 150.549 EM 252.451 7 -0.11086911D+04 15.3094311 0.0136205 0.000 148.814 EM 254.186 8 -0.10969926D+04 11.6984890 0.0105516 0.000 148.524 EM 254.476 9 -0.10886906D+04 8.3019704 0.0075679 0.000 149.391 EM 253.609 10 -0.10831965D+04 5.4940878 0.0050465 0.000 151.067 EM 251.933 11 -0.10797368D+04 3.4597270 0.0031940 0.000 153.237 EM 249.763 12 -0.10775976D+04 2.1392526 0.0019813 0.000 155.657 EM 247.343 13 -0.10762546D+04 1.3429228 0.0012462 0.000 158.159 EM 244.841 14 -0.10753767D+04 0.8779733 0.0008158 0.000 160.637 EM 242.363 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15922327D+04 0.0000000 0.0000000 352.945 32.666 EM 17.389 2 -0.14144208D+04 177.8119443 0.1116746 331.400 25.001 EM 46.600 3 -0.12006401D+04 213.7806751 0.1511436 267.839 1.988 FS 133.172 4 -0.11894994D+04 11.1407188 0.0092790 267.934 0.000 FS 135.066 5 -0.11645077D+04 24.9917389 0.0210103 176.448 0.000 FS 226.552 6 -0.11150450D+04 49.4626673 0.0424752 189.458 0.000 FS 213.542 7 -0.10877530D+04 27.2920057 0.0244761 184.612 0.000 FS 218.388 8 -0.10760441D+04 11.7088845 0.0107643 184.486 0.000 FS 218.514 9 -0.10729873D+04 3.0568448 0.0028408 193.853 0.000 FS 209.147 10 -0.10723173D+04 0.6699452 0.0006244 205.696 0.000 FS 197.304 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.22521510D+04 0.0000000 0.0000000 72.357 65.286 EM 265.357 2 -0.21809159D+04 71.2350404 0.0316298 124.676 0.012 FS 278.313 3 -0.21502038D+04 30.7121130 0.0140822 127.739 0.000 FS 275.261 4 -0.10845503D+04 1065.6535229 0.4956058 140.501 0.000 EM 262.499 5 -0.10759474D+04 8.6028858 0.0079322 164.804 0.000 FS 238.196 6 -0.10726059D+04 3.3414901 0.0031056 193.909 0.000 FS 209.091 7 -0.10722273D+04 0.3786697 0.0003530 208.008 0.000 FS 194.992 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14263390D+04 0.0000000 0.0000000 42.947 292.305 EM 67.748 2 -0.12323806D+04 193.9584565 0.1359834 18.720 235.256 FS 149.025 3 -0.11559009D+04 76.4796743 0.0620585 38.939 205.778 FS 158.283 4 -0.11274150D+04 28.4859136 0.0246439 21.570 153.919 FS 227.511 5 -0.11073727D+04 20.0422528 0.0177772 25.685 149.831 FS 227.484 6 -0.10957856D+04 11.5871791 0.0104637 34.122 143.725 FS 225.152 7 -0.10870439D+04 8.7416765 0.0079775 60.038 121.250 FS 221.711 8 -0.10815745D+04 5.4693363 0.0050314 59.364 126.379 FS 217.257 9 -0.10770710D+04 4.5035180 0.0041639 65.869 112.400 FS 224.731 10 -0.10744059D+04 2.6651169 0.0024744 67.289 125.280 FS 210.431 11 -0.10725954D+04 1.8105453 0.0016852 77.451 102.827 FS 222.721 12 -0.10711310D+04 1.4643307 0.0013652 83.283 111.711 FS 208.006 13 -0.10709024D+04 0.2286240 0.0002134 84.857 110.663 EM 207.480 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15921599D+04 0.0000000 0.0000000 1.600 264.200 EM 137.201 2 -0.10997414D+04 492.4185720 0.3092771 1.401 282.930 EM 118.669 3 -0.10844827D+04 15.2586741 0.0138748 1.308 291.143 EM 110.549 4 -0.10791374D+04 5.3452971 0.0049289 1.260 295.098 EM 106.643 5 -0.10766569D+04 2.4804584 0.0022986 1.234 297.110 EM 104.656 6 -0.10753353D+04 1.3216186 0.0012275 1.221 298.141 EM 103.638 7 -0.10745785D+04 0.7568677 0.0007038 1.215 298.623 EM 103.161 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15075441D+04 0.0000000 0.0000000 374.513 11.761 EM 16.726 2 -0.11758009D+04 331.7432163 0.2200554 352.342 17.677 EM 32.980 3 -0.11218652D+04 53.9357300 0.0458715 332.038 21.382 EM 49.580 4 -0.10963841D+04 25.4810947 0.0227132 315.471 23.843 EM 63.686 5 -0.10850379D+04 11.3462002 0.0103487 303.554 24.836 EM 74.610 6 -0.10808844D+04 4.1534767 0.0038280 295.588 24.524 EM 82.888 7 -0.10804903D+04 0.3940888 0.0003646 291.242 22.456 EM 89.302 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12545175D+04 0.0000000 0.0000000 148.949 60.021 EM 194.030 2 -0.11308173D+04 123.7001217 0.0986037 158.855 46.450 EM 197.695 3 -0.10990844D+04 31.7329709 0.0280620 163.765 38.249 EM 200.986 4 -0.10871295D+04 11.9549137 0.0108772 166.524 32.594 EM 203.881 5 -0.10802964D+04 6.8330819 0.0062854 168.149 28.717 EM 206.134 6 -0.10760227D+04 4.2737084 0.0039561 169.219 26.091 EM 207.690 7 -0.10734375D+04 2.5851689 0.0024025 170.060 24.319 EM 208.621 8 -0.10719254D+04 1.5121313 0.0014087 170.826 23.123 EM 209.051 9 -0.10710627D+04 0.8626297 0.0008047 171.577 22.314 EM 209.109 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13727844D+04 0.0000000 0.0000000 99.869 52.471 EM 250.660 2 -0.12207447D+04 152.0396795 0.1107528 76.962 62.004 EM 264.033 3 -0.12010868D+04 19.6579395 0.0161032 0.907 153.519 FS 248.574 4 -0.11592865D+04 41.8002911 0.0348021 0.963 146.171 EM 255.866 5 -0.11356304D+04 23.6560473 0.0204057 1.210 142.840 EM 258.950 6 -0.11167447D+04 18.8857498 0.0166302 1.821 141.221 EM 259.958 7 -0.11019526D+04 14.7921106 0.0132457 2.825 140.720 EM 259.454 8 -0.10913234D+04 10.6291629 0.0096458 4.149 141.021 EM 257.830 9 -0.10843196D+04 7.0038117 0.0064177 5.654 141.881 EM 255.465 10 -0.10799799D+04 4.3397589 0.0040023 7.207 143.100 EM 252.693 11 -0.10773531D+04 2.6267125 0.0024322 8.713 144.517 EM 249.770 12 -0.10757412D+04 1.6119308 0.0014962 10.124 146.010 EM 246.866 13 -0.10747118D+04 1.0294073 0.0009569 11.420 147.500 EM 244.080 14 -0.10740203D+04 0.6915297 0.0006435 12.601 148.937 EM 241.462 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17123739D+04 0.0000000 0.0000000 55.253 68.619 EM 279.129 2 -0.15194503D+04 192.9236171 0.1126644 0.018 124.991 FS 277.992 3 -0.10985987D+04 420.8515494 0.2769762 0.005 140.057 EM 262.938 4 -0.10878161D+04 10.7826264 0.0098149 0.002 144.120 EM 258.878 5 -0.10826578D+04 5.1582913 0.0047419 0.001 147.228 EM 255.771 6 -0.10795302D+04 3.1276067 0.0028888 0.001 150.324 EM 252.676 7 -0.10775955D+04 1.9346729 0.0017921 0.000 153.390 EM 249.610 8 -0.10763480D+04 1.2475401 0.0011577 0.000 156.348 EM 246.652 9 -0.10755002D+04 0.8477896 0.0007877 0.000 159.153 EM 243.847 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15793473D+04 0.0000000 0.0000000 94.958 36.142 EM 271.901 2 -0.10911053D+04 488.2419508 0.3091416 107.189 46.770 EM 249.041 3 -0.10786290D+04 12.4763253 0.0114346 108.411 51.824 EM 242.765 4 -0.10759116D+04 2.7173478 0.0025193 108.388 55.360 EM 239.252 5 -0.10745090D+04 1.4026189 0.0013037 108.454 57.974 EM 236.572 6 -0.10737034D+04 0.8056123 0.0007497 108.676 59.942 EM 234.382 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.11848941D+04 0.0000000 0.0000000 9.020 382.372 EM 11.609 2 -0.11229002D+04 61.9938793 0.0523202 9.970 377.058 EM 15.971 3 -0.11030680D+04 19.8322201 0.0176616 10.907 371.750 EM 20.343 4 -0.10945397D+04 8.5282141 0.0077314 11.818 366.704 EM 24.478 5 -0.10891126D+04 5.4271070 0.0049583 12.667 362.067 EM 28.266 6 -0.10852924D+04 3.8202509 0.0035077 13.429 357.899 EM 31.672 7 -0.10824994D+04 2.7929954 0.0025735 14.094 354.203 EM 34.703 8 -0.10804098D+04 2.0895681 0.0019303 14.661 350.952 EM 37.387 9 -0.10788282D+04 1.5815935 0.0014639 15.138 348.101 EM 39.760 10 -0.10776268D+04 1.2014586 0.0011137 15.534 345.604 EM 41.862 11 -0.10767150D+04 0.9117660 0.0008461 15.861 343.411 EM 43.728 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15261793D+04 0.0000000 0.0000000 64.896 61.145 EM 276.959 2 -0.14927701D+04 33.4091608 0.0218907 67.859 56.539 FS 278.602 3 -0.13763870D+04 116.3831568 0.0779646 68.618 56.605 FS 277.777 4 -0.12694178D+04 106.9692098 0.0777174 69.464 57.780 FS 275.756 5 -0.11792777D+04 90.1400313 0.0710090 70.857 62.186 FS 269.956 6 -0.11142759D+04 65.0018510 0.0551201 75.067 75.199 FS 252.734 7 -0.10816755D+04 32.6003695 0.0292570 78.254 116.068 FS 208.678 8 -0.10702977D+04 11.3778606 0.0105187 34.265 199.442 FS 169.293 9 -0.10695412D+04 0.7564412 0.0007068 28.597 190.167 FS 184.236 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15291828D+04 0.0000000 0.0000000 102.804 21.821 EM 278.375 2 -0.15119508D+04 17.2320065 0.0112688 124.791 0.054 FS 278.155 3 -0.13432877D+04 168.6630426 0.1115533 125.263 0.093 EM 277.644 4 -0.12795342D+04 63.7535354 0.0474608 125.626 0.028 EM 277.346 5 -0.12167411D+04 62.7930727 0.0490749 126.525 0.008 EM 276.467 6 -0.11642736D+04 52.4675239 0.0431214 128.184 0.003 EM 274.814 7 -0.11273394D+04 36.9342393 0.0317230 130.773 0.001 EM 272.226 8 -0.11046923D+04 22.6470966 0.0200890 134.179 0.001 EM 268.820 9 -0.10919221D+04 12.7701908 0.0115600 138.074 0.001 EM 264.925 10 -0.10848944D+04 7.0276367 0.0064360 142.117 0.003 EM 260.880 11 -0.10809212D+04 3.9732210 0.0036623 146.063 0.011 EM 256.926 12 -0.10785157D+04 2.4054985 0.0022254 149.756 0.055 EM 253.189 13 -0.10767918D+04 1.7239562 0.0015985 152.992 0.276 EM 249.732 14 -0.10750440D+04 1.7478059 0.0016232 155.580 0.786 EM 246.634 15 -0.10737417D+04 1.3023072 0.0012114 157.907 1.102 EM 243.991 16 -0.10730550D+04 0.6867046 0.0006395 160.102 1.274 EM 241.624 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14429558D+04 0.0000000 0.0000000 0.449 165.791 EM 236.761 2 -0.14364841D+04 6.4716751 0.0044850 0.000 170.219 FS 232.781 3 -0.11707644D+04 265.7197461 0.1849792 0.000 154.041 EM 248.959 4 -0.11462906D+04 24.4737832 0.0209041 0.000 147.575 EM 255.425 5 -0.11262581D+04 20.0325004 0.0174759 0.000 144.839 EM 258.161 6 -0.11099886D+04 16.2694695 0.0144456 0.000 144.097 EM 258.903 7 -0.10976498D+04 12.3388486 0.0111162 0.000 144.738 EM 258.262 8 -0.10890289D+04 8.6208506 0.0078539 0.000 146.366 EM 256.634 9 -0.10834280D+04 5.6009301 0.0051430 0.000 148.637 EM 254.363 10 -0.10799467D+04 3.4812974 0.0032132 0.000 151.262 EM 251.738 11 -0.10777990D+04 2.1476732 0.0019887 0.000 154.025 EM 248.975 12 -0.10764395D+04 1.3595201 0.0012614 0.000 156.784 EM 246.216 13 -0.10755379D+04 0.9016095 0.0008376 0.000 159.457 EM 243.543 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17076459D+04 0.0000000 0.0000000 13.718 129.185 EM 260.097 2 -0.14893297D+04 218.3161850 0.1278463 0.012 129.590 FS 273.398 3 -0.13512939D+04 138.0358378 0.0926832 0.000 124.750 EM 278.249 4 -0.13386900D+04 12.6038678 0.0093273 0.000 124.782 FS 278.218 5 -0.11785209D+04 160.1690729 0.1196461 0.000 126.251 EM 276.749 6 -0.11260536D+04 52.4673531 0.0445197 0.000 129.352 EM 273.648 7 -0.11013397D+04 24.7138542 0.0219473 0.000 133.475 EM 269.525 8 -0.10894917D+04 11.8480375 0.0107578 0.000 137.970 EM 265.030 9 -0.10834484D+04 6.0433391 0.0055469 0.000 142.408 EM 260.592 10 -0.10800894D+04 3.3590079 0.0031003 0.000 146.585 EM 256.415 11 -0.10780534D+04 2.0360050 0.0018850 0.000 150.434 EM 252.566 12 -0.10767240D+04 1.3293853 0.0012331 0.000 153.951 EM 249.049 13 -0.10758032D+04 0.9207377 0.0008551 0.000 157.160 EM 245.840 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.30443027D+04 0.0000000 0.0000000 79.799 4.436 EM 318.765 2 -0.27247622D+04 319.5405592 0.1049635 80.146 4.931 FS 317.923 3 -0.25416755D+04 183.0866699 0.0671936 74.006 7.031 FS 321.964 4 -0.18888267D+04 652.8487970 0.2568576 99.775 16.624 EM 286.602 5 -0.18813978D+04 7.4288907 0.0039331 109.798 13.657 FS 279.545 6 -0.16185369D+04 262.8609370 0.1397158 63.697 60.355 FS 278.949 7 -0.14315180D+04 187.0188881 0.1155481 42.139 82.538 FS 278.323 8 -0.13021071D+04 129.4108840 0.0904012 40.890 85.598 FS 276.513 9 -0.12255882D+04 76.5189195 0.0587655 21.710 103.912 FS 277.378 10 -0.11015263D+04 124.0618799 0.1012264 22.150 112.630 EM 268.220 11 -0.10900424D+04 11.4838927 0.0104254 22.144 116.988 EM 263.868 12 -0.10836722D+04 6.3701919 0.0058440 22.382 120.763 EM 259.854 13 -0.10799749D+04 3.6973409 0.0034119 22.815 124.198 EM 255.988 14 -0.10776873D+04 2.2875772 0.0021182 23.381 127.283 EM 252.336 15 -0.10761658D+04 1.5215318 0.0014118 24.042 130.021 EM 248.937 16 -0.10750874D+04 1.0783470 0.0010020 24.770 132.434 EM 245.795 17 -0.10742848D+04 0.8026595 0.0007466 25.546 134.557 EM 242.897 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 21 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14166301D+04 0.0000000 0.0000000 154.424 1.432 EM 247.144 2 -0.12546798D+04 161.9502566 0.1143208 154.117 1.955 FS 246.929 3 -0.11610085D+04 93.6712911 0.0746575 145.911 0.701 EM 256.388 4 -0.11236918D+04 37.3167171 0.0321416 143.376 0.408 EM 259.217 5 -0.11060631D+04 17.6287342 0.0156882 143.117 0.376 EM 259.506 6 -0.10944564D+04 11.6066250 0.0104936 144.118 0.463 EM 258.419 7 -0.10865719D+04 7.8845072 0.0072040 145.957 0.586 EM 256.457 8 -0.10815359D+04 5.0360827 0.0046348 148.348 0.687 EM 253.965 9 -0.10784217D+04 3.1141423 0.0028794 151.039 0.755 EM 251.205 10 -0.10764894D+04 1.9322706 0.0017918 153.833 0.801 EM 248.366 11 -0.10752503D+04 1.2391842 0.0011511 156.600 0.832 EM 245.568 12 -0.10744153D+04 0.8349319 0.0007765 159.266 0.854 EM 242.880 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 22 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17331739D+04 0.0000000 0.0000000 0.520 123.938 EM 278.543 2 -0.15697489D+04 163.4250840 0.0942924 12.141 116.005 FS 274.853 3 -0.15272142D+04 42.5346538 0.0270965 0.000 124.359 FS 278.641 4 -0.14727417D+04 54.4724857 0.0356679 0.000 126.054 FS 276.946 5 -0.13779882D+04 94.7535573 0.0643382 0.000 129.010 FS 273.990 6 -0.12918828D+04 86.1053794 0.0624863 0.000 136.409 FS 266.591 7 -0.12190606D+04 72.8222058 0.0563691 0.000 152.167 FS 250.833 8 -0.11593485D+04 59.7120815 0.0489820 0.000 177.862 FS 225.138 9 -0.11138937D+04 45.4547703 0.0392072 0.000 201.744 FS 201.256 10 -0.10851778D+04 28.7158872 0.0257797 0.000 206.719 FS 196.281 11 -0.10738571D+04 11.3207011 0.0104321 0.000 202.328 FS 200.672 12 -0.10722626D+04 1.5945819 0.0014849 0.000 205.548 FS 197.452 13 -0.10722030D+04 0.0595754 0.0000556 0.000 210.180 FS 192.820 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 23 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14407033D+04 0.0000000 0.0000000 55.672 94.246 EM 253.082 2 -0.13809349D+04 59.7683907 0.0414856 25.744 121.309 FS 255.947 3 -0.13220771D+04 58.8578184 0.0426217 0.286 135.658 FS 267.056 4 -0.12859183D+04 36.1588099 0.0273500 0.000 150.150 FS 252.850 5 -0.12122889D+04 73.6294058 0.0572582 0.000 176.659 FS 226.341 6 -0.11545891D+04 57.6997711 0.0475957 0.000 203.922 FS 199.078 7 -0.11112912D+04 43.2979542 0.0375007 0.000 212.286 FS 190.714 8 -0.10845085D+04 26.7826206 0.0241005 0.000 203.407 FS 199.593 9 -0.10737710D+04 10.7375311 0.0099008 0.000 199.650 FS 203.350 10 -0.10722382D+04 1.5327574 0.0014275 0.000 205.424 FS 197.576 11 -0.10721983D+04 0.0399283 0.0000372 0.000 210.703 FS 192.297 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 24 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.20810041D+04 0.0000000 0.0000000 14.498 255.091 EM 133.411 2 -0.18605638D+04 220.4402460 0.1059298 9.765 260.942 FS 132.292 3 -0.15346974D+04 325.8663918 0.1751439 4.191 218.538 FS 180.271 4 -0.12824055D+04 252.2919468 0.1643920 3.723 223.533 FS 175.745 5 -0.12216168D+04 60.7887049 0.0474021 0.001 273.807 FS 129.192 6 -0.12027831D+04 18.8337463 0.0154171 0.000 303.616 FS 99.384 7 -0.11515811D+04 51.2019032 0.0425695 0.000 294.082 FS 108.918 8 -0.11200249D+04 31.5562704 0.0274026 0.000 221.287 FS 181.713 9 -0.10965128D+04 23.5120280 0.0209924 0.000 215.828 FS 187.172 10 -0.10832444D+04 13.2684140 0.0121006 0.000 207.335 FS 195.665 11 -0.10763123D+04 6.9320858 0.0063994 0.000 206.599 FS 196.401 12 -0.10733365D+04 2.9758440 0.0027649 0.000 209.304 FS 193.696 13 -0.10724086D+04 0.9279120 0.0008645 0.000 212.269 FS 190.731 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 25 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16075376D+04 0.0000000 0.0000000 3.304 120.991 EM 278.705 2 -0.14960034D+04 111.5342630 0.0693821 15.813 108.562 FS 278.625 3 -0.12279533D+04 268.0500285 0.1791774 63.491 63.178 EM 276.331 4 -0.11676720D+04 60.2812830 0.0490909 134.545 3.403 FS 265.053 5 -0.10812942D+04 86.3778913 0.0739744 141.661 4.129 EM 257.210 6 -0.10776184D+04 3.6757037 0.0033994 145.138 4.888 EM 252.974 7 -0.10762097D+04 1.4087538 0.0013073 147.990 5.662 EM 249.348 8 -0.10752367D+04 0.9730377 0.0009041 150.446 6.453 EM 246.101 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 26 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14899843D+04 0.0000000 0.0000000 56.310 70.583 EM 276.107 2 -0.11995053D+04 290.4789532 0.1949544 38.288 93.355 EM 271.358 3 -0.11426848D+04 56.8204982 0.0473699 23.288 110.094 EM 269.618 4 -0.11115608D+04 31.1240772 0.0272377 14.959 121.015 EM 267.026 5 -0.10939689D+04 17.5918959 0.0158263 10.666 128.547 EM 263.787 6 -0.10845842D+04 9.3846674 0.0085786 8.496 134.296 EM 260.208 7 -0.10796989D+04 4.8853113 0.0045043 7.404 139.005 EM 256.591 8 -0.10770904D+04 2.6085205 0.0024160 6.846 143.024 EM 253.130 9 -0.10755997D+04 1.4906844 0.0013840 6.540 146.551 EM 249.909 10 -0.10746682D+04 0.9314960 0.0008660 6.341 149.715 EM 246.945 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 27 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16394376D+04 0.0000000 0.0000000 14.268 112.529 EM 276.203 2 -0.14506550D+04 188.7826775 0.1151509 26.747 100.067 FS 276.186 3 -0.12978043D+04 152.8506244 0.1053666 0.011 129.439 FS 273.549 4 -0.11013888D+04 196.4155503 0.1513445 0.014 134.583 EM 268.404 5 -0.10899536D+04 11.4352172 0.0103825 0.015 138.511 EM 264.474 6 -0.10826783D+04 7.2753010 0.0066749 0.017 143.330 EM 259.653 7 -0.10791436D+04 3.5347036 0.0032648 0.020 147.978 EM 255.002 8 -0.10772349D+04 1.9086865 0.0017687 0.022 152.139 EM 250.838 9 -0.10760671D+04 1.1677649 0.0010840 0.025 155.814 EM 247.161 10 -0.10752837D+04 0.7833663 0.0007280 0.030 159.070 EM 243.900 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 28 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.18564862D+04 0.0000000 0.0000000 119.123 3.942 EM 279.935 2 -0.18120092D+04 44.4770115 0.0239576 118.154 5.135 FS 279.712 3 -0.12948349D+04 517.1743120 0.2854148 102.855 22.945 EM 277.200 4 -0.11719274D+04 122.9074848 0.0949214 77.453 52.230 EM 273.318 5 -0.11073109D+04 64.6164753 0.0551369 60.246 75.704 EM 267.051 6 -0.10841647D+04 23.1462504 0.0209031 51.212 90.774 EM 261.014 7 -0.10766993D+04 7.4653165 0.0068858 46.672 99.984 EM 256.344 8 -0.10741282D+04 2.5711382 0.0023880 44.422 105.591 EM 252.987 9 -0.10731160D+04 1.0122031 0.0009423 43.351 109.079 EM 250.570 10 -0.10726545D+04 0.4615458 0.0004301 42.899 111.333 EM 248.768 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 29 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.25161429D+04 0.0000000 0.0000000 0.000 111.828 EM 291.172 2 -0.24006599D+04 115.4829744 0.0458968 0.000 112.274 FS 290.726 3 -0.24003161D+04 0.3438248 0.0001432 0.000 111.775 FS 291.225 4 -0.21387722D+04 261.5438636 0.1089623 0.000 112.887 FS 290.113 5 -0.20892269D+04 49.5452975 0.0231653 0.000 118.497 FS 284.503 6 -0.19389718D+04 150.2550986 0.0719190 0.000 121.728 FS 281.272 7 -0.18173675D+04 121.6043550 0.0627159 0.000 123.177 FS 279.823 8 -0.16998772D+04 117.4903189 0.0646486 0.000 123.849 FS 279.151 9 -0.15893691D+04 110.5080306 0.0650094 0.000 124.391 FS 278.609 10 -0.14879359D+04 101.4332006 0.0638198 0.000 125.429 FS 277.571 11 -0.13942201D+04 93.7157809 0.0629837 0.000 128.226 FS 274.774 12 -0.13092594D+04 84.9607838 0.0609379 0.000 136.064 FS 266.936 13 -0.12377131D+04 71.5462809 0.0546464 0.000 155.366 FS 247.634 14 -0.11828752D+04 54.8378597 0.0443058 0.000 186.920 FS 216.080 15 -0.11421403D+04 40.7349416 0.0344372 0.000 206.784 FS 196.216 16 -0.11130411D+04 29.0991638 0.0254777 0.000 200.519 FS 202.481 17 -0.10940141D+04 19.0270431 0.0170946 0.000 193.846 FS 209.154 18 -0.10826724D+04 11.3416311 0.0103670 0.000 193.445 FS 209.555 19 -0.10764616D+04 6.2108158 0.0057366 0.000 197.087 FS 205.913 20 -0.10735007D+04 2.9609239 0.0027506 0.000 203.523 FS 199.477 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 30 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13534359D+04 0.0000000 0.0000000 76.198 154.670 EM 172.132 2 -0.13015607D+04 51.8751765 0.0383285 37.953 87.834 FS 277.212 3 -0.11910714D+04 110.4892414 0.0848898 5.475 120.737 FS 276.789 4 -0.11437166D+04 47.3548403 0.0397582 3.208 126.062 FS 273.729 5 -0.10858717D+04 57.8449085 0.0505763 2.695 136.120 EM 264.185 6 -0.10807263D+04 5.1454427 0.0047385 2.696 141.199 EM 259.105 7 -0.10780006D+04 2.7256172 0.0025220 2.869 145.295 EM 254.836 8 -0.10762680D+04 1.7326400 0.0016073 3.129 148.848 EM 251.024 9 -0.10750733D+04 1.1946917 0.0011100 3.430 151.982 EM 247.587 10 -0.10742053D+04 0.8680536 0.0008074 3.743 154.782 EM 244.475 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 31 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12327189D+04 0.0000000 0.0000000 13.162 164.713 EM 225.125 2 -0.11189521D+04 113.7667726 0.0922893 0.073 226.944 FS 175.983 3 -0.10847344D+04 34.2177118 0.0305801 0.045 247.471 EM 155.484 4 -0.10754168D+04 9.3176335 0.0085898 0.020 256.139 EM 146.842 5 -0.10734515D+04 1.9653072 0.0018275 0.013 259.709 EM 143.278 6 -0.10729420D+04 0.5094838 0.0004746 0.006 260.792 EM 142.201 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 32 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14152132D+04 0.0000000 0.0000000 21.384 277.835 EM 103.781 2 -0.13181504D+04 97.0627916 0.0685853 6.926 136.832 FS 259.242 3 -0.10920882D+04 226.0621839 0.1714995 7.356 160.776 EM 234.869 4 -0.10802881D+04 11.8001467 0.0108051 6.893 167.170 EM 228.937 5 -0.10765267D+04 3.7614022 0.0034819 6.593 168.764 EM 227.643 6 -0.10743911D+04 2.1355215 0.0019837 6.505 169.292 EM 227.202 7 -0.10730741D+04 1.3170696 0.0012259 6.579 169.739 EM 226.682 8 -0.10722560D+04 0.8180353 0.0007623 6.758 170.308 EM 225.934 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 33 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19730751D+04 0.0000000 0.0000000 0.946 377.057 EM 24.997 2 -0.13960132D+04 577.0619213 0.2924683 0.015 328.300 EM 74.685 3 -0.12923800D+04 103.6332445 0.0742351 0.000 253.231 EM 149.769 4 -0.12073160D+04 85.0639414 0.0658196 0.000 195.393 EM 207.607 5 -0.11625598D+04 44.7561674 0.0370708 0.000 167.669 EM 235.331 6 -0.11366679D+04 25.8919040 0.0222715 0.000 156.462 EM 246.538 7 -0.11185475D+04 18.1203980 0.0159417 0.000 151.706 EM 251.294 8 -0.11044418D+04 14.1057050 0.0126107 0.000 149.830 EM 253.170 9 -0.10939353D+04 10.5065119 0.0095130 0.000 149.653 EM 253.347 10 -0.10866335D+04 7.3018153 0.0066748 0.000 150.619 EM 252.381 11 -0.10818738D+04 4.7597341 0.0043803 0.000 152.336 EM 250.664 12 -0.10788985D+04 2.9753229 0.0027502 0.000 154.497 EM 248.503 13 -0.10770571D+04 1.8413243 0.0017067 0.000 156.874 EM 246.126 14 -0.10758923D+04 1.1647864 0.0010815 0.000 159.313 EM 243.687 15 -0.10751219D+04 0.7704512 0.0007161 0.000 161.720 EM 241.280 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 34 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16413242D+04 0.0000000 0.0000000 272.520 41.028 EM 89.451 2 -0.11062844D+04 535.0397660 0.3259805 262.402 63.320 EM 77.278 3 -0.10822985D+04 23.9859154 0.0216815 254.304 74.637 EM 74.059 4 -0.10774718D+04 4.8267688 0.0044597 248.611 80.820 EM 73.569 5 -0.10756388D+04 1.8329235 0.0017011 244.686 84.283 EM 74.031 6 -0.10747232D+04 0.9156404 0.0008513 241.843 86.361 EM 74.796 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 35 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13035219D+04 0.0000000 0.0000000 40.712 144.780 EM 217.508 2 -0.12816294D+04 21.8925115 0.0167949 4.869 130.201 FS 267.930 3 -0.12296305D+04 51.9988516 0.0405725 0.000 132.044 FS 270.956 4 -0.11438348D+04 85.7957052 0.0697736 0.000 165.651 FS 237.349 5 -0.10930858D+04 50.7490284 0.0443674 0.000 183.297 EM 219.703 6 -0.10830298D+04 10.0559922 0.0091996 0.000 187.262 EM 215.738 7 -0.10788931D+04 4.1366556 0.0038195 0.000 187.211 EM 215.789 8 -0.10764014D+04 2.4916940 0.0023095 0.000 186.395 EM 216.605 9 -0.10748384D+04 1.5630263 0.0014521 0.000 185.776 EM 217.224 10 -0.10738849D+04 0.9534991 0.0008871 0.000 185.537 EM 217.463 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 36 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14331908D+04 0.0000000 0.0000000 23.230 107.413 EM 272.356 2 -0.11548219D+04 278.3689413 0.1942302 28.006 103.829 EM 271.165 3 -0.11163505D+04 38.4713604 0.0333137 39.130 94.703 EM 269.166 4 -0.10953093D+04 21.0412011 0.0188482 50.920 86.084 EM 265.996 5 -0.10837258D+04 11.5834617 0.0105755 61.179 79.721 EM 262.100 6 -0.10779553D+04 5.7705422 0.0053247 69.234 75.474 EM 258.292 7 -0.10751397D+04 2.8155529 0.0026119 75.240 72.752 EM 255.008 8 -0.10737362D+04 1.4035790 0.0013055 79.599 71.066 EM 252.334 9 -0.10730106D+04 0.7255243 0.0006757 82.718 70.077 EM 250.205 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 37 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17591878D+04 0.0000000 0.0000000 60.799 66.600 EM 275.601 2 -0.16591463D+04 100.0414627 0.0568680 125.125 1.724 FS 276.151 3 -0.14423377D+04 216.8086365 0.1306748 122.649 5.408 EM 274.943 4 -0.12667608D+04 175.5768165 0.1217307 118.271 12.443 EM 272.286 5 -0.11520395D+04 114.7212959 0.0905627 114.155 20.617 EM 268.228 6 -0.10977532D+04 54.2863159 0.0471219 110.964 28.270 EM 263.766 7 -0.10809834D+04 16.7698599 0.0152765 108.830 34.856 EM 259.314 8 -0.10766669D+04 4.3164522 0.0039931 107.563 40.302 EM 255.136 9 -0.10748045D+04 1.8624411 0.0017298 106.794 44.719 EM 251.487 10 -0.10737656D+04 1.0388922 0.0009666 106.297 48.279 EM 248.424 11 -0.10731488D+04 0.6167359 0.0005744 105.972 51.150 EM 245.877 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 38 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16763636D+04 0.0000000 0.0000000 48.999 319.400 EM 34.601 2 -0.13658151D+04 310.5484677 0.1852513 57.834 317.381 FS 27.785 3 -0.12332236D+04 132.5915271 0.0970787 43.695 348.878 FS 10.427 4 -0.10749288D+04 158.2947614 0.1283585 43.836 347.843 EM 11.321 5 -0.10730229D+04 1.9059186 0.0017731 42.904 348.074 EM 12.022 6 -0.10724222D+04 0.6007109 0.0005598 42.224 348.204 EM 12.573 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 39 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.18288017D+04 0.0000000 0.0000000 2.361 121.542 EM 279.096 2 -0.18067753D+04 22.0264258 0.0120442 0.000 123.974 FS 279.026 3 -0.16386035D+04 168.1718254 0.0930784 0.000 124.586 FS 278.414 4 -0.15109035D+04 127.7000150 0.0779322 0.000 126.706 FS 276.294 5 -0.14964790D+04 14.4244825 0.0095469 0.000 130.496 FS 272.504 6 -0.14013122D+04 95.1667693 0.0635938 0.000 146.471 FS 256.529 7 -0.13289904D+04 72.3218588 0.0516101 0.000 195.106 FS 207.894 8 -0.12920933D+04 36.8970983 0.0277633 0.000 315.901 FS 87.099 9 -0.11054760D+04 186.6173103 0.1444302 0.000 330.399 EM 72.601 10 -0.10866943D+04 18.7816320 0.0169896 0.000 337.377 EM 65.623 11 -0.10806474D+04 6.0468995 0.0055645 0.000 341.017 EM 61.983 12 -0.10779339D+04 2.7134978 0.0025110 0.000 343.012 EM 59.988 13 -0.10764846D+04 1.4493548 0.0013446 0.000 344.130 EM 58.870 14 -0.10756332D+04 0.8514110 0.0007909 0.000 344.741 EM 58.259 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 40 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15488794D+04 0.0000000 0.0000000 0.144 127.030 EM 275.826 2 -0.14369201D+04 111.9592892 0.0722841 0.259 126.929 FS 275.812 3 -0.14318729D+04 5.0472615 0.0035126 0.000 127.264 FS 275.736 4 -0.11834763D+04 248.3965978 0.1734767 0.000 135.807 EM 267.193 5 -0.11474927D+04 35.9835857 0.0304050 0.000 136.043 EM 266.957 6 -0.11247831D+04 22.7096035 0.0197906 0.000 136.629 EM 266.371 7 -0.11071774D+04 17.6057025 0.0156525 0.000 138.209 EM 264.791 8 -0.10948390D+04 12.3383910 0.0111440 0.000 140.618 EM 262.382 9 -0.10869407D+04 7.8982853 0.0072141 0.000 143.573 EM 259.427 10 -0.10821393D+04 4.8013888 0.0044173 0.000 146.797 EM 256.203 11 -0.10792407D+04 2.8985739 0.0026786 0.000 150.075 EM 252.925 12 -0.10774386D+04 1.8021824 0.0016699 0.000 153.271 EM 249.729 13 -0.10762611D+04 1.1774742 0.0010928 0.000 156.311 EM 246.689 14 -0.10754493D+04 0.8118108 0.0007543 0.000 159.167 EM 243.833 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 41 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17177348D+04 0.0000000 0.0000000 41.732 89.744 EM 271.524 2 -0.16016326D+04 116.1022071 0.0675903 20.467 110.028 FS 272.505 3 -0.12078806D+04 393.7519472 0.2458441 33.792 94.776 EM 274.432 4 -0.11554380D+04 52.4426641 0.0434171 53.671 76.006 EM 273.323 5 -0.11137706D+04 41.6673950 0.0360620 73.615 58.980 EM 270.405 6 -0.10901299D+04 23.6406365 0.0212258 88.900 47.971 EM 266.129 7 -0.10800158D+04 10.1141521 0.0092779 99.308 41.983 EM 261.709 8 -0.10760671D+04 3.9487027 0.0036562 106.158 38.904 EM 257.938 9 -0.10744096D+04 1.6574715 0.0015403 110.686 37.381 EM 254.933 10 -0.10736041D+04 0.8055108 0.0007497 113.767 36.695 EM 252.537 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 42 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19701588D+04 0.0000000 0.0000000 131.615 6.545 EM 264.840 2 -0.14838631D+04 486.2956894 0.2468307 131.894 0.000 FS 271.106 3 -0.12136067D+04 270.2564401 0.1821303 133.079 0.000 FS 269.921 4 -0.10948099D+04 118.7968434 0.0978874 136.563 0.000 FS 266.437 5 -0.10808176D+04 13.9922183 0.0127805 155.011 0.000 FS 247.989 6 -0.10735358D+04 7.2818841 0.0067374 184.877 0.000 FS 218.123 7 -0.10723173D+04 1.2184347 0.0011350 204.722 0.000 FS 198.278 8 -0.10722080D+04 0.1093661 0.0001020 209.734 0.000 FS 193.266 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 43 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.11208152D+04 0.0000000 0.0000000 0.168 231.853 EM 170.978 2 -0.11196796D+04 1.1355576 0.0010132 0.000 234.375 FS 168.625 3 -0.10856942D+04 33.9854063 0.0303528 0.000 232.522 EM 170.478 4 -0.10778367D+04 7.8575220 0.0072373 0.000 229.687 EM 173.313 5 -0.10756797D+04 2.1570174 0.0020012 0.000 226.938 EM 176.062 6 -0.10743903D+04 1.2893440 0.0011986 0.000 224.589 EM 178.411 7 -0.10735512D+04 0.8391122 0.0007810 0.000 222.691 EM 180.309 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 44 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13630926D+04 0.0000000 0.0000000 69.893 56.685 EM 276.422 2 -0.10957061D+04 267.3864498 0.1961616 92.002 41.904 EM 269.093 3 -0.10779077D+04 17.7984500 0.0162438 103.106 38.206 EM 261.688 4 -0.10739660D+04 3.9416366 0.0036567 109.104 37.178 EM 256.718 5 -0.10728569D+04 1.1090959 0.0010327 112.499 36.975 EM 253.526 6 -0.10724764D+04 0.3805238 0.0003547 114.519 37.056 EM 251.425 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 45 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.18480143D+04 0.0000000 0.0000000 10.553 219.858 EM 172.589 2 -0.14178545D+04 430.1598124 0.2327687 1.961 156.256 EM 244.783 3 -0.12430823D+04 174.7721747 0.1232652 0.443 142.926 EM 259.631 4 -0.11486634D+04 94.4188822 0.0759555 0.124 140.940 EM 261.937 5 -0.11042671D+04 44.3963240 0.0386504 0.042 141.746 EM 261.212 6 -0.10892750D+04 14.9920298 0.0135765 0.018 143.861 EM 259.121 7 -0.10833365D+04 5.9385400 0.0054518 0.010 146.664 EM 256.327 8 -0.10799410D+04 3.3954604 0.0031343 0.006 149.730 EM 253.264 9 -0.10778565D+04 2.0845582 0.0019303 0.005 152.819 EM 250.176 10 -0.10765224D+04 1.3340914 0.0012377 0.005 155.813 EM 247.182 11 -0.10756226D+04 0.8998188 0.0008359 0.005 158.655 EM 244.340 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 46 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13568644D+04 0.0000000 0.0000000 91.044 56.323 EM 255.632 2 -0.11693114D+04 187.5530864 0.1382254 87.277 44.616 EM 271.108 3 -0.10990861D+04 70.2253070 0.0600570 100.579 33.460 EM 268.960 4 -0.10843068D+04 14.7792617 0.0134469 109.661 28.077 EM 265.262 5 -0.10797663D+04 4.5404867 0.0041875 114.740 26.098 EM 262.162 6 -0.10777830D+04 1.9833097 0.0018368 117.216 25.675 EM 260.109 7 -0.10764606D+04 1.3224159 0.0012270 118.303 25.974 EM 258.723 8 -0.10754118D+04 1.0487955 0.0009743 118.746 26.610 EM 257.644 9 -0.10745676D+04 0.8441713 0.0007850 118.948 27.383 EM 256.669 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 47 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12392829D+04 0.0000000 0.0000000 1.182 306.449 EM 95.369 2 -0.11066089D+04 132.6740634 0.1070571 0.531 281.952 EM 120.517 3 -0.10925257D+04 14.0831246 0.0127264 0.298 264.106 EM 138.596 4 -0.10850667D+04 7.4590378 0.0068273 0.213 251.848 EM 150.938 5 -0.10805723D+04 4.4943736 0.0041420 0.198 243.472 EM 159.329 6 -0.10776120D+04 2.9602708 0.0027395 0.243 237.607 EM 165.150 7 -0.10755565D+04 2.0555322 0.0019075 0.368 233.324 EM 169.308 8 -0.10740834D+04 1.4730771 0.0013696 0.559 230.067 EM 172.374 9 -0.10730662D+04 1.0172454 0.0009471 0.733 227.575 EM 174.693 10 -0.10724465D+04 0.6196464 0.0005775 0.861 225.671 EM 176.468 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 48 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14282969D+04 0.0000000 0.0000000 168.758 10.869 EM 223.373 2 -0.13660037D+04 62.2931046 0.0436136 174.244 0.172 FS 228.584 3 -0.11578740D+04 208.1297217 0.1523639 153.001 0.246 EM 249.753 4 -0.11284578D+04 29.4162475 0.0254054 146.617 0.407 EM 255.976 5 -0.11114697D+04 16.9880725 0.0150542 144.657 0.649 EM 257.694 6 -0.10987147D+04 12.7550031 0.0114758 144.537 0.964 EM 257.498 7 -0.10896854D+04 9.0293039 0.0082181 145.517 1.331 EM 256.152 8 -0.10837496D+04 5.9357683 0.0054472 147.203 1.723 EM 254.074 9 -0.10800374D+04 3.7122271 0.0034254 149.295 2.122 EM 251.583 10 -0.10777478D+04 2.2895921 0.0021199 151.565 2.520 EM 248.915 11 -0.10763047D+04 1.4431395 0.0013390 153.854 2.915 EM 246.231 12 -0.10753513D+04 0.9533294 0.0008857 156.067 3.309 EM 243.624 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 49 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15059146D+04 0.0000000 0.0000000 50.372 90.046 EM 262.582 2 -0.12957034D+04 210.2111794 0.1395904 70.764 69.494 FS 262.742 3 -0.10912926D+04 204.4108426 0.1577605 66.130 86.791 EM 250.079 4 -0.10800669D+04 11.2257170 0.0102866 61.876 97.467 EM 243.657 5 -0.10758983D+04 4.1685875 0.0038596 59.008 104.759 EM 239.233 6 -0.10739416D+04 1.9566234 0.0018186 57.122 110.027 EM 235.851 7 -0.10728836D+04 1.0580626 0.0009852 55.871 113.963 EM 233.166 8 -0.10722624D+04 0.6211384 0.0005789 55.037 116.977 EM 230.986 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 50 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15179219D+04 0.0000000 0.0000000 316.620 20.334 EM 66.045 2 -0.12814691D+04 236.4527714 0.1557740 220.597 34.500 EM 147.903 3 -0.11599678D+04 121.5013353 0.0948141 161.942 42.991 EM 198.067 4 -0.11196525D+04 40.3153178 0.0347555 136.124 49.936 EM 216.940 5 -0.11013517D+04 18.3007713 0.0163450 123.231 56.962 EM 222.807 6 -0.10895576D+04 11.7941312 0.0107088 115.074 63.761 EM 224.165 7 -0.10818258D+04 7.7317903 0.0070963 109.338 69.782 EM 223.880 8 -0.10771199D+04 4.7059056 0.0043500 105.290 74.762 EM 222.948 9 -0.10744428D+04 2.6770497 0.0024854 102.513 78.719 EM 221.769 10 -0.10729760D+04 1.4668516 0.0013652 100.658 81.813 EM 220.529 11 -0.10721707D+04 0.8052377 0.0007505 99.444 84.241 EM 219.315 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 51 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12774344D+04 0.0000000 0.0000000 115.251 23.861 EM 263.888 2 -0.11488975D+04 128.5368740 0.1006211 116.758 20.600 EM 265.642 3 -0.11257622D+04 23.1353190 0.0201370 119.153 18.289 EM 265.558 4 -0.11076921D+04 18.0700833 0.0160514 121.944 16.783 EM 264.272 5 -0.10946534D+04 13.0387454 0.0117711 124.987 15.921 EM 262.093 6 -0.10860488D+04 8.6045910 0.0078606 128.154 15.536 EM 259.309 7 -0.10807480D+04 5.3007534 0.0048808 131.337 15.452 EM 256.210 8 -0.10775275D+04 3.2205134 0.0029799 134.438 15.529 EM 253.033 9 -0.10755588D+04 1.9686691 0.0018270 137.399 15.695 EM 249.906 10 -0.10743122D+04 1.2466600 0.0011591 140.186 15.899 EM 246.915 11 -0.10734612D+04 0.8509601 0.0007921 142.780 16.116 EM 244.104 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 52 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15425050D+04 0.0000000 0.0000000 32.247 97.862 EM 272.891 2 -0.14250762D+04 117.4287368 0.0761286 26.223 103.689 FS 273.089 3 -0.12598181D+04 165.2581160 0.1159644 14.620 112.428 EM 275.953 4 -0.11583856D+04 101.4325211 0.0805136 22.413 106.420 EM 274.167 5 -0.11150814D+04 43.3042282 0.0373833 33.547 98.122 EM 271.331 6 -0.10925175D+04 22.5638476 0.0202352 44.664 91.109 EM 267.227 7 -0.10817992D+04 10.7183701 0.0098107 53.725 86.595 EM 262.679 8 -0.10770271D+04 4.7720439 0.0044112 60.479 84.011 EM 258.510 9 -0.10748463D+04 2.1807841 0.0020248 65.376 82.605 EM 255.020 10 -0.10737635D+04 1.0828589 0.0010075 68.932 81.878 EM 252.190 11 -0.10731677D+04 0.5958225 0.0005549 71.555 81.542 EM 249.902 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 53 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.11998366D+04 0.0000000 0.0000000 58.099 199.092 EM 145.809 2 -0.10783013D+04 121.5353591 0.1012933 55.046 202.738 EM 145.216 3 -0.10719773D+04 6.3239491 0.0058647 53.894 203.301 EM 145.805 4 -0.10711883D+04 0.7890227 0.0007360 53.138 203.184 EM 146.677 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 54 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14149084D+04 0.0000000 0.0000000 77.990 278.016 EM 46.994 2 -0.11934025D+04 221.5059132 0.1565514 90.691 248.691 EM 63.618 3 -0.11367037D+04 56.6987682 0.0475102 103.239 219.274 EM 80.486 4 -0.11146171D+04 22.0866531 0.0194304 114.352 193.031 EM 95.617 5 -0.11016234D+04 12.9936652 0.0116575 123.664 171.154 EM 108.182 6 -0.10921053D+04 9.5180440 0.0086400 131.183 153.713 EM 118.104 7 -0.10852620D+04 6.8433892 0.0062662 137.087 140.201 EM 125.712 8 -0.10804727D+04 4.7892180 0.0044130 141.600 129.925 EM 131.474 9 -0.10771784D+04 3.2942959 0.0030489 144.945 122.204 EM 135.851 10 -0.10749394D+04 2.2390575 0.0020786 147.337 116.448 EM 139.215 11 -0.10734294D+04 1.5100100 0.0014047 148.975 112.175 EM 141.850 12 -0.10724146D+04 1.0147620 0.0009453 150.034 109.010 EM 143.956 13 -0.10717322D+04 0.6824074 0.0006363 150.660 106.665 EM 145.675 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 55 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13299458D+04 0.0000000 0.0000000 315.926 53.584 EM 33.491 2 -0.11835832D+04 146.3626403 0.1100516 278.356 74.188 EM 50.456 3 -0.11563743D+04 27.2089311 0.0229886 239.503 95.096 EM 68.401 4 -0.11317721D+04 24.6021590 0.0212753 206.396 112.896 EM 83.708 5 -0.11139605D+04 17.8115527 0.0157378 181.345 126.457 EM 95.197 6 -0.11022299D+04 11.7306717 0.0105306 163.440 136.172 EM 103.388 7 -0.10941049D+04 8.1249297 0.0073714 150.848 142.843 EM 109.309 8 -0.10881266D+04 5.9783701 0.0054642 141.966 147.219 EM 113.816 9 -0.10836334D+04 4.4932210 0.0041293 135.651 149.912 EM 117.437 10 -0.10802720D+04 3.3613513 0.0031019 131.149 151.396 EM 120.454 11 -0.10778079D+04 2.4641471 0.0022810 127.961 152.029 EM 123.009 12 -0.10760495D+04 1.7583526 0.0016314 125.740 152.083 EM 125.177 13 -0.10748276D+04 1.2219290 0.0011356 124.228 151.763 EM 127.009 14 -0.10739978D+04 0.8297902 0.0007720 123.226 151.222 EM 128.551 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 56 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15044477D+04 0.0000000 0.0000000 50.928 105.589 EM 246.483 2 -0.12390264D+04 265.4212730 0.1764244 54.733 97.788 EM 250.479 3 -0.11429908D+04 96.0355676 0.0775089 59.890 90.729 EM 252.381 4 -0.10962050D+04 46.7858207 0.0409328 64.765 85.798 EM 252.437 5 -0.10816487D+04 14.5562873 0.0132788 69.344 82.476 EM 251.180 6 -0.10776342D+04 4.0145196 0.0037115 73.500 80.309 EM 249.191 7 -0.10757981D+04 1.8360912 0.0017038 77.108 78.930 EM 246.962 8 -0.10746992D+04 1.0989634 0.0010215 80.034 78.133 EM 244.833 9 -0.10739709D+04 0.7282846 0.0006777 82.348 77.767 EM 242.885 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 57 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12672058D+04 0.0000000 0.0000000 215.175 38.317 EM 149.507 2 -0.11100543D+04 157.1514880 0.1240142 195.573 44.074 EM 163.352 3 -0.10988343D+04 11.2200108 0.0101076 180.936 47.332 EM 174.731 4 -0.10931260D+04 5.7082211 0.0051948 169.378 50.036 EM 183.586 5 -0.10867740D+04 6.3520451 0.0058109 160.555 51.694 EM 190.751 6 -0.10827437D+04 4.0303035 0.0037085 153.963 52.853 EM 196.185 7 -0.10789483D+04 3.7954082 0.0035054 149.308 53.294 EM 200.398 8 -0.10769235D+04 2.0248222 0.0018767 146.124 53.414 EM 203.462 9 -0.10750745D+04 1.8489090 0.0017168 144.061 53.143 EM 205.796 10 -0.10740778D+04 0.9967347 0.0009271 142.847 52.690 EM 207.463 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 58 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13449068D+04 0.0000000 0.0000000 1.539 133.333 EM 268.128 2 -0.13404291D+04 4.4776270 0.0033293 0.000 136.094 FS 266.906 3 -0.12254437D+04 114.9853776 0.0857825 0.000 132.888 FS 270.112 4 -0.11564829D+04 68.9608253 0.0562742 0.000 143.896 FS 259.104 5 -0.11069026D+04 49.5802936 0.0428716 0.000 163.420 FS 239.580 6 -0.10814216D+04 25.4809962 0.0230201 0.000 182.997 FS 220.003 7 -0.10732672D+04 8.1544105 0.0075405 0.000 195.270 FS 207.730 8 -0.10722397D+04 1.0274956 0.0009574 0.000 205.709 FS 197.291 9 -0.10721987D+04 0.0409984 0.0000382 0.000 210.983 FS 192.017 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 59 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13838156D+04 0.0000000 0.0000000 1.817 129.041 EM 272.141 2 -0.13053128D+04 78.5027778 0.0567292 0.179 132.447 FS 270.374 3 -0.11707176D+04 134.5951697 0.1031133 0.000 131.008 FS 271.992 4 -0.11220854D+04 48.6321923 0.0415405 0.000 142.788 FS 260.212 5 -0.10862279D+04 35.8575483 0.0319562 0.000 169.035 FS 233.965 6 -0.10747082D+04 11.5197252 0.0106053 0.000 199.147 FS 203.853 7 -0.10724826D+04 2.2255278 0.0020708 0.000 210.369 FS 192.631 8 -0.10722249D+04 0.2577145 0.0002403 0.000 212.166 FS 190.834 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 60 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15585026D+04 0.0000000 0.0000000 126.634 4.773 EM 271.594 2 -0.12473816D+04 311.1210803 0.1996282 113.892 11.820 EM 277.288 3 -0.11556583D+04 91.7233089 0.0735327 105.012 22.972 EM 275.016 4 -0.11111477D+04 44.5105500 0.0385153 96.729 35.333 EM 270.938 5 -0.10897999D+04 21.3477628 0.0192124 90.428 46.689 EM 265.883 6 -0.10802135D+04 9.5864677 0.0087965 86.179 56.012 EM 260.808 7 -0.10759555D+04 4.2579653 0.0039418 83.444 63.225 EM 256.331 8 -0.10739975D+04 1.9579874 0.0018198 81.701 68.653 EM 252.645 9 -0.10730496D+04 0.9479357 0.0008826 80.600 72.695 EM 249.705 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 61 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15473033D+04 0.0000000 0.0000000 1.116 124.729 EM 277.154 2 -0.14026432D+04 144.6600766 0.0934917 0.437 124.440 EM 278.123 3 -0.13918109D+04 10.8322953 0.0077228 0.000 124.577 FS 278.423 4 -0.11744350D+04 217.3759835 0.1561821 0.000 128.194 EM 274.806 5 -0.11164258D+04 58.0091942 0.0493933 0.000 131.555 EM 271.445 6 -0.10952664D+04 21.1593558 0.0189528 0.000 135.655 EM 267.345 7 -0.10863839D+04 8.8824962 0.0081099 0.000 140.051 EM 262.949 8 -0.10817595D+04 4.6244437 0.0042567 0.000 144.343 EM 258.657 9 -0.10790850D+04 2.6744303 0.0024723 0.000 148.355 EM 254.645 10 -0.10774074D+04 1.6775997 0.0015547 0.000 152.043 EM 250.957 11 -0.10762819D+04 1.1255307 0.0010447 0.000 155.412 EM 247.588 12 -0.10754858D+04 0.7960626 0.0007396 0.000 158.489 EM 244.511 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 62 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13939086D+04 0.0000000 0.0000000 39.427 97.605 EM 265.969 2 -0.13908994D+04 3.0092273 0.0021588 7.815 118.343 FS 276.842 3 -0.11693136D+04 221.5858414 0.1593112 11.003 121.296 EM 270.701 4 -0.11269695D+04 42.3440143 0.0362127 15.177 119.943 EM 267.881 5 -0.11033556D+04 23.6139666 0.0209535 19.366 119.246 EM 264.388 6 -0.10900165D+04 13.3391044 0.0120896 22.981 119.496 EM 260.523 7 -0.10826931D+04 7.3233709 0.0067186 25.855 120.541 EM 256.604 8 -0.10786394D+04 4.0537332 0.0037441 28.055 122.124 EM 252.821 9 -0.10763692D+04 2.2701528 0.0021046 29.705 124.039 EM 249.256 10 -0.10751182D+04 1.2510608 0.0011623 30.856 126.150 EM 245.994 11 -0.10740531D+04 1.0650456 0.0009906 31.740 128.148 EM 243.112 12 -0.10732309D+04 0.8222215 0.0007655 32.488 130.114 EM 240.399 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 63 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17190215D+04 0.0000000 0.0000000 132.901 4.271 EM 265.828 2 -0.13429202D+04 376.1012541 0.2187880 139.295 0.000 FS 263.705 3 -0.11737995D+04 169.1207174 0.1259350 134.260 0.000 FS 268.740 4 -0.11457380D+04 28.0614950 0.0239065 140.798 0.000 FS 262.202 5 -0.10935412D+04 52.1968276 0.0455574 161.401 0.000 FS 241.599 6 -0.10754032D+04 18.1379602 0.0165864 186.918 0.000 FS 216.082 7 -0.10724348D+04 2.9684940 0.0027604 202.429 0.000 FS 200.571 8 -0.10722168D+04 0.2179251 0.0002032 209.009 0.000 FS 193.991 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 64 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14278234D+04 0.0000000 0.0000000 108.834 67.484 EM 226.682 2 -0.13502512D+04 77.5722632 0.0543290 49.319 104.807 FS 248.874 3 -0.11149038D+04 235.3473744 0.1742990 41.747 121.408 EM 239.845 4 -0.10959144D+04 18.9893633 0.0170323 33.746 131.254 EM 238.000 5 -0.10852767D+04 10.6377397 0.0097067 28.160 137.400 EM 237.440 6 -0.10790393D+04 6.2373967 0.0057473 24.506 141.696 EM 236.798 7 -0.10754833D+04 3.5560341 0.0032956 22.159 145.036 EM 235.804 8 -0.10735019D+04 1.9813713 0.0018423 20.664 147.833 EM 234.503 9 -0.10723980D+04 1.1039129 0.0010283 19.719 150.277 EM 233.004 10 -0.10717630D+04 0.6350052 0.0005921 19.131 152.464 EM 231.406 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 65 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.36562199D+04 0.0000000 0.0000000 0.001 123.419 EM 279.581 2 -0.32543394D+04 401.8805220 0.1099169 0.000 123.476 FS 279.524 3 -0.28587382D+04 395.6011592 0.1215611 0.000 123.579 FS 279.421 4 -0.24755003D+04 383.2379337 0.1340584 0.004 123.597 FS 279.398 5 -0.21255094D+04 349.9908407 0.1413819 0.065 123.540 FS 279.394 6 -0.18610480D+04 264.4614525 0.1244226 0.157 123.450 FS 279.393 7 -0.17649211D+04 96.1268383 0.0516520 3.162 120.449 FS 279.389 8 -0.12209555D+04 543.9656388 0.3082096 1.254 125.460 EM 276.287 9 -0.11881301D+04 32.8254381 0.0268850 0.000 128.695 FS 274.305 10 -0.11224936D+04 65.6364117 0.0552435 0.000 133.904 FS 269.096 11 -0.10869591D+04 35.5345409 0.0316568 0.000 151.239 FS 251.761 12 -0.10747809D+04 12.1782298 0.0112039 0.000 176.963 FS 226.037 13 -0.10724150D+04 2.3659192 0.0022013 0.000 201.853 FS 201.147 14 -0.10722146D+04 0.2003176 0.0001868 0.000 208.792 FS 194.208 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 66 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12041728D+04 0.0000000 0.0000000 3.532 179.213 EM 220.256 2 -0.11272098D+04 76.9630393 0.0639136 4.034 158.698 EM 240.268 3 -0.10989570D+04 28.2527707 0.0250643 4.948 151.846 EM 246.205 4 -0.10881192D+04 10.8377724 0.0098619 6.376 149.127 EM 247.498 5 -0.10810396D+04 7.0795902 0.0065063 8.218 147.765 EM 247.017 6 -0.10758695D+04 5.1701201 0.0047825 10.023 147.264 EM 245.713 7 -0.10726138D+04 3.2557161 0.0030261 11.333 147.683 EM 243.984 8 -0.10708424D+04 1.7714114 0.0016515 12.098 148.869 EM 242.034 9 -0.10698728D+04 0.9695841 0.0009054 12.506 150.511 EM 239.982 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 67 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.11729750D+04 0.0000000 0.0000000 60.666 315.262 EM 27.072 2 -0.11095425D+04 63.4324261 0.0540782 45.068 323.025 EM 34.907 3 -0.10900523D+04 19.4902403 0.0175660 36.362 325.511 EM 41.127 4 -0.10831306D+04 6.9216603 0.0063498 31.289 325.753 EM 45.957 5 -0.10795068D+04 3.6238968 0.0033458 28.262 325.003 EM 49.735 6 -0.10772560D+04 2.2507916 0.0020850 26.456 323.794 EM 52.750 7 -0.10757289D+04 1.5270242 0.0014175 25.430 322.355 EM 55.216 8 -0.10746331D+04 1.0957993 0.0010187 24.930 320.788 EM 57.283 9 -0.10738139D+04 0.8192810 0.0007624 24.804 319.139 EM 59.057 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 68 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14151894D+04 0.0000000 0.0000000 7.287 349.480 EM 46.233 2 -0.13470609D+04 68.1284702 0.0481409 0.096 371.258 FS 31.646 3 -0.12599883D+04 87.0725737 0.0646389 0.000 156.174 FS 246.826 4 -0.11068766D+04 153.1116992 0.1215183 0.000 155.726 EM 247.274 5 -0.10911931D+04 15.6834806 0.0141691 0.000 155.007 EM 247.993 6 -0.10846052D+04 6.5879588 0.0060374 0.000 155.336 EM 247.664 7 -0.10804956D+04 4.1096168 0.0037890 0.000 156.494 EM 246.506 8 -0.10779302D+04 2.5653099 0.0023742 0.000 158.176 EM 244.824 9 -0.10763477D+04 1.5825541 0.0014681 0.000 160.148 EM 242.852 10 -0.10753537D+04 0.9939675 0.0009235 0.000 162.245 EM 240.755 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 69 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14960894D+04 0.0000000 0.0000000 1.334 380.445 EM 21.221 2 -0.11249730D+04 371.1164103 0.2480576 0.576 371.679 EM 30.745 3 -0.11099611D+04 15.0118779 0.0133442 0.000 402.725 FS 0.275 4 -0.11030021D+04 6.9590308 0.0062696 0.000 402.664 EM 0.336 5 -0.10975818D+04 5.4203498 0.0049142 0.000 402.600 EM 0.400 6 -0.10931535D+04 4.4282603 0.0040346 0.000 402.535 EM 0.465 7 -0.10895222D+04 3.6313171 0.0033219 0.000 402.470 EM 0.530 8 -0.10865468D+04 2.9754035 0.0027309 0.000 402.407 EM 0.593 9 -0.10841179D+04 2.4289139 0.0022354 0.000 402.345 EM 0.655 10 -0.10821464D+04 1.9714308 0.0018185 0.000 402.286 EM 0.714 11 -0.10805576D+04 1.5888161 0.0014682 0.000 402.230 EM 0.770 12 -0.10792872D+04 1.2704054 0.0011757 0.000 402.178 EM 0.822 13 -0.10782798D+04 1.0074456 0.0009334 0.000 402.128 EM 0.872 14 -0.10774875D+04 0.7922842 0.0007348 0.000 402.082 EM 0.918 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 70 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12166292D+04 0.0000000 0.0000000 191.572 6.475 EM 204.953 2 -0.11199320D+04 96.6971541 0.0794796 181.521 2.462 EM 219.016 3 -0.10832231D+04 36.7088875 0.0327778 175.192 1.766 EM 226.042 4 -0.10778471D+04 5.3760474 0.0049630 172.921 1.656 EM 228.423 5 -0.10754874D+04 2.3596121 0.0021892 172.254 1.818 EM 228.928 6 -0.10740382D+04 1.4492237 0.0013475 172.256 2.126 EM 228.618 7 -0.10731194D+04 0.9187919 0.0008555 172.604 2.509 EM 227.887 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 71 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14455413D+04 0.0000000 0.0000000 0.877 126.930 EM 275.193 2 -0.14246441D+04 20.8971789 0.0144563 0.000 127.815 FS 275.185 3 -0.12155231D+04 209.1210764 0.1467883 0.000 128.014 EM 274.986 4 -0.11724822D+04 43.0408619 0.0354093 0.000 129.028 EM 273.972 5 -0.11372459D+04 35.2362924 0.0300527 0.000 130.920 EM 272.080 6 -0.11123173D+04 24.9286241 0.0219202 0.000 133.669 EM 269.331 7 -0.10967481D+04 15.5691769 0.0139971 0.000 137.077 EM 265.923 8 -0.10877129D+04 9.0351974 0.0082382 0.000 140.837 EM 262.163 9 -0.10825628D+04 5.1500722 0.0047348 0.000 144.672 EM 258.328 10 -0.10795454D+04 3.0174333 0.0027873 0.000 148.396 EM 254.604 11 -0.10776797D+04 1.8656721 0.0017282 0.000 151.913 EM 251.087 12 -0.10764538D+04 1.2259133 0.0011375 0.000 155.188 EM 247.812 13 -0.10756023D+04 0.8515294 0.0007911 0.000 158.215 EM 244.785 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 72 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17427312D+04 0.0000000 0.0000000 9.569 121.841 EM 271.590 2 -0.17126383D+04 30.0928624 0.0172676 0.005 131.792 FS 271.203 3 -0.14730135D+04 239.6248180 0.1399156 0.005 132.195 EM 270.800 4 -0.13077801D+04 165.2333580 0.1121737 0.007 134.715 EM 268.278 5 -0.11864314D+04 121.3487598 0.0927899 0.009 138.093 EM 264.898 6 -0.11144809D+04 71.9504366 0.0606444 0.013 141.531 EM 261.456 7 -0.10856643D+04 28.8166480 0.0258566 0.022 145.002 EM 257.976 8 -0.10789686D+04 6.6956619 0.0061673 0.044 148.637 EM 254.319 9 -0.10771432D+04 1.8253669 0.0016918 0.128 152.174 EM 250.698 10 -0.10753975D+04 1.7457671 0.0016207 0.654 155.020 EM 247.326 11 -0.10730556D+04 2.3418684 0.0021777 1.135 157.591 EM 244.275 12 -0.10720668D+04 0.9888449 0.0009215 1.161 160.371 EM 241.469 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 73 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14862524D+04 0.0000000 0.0000000 45.272 81.478 EM 276.250 2 -0.13300889D+04 156.1635497 0.1050720 5.973 129.026 FS 268.001 3 -0.12334674D+04 96.6214931 0.0726429 2.210 157.396 FS 243.394 4 -0.11104248D+04 123.0426078 0.0997534 0.000 197.051 FS 205.949 5 -0.10807136D+04 29.7111233 0.0267565 0.000 197.515 EM 205.485 6 -0.10750252D+04 5.6884649 0.0052636 0.000 196.451 EM 206.549 7 -0.10738798D+04 1.1453922 0.0010655 0.000 195.569 EM 207.431 8 -0.10732308D+04 0.6490405 0.0006044 0.000 195.027 EM 207.973 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 74 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.24935674D+04 0.0000000 0.0000000 0.011 83.564 EM 319.425 2 -0.22963561D+04 197.2112910 0.0790880 0.000 82.736 FS 320.264 3 -0.22663269D+04 30.0292369 0.0130769 0.000 83.733 FS 319.267 4 -0.21429291D+04 123.3978282 0.0544484 0.039 103.245 FS 299.716 5 -0.12718317D+04 871.0974023 0.4064985 0.183 124.816 EM 278.001 6 -0.12333027D+04 38.5289627 0.0302941 0.000 126.969 FS 276.031 7 -0.11502287D+04 83.0740364 0.0673590 0.000 132.240 FS 270.760 8 -0.10992715D+04 50.9571024 0.0443017 0.000 145.462 FS 257.538 9 -0.10779003D+04 21.3712550 0.0194413 0.000 170.091 FS 232.909 10 -0.10728381D+04 5.0621981 0.0046964 0.000 195.453 FS 207.547 11 -0.10722483D+04 0.5897481 0.0005497 0.000 207.252 FS 195.748 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 75 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12390548D+04 0.0000000 0.0000000 136.565 105.132 EM 161.304 2 -0.11653480D+04 73.7067871 0.0594863 256.881 8.270 FS 137.848 3 -0.10788982D+04 86.4498231 0.0741837 258.354 6.358 EM 138.288 4 -0.10746874D+04 4.2107692 0.0039028 258.341 5.269 EM 139.389 5 -0.10737507D+04 0.9367244 0.0008716 257.669 4.624 EM 140.707 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 76 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17435599D+04 0.0000000 0.0000000 122.430 107.690 EM 172.879 2 -0.13773604D+04 366.1995084 0.2100298 59.826 94.316 FS 248.859 3 -0.12704947D+04 106.8657233 0.0775873 16.914 132.766 FS 253.320 4 -0.11806186D+04 89.8761286 0.0707411 24.523 113.936 EM 264.542 5 -0.11230528D+04 57.5657482 0.0487590 36.840 102.120 EM 264.040 6 -0.10975305D+04 25.5222686 0.0227258 48.973 93.017 EM 261.010 7 -0.10846339D+04 12.8966602 0.0117506 59.452 85.986 EM 257.562 8 -0.10781934D+04 6.4404564 0.0059379 67.711 81.023 EM 254.266 9 -0.10750889D+04 3.1044990 0.0028794 73.900 77.693 EM 251.407 10 -0.10735832D+04 1.5057569 0.0014006 78.422 75.517 EM 249.061 11 -0.10728313D+04 0.7518769 0.0007003 81.686 74.125 EM 247.189 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 77 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12719661D+04 0.0000000 0.0000000 5.936 187.695 EM 209.369 2 -0.12270257D+04 44.9403310 0.0353314 0.000 196.957 FS 206.043 3 -0.12031218D+04 23.9039438 0.0194812 0.000 188.299 FS 214.701 4 -0.11316627D+04 71.4591132 0.0593947 0.000 229.022 FS 173.978 5 -0.10890860D+04 42.5766936 0.0376231 0.000 236.713 FS 166.287 6 -0.10745201D+04 14.5659069 0.0133744 0.000 210.062 FS 192.938 7 -0.10722918D+04 2.2283274 0.0020738 0.000 207.677 FS 195.323 8 -0.10722028D+04 0.0889790 0.0000830 0.000 210.734 FS 192.266 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 78 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16515018D+04 0.0000000 0.0000000 161.080 35.757 EM 206.164 2 -0.11405107D+04 510.9911453 0.3094100 145.146 40.343 EM 217.511 3 -0.11164886D+04 24.0220859 0.0210626 133.320 46.911 EM 222.768 4 -0.10981008D+04 18.3878213 0.0164693 122.982 54.707 EM 225.311 5 -0.10858970D+04 12.2037743 0.0111135 114.685 62.141 EM 226.175 6 -0.10789013D+04 6.9956765 0.0064423 108.605 68.248 EM 226.147 7 -0.10753072D+04 3.5940951 0.0033313 104.391 72.825 EM 225.784 8 -0.10735895D+04 1.7177505 0.0015975 101.546 76.065 EM 225.389 9 -0.10728008D+04 0.7887146 0.0007347 99.638 78.273 EM 225.089 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 79 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19595262D+04 0.0000000 0.0000000 89.040 37.027 EM 276.933 2 -0.17400558D+04 219.4703819 0.1120018 38.602 86.570 FS 277.828 3 -0.16063077D+04 133.7481100 0.0768643 0.006 125.181 FS 277.813 4 -0.12988770D+04 307.4306128 0.1913896 0.000 130.283 EM 272.717 5 -0.12987329D+04 0.1441977 0.0001110 0.000 130.574 FS 272.426 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 80 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.21180787D+04 0.0000000 0.0000000 116.880 4.178 EM 281.942 2 -0.20067323D+04 111.3464165 0.0525695 116.612 5.235 FS 281.153 3 -0.12965395D+04 710.1928036 0.3539051 148.125 5.092 EM 249.783 4 -0.10900918D+04 206.4477015 0.1592298 155.647 7.279 EM 240.074 5 -0.10748369D+04 15.2548631 0.0139941 159.647 6.841 EM 236.512 6 -0.10736548D+04 1.1820901 0.0010998 162.986 6.348 EM 233.666 7 -0.10731910D+04 0.4637758 0.0004320 165.862 6.063 EM 231.075 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 81 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15611419D+04 0.0000000 0.0000000 123.344 14.584 EM 265.073 2 -0.15533020D+04 7.8398968 0.0050219 146.330 0.281 FS 256.389 3 -0.14743469D+04 78.9550805 0.0508305 155.465 0.000 FS 247.535 4 -0.14043217D+04 70.0252067 0.0474957 163.406 0.000 FS 239.594 5 -0.13388282D+04 65.4934877 0.0466371 166.976 0.000 FS 236.024 6 -0.12781979D+04 60.6303763 0.0452861 165.257 0.000 FS 237.743 7 -0.12239177D+04 54.2801582 0.0424662 159.909 0.000 FS 243.091 8 -0.11790373D+04 44.8804276 0.0366695 153.452 0.000 FS 249.548 9 -0.11470719D+04 31.9654151 0.0271115 148.268 0.000 FS 254.732 10 -0.11246995D+04 22.3723300 0.0195039 145.890 0.000 FS 257.110 11 -0.11108539D+04 13.8456251 0.0123105 146.655 0.000 FS 256.345 12 -0.11007788D+04 10.0751043 0.0090697 149.644 0.000 FS 253.356 13 -0.10923765D+04 8.4022858 0.0076330 154.401 0.000 FS 248.599 14 -0.10852692D+04 7.1072836 0.0065063 160.949 0.000 FS 242.051 15 -0.10795592D+04 5.7100412 0.0052614 169.682 0.000 FS 233.318 16 -0.10754919D+04 4.0673115 0.0037676 180.974 0.000 FS 222.026 17 -0.10731992D+04 2.2927228 0.0021318 194.207 0.000 FS 208.793 18 -0.10723640D+04 0.8351701 0.0007782 206.035 0.000 FS 196.965 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 82 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15991757D+04 0.0000000 0.0000000 0.007 240.480 EM 162.513 2 -0.15951145D+04 4.0611868 0.0025396 0.000 239.699 FS 163.301 3 -0.13558208D+04 239.2937149 0.1500166 0.000 224.303 FS 178.697 4 -0.12291173D+04 126.7035347 0.0934515 0.000 135.347 FS 267.653 5 -0.11485964D+04 80.5208971 0.0655112 0.000 148.829 FS 254.171 6 -0.11129282D+04 35.6681801 0.0310537 0.000 165.605 FS 237.395 7 -0.10961820D+04 16.7462037 0.0150470 0.000 172.570 FS 230.430 8 -0.10861891D+04 9.9929255 0.0091161 0.000 174.996 FS 228.004 9 -0.10795525D+04 6.6365460 0.0061099 0.000 180.199 FS 222.801 10 -0.10753381D+04 4.2143977 0.0039038 0.000 188.561 FS 214.439 11 -0.10731258D+04 2.2123573 0.0020574 0.000 199.133 FS 203.867 12 -0.10723560D+04 0.7697134 0.0007173 0.000 208.350 FS 194.650 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 83 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.11880297D+04 0.0000000 0.0000000 274.738 41.901 EM 86.361 2 -0.11372727D+04 50.7570329 0.0427237 344.781 0.000 FS 58.219 3 -0.11035386D+04 33.7341296 0.0296623 396.775 0.000 FS 6.225 4 -0.10842543D+04 19.2843112 0.0174750 397.401 0.000 EM 5.599 5 -0.10794595D+04 4.7947624 0.0044222 397.754 0.000 EM 5.246 6 -0.10775226D+04 1.9368755 0.0017943 397.960 0.000 EM 5.040 7 -0.10765414D+04 0.9812145 0.0009106 398.081 0.000 EM 4.919 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 84 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13291632D+04 0.0000000 0.0000000 13.875 121.113 EM 268.012 2 -0.12140431D+04 115.1201334 0.0866110 1.808 129.354 FS 271.838 3 -0.11750050D+04 39.0381064 0.0321555 0.000 151.539 FS 251.461 4 -0.10918663D+04 83.1386498 0.0707560 0.000 157.030 EM 245.970 5 -0.10840223D+04 7.8440292 0.0071841 0.000 158.170 EM 244.830 6 -0.10800517D+04 3.9706070 0.0036628 0.000 159.167 EM 243.833 7 -0.10775763D+04 2.4754151 0.0022919 0.000 160.551 EM 242.449 8 -0.10760538D+04 1.5225259 0.0014129 0.000 162.244 EM 240.756 9 -0.10751071D+04 0.9466559 0.0008797 0.000 164.107 EM 238.893 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 85 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14820950D+04 0.0000000 0.0000000 109.827 15.384 EM 277.789 2 -0.11669684D+04 315.1266565 0.2126224 115.151 16.382 EM 271.467 3 -0.11314690D+04 35.4993299 0.0304201 109.655 23.576 EM 269.769 4 -0.11070701D+04 24.3989189 0.0215639 102.824 32.704 EM 267.472 5 -0.10915486D+04 15.5215174 0.0140204 97.116 41.672 EM 264.212 6 -0.10828753D+04 8.6733254 0.0079459 93.037 49.393 EM 260.570 7 -0.10782416D+04 4.6336335 0.0042790 90.244 55.671 EM 257.085 8 -0.10757398D+04 2.5018396 0.0023203 88.345 60.659 EM 253.996 9 -0.10743370D+04 1.4028084 0.0013040 87.055 64.591 EM 251.354 10 -0.10735117D+04 0.8253220 0.0007682 86.186 67.685 EM 249.129 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 86 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.11918267D+04 0.0000000 0.0000000 138.120 87.165 EM 177.715 2 -0.11442471D+04 47.5796002 0.0399216 199.714 32.812 FS 170.474 3 -0.11268167D+04 17.4304645 0.0152331 174.555 12.434 FS 216.010 4 -0.11029681D+04 23.8485649 0.0211645 168.011 7.991 FS 226.998 5 -0.11004555D+04 2.5126304 0.0022781 162.361 4.668 FS 235.971 6 -0.10763348D+04 24.1206939 0.0219188 162.743 5.907 EM 234.350 7 -0.10746790D+04 1.6557622 0.0015383 163.163 6.418 EM 233.419 8 -0.10738252D+04 0.8537779 0.0007944 163.799 6.724 EM 232.478 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 87 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16517205D+04 0.0000000 0.0000000 113.328 17.922 EM 271.751 2 -0.15871006D+04 64.6198767 0.0391228 132.936 1.323 FS 268.741 3 -0.12550076D+04 332.0930184 0.2092451 130.153 1.945 EM 270.901 4 -0.12158593D+04 39.1482571 0.0311936 127.591 2.899 EM 272.510 5 -0.11782532D+04 37.6061847 0.0309297 125.775 5.234 EM 271.991 6 -0.11429740D+04 35.2791305 0.0299419 123.260 9.231 EM 270.509 7 -0.11149599D+04 28.0141522 0.0245099 121.243 13.588 EM 268.169 8 -0.10968419D+04 18.1179869 0.0162499 121.015 16.753 EM 265.232 9 -0.10864554D+04 10.3864815 0.0094694 122.465 18.462 EM 262.073 10 -0.10806396D+04 5.8158116 0.0053530 124.995 19.065 EM 258.940 11 -0.10772280D+04 3.4115514 0.0031570 128.071 18.995 EM 255.934 12 -0.10750454D+04 2.1826766 0.0020262 131.344 18.575 EM 253.081 13 -0.10735009D+04 1.5444614 0.0014366 134.622 18.010 EM 250.367 14 -0.10722994D+04 1.2015083 0.0011192 137.822 17.419 EM 247.759 15 -0.10713081D+04 0.9913068 0.0009245 140.911 16.867 EM 245.222 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 88 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12097046D+04 0.0000000 0.0000000 139.113 14.928 EM 248.959 2 -0.11045803D+04 105.1243735 0.0869009 152.941 11.408 EM 238.651 3 -0.10830960D+04 21.4842754 0.0194502 156.553 9.300 EM 237.147 4 -0.10781308D+04 4.9652079 0.0045843 158.296 8.001 EM 236.703 5 -0.10759877D+04 2.1430327 0.0019877 159.787 7.256 EM 235.957 6 -0.10750772D+04 0.9105466 0.0008462 161.498 6.634 EM 234.868 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 89 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13916038D+04 0.0000000 0.0000000 74.857 86.012 EM 242.131 2 -0.13350197D+04 56.5840656 0.0406610 34.564 106.169 FS 262.268 3 -0.11465537D+04 188.4659477 0.1411709 47.460 111.191 EM 244.348 4 -0.10999701D+04 46.5836678 0.0406293 55.387 105.306 EM 242.308 5 -0.10863133D+04 13.6567782 0.0124156 61.329 98.848 EM 242.823 6 -0.10809849D+04 5.3284423 0.0049051 66.242 93.748 EM 243.011 7 -0.10777797D+04 3.2051279 0.0029650 70.272 90.077 EM 242.651 8 -0.10757719D+04 2.0078470 0.0018629 73.499 87.549 EM 241.952 9 -0.10745272D+04 1.2447155 0.0011570 76.023 85.875 EM 241.102 10 -0.10737549D+04 0.7723069 0.0007187 77.957 84.825 EM 240.218 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 90 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15458443D+04 0.0000000 0.0000000 110.368 22.868 EM 269.765 2 -0.15058449D+04 39.9993830 0.0258754 118.350 10.497 FS 274.153 3 -0.13610702D+04 144.7747102 0.0961418 60.218 94.164 FS 248.617 4 -0.11216476D+04 239.4225830 0.1759076 39.182 119.409 EM 244.409 5 -0.10942421D+04 27.4054627 0.0244332 28.564 129.892 EM 244.543 6 -0.10831308D+04 11.1112972 0.0101543 23.837 133.626 EM 245.537 7 -0.10774742D+04 5.6566352 0.0052225 21.714 134.411 EM 246.875 8 -0.10745992D+04 2.8749803 0.0026683 20.893 134.390 EM 247.717 9 -0.10732302D+04 1.3689708 0.0012739 20.676 134.367 EM 247.957 10 -0.10726378D+04 0.5924753 0.0005520 20.706 134.553 EM 247.741 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 91 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14638065D+04 0.0000000 0.0000000 29.565 97.605 EM 275.829 2 -0.12495268D+04 214.2796525 0.1463852 35.449 91.927 FS 275.624 3 -0.11287999D+04 120.7269148 0.0966181 36.194 95.342 EM 271.464 4 -0.10849839D+04 43.8160442 0.0388165 1.074 145.991 FS 255.935 5 -0.10773957D+04 7.5881285 0.0069938 1.048 151.008 EM 250.944 6 -0.10761928D+04 1.2029259 0.0011165 1.056 154.545 EM 247.398 7 -0.10753712D+04 0.8215725 0.0007634 1.091 157.609 EM 244.300 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 92 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.18853526D+04 0.0000000 0.0000000 335.480 16.708 EM 50.812 2 -0.13868519D+04 498.5007405 0.2644072 62.084 79.593 FS 261.323 3 -0.11683998D+04 218.4521279 0.1575166 44.025 108.578 EM 250.397 4 -0.11242373D+04 44.1625001 0.0377974 27.389 129.145 EM 246.465 5 -0.10991061D+04 25.1311637 0.0223540 17.443 141.110 EM 244.447 6 -0.10861836D+04 12.9225141 0.0117573 12.077 147.885 EM 243.039 7 -0.10796927D+04 6.4909382 0.0059759 9.211 152.160 EM 241.629 8 -0.10763936D+04 3.2990198 0.0030555 7.657 155.289 EM 240.054 9 -0.10746551D+04 1.7385055 0.0016151 6.799 157.846 EM 238.355 10 -0.10736841D+04 0.9710748 0.0009036 6.307 160.080 EM 236.613 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 93 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16093131D+04 0.0000000 0.0000000 44.071 86.720 EM 272.209 2 -0.11929625D+04 416.3506212 0.2587132 20.586 114.231 EM 268.182 3 -0.11455919D+04 47.3705953 0.0397084 8.449 127.928 EM 266.623 4 -0.11171304D+04 28.4614553 0.0248443 3.700 134.267 EM 265.033 5 -0.10996923D+04 17.4381713 0.0156098 1.922 138.160 EM 262.918 6 -0.10891640D+04 10.5283032 0.0095739 1.292 141.488 EM 260.219 7 -0.10828481D+04 6.3158825 0.0057988 1.194 144.642 EM 257.164 8 -0.10793583D+04 3.4897607 0.0032228 1.230 147.751 EM 254.019 9 -0.10770650D+04 2.2932889 0.0021247 1.373 150.711 EM 250.917 10 -0.10750032D+04 2.0618237 0.0019143 1.675 153.347 EM 247.979 11 -0.10739782D+04 1.0250354 0.0009535 1.797 155.911 EM 245.292 12 -0.10732392D+04 0.7389290 0.0006880 1.837 158.391 EM 242.772 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 94 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14859588D+04 0.0000000 0.0000000 18.308 110.336 EM 274.356 2 -0.14118816D+04 74.0771696 0.0498514 19.119 110.242 FS 273.639 3 -0.13458235D+04 66.0580542 0.0467872 29.559 99.980 FS 273.460 4 -0.12362521D+04 109.5714396 0.0814159 40.597 97.236 FS 265.167 5 -0.11662489D+04 70.0032446 0.0566254 49.150 100.970 FS 252.880 6 -0.11206815D+04 45.5673939 0.0390718 82.627 91.454 FS 228.919 7 -0.10995760D+04 21.1054418 0.0188327 136.149 52.553 FS 214.298 8 -0.10868935D+04 12.6825230 0.0115340 129.325 50.869 FS 222.807 9 -0.10786457D+04 8.2478464 0.0075885 131.253 58.212 FS 213.535 10 -0.10739664D+04 4.6792655 0.0043381 115.166 74.795 FS 213.039 11 -0.10712803D+04 2.6860827 0.0025011 117.696 83.042 FS 202.262 12 -0.10703193D+04 0.9610547 0.0008971 101.253 104.304 FS 197.443 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 95 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14042895D+04 0.0000000 0.0000000 92.818 37.953 EM 272.229 2 -0.11860208D+04 218.2686823 0.1554300 14.273 156.140 FS 232.587 3 -0.11088684D+04 77.1523712 0.0650514 0.000 174.828 FS 228.172 4 -0.10841555D+04 24.7129582 0.0222866 0.000 218.761 FS 184.239 5 -0.10747994D+04 9.3560366 0.0086298 0.000 225.751 FS 177.249 6 -0.10726930D+04 2.1064952 0.0019599 0.000 217.072 FS 185.928 7 -0.10722691D+04 0.4238009 0.0003951 0.000 214.068 FS 188.932 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 96 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12786611D+04 0.0000000 0.0000000 39.587 130.488 EM 232.925 2 -0.11383632D+04 140.2978537 0.1097225 35.193 127.460 EM 240.347 3 -0.11147866D+04 23.5765902 0.0207110 32.619 125.061 EM 245.320 4 -0.11012826D+04 13.5040313 0.0121136 30.971 124.063 EM 247.966 5 -0.10914262D+04 9.8563592 0.0089499 29.954 124.157 EM 248.889 6 -0.10844533D+04 6.9728951 0.0063888 29.423 125.009 EM 248.568 7 -0.10797403D+04 4.7130016 0.0043460 29.263 126.339 EM 247.398 8 -0.10766568D+04 3.0835804 0.0028559 29.362 127.940 EM 245.698 9 -0.10746755D+04 1.9812659 0.0018402 29.621 129.679 EM 243.700 10 -0.10734064D+04 1.2690798 0.0011809 29.960 131.475 EM 241.565 11 -0.10725802D+04 0.8262487 0.0007697 30.323 133.282 EM 239.395 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 97 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17280091D+04 0.0000000 0.0000000 41.591 82.219 EM 279.190 2 -0.12021360D+04 525.8730973 0.3043231 7.460 118.708 EM 276.832 3 -0.11611605D+04 40.9755145 0.0340856 0.002 126.373 FS 276.625 4 -0.11066168D+04 54.5437160 0.0469735 0.002 131.489 EM 271.509 5 -0.10932308D+04 13.3860071 0.0120963 0.002 135.957 EM 267.041 6 -0.10846266D+04 8.6041963 0.0078704 0.002 140.995 EM 262.003 7 -0.10802574D+04 4.3692260 0.0040283 0.002 145.883 EM 257.115 8 -0.10779318D+04 2.3255087 0.0021527 0.002 150.272 EM 252.726 9 -0.10765390D+04 1.3928204 0.0012921 0.002 154.147 EM 248.851 10 -0.10756230D+04 0.9160210 0.0008509 0.002 157.575 EM 245.423 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 98 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14891237D+04 0.0000000 0.0000000 14.063 117.988 EM 270.949 2 -0.14649125D+04 24.2112099 0.0162587 5.723 123.861 FS 273.416 3 -0.13645150D+04 100.3974731 0.0685348 0.158 138.468 FS 264.373 4 -0.12921287D+04 72.3862510 0.0530491 0.000 160.759 FS 242.241 5 -0.12240970D+04 68.0317311 0.0526509 0.000 194.436 FS 208.564 6 -0.11671145D+04 56.9825384 0.0465507 0.000 224.709 FS 178.291 7 -0.11208628D+04 46.2516627 0.0396291 0.000 228.003 FS 174.997 8 -0.10898872D+04 30.9755733 0.0276355 0.000 210.776 FS 192.224 9 -0.10752706D+04 14.6166295 0.0134111 0.000 201.682 FS 201.318 10 -0.10723433D+04 2.9272600 0.0027223 0.000 204.184 FS 198.816 11 -0.10722041D+04 0.1392832 0.0001299 0.000 209.726 FS 193.274 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 99 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.18076499D+04 0.0000000 0.0000000 7.962 189.775 EM 205.263 2 -0.14638380D+04 343.8118570 0.1901983 1.817 147.771 EM 253.412 3 -0.12939313D+04 169.9067104 0.1160693 0.406 139.939 EM 262.655 4 -0.11791910D+04 114.7403004 0.0886757 0.125 138.944 EM 263.931 5 -0.11157312D+04 63.4597947 0.0538164 0.047 139.986 EM 262.967 6 -0.10919356D+04 23.7955659 0.0213273 0.021 142.205 EM 260.774 7 -0.10842755D+04 7.6601392 0.0070152 0.012 145.158 EM 257.830 8 -0.10805116D+04 3.7639231 0.0034714 0.008 148.402 EM 254.590 9 -0.10782387D+04 2.2729102 0.0021036 0.006 151.655 EM 251.340 10 -0.10767924D+04 1.4462609 0.0013413 0.005 154.785 EM 248.210 11 -0.10758210D+04 0.9714081 0.0009021 0.005 157.740 EM 245.255 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 100 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.18670933D+04 0.0000000 0.0000000 1.659 121.759 EM 279.581 2 -0.17332800D+04 133.8133227 0.0716693 1.487 122.103 FS 279.410 3 -0.15401051D+04 193.1748944 0.1114505 0.000 123.736 FS 279.264 4 -0.12497283D+04 290.3767921 0.1885435 0.000 124.734 EM 278.266 5 -0.12379011D+04 11.8272225 0.0094638 0.000 128.232 FS 274.768 6 -0.11472009D+04 90.7001462 0.0732693 0.000 135.364 FS 267.636 7 -0.10921475D+04 55.0534361 0.0479894 0.000 152.566 FS 250.434 8 -0.10744528D+04 17.6946939 0.0162017 0.000 181.510 FS 221.490 9 -0.10723225D+04 2.1302801 0.0019827 0.000 203.690 FS 199.310 10 -0.10722068D+04 0.1157331 0.0001079 0.000 209.429 FS 193.571 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 101 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13308374D+04 0.0000000 0.0000000 38.918 95.081 EM 269.001 2 -0.12680440D+04 62.7933410 0.0471833 25.528 103.473 FS 273.998 3 -0.10977121D+04 170.3319243 0.1343265 17.535 127.490 EM 257.975 4 -0.10834227D+04 14.2894134 0.0130175 12.320 137.551 EM 253.129 5 -0.10786253D+04 4.7974151 0.0044280 9.482 143.705 EM 249.813 6 -0.10756902D+04 2.9350744 0.0027211 8.195 147.992 EM 246.813 7 -0.10746233D+04 1.0668576 0.0009918 7.506 151.501 EM 243.993 8 -0.10734919D+04 1.1313987 0.0010528 7.294 154.353 EM 241.353 9 -0.10729510D+04 0.5409776 0.0005039 7.264 156.855 EM 238.880 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 102 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.18896205D+04 0.0000000 0.0000000 36.966 146.993 EM 219.040 2 -0.18802727D+04 9.3477904 0.0049469 0.026 241.124 FS 161.850 3 -0.16271935D+04 253.0792459 0.1345971 0.000 270.687 FS 132.313 4 -0.11038652D+04 523.3283031 0.3216141 0.000 244.687 EM 158.313 5 -0.10911504D+04 12.7147936 0.0115184 0.000 228.215 EM 174.785 6 -0.10842550D+04 6.8954447 0.0063194 0.000 218.120 EM 184.880 7 -0.10799234D+04 4.3315237 0.0039949 0.000 211.834 EM 191.166 8 -0.10770718D+04 2.8516424 0.0026406 0.000 207.806 EM 195.194 9 -0.10752069D+04 1.8649118 0.0017315 0.000 205.170 EM 197.830 10 -0.10740200D+04 1.1868392 0.0011038 0.000 203.440 EM 199.560 11 -0.10732878D+04 0.7322127 0.0006817 0.000 202.322 EM 200.678 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 103 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15273934D+04 0.0000000 0.0000000 62.469 87.056 EM 253.475 2 -0.13842866D+04 143.1067282 0.0936934 43.972 82.962 FS 276.066 3 -0.11578827D+04 226.4039358 0.1635528 52.552 79.867 EM 270.581 4 -0.11164098D+04 41.4729279 0.0358179 66.323 67.859 EM 268.818 5 -0.10938786D+04 22.5311915 0.0201818 79.667 57.397 EM 265.936 6 -0.10825970D+04 11.2815814 0.0103134 90.018 50.639 EM 262.343 7 -0.10774874D+04 5.1095937 0.0047198 97.127 46.851 EM 259.022 8 -0.10751819D+04 2.3055188 0.0021397 101.645 44.972 EM 256.382 9 -0.10740724D+04 1.1095232 0.0010319 104.372 44.236 EM 254.392 10 -0.10734752D+04 0.5972001 0.0005560 105.961 44.152 EM 252.887 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 104 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16873286D+04 0.0000000 0.0000000 7.756 126.245 EM 268.998 2 -0.14923559D+04 194.9726539 0.1155511 10.669 123.244 FS 269.087 3 -0.14530922D+04 39.2637267 0.0263099 0.002 131.202 FS 271.796 4 -0.11988719D+04 254.2202828 0.1749512 0.002 125.374 EM 277.624 5 -0.11141468D+04 84.7251401 0.0706707 0.003 129.314 EM 273.683 6 -0.10933807D+04 20.7660665 0.0186385 0.004 134.473 EM 268.524 7 -0.10851268D+04 8.2539121 0.0075490 0.005 139.618 EM 263.376 8 -0.10810038D+04 4.1230159 0.0037996 0.007 144.359 EM 258.634 9 -0.10786213D+04 2.3825302 0.0022040 0.008 148.626 EM 254.366 10 -0.10771044D+04 1.5168764 0.0014063 0.010 152.450 EM 250.541 11 -0.10760711D+04 1.0332917 0.0009593 0.011 155.886 EM 247.103 12 -0.10753316D+04 0.7395075 0.0006872 0.013 158.989 EM 243.998 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 105 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.11917514D+04 0.0000000 0.0000000 2.736 388.043 EM 12.221 2 -0.10771565D+04 114.5948700 0.0961567 2.654 388.455 EM 11.891 3 -0.10750630D+04 2.0934874 0.0019435 2.612 388.628 EM 11.759 4 -0.10748623D+04 0.2007235 0.0001867 2.593 388.669 EM 11.738 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 106 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.18580442D+04 0.0000000 0.0000000 57.679 72.679 EM 272.642 2 -0.15966844D+04 261.3598123 0.1406639 53.563 76.647 FS 272.791 3 -0.15028829D+04 93.8014771 0.0587477 13.817 113.239 FS 275.944 4 -0.10968825D+04 406.0003444 0.2701477 15.259 119.186 EM 268.554 5 -0.10822064D+04 14.6761575 0.0133799 1.611 153.547 FS 247.842 6 -0.10745071D+04 7.6993075 0.0071145 1.857 159.486 EM 241.657 7 -0.10732213D+04 1.2857802 0.0011966 2.494 161.945 EM 238.561 8 -0.10712469D+04 1.9743914 0.0018397 3.546 163.222 EM 236.232 9 -0.10696755D+04 1.5714441 0.0014669 4.384 164.436 EM 234.180 10 -0.10689996D+04 0.6758953 0.0006319 4.921 165.859 EM 232.220 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 107 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15391826D+04 0.0000000 0.0000000 2.457 374.335 EM 26.209 2 -0.11859456D+04 353.2370179 0.2294965 1.406 350.026 EM 51.568 3 -0.11311347D+04 54.8109587 0.0462171 0.926 324.021 EM 78.053 4 -0.11036049D+04 27.5297593 0.0243382 0.746 301.863 EM 100.392 5 -0.10901200D+04 13.4849504 0.0122190 0.717 285.142 EM 117.141 6 -0.10831880D+04 6.9319655 0.0063589 0.784 273.161 EM 129.055 7 -0.10791988D+04 3.9891618 0.0036828 0.916 264.637 EM 137.447 8 -0.10766589D+04 2.5399178 0.0023535 1.081 258.474 EM 143.444 9 -0.10749943D+04 1.6645600 0.0015460 1.279 253.876 EM 147.846 10 -0.10739056D+04 1.0887516 0.0010128 1.523 250.286 EM 151.192 11 -0.10731116D+04 0.7939880 0.0007393 1.772 247.384 EM 153.844 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 108 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15480863D+04 0.0000000 0.0000000 0.000 145.526 EM 257.474 2 -0.13985708D+04 149.5154853 0.0965808 0.000 146.062 FS 256.938 3 -0.13929936D+04 5.5771688 0.0039878 0.000 146.063 FS 256.937 4 -0.12233690D+04 169.6246478 0.1217699 0.000 147.422 EM 255.578 5 -0.11560910D+04 67.2779928 0.0549940 0.000 144.573 EM 258.427 6 -0.11258882D+04 30.2028015 0.0261249 0.000 142.857 EM 260.143 7 -0.11088316D+04 17.0565235 0.0151494 0.000 142.701 EM 260.299 8 -0.10966682D+04 12.1634650 0.0109696 0.000 143.779 EM 259.221 9 -0.10883281D+04 8.3401161 0.0076050 0.000 145.735 EM 257.265 10 -0.10829893D+04 5.3387309 0.0049054 0.000 148.243 EM 254.757 11 -0.10796963D+04 3.2930177 0.0030407 0.000 151.031 EM 251.969 12 -0.10776630D+04 2.0333615 0.0018833 0.000 153.900 EM 249.100 13 -0.10763661D+04 1.2968957 0.0012034 0.000 156.727 EM 246.273 14 -0.10754970D+04 0.8690835 0.0008074 0.000 159.442 EM 243.558 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 109 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.23518217D+04 0.0000000 0.0000000 178.622 3.096 EM 221.281 2 -0.20574770D+04 294.3447271 0.1251561 162.145 0.412 FS 240.443 3 -0.14822336D+04 575.2433848 0.2795868 123.745 1.687 EM 277.568 4 -0.14121539D+04 70.0796636 0.0472798 118.727 6.452 EM 277.821 5 -0.13362462D+04 75.9077005 0.0537531 114.071 12.410 EM 276.519 6 -0.12662914D+04 69.9548356 0.0523518 110.766 18.124 EM 274.110 7 -0.11985299D+04 67.7614541 0.0535117 106.120 24.778 EM 272.102 8 -0.11480278D+04 50.5021687 0.0421368 103.856 31.450 EM 267.694 9 -0.11147349D+04 33.2929174 0.0290001 102.227 37.765 EM 263.008 10 -0.10946327D+04 20.1021883 0.0180332 100.320 43.997 EM 258.684 11 -0.10844527D+04 10.1799581 0.0092999 99.459 48.725 EM 254.816 12 -0.10794782D+04 4.9745190 0.0045871 99.439 52.028 EM 251.533 13 -0.10768762D+04 2.6020008 0.0024104 99.820 54.361 EM 248.818 14 -0.10753799D+04 1.4963294 0.0013895 100.343 56.081 EM 246.576 15 -0.10744404D+04 0.9394170 0.0008736 100.879 57.414 EM 244.707 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 110 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.23872547D+04 0.0000000 0.0000000 118.180 14.289 EM 270.531 2 -0.20260632D+04 361.1914843 0.1512999 112.549 22.453 FS 267.998 3 -0.16885048D+04 337.5583862 0.1666080 112.264 22.269 FS 268.467 4 -0.14055342D+04 282.9706249 0.1675865 91.361 40.446 FS 271.193 5 -0.11239800D+04 281.5541409 0.2003182 79.154 53.579 EM 270.266 6 -0.11003364D+04 23.6436689 0.0210357 70.530 65.509 EM 266.961 7 -0.10874371D+04 12.8992838 0.0117230 64.444 75.577 EM 262.979 8 -0.10804142D+04 7.0228387 0.0064582 60.395 83.535 EM 259.070 9 -0.10766936D+04 3.7206521 0.0034437 57.864 89.498 EM 255.638 10 -0.10747039D+04 1.9897143 0.0018480 56.398 93.806 EM 252.796 11 -0.10736431D+04 1.0608307 0.0009871 55.646 96.852 EM 250.501 12 -0.10730538D+04 0.5892711 0.0005489 55.353 98.959 EM 248.689 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 111 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12503373D+04 0.0000000 0.0000000 5.855 156.527 EM 240.618 2 -0.12229663D+04 27.3709762 0.0218909 0.000 184.425 FS 218.574 3 -0.11504899D+04 72.4764426 0.0592628 0.000 160.767 EM 242.232 4 -0.11280732D+04 22.4166673 0.0194845 0.000 152.510 EM 250.490 5 -0.11117249D+04 16.3483320 0.0144923 0.000 149.409 EM 253.591 6 -0.10992233D+04 12.5016419 0.0112453 0.000 148.617 EM 254.383 7 -0.10902239D+04 8.9993176 0.0081870 0.000 149.212 EM 253.788 8 -0.10841849D+04 6.0390048 0.0055392 0.001 150.720 EM 252.280 9 -0.10803492D+04 3.8357590 0.0035379 0.001 152.792 EM 250.207 10 -0.10779747D+04 2.3744502 0.0021979 0.001 155.165 EM 247.834 11 -0.10764931D+04 1.4815833 0.0013744 0.001 157.653 EM 245.347 12 -0.10755348D+04 0.9583203 0.0008902 0.001 160.136 EM 242.863 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 112 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12120176D+04 0.0000000 0.0000000 22.041 344.298 EM 36.661 2 -0.11380445D+04 73.9730784 0.0610330 8.570 315.053 FS 79.377 3 -0.10744819D+04 63.5625475 0.0558524 8.861 311.519 EM 82.620 4 -0.10730563D+04 1.4256645 0.0013268 9.500 308.176 EM 85.324 5 -0.10721111D+04 0.9451192 0.0008808 10.051 305.296 EM 87.654 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 113 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.20814418D+04 0.0000000 0.0000000 85.282 42.530 EM 275.188 2 -0.17016924D+04 379.7493612 0.1824453 88.004 40.653 FS 274.343 3 -0.13789226D+04 322.7698444 0.1896758 94.025 35.884 FS 273.091 4 -0.13403009D+04 38.6217103 0.0280086 97.964 38.586 FS 266.450 5 -0.10938528D+04 246.4481210 0.1838752 99.099 39.062 EM 264.839 6 -0.10816243D+04 12.2284445 0.0111792 101.110 40.725 EM 261.165 7 -0.10782288D+04 3.3954791 0.0031392 102.502 42.668 EM 257.830 8 -0.10765196D+04 1.7092534 0.0015852 103.264 44.548 EM 255.188 9 -0.10754177D+04 1.1018995 0.0010236 103.735 46.251 EM 253.013 10 -0.10746685D+04 0.7492139 0.0006967 104.117 47.755 EM 251.128 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 114 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13312119D+04 0.0000000 0.0000000 136.710 23.739 EM 242.551 2 -0.11517730D+04 179.4388909 0.1347936 129.094 10.570 EM 263.336 3 -0.11194419D+04 32.3310578 0.0280707 131.989 6.185 EM 264.826 4 -0.11018307D+04 17.6111935 0.0157321 135.561 4.187 EM 263.252 5 -0.10906199D+04 11.2108359 0.0101747 139.041 3.266 EM 260.694 6 -0.10838478D+04 6.7721045 0.0062094 142.459 2.892 EM 257.649 7 -0.10798359D+04 4.0118933 0.0037015 145.761 2.825 EM 254.414 8 -0.10773954D+04 2.4405395 0.0022601 148.867 2.947 EM 251.186 9 -0.10758203D+04 1.5750377 0.0014619 151.729 3.190 EM 248.080 10 -0.10747323D+04 1.0880580 0.0010114 154.342 3.509 EM 245.149 11 -0.10739360D+04 0.7962217 0.0007409 156.726 3.866 EM 242.409 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 115 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14933919D+04 0.0000000 0.0000000 15.417 162.632 EM 224.952 2 -0.14102960D+04 83.0958779 0.0556424 2.659 165.371 FS 234.970 3 -0.13345345D+04 75.7615430 0.0537203 0.000 233.857 FS 169.143 4 -0.12701474D+04 64.3870800 0.0482468 0.000 281.779 FS 121.221 5 -0.12079107D+04 62.2367410 0.0489996 0.000 278.146 FS 124.854 6 -0.11564110D+04 51.4996341 0.0426353 0.000 240.653 FS 162.347 7 -0.11140046D+04 42.4064152 0.0366707 0.000 215.276 FS 187.724 8 -0.10862864D+04 27.7181980 0.0248816 0.000 199.408 FS 203.592 9 -0.10744327D+04 11.8537028 0.0109121 0.000 196.084 FS 206.916 10 -0.10723147D+04 2.1180484 0.0019713 0.000 203.018 FS 199.982 11 -0.10722011D+04 0.1135395 0.0001059 0.000 210.197 FS 192.803 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 116 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19683470D+04 0.0000000 0.0000000 86.672 36.481 EM 279.847 2 -0.16396638D+04 328.6832822 0.1669844 88.051 35.754 FS 279.195 3 -0.14358052D+04 203.8585459 0.1243295 79.208 44.645 FS 279.147 4 -0.13153494D+04 120.4557787 0.0838942 60.022 64.738 FS 278.240 5 -0.12274979D+04 87.8515698 0.0667895 67.071 60.100 FS 275.829 6 -0.11463015D+04 81.1963676 0.0661479 79.583 54.895 FS 268.522 7 -0.11347272D+04 11.5743173 0.0100971 112.202 49.774 FS 241.024 8 -0.10946526D+04 40.0745843 0.0353165 303.512 0.369 FS 99.119 9 -0.10856393D+04 9.0132889 0.0082339 303.539 0.354 EM 99.107 10 -0.10815172D+04 4.1221077 0.0037969 301.549 0.484 EM 100.967 11 -0.10783434D+04 3.1738002 0.0029346 298.275 1.022 EM 103.703 12 -0.10752675D+04 3.0758961 0.0028524 294.407 1.833 EM 106.761 13 -0.10730453D+04 2.2222312 0.0020667 290.612 2.554 EM 109.834 14 -0.10715481D+04 1.4971991 0.0013953 287.067 3.203 EM 112.730 15 -0.10703072D+04 1.2408793 0.0011580 283.752 3.885 EM 115.363 16 -0.10692502D+04 1.0569371 0.0009875 280.767 4.517 EM 117.716 17 -0.10685521D+04 0.6981467 0.0006529 278.229 4.980 EM 119.791 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 117 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14122696D+04 0.0000000 0.0000000 27.727 111.628 EM 263.645 2 -0.12342346D+04 178.0349535 0.1260630 35.030 106.826 FS 261.144 3 -0.11693762D+04 64.8583830 0.0525495 1.854 155.707 FS 245.439 4 -0.11174907D+04 51.8855612 0.0443703 0.000 197.528 FS 205.472 5 -0.10804324D+04 37.0582977 0.0331621 0.000 215.537 FS 187.463 6 -0.10726613D+04 7.7710675 0.0071926 0.000 209.310 FS 193.690 7 -0.10722170D+04 0.4442850 0.0004142 0.000 211.195 FS 191.805 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 118 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14173190D+04 0.0000000 0.0000000 0.240 385.611 EM 17.150 2 -0.13335773D+04 83.7416781 0.0590846 0.223 385.779 FS 16.998 3 -0.12254992D+04 108.0780953 0.0810437 0.097 366.340 EM 36.564 4 -0.11669764D+04 58.5227705 0.0477542 0.054 341.059 EM 61.888 5 -0.11312604D+04 35.7159872 0.0306056 0.044 315.177 EM 87.780 6 -0.11097691D+04 21.4913104 0.0189977 0.064 292.713 EM 110.223 7 -0.10968201D+04 12.9490540 0.0116682 0.234 274.996 EM 127.771 8 -0.10874771D+04 9.3429234 0.0085182 0.884 261.316 EM 140.801 9 -0.10808929D+04 6.5842203 0.0060546 1.060 251.556 EM 150.384 10 -0.10770335D+04 3.8594071 0.0035706 1.060 244.573 EM 157.367 11 -0.10743884D+04 2.6451193 0.0024559 1.052 239.461 EM 162.487 12 -0.10725665D+04 1.8218745 0.0016957 1.047 235.659 EM 166.294 13 -0.10713358D+04 1.2306963 0.0011474 1.044 232.790 EM 169.166 14 -0.10705240D+04 0.8118190 0.0007578 1.043 230.597 EM 171.360 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 119 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13915684D+04 0.0000000 0.0000000 0.004 388.200 EM 14.796 2 -0.13909280D+04 0.6404212 0.0004602 0.000 389.414 FS 13.586 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 120 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13440648D+04 0.0000000 0.0000000 111.937 17.179 EM 273.883 2 -0.12322905D+04 111.7742859 0.0831614 105.839 22.227 EM 274.934 3 -0.11800155D+04 52.2750077 0.0424210 102.154 26.944 EM 273.903 4 -0.11410227D+04 38.9927681 0.0330443 101.010 29.978 EM 272.013 5 -0.11142608D+04 26.7618852 0.0234543 102.000 31.654 EM 269.346 6 -0.10975440D+04 16.7168784 0.0150027 104.337 32.610 EM 266.053 7 -0.10877210D+04 9.8229429 0.0089499 107.319 33.283 EM 262.398 8 -0.10820659D+04 5.6551239 0.0051991 110.475 33.882 EM 258.642 9 -0.10787568D+04 3.3090376 0.0030581 113.544 34.482 EM 254.974 10 -0.10767380D+04 2.0188386 0.0018714 116.408 35.094 EM 251.498 11 -0.10754379D+04 1.3000774 0.0012074 119.030 35.714 EM 248.256 12 -0.10745532D+04 0.8847598 0.0008227 121.412 36.332 EM 245.257 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 121 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16908114D+04 0.0000000 0.0000000 182.360 208.954 EM 11.686 2 -0.15375766D+04 153.2347951 0.0906280 9.248 383.586 FS 10.166 3 -0.11932528D+04 344.3238203 0.2239393 0.000 269.564 FS 133.436 4 -0.11311622D+04 62.0906207 0.0520348 0.000 250.194 FS 152.806 5 -0.10932899D+04 37.8722496 0.0334808 0.000 217.363 FS 185.637 6 -0.10781509D+04 15.1389940 0.0138472 0.000 201.638 FS 201.362 7 -0.10733383D+04 4.8126638 0.0044638 0.000 204.117 FS 198.883 8 -0.10723244D+04 1.0139170 0.0009446 0.000 209.474 FS 193.526 9 -0.10722076D+04 0.1167338 0.0001089 0.000 211.669 FS 191.331 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 122 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15472428D+04 0.0000000 0.0000000 52.947 80.644 EM 269.409 2 -0.12253555D+04 321.8873320 0.2080393 25.986 104.075 FS 272.939 3 -0.11575725D+04 67.7829855 0.0553170 0.553 127.689 FS 274.758 4 -0.10993778D+04 58.1946668 0.0502730 0.623 133.611 EM 268.766 5 -0.10863650D+04 13.0128271 0.0118365 0.615 138.787 EM 263.598 6 -0.10813033D+04 5.0616889 0.0046593 0.625 143.790 EM 258.585 7 -0.10786677D+04 2.6356383 0.0024375 0.615 148.361 EM 254.025 8 -0.10770577D+04 1.6099972 0.0014926 0.612 152.381 EM 250.007 9 -0.10759962D+04 1.0614681 0.0009855 0.616 155.943 EM 246.441 10 -0.10752746D+04 0.7215927 0.0006706 0.603 159.147 EM 243.250 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 123 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19511907D+04 0.0000000 0.0000000 111.764 15.674 EM 275.562 2 -0.16482696D+04 302.9210606 0.1552493 105.545 21.801 FS 275.654 3 -0.15085703D+04 139.6993286 0.0847551 104.997 21.568 FS 276.435 4 -0.13798408D+04 128.7294693 0.0853321 39.546 87.363 FS 276.091 5 -0.11867448D+04 193.0960578 0.1399408 10.170 120.786 EM 272.044 6 -0.11285528D+04 58.1919991 0.0490350 2.477 131.214 EM 269.309 7 -0.11039839D+04 24.5688859 0.0217703 0.771 135.839 EM 266.390 8 -0.10913995D+04 12.5843521 0.0113990 0.377 139.555 EM 263.067 9 -0.10844257D+04 6.9738489 0.0063898 0.349 143.154 EM 259.497 10 -0.10803057D+04 4.1199609 0.0037992 0.535 146.547 EM 255.918 11 -0.10774920D+04 2.8137106 0.0026046 0.943 149.539 EM 252.518 12 -0.10753450D+04 2.1470455 0.0019926 1.363 152.226 EM 249.411 13 -0.10739945D+04 1.3504797 0.0012559 1.580 154.825 EM 246.595 14 -0.10731748D+04 0.8196826 0.0007632 1.668 157.349 EM 243.983 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 124 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14308048D+04 0.0000000 0.0000000 0.212 142.881 EM 259.907 2 -0.14094795D+04 21.3253128 0.0149044 0.000 143.061 FS 259.939 3 -0.12122884D+04 197.1910150 0.1399034 0.000 141.815 EM 261.185 4 -0.11389962D+04 73.2922481 0.0604578 0.000 140.257 EM 262.743 5 -0.11097027D+04 29.2934874 0.0257187 0.000 140.540 EM 262.460 6 -0.10961603D+04 13.5424182 0.0122036 0.000 142.131 EM 260.869 7 -0.10878789D+04 8.2813580 0.0075549 0.000 144.534 EM 258.466 8 -0.10827109D+04 5.1680147 0.0047505 0.000 147.381 EM 255.619 9 -0.10795574D+04 3.1534743 0.0029126 0.000 150.411 EM 252.589 10 -0.10776080D+04 1.9494665 0.0018058 0.000 153.447 EM 249.553 11 -0.10763530D+04 1.2550064 0.0011646 0.000 156.388 EM 246.612 12 -0.10755018D+04 0.8511924 0.0007908 0.000 159.182 EM 243.818 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 125 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16698723D+04 0.0000000 0.0000000 42.810 193.440 EM 166.750 2 -0.14789510D+04 190.9213766 0.1143329 8.267 218.148 FS 176.584 3 -0.13024115D+04 176.5394726 0.1193680 0.047 142.764 FS 260.189 4 -0.11185713D+04 183.8401517 0.1411537 0.043 133.848 EM 269.110 5 -0.10964523D+04 22.1190351 0.0197744 0.034 136.501 EM 266.465 6 -0.10872370D+04 9.2152605 0.0084046 0.024 140.410 EM 262.566 7 -0.10822621D+04 4.9749089 0.0045757 0.023 144.428 EM 258.549 8 -0.10793782D+04 2.8838985 0.0026647 0.020 148.284 EM 254.695 9 -0.10775868D+04 1.7913942 0.0016597 0.017 151.885 EM 251.098 10 -0.10763998D+04 1.1870460 0.0011016 0.013 155.210 EM 247.777 11 -0.10755690D+04 0.8307904 0.0007718 0.008 158.269 EM 244.723 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 126 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12555882D+04 0.0000000 0.0000000 58.045 72.763 EM 272.193 2 -0.12222344D+04 33.3537349 0.0265642 123.915 7.790 FS 271.295 3 -0.11287520D+04 93.4823840 0.0764848 124.952 5.317 EM 272.731 4 -0.11129834D+04 15.7686305 0.0139700 145.521 0.000 FS 257.479 5 -0.10847548D+04 28.2285689 0.0253630 160.770 0.000 FS 242.230 6 -0.10742921D+04 10.4627690 0.0096453 185.843 0.000 FS 217.157 7 -0.10723250D+04 1.9671101 0.0018311 205.942 0.000 FS 197.058 8 -0.10722084D+04 0.1165699 0.0001087 209.124 0.000 FS 193.876 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 127 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13472570D+04 0.0000000 0.0000000 32.968 96.206 EM 273.825 2 -0.13268034D+04 20.4536909 0.0151817 14.480 113.275 FS 275.245 3 -0.11519223D+04 174.8810093 0.1318063 21.900 110.534 EM 270.566 4 -0.11169706D+04 34.9517454 0.0303421 32.810 101.894 EM 268.296 5 -0.10979184D+04 19.0522359 0.0170571 42.683 95.217 EM 265.100 6 -0.10869175D+04 11.0008550 0.0100197 51.008 90.455 EM 261.538 7 -0.10806589D+04 6.2585676 0.0057581 57.869 86.999 EM 258.132 8 -0.10771265D+04 3.5324692 0.0032688 63.418 84.500 EM 255.082 9 -0.10751175D+04 2.0090192 0.0018652 67.836 82.724 EM 252.440 10 -0.10739467D+04 1.1707971 0.0010890 71.318 81.486 EM 250.196 11 -0.10732420D+04 0.7046880 0.0006562 74.042 80.645 EM 248.313 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 128 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12269354D+04 0.0000000 0.0000000 15.533 165.580 EM 221.887 2 -0.11317481D+04 95.1872456 0.0775813 20.917 154.987 EM 227.096 3 -0.11079344D+04 23.8137332 0.0210415 27.087 143.484 EM 232.430 4 -0.10951960D+04 12.7383697 0.0114974 32.814 134.007 EM 236.179 5 -0.10868332D+04 8.3628662 0.0076360 37.563 127.038 EM 238.399 6 -0.10814362D+04 5.3969449 0.0049658 41.291 122.239 EM 239.470 7 -0.10780517D+04 3.3845343 0.0031297 44.161 119.078 EM 239.760 8 -0.10759736D+04 2.0780936 0.0019276 46.368 117.078 EM 239.554 9 -0.10747101D+04 1.2634913 0.0011743 48.077 115.873 EM 239.051 10 -0.10739385D+04 0.7716214 0.0007180 49.414 115.201 EM 238.385 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 129 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16520557D+04 0.0000000 0.0000000 0.878 379.807 EM 22.316 2 -0.13438410D+04 308.2147709 0.1865644 1.059 378.686 FS 23.256 3 -0.12302193D+04 113.6216320 0.0845499 0.702 379.307 FS 22.991 4 -0.12203255D+04 9.8938400 0.0080423 0.000 195.117 FS 207.883 5 -0.11225339D+04 97.7916133 0.0801357 0.000 206.085 EM 196.915 6 -0.10877074D+04 34.8264919 0.0310249 0.000 207.339 EM 195.661 7 -0.10796461D+04 8.0613079 0.0074113 0.000 205.727 EM 197.273 8 -0.10768049D+04 2.8411657 0.0026316 0.000 203.642 EM 199.358 9 -0.10750415D+04 1.7633815 0.0016376 0.000 201.858 EM 201.142 10 -0.10739224D+04 1.1191354 0.0010410 0.000 200.553 EM 202.447 11 -0.10732359D+04 0.6865065 0.0006393 0.000 199.691 EM 203.309 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 130 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.24660984D+04 0.0000000 0.0000000 0.000 165.380 EM 237.620 2 -0.20774370D+04 388.6614045 0.1576017 0.000 170.229 FS 232.771 3 -0.17264935D+04 350.9435451 0.1689310 0.000 170.157 FS 232.843 4 -0.14615181D+04 264.9753459 0.1534760 0.000 170.161 FS 232.839 5 -0.13677073D+04 93.8108083 0.0641872 0.000 170.161 FS 232.839 6 -0.13668071D+04 0.9002665 0.0006582 0.000 170.161 FS 232.839 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 131 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13423287D+04 0.0000000 0.0000000 118.542 35.134 EM 249.323 2 -0.13109462D+04 31.3824601 0.0233791 137.135 0.172 FS 265.693 3 -0.11848202D+04 126.1259961 0.0962099 138.743 0.000 EM 264.257 4 -0.11833140D+04 1.5062262 0.0012713 138.740 0.000 FS 264.260 5 -0.11417544D+04 41.5596223 0.0351214 137.953 0.000 EM 265.047 6 -0.11194524D+04 22.3020251 0.0195331 138.275 0.000 EM 264.725 7 -0.11036437D+04 15.8086180 0.0141217 139.724 0.000 EM 263.276 8 -0.10926726D+04 10.9711210 0.0099408 142.023 0.000 EM 260.977 9 -0.10856478D+04 7.0247890 0.0064290 144.865 0.000 EM 258.135 10 -0.10813561D+04 4.2917136 0.0039531 147.973 0.000 EM 255.027 11 -0.10787454D+04 2.6107234 0.0024143 151.140 0.000 EM 251.860 12 -0.10771082D+04 1.6372330 0.0015177 154.234 0.000 EM 248.766 13 -0.10760294D+04 1.0787780 0.0010016 157.184 0.000 EM 245.816 14 -0.10752799D+04 0.7495262 0.0006966 159.959 0.000 EM 243.041 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 132 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13203851D+04 0.0000000 0.0000000 2.801 394.055 EM 6.144 2 -0.11213362D+04 199.0489368 0.1507507 4.516 390.226 EM 8.258 3 -0.10899415D+04 31.3946911 0.0279976 5.081 388.122 EM 9.797 4 -0.10801713D+04 9.7701884 0.0089640 5.187 387.000 EM 10.812 5 -0.10766718D+04 3.4995126 0.0032398 5.169 386.372 EM 11.459 6 -0.10752923D+04 1.3794639 0.0012812 5.100 386.024 EM 11.876 7 -0.10747060D+04 0.5862825 0.0005452 5.002 385.842 EM 12.156 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 133 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.18960956D+04 0.0000000 0.0000000 1.505 121.028 EM 280.467 2 -0.15668188D+04 329.2768057 0.1736604 72.204 55.999 FS 274.797 3 -0.14977560D+04 69.0628462 0.0440784 72.446 56.382 FS 274.172 4 -0.13795731D+04 118.1828781 0.0789066 82.476 49.963 FS 270.561 5 -0.12843583D+04 95.2147560 0.0690176 82.449 48.761 FS 271.790 6 -0.11172785D+04 167.0798318 0.1300882 81.666 56.936 EM 264.398 7 -0.10986263D+04 18.6522487 0.0166944 75.725 65.216 EM 262.059 8 -0.10880507D+04 10.5755798 0.0096262 70.393 73.071 EM 259.536 9 -0.10816342D+04 6.4164922 0.0058972 66.423 79.914 EM 256.663 10 -0.10779257D+04 3.7084589 0.0034286 63.696 85.563 EM 253.741 11 -0.10758818D+04 2.0439060 0.0018961 61.997 89.959 EM 251.044 12 -0.10745516D+04 1.3301762 0.0012364 61.022 93.248 EM 248.730 13 -0.10737162D+04 0.8354175 0.0007775 60.547 95.720 EM 246.733 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 134 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19237466D+04 0.0000000 0.0000000 0.014 261.616 EM 141.370 2 -0.13694779D+04 554.2686956 0.2881194 0.005 139.330 EM 263.665 3 -0.11935896D+04 175.8882789 0.1284346 0.005 129.291 EM 273.705 4 -0.11537637D+04 39.8258803 0.0333665 0.005 130.114 EM 272.881 5 -0.11239954D+04 29.7683840 0.0258011 0.007 132.320 EM 270.673 6 -0.11040182D+04 19.9771530 0.0177733 0.009 135.346 EM 267.645 7 -0.10919347D+04 12.0835097 0.0109450 0.011 138.904 EM 264.085 8 -0.10849852D+04 6.9495436 0.0063644 0.014 142.688 EM 260.298 9 -0.10809801D+04 4.0050840 0.0036914 0.017 146.459 EM 256.523 10 -0.10785773D+04 2.4027255 0.0022227 0.021 150.074 EM 252.905 11 -0.10770496D+04 1.5277197 0.0014164 0.025 153.465 EM 249.510 12 -0.10760189D+04 1.0307201 0.0009570 0.030 156.611 EM 246.359 13 -0.10752866D+04 0.7322664 0.0006805 0.036 159.515 EM 243.449 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 135 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15968876D+04 0.0000000 0.0000000 314.537 50.482 EM 37.981 2 -0.12885494D+04 308.3381540 0.1930870 285.684 47.267 FS 70.049 3 -0.11704934D+04 118.0560173 0.0916193 389.579 12.007 FS 1.415 4 -0.10941194D+04 76.3740194 0.0652494 393.147 8.577 EM 1.276 5 -0.10853290D+04 8.7903577 0.0080342 395.346 6.451 EM 1.203 6 -0.10827900D+04 2.5390680 0.0023394 396.971 4.867 EM 1.162 7 -0.10805089D+04 2.2810369 0.0021066 397.307 4.555 EM 1.138 8 -0.10794721D+04 1.0368277 0.0009596 397.454 4.420 EM 1.126 9 -0.10786924D+04 0.7797301 0.0007223 397.456 4.423 EM 1.121 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 136 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.11762919D+04 0.0000000 0.0000000 3.097 393.232 EM 6.671 2 -0.10948831D+04 81.4087421 0.0692079 3.302 393.363 EM 6.335 3 -0.10860763D+04 8.8067762 0.0080436 3.610 393.165 EM 6.225 4 -0.10819554D+04 4.1209181 0.0037943 3.940 392.797 EM 6.264 5 -0.10795293D+04 2.4260910 0.0022423 4.331 392.272 EM 6.397 6 -0.10778801D+04 1.6492683 0.0015278 4.826 391.584 EM 6.590 7 -0.10766072D+04 1.2728533 0.0011809 5.444 390.738 EM 6.817 8 -0.10755276D+04 1.0795721 0.0010028 6.183 389.755 EM 7.063 9 -0.10745253D+04 1.0023072 0.0009319 6.992 388.693 EM 7.315 10 -0.10735356D+04 0.9897663 0.0009211 7.734 387.697 EM 7.568 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 137 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12647264D+04 0.0000000 0.0000000 2.540 354.780 EM 45.680 2 -0.11639875D+04 100.7388794 0.0796527 0.008 390.975 FS 12.017 3 -0.10935725D+04 70.4149362 0.0604946 0.004 391.818 EM 11.178 4 -0.10856681D+04 7.9044772 0.0072281 0.002 392.298 EM 10.699 5 -0.10814928D+04 4.1752687 0.0038458 0.001 392.596 EM 10.402 6 -0.10790723D+04 2.4204427 0.0022381 0.001 392.791 EM 10.208 7 -0.10775956D+04 1.4767067 0.0013685 0.000 392.920 EM 10.080 8 -0.10766627D+04 0.9329434 0.0008658 0.000 393.003 EM 9.997 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 138 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13455774D+04 0.0000000 0.0000000 13.346 116.808 EM 272.846 2 -0.11898688D+04 155.7086193 0.1157188 7.907 121.768 FS 273.325 3 -0.11514935D+04 38.3753158 0.0322517 4.560 133.420 FS 265.020 4 -0.11004432D+04 51.0503323 0.0443340 4.091 158.161 FS 240.748 5 -0.10763394D+04 24.1037922 0.0219037 0.058 188.306 FS 214.636 6 -0.10724853D+04 3.8540552 0.0035807 0.084 192.550 EM 210.366 7 -0.10722926D+04 0.1927016 0.0001797 0.146 194.266 EM 208.589 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 139 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.26063237D+04 0.0000000 0.0000000 23.772 97.667 EM 281.561 2 -0.22727713D+04 333.5523854 0.1279781 22.319 99.162 FS 281.519 3 -0.20291991D+04 243.5722737 0.1071697 20.492 101.213 FS 281.295 4 -0.20078884D+04 21.3107240 0.0105020 14.986 107.092 FS 280.922 5 -0.18936562D+04 114.2321369 0.0568917 13.914 110.665 FS 278.421 6 -0.18036635D+04 89.9927516 0.0475233 14.507 119.177 FS 269.316 7 -0.17118388D+04 91.8246609 0.0509101 13.702 144.752 FS 244.545 8 -0.16287784D+04 83.0604338 0.0485212 11.290 192.441 FS 199.269 9 -0.15545796D+04 74.1988174 0.0455549 7.716 241.315 FS 153.969 10 -0.15348924D+04 19.6871809 0.0126640 11.943 351.584 FS 39.472 11 -0.14781369D+04 56.7554882 0.0369769 25.640 252.857 FS 124.502 12 -0.14623323D+04 15.8045684 0.0106922 175.308 166.723 FS 60.969 13 -0.10931345D+04 369.1977935 0.2524719 162.309 185.442 EM 55.250 14 -0.10785538D+04 14.5807365 0.0133385 156.582 193.247 EM 53.170 15 -0.10748926D+04 3.6611727 0.0033945 154.149 196.510 EM 52.341 16 -0.10733439D+04 1.5487149 0.0014408 152.989 198.055 EM 51.956 17 -0.10725924D+04 0.7515344 0.0007002 152.408 198.840 EM 51.752 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 140 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16645634D+04 0.0000000 0.0000000 50.186 139.159 EM 213.656 2 -0.15060164D+04 158.5469614 0.0952484 44.077 183.650 FS 175.274 3 -0.13222956D+04 183.7208179 0.1219912 11.890 154.003 FS 237.108 4 -0.12710502D+04 51.2454419 0.0387549 9.639 200.859 FS 192.502 5 -0.12030696D+04 67.9805547 0.0534838 11.024 228.647 FS 163.329 6 -0.11551490D+04 47.9205926 0.0398319 14.040 209.140 FS 179.820 7 -0.11247322D+04 30.4167562 0.0263315 18.031 175.858 FS 209.111 8 -0.11046935D+04 20.0387633 0.0178165 13.043 164.499 FS 225.458 9 -0.10978693D+04 6.8241553 0.0061774 23.041 154.657 FS 225.302 10 -0.10867646D+04 11.1046944 0.0101148 37.637 136.487 FS 228.876 11 -0.10789527D+04 7.8119490 0.0071883 50.294 126.842 FS 225.863 12 -0.10747107D+04 4.2420095 0.0039316 64.762 122.146 FS 216.092 13 -0.10733197D+04 1.3910271 0.0012943 84.790 102.680 FS 215.530 14 -0.10711949D+04 2.1247980 0.0019797 81.735 115.814 FS 205.451 15 -0.10706685D+04 0.5263971 0.0004914 99.024 109.994 FS 193.982 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 141 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13950257D+04 0.0000000 0.0000000 22.630 126.017 EM 254.353 2 -0.12938611D+04 101.1646140 0.0725181 11.039 144.775 FS 247.186 3 -0.12116756D+04 82.1855103 0.0635196 0.050 161.899 FS 241.051 4 -0.10888055D+04 122.8700401 0.1014051 0.091 170.568 EM 232.341 5 -0.10754335D+04 13.3720023 0.0122814 0.474 172.862 EM 229.664 6 -0.10717329D+04 3.7005973 0.0034410 1.009 174.481 EM 227.510 7 -0.10704628D+04 1.2701399 0.0011851 1.064 176.388 EM 225.548 8 -0.10700920D+04 0.3707870 0.0003464 1.055 178.231 EM 223.714 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 142 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.29328735D+04 0.0000000 0.0000000 5.063 120.562 EM 277.375 2 -0.25373427D+04 395.5308007 0.1348612 5.395 120.243 FS 277.362 3 -0.21591607D+04 378.1820116 0.1490465 5.471 120.199 FS 277.330 4 -0.18236129D+04 335.5477789 0.1554066 5.660 120.013 FS 277.327 5 -0.15870357D+04 236.5771515 0.1297299 8.673 117.005 FS 277.322 6 -0.15436724D+04 43.3633172 0.0273235 0.817 124.493 FS 277.690 7 -0.13072421D+04 236.4303137 0.1531609 1.579 123.417 EM 278.005 8 -0.11608582D+04 146.3839500 0.1119792 3.913 122.985 EM 276.103 9 -0.11144720D+04 46.3861428 0.0399585 7.077 123.611 EM 272.312 10 -0.10940678D+04 20.4042561 0.0183085 10.550 124.875 EM 267.575 11 -0.10845852D+04 9.4825547 0.0086672 13.963 126.343 EM 262.694 12 -0.10797789D+04 4.8062598 0.0044314 17.145 127.736 EM 258.120 13 -0.10770979D+04 2.6810451 0.0024830 20.036 128.945 EM 254.019 14 -0.10754730D+04 1.6248659 0.0015086 22.624 129.960 EM 250.416 15 -0.10744242D+04 1.0488547 0.0009752 24.916 130.805 EM 247.279 16 -0.10737159D+04 0.7082861 0.0006592 26.928 131.517 EM 244.555 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 143 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16664882D+04 0.0000000 0.0000000 10.407 361.820 EM 30.772 2 -0.13991190D+04 267.3692660 0.1604387 20.200 284.855 EM 97.945 3 -0.12282373D+04 170.8816673 0.1221352 26.081 205.775 EM 171.144 4 -0.11523313D+04 75.9059701 0.0618007 29.472 161.870 EM 211.657 5 -0.11221261D+04 30.2051898 0.0262122 32.217 143.062 EM 227.721 6 -0.11051648D+04 16.9613500 0.0151154 35.016 134.236 EM 233.748 7 -0.10934948D+04 11.6699835 0.0105595 37.523 129.562 EM 235.915 8 -0.10854728D+04 8.0220108 0.0073361 39.557 127.099 EM 236.344 9 -0.10801992D+04 5.2735496 0.0048583 41.141 126.043 EM 235.816 10 -0.10768645D+04 3.3346898 0.0030871 42.380 125.920 EM 234.699 11 -0.10747949D+04 2.0696499 0.0019219 43.381 126.399 EM 233.220 12 -0.10735014D+04 1.2934974 0.0012035 44.222 127.244 EM 231.535 13 -0.10726671D+04 0.8343351 0.0007772 44.951 128.294 EM 229.755 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 144 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.18429933D+04 0.0000000 0.0000000 4.518 119.061 EM 279.422 2 -0.16539769D+04 189.0163791 0.1025595 5.221 118.433 FS 279.346 3 -0.15676836D+04 86.2932956 0.0521732 8.964 114.772 FS 279.263 4 -0.14707804D+04 96.9031398 0.0618129 8.056 116.243 FS 278.701 5 -0.13689732D+04 101.8072871 0.0692199 9.535 115.841 FS 277.624 6 -0.12786211D+04 90.3520869 0.0659999 11.091 117.613 FS 274.296 7 -0.12014347D+04 77.1863852 0.0603669 12.045 127.381 FS 263.574 8 -0.11428631D+04 58.5715566 0.0487513 12.880 156.579 FS 233.541 9 -0.11055999D+04 37.2632183 0.0326051 15.385 206.030 FS 181.585 10 -0.10847418D+04 20.8580976 0.0188659 33.481 216.892 FS 152.627 11 -0.10780033D+04 6.7385074 0.0062121 117.030 139.417 FS 146.553 12 -0.10731769D+04 4.8264445 0.0044772 62.340 145.859 FS 194.801 13 -0.10701339D+04 3.0429735 0.0028355 67.938 144.985 FS 190.077 14 -0.10697571D+04 0.3767916 0.0003521 55.461 158.828 FS 188.711 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 145 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13153374D+04 0.0000000 0.0000000 0.000 191.060 EM 211.940 2 -0.12919214D+04 23.4160707 0.0178023 0.000 190.501 FS 212.499 3 -0.11697098D+04 122.2115404 0.0945967 0.000 161.774 EM 241.226 4 -0.11242856D+04 45.4242445 0.0388338 0.000 152.478 EM 250.522 5 -0.11059669D+04 18.3187106 0.0162936 0.000 149.604 EM 253.396 6 -0.10948960D+04 11.0708349 0.0100101 0.000 149.219 EM 253.781 7 -0.10872713D+04 7.6246982 0.0069639 0.000 150.141 EM 252.859 8 -0.10822840D+04 4.9873284 0.0045870 0.000 151.857 EM 251.143 9 -0.10791609D+04 3.1231407 0.0028857 0.000 154.033 EM 248.967 10 -0.10772289D+04 1.9319462 0.0017902 0.000 156.434 EM 246.566 11 -0.10760096D+04 1.2193615 0.0011319 0.000 158.901 EM 244.099 12 -0.10752057D+04 0.8038912 0.0007471 0.000 161.336 EM 241.664 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 146 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.22935088D+04 0.0000000 0.0000000 100.274 22.182 EM 280.544 2 -0.20032338D+04 290.2749781 0.1265637 69.380 53.359 FS 280.261 3 -0.19049134D+04 98.3204456 0.0490809 88.556 41.617 FS 272.827 4 -0.17395374D+04 165.3759660 0.0868155 110.074 23.885 FS 269.041 5 -0.16322642D+04 107.2732097 0.0616677 118.956 29.361 FS 254.683 6 -0.15131653D+04 119.0989233 0.0729655 88.946 90.915 FS 223.139 7 -0.13655202D+04 147.6450518 0.0975736 341.443 0.000 FS 61.557 8 -0.12151870D+04 150.3332146 0.1100923 344.722 0.000 EM 58.278 9 -0.11294843D+04 85.7027533 0.0705264 345.793 0.000 EM 57.207 10 -0.10866398D+04 42.8444621 0.0379328 345.813 0.000 EM 57.187 11 -0.10751688D+04 11.4710128 0.0105564 345.413 0.000 EM 57.587 12 -0.10741452D+04 1.0235660 0.0009520 344.860 0.000 EM 58.140 13 -0.10741063D+04 0.0389006 0.0000362 344.235 0.000 EM 58.765 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 147 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16473561D+04 0.0000000 0.0000000 10.285 119.284 EM 273.431 2 -0.13261168D+04 321.2393794 0.1950030 3.119 121.438 EM 278.443 3 -0.11821454D+04 143.9714083 0.1085662 1.488 124.596 EM 276.916 4 -0.11263898D+04 55.7555538 0.0471647 0.907 128.294 EM 273.799 5 -0.11009628D+04 25.4269752 0.0225739 0.688 132.701 EM 269.611 6 -0.10890621D+04 11.9007122 0.0108094 0.632 137.312 EM 265.056 7 -0.10830373D+04 6.0247683 0.0055321 0.690 141.718 EM 260.591 8 -0.10795914D+04 3.4459501 0.0031817 0.886 145.678 EM 256.437 9 -0.10772877D+04 2.3037170 0.0021339 1.247 149.075 EM 252.678 10 -0.10755542D+04 1.7334329 0.0016091 1.683 151.981 EM 249.336 11 -0.10743229D+04 1.2313491 0.0011449 1.986 154.650 EM 246.363 12 -0.10735397D+04 0.7832026 0.0007290 2.101 157.228 EM 243.671 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 148 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17255893D+04 0.0000000 0.0000000 94.054 32.909 EM 276.037 2 -0.12711265D+04 454.4627538 0.2633667 38.543 86.772 EM 277.684 3 -0.11313885D+04 139.7380032 0.1099324 14.462 114.723 EM 273.815 4 -0.10905116D+04 40.8768580 0.0361298 8.905 125.825 EM 268.270 5 -0.10805744D+04 9.9372119 0.0091124 7.850 131.981 EM 263.170 6 -0.10769516D+04 3.6228202 0.0033527 7.911 136.149 EM 258.940 7 -0.10749707D+04 1.9809115 0.0018394 8.247 139.301 EM 255.453 8 -0.10737296D+04 1.2410514 0.0011545 8.600 141.878 EM 252.522 9 -0.10729501D+04 0.7794996 0.0007260 8.892 144.090 EM 250.018 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 149 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.18017235D+04 0.0000000 0.0000000 13.437 111.253 EM 278.311 2 -0.16233331D+04 178.3904411 0.0990110 15.578 109.107 FS 278.315 3 -0.15554876D+04 67.8454368 0.0417939 11.606 114.105 FS 277.289 4 -0.14510134D+04 104.4742327 0.0671649 8.869 118.612 FS 275.519 5 -0.11933851D+04 257.6282746 0.1775506 10.624 123.918 EM 268.457 6 -0.11545945D+04 38.7906158 0.0325047 16.570 118.272 EM 268.158 7 -0.11274098D+04 27.1846727 0.0235448 23.731 112.056 EM 267.213 8 -0.11063020D+04 21.1078215 0.0187224 31.478 106.301 EM 265.221 9 -0.10918337D+04 14.4683157 0.0130781 38.953 101.635 EM 262.412 10 -0.10831080D+04 8.7257207 0.0079918 45.478 98.360 EM 259.162 11 -0.10782762D+04 4.8317809 0.0044610 50.788 96.360 EM 255.852 12 -0.10756882D+04 2.5880158 0.0024001 54.948 95.325 EM 252.726 13 -0.10742756D+04 1.4125599 0.0013132 58.166 94.942 EM 249.892 14 -0.10734590D+04 0.8166461 0.0007602 60.669 94.965 EM 247.366 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 150 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.24916067D+04 0.0000000 0.0000000 19.781 255.341 EM 127.878 2 -0.21749163D+04 316.6903889 0.1271029 3.450 263.345 FS 136.205 3 -0.20291972D+04 145.7191762 0.0669999 5.818 261.259 FS 135.923 4 -0.15235295D+04 505.6676451 0.2491959 0.000 238.619 FS 164.381 5 -0.12394612D+04 284.0683044 0.1864541 0.000 232.355 FS 170.645 6 -0.10994763D+04 139.9848803 0.1129401 0.000 217.778 FS 185.222 7 -0.10789555D+04 20.5208596 0.0186642 0.000 206.881 FS 196.119 8 -0.10727215D+04 6.2339522 0.0057778 0.000 203.646 FS 199.354 9 -0.10722217D+04 0.4998166 0.0004659 0.000 208.944 FS 194.056 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 151 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13632174D+04 0.0000000 0.0000000 141.333 27.516 EM 234.151 2 -0.13142371D+04 48.9802985 0.0359299 104.979 20.007 FS 278.014 3 -0.12153670D+04 98.8701212 0.0752300 105.349 21.496 FS 276.155 4 -0.11405944D+04 74.7725821 0.0615226 102.023 29.933 FS 271.044 5 -0.10884501D+04 52.1443442 0.0457168 131.472 12.999 FS 258.529 6 -0.10739600D+04 14.4900861 0.0133126 169.034 2.132 FS 231.834 7 -0.10722560D+04 1.7039989 0.0015867 170.699 2.584 EM 229.717 8 -0.10719064D+04 0.3495772 0.0003260 171.852 2.978 EM 228.170 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 152 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19438254D+04 0.0000000 0.0000000 120.153 2.862 EM 279.985 2 -0.19015571D+04 42.2683477 0.0217449 123.445 0.000 FS 279.555 3 -0.16858432D+04 215.7138969 0.1134407 123.774 0.000 FS 279.226 4 -0.13813979D+04 304.4452280 0.1805893 124.302 0.000 EM 278.698 5 -0.12600379D+04 121.3600738 0.0878531 124.981 0.000 EM 278.019 6 -0.11774184D+04 82.6194044 0.0655690 126.627 0.000 EM 276.373 7 -0.11292712D+04 48.1472107 0.0408922 129.500 0.000 EM 273.500 8 -0.11039210D+04 25.3502622 0.0224483 133.330 0.000 EM 269.670 9 -0.10910279D+04 12.8930276 0.0116793 137.611 0.000 EM 265.389 10 -0.10843134D+04 6.7145414 0.0061543 141.931 0.000 EM 261.069 11 -0.10805917D+04 3.7217551 0.0034324 146.060 0.000 EM 256.940 12 -0.10783639D+04 2.2277995 0.0020616 149.902 0.000 EM 253.098 13 -0.10769291D+04 1.4347959 0.0013305 153.433 0.000 EM 249.567 14 -0.10759467D+04 0.9823676 0.0009122 156.667 0.000 EM 246.333 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 153 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15931608D+04 0.0000000 0.0000000 1.011 205.906 EM 196.083 2 -0.14921530D+04 101.0078418 0.0634009 0.000 154.712 FS 248.288 3 -0.10886436D+04 403.5093836 0.2704209 0.000 152.729 EM 250.271 4 -0.10828297D+04 5.8139200 0.0053405 0.000 153.536 EM 249.464 5 -0.10794391D+04 3.3905831 0.0031312 0.000 155.252 EM 247.748 6 -0.10773448D+04 2.0942526 0.0019401 0.000 157.359 EM 245.641 7 -0.10760391D+04 1.3057286 0.0012120 0.000 159.624 EM 243.376 8 -0.10751953D+04 0.8437724 0.0007841 0.000 161.917 EM 241.083 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 154 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.23645781D+04 0.0000000 0.0000000 251.686 22.111 EM 129.203 2 -0.20192633D+04 345.3148330 0.1460366 276.615 23.530 FS 102.854 3 -0.16935034D+04 325.7599132 0.1613261 301.862 42.111 FS 59.027 4 -0.14567009D+04 236.8025053 0.1398300 345.024 54.663 FS 3.313 5 -0.10876194D+04 369.0814626 0.2533681 353.528 45.646 EM 3.826 6 -0.10788651D+04 8.7542736 0.0080490 359.047 39.769 EM 4.184 7 -0.10758562D+04 3.0089121 0.0027890 362.259 36.310 EM 4.431 8 -0.10745569D+04 1.2992822 0.0012077 364.094 34.297 EM 4.609 9 -0.10738844D+04 0.6725619 0.0006259 365.087 33.168 EM 4.745 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 155 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13999779D+04 0.0000000 0.0000000 63.439 133.782 EM 205.779 2 -0.10941891D+04 305.7888197 0.2184240 86.867 134.358 EM 181.775 3 -0.10794689D+04 14.7201840 0.0134531 90.362 136.446 EM 176.192 4 -0.10770509D+04 2.4180506 0.0022400 90.860 138.881 EM 173.260 5 -0.10758555D+04 1.1953941 0.0011099 90.898 141.213 EM 170.889 6 -0.10750161D+04 0.8393679 0.0007802 90.769 143.436 EM 168.795 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 156 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13813233D+04 0.0000000 0.0000000 346.406 16.218 EM 40.376 2 -0.12392179D+04 142.1053449 0.1028762 306.626 23.311 EM 73.063 3 -0.11905654D+04 48.6524970 0.0392606 260.103 30.377 EM 112.520 4 -0.11488969D+04 41.6685412 0.0349990 220.378 35.948 EM 146.674 5 -0.11246007D+04 24.2961932 0.0211474 191.850 40.078 EM 171.072 6 -0.11086418D+04 15.9588486 0.0141907 173.599 42.581 EM 186.820 7 -0.10970273D+04 11.6145325 0.0104764 162.692 43.644 EM 196.664 8 -0.10887724D+04 8.2548826 0.0075248 156.377 43.686 EM 202.937 9 -0.10827156D+04 6.0568457 0.0055630 152.968 43.026 EM 207.006 10 -0.10782463D+04 4.4693218 0.0041279 151.392 41.934 EM 209.673 11 -0.10750033D+04 3.2429050 0.0030076 151.016 40.614 EM 211.370 12 -0.10726926D+04 2.3107099 0.0021495 151.436 39.207 EM 212.356 13 -0.10710701D+04 1.6225629 0.0015126 152.376 37.812 EM 212.812 14 -0.10699431D+04 1.1269320 0.0010522 153.634 36.495 EM 212.871 15 -0.10691675D+04 0.7756901 0.0007250 155.068 35.298 EM 212.634 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 157 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.29968056D+04 0.0000000 0.0000000 4.767 116.887 EM 281.346 2 -0.26100201D+04 386.7855490 0.1290659 4.840 116.839 FS 281.321 3 -0.22505035D+04 359.5165418 0.1377447 5.449 116.240 FS 281.311 4 -0.19545536D+04 295.9499625 0.1315039 6.920 114.872 FS 281.208 5 -0.17862889D+04 168.2646992 0.0860886 46.747 76.374 FS 279.879 6 -0.16588878D+04 127.4010407 0.0713216 18.007 107.383 FS 277.610 7 -0.15539808D+04 104.9070167 0.0632394 12.520 116.838 FS 273.642 8 -0.15020957D+04 51.8850840 0.0333885 9.354 129.075 FS 264.571 9 -0.14266197D+04 75.4760104 0.0502471 9.258 149.975 FS 243.768 10 -0.13719795D+04 54.6401813 0.0383005 11.140 168.588 FS 223.272 11 -0.13289818D+04 42.9977362 0.0313399 11.558 161.646 FS 229.796 12 -0.12872047D+04 41.7770787 0.0314354 7.178 169.994 FS 225.827 13 -0.12540253D+04 33.1793598 0.0257763 7.562 162.959 FS 232.479 14 -0.12234241D+04 30.6012303 0.0244024 9.387 152.214 FS 241.399 15 -0.11942529D+04 29.1712059 0.0238439 11.895 151.877 FS 239.228 16 -0.11660312D+04 28.2217192 0.0236313 11.471 152.429 FS 239.100 17 -0.11409859D+04 25.0452704 0.0214791 13.019 154.336 FS 235.645 18 -0.11182518D+04 22.7341446 0.0199250 15.959 146.715 FS 240.326 19 -0.11003763D+04 17.8755231 0.0159852 11.437 162.279 FS 229.284 20 -0.10879729D+04 12.4033770 0.0112719 13.380 165.115 FS 224.506 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 158 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17468698D+04 0.0000000 0.0000000 5.181 168.602 EM 229.216 2 -0.16015254D+04 145.3443569 0.0832027 9.360 165.149 FS 228.490 3 -0.13928652D+04 208.6602330 0.1302884 6.530 152.865 EM 243.605 4 -0.12522233D+04 140.6418476 0.1009731 5.808 148.726 EM 248.465 5 -0.11518017D+04 100.4216663 0.0801947 5.603 147.562 EM 249.836 6 -0.10975296D+04 54.2720283 0.0471192 5.727 147.685 EM 249.589 7 -0.10796013D+04 17.9283452 0.0163352 6.133 148.639 EM 248.228 8 -0.10757962D+04 3.8050979 0.0035245 6.695 150.152 EM 246.153 9 -0.10741867D+04 1.6095374 0.0014961 7.246 151.951 EM 243.802 10 -0.10729229D+04 1.2637973 0.0011765 7.688 153.893 EM 241.419 11 -0.10717326D+04 1.1902639 0.0011094 8.006 155.890 EM 239.104 12 -0.10705483D+04 1.1843216 0.0011051 8.243 157.863 EM 236.893 13 -0.10695376D+04 1.0107167 0.0009441 8.409 159.796 EM 234.795 14 -0.10688373D+04 0.7002651 0.0006547 8.518 161.683 EM 232.798 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 159 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12276962D+04 0.0000000 0.0000000 86.324 58.465 EM 258.212 2 -0.11169967D+04 110.6994693 0.0901685 98.203 44.498 EM 260.299 3 -0.10931337D+04 23.8629558 0.0213635 108.398 33.847 EM 260.755 4 -0.10838143D+04 9.3194837 0.0085255 114.706 28.575 EM 259.718 5 -0.10797713D+04 4.0430036 0.0037303 118.471 26.189 EM 258.340 6 -0.10776284D+04 2.1428658 0.0019846 120.750 25.230 EM 257.019 7 -0.10762121D+04 1.4163082 0.0013143 122.193 24.972 EM 255.834 8 -0.10751323D+04 1.0797753 0.0010033 123.216 25.065 EM 254.719 9 -0.10742921D+04 0.8401789 0.0007815 124.068 25.330 EM 253.602 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 160 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17215562D+04 0.0000000 0.0000000 51.919 222.483 EM 128.598 2 -0.16231361D+04 98.4201276 0.0571693 30.386 97.087 FS 275.527 3 -0.15893445D+04 33.7915323 0.0208187 56.266 76.796 FS 269.938 4 -0.14733207D+04 116.0238541 0.0730011 42.523 104.112 FS 256.364 5 -0.13847753D+04 88.5453724 0.0600992 33.634 155.471 FS 213.895 6 -0.13122328D+04 72.5424475 0.0523857 26.016 206.053 FS 170.931 7 -0.12563444D+04 55.8884399 0.0425903 21.260 240.676 FS 141.063 8 -0.12176819D+04 38.6624957 0.0307738 19.485 241.943 FS 141.572 9 -0.10842419D+04 133.4400405 0.1095853 26.564 240.810 EM 135.625 10 -0.10791592D+04 5.0826330 0.0046877 31.506 237.563 EM 133.931 11 -0.10765415D+04 2.6177671 0.0024257 35.501 233.536 EM 133.963 12 -0.10758466D+04 0.6948856 0.0006455 38.642 229.853 EM 134.506 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 161 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12745529D+04 0.0000000 0.0000000 4.978 267.279 EM 130.743 2 -0.10894123D+04 185.1406131 0.1452593 4.952 260.153 EM 137.895 3 -0.10843759D+04 5.0363913 0.0046230 4.904 253.636 EM 144.460 4 -0.10806324D+04 3.7435366 0.0034522 4.872 247.983 EM 150.144 5 -0.10778481D+04 2.7842600 0.0025765 4.858 243.240 EM 154.902 6 -0.10758429D+04 2.0051895 0.0018604 4.857 239.345 EM 158.798 7 -0.10744409D+04 1.4019701 0.0013031 4.870 236.183 EM 161.946 8 -0.10734854D+04 0.9555197 0.0008893 4.897 233.624 EM 164.479 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 162 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.18793546D+04 0.0000000 0.0000000 2.061 119.697 EM 281.241 2 -0.18290162D+04 50.3383705 0.0267849 0.000 122.433 FS 280.567 3 -0.17276923D+04 101.3239068 0.0553980 0.000 124.854 FS 278.146 4 -0.16368022D+04 90.8900584 0.0526078 0.000 131.294 FS 271.706 5 -0.15571307D+04 79.6715677 0.0486751 0.000 153.164 FS 249.836 6 -0.14963871D+04 60.7435590 0.0390099 0.000 222.981 FS 180.019 7 -0.14567553D+04 39.6318205 0.0264850 0.000 333.554 FS 69.446 8 -0.14375900D+04 19.1652773 0.0131561 0.000 399.872 FS 3.128 9 -0.13998370D+04 37.7529823 0.0262613 0.000 403.000 FS 0.000 10 -0.13524075D+04 47.4295279 0.0338822 0.000 403.000 FS 0.000 11 -0.13174189D+04 34.9886345 0.0258714 0.000 403.000 FS 0.000 12 -0.12852966D+04 32.1222444 0.0243827 0.000 403.000 FS 0.000 13 -0.12549505D+04 30.3461344 0.0236102 0.000 403.000 FS 0.000 14 -0.12259838D+04 28.9667331 0.0230820 0.000 403.000 FS 0.000 15 -0.11982754D+04 27.7083679 0.0226009 0.000 403.000 FS 0.000 16 -0.11719666D+04 26.3087457 0.0219555 0.000 403.000 FS 0.000 17 -0.11474411D+04 24.5255599 0.0209268 0.000 403.000 FS 0.000 18 -0.11253103D+04 22.1307923 0.0192871 0.000 403.000 FS 0.000 19 -0.11063945D+04 18.9157548 0.0168094 0.000 403.000 FS 0.000 20 -0.10916396D+04 14.7549290 0.0133360 0.000 403.000 FS 0.000 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 163 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.20115188D+04 0.0000000 0.0000000 81.788 31.163 EM 290.049 2 -0.19696690D+04 41.8498346 0.0208051 116.094 0.000 FS 286.906 3 -0.13584597D+04 611.2092543 0.3103107 124.190 0.000 EM 278.810 4 -0.13240155D+04 34.4442440 0.0253554 126.137 0.000 FS 276.863 5 -0.12135169D+04 110.4985982 0.0834572 129.804 0.000 FS 273.196 6 -0.11303577D+04 83.1591858 0.0685274 139.353 0.000 FS 263.647 7 -0.10853548D+04 45.0028582 0.0398129 160.719 0.000 FS 242.281 8 -0.10733962D+04 11.9586012 0.0110181 190.298 0.000 FS 212.702 9 -0.10722587D+04 1.1375448 0.0010598 206.481 0.000 FS 196.519 10 -0.10722030D+04 0.0556405 0.0000519 210.051 0.000 FS 192.949 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 164 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12507817D+04 0.0000000 0.0000000 92.179 86.578 EM 224.243 2 -0.12325137D+04 18.2680274 0.0146053 70.559 168.116 FS 164.326 3 -0.11614455D+04 71.0682130 0.0576612 52.721 179.293 FS 170.985 4 -0.11143748D+04 47.0706518 0.0405276 19.319 182.819 FS 200.861 5 -0.10916961D+04 22.6787200 0.0203511 13.787 170.743 FS 218.470 6 -0.10787954D+04 12.9006854 0.0118171 11.967 163.989 FS 227.044 7 -0.10742012D+04 4.5942045 0.0042586 15.353 163.957 FS 223.690 8 -0.10717806D+04 2.4206086 0.0022534 16.101 165.732 EM 221.167 9 -0.10710005D+04 0.7800966 0.0007279 16.692 166.918 EM 219.390 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 165 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14439031D+04 0.0000000 0.0000000 1.696 171.208 EM 230.096 2 -0.13724765D+04 71.4266059 0.0494677 0.107 171.157 FS 231.736 3 -0.12374364D+04 135.0400936 0.0983916 0.154 161.288 EM 241.558 4 -0.11518827D+04 85.5537033 0.0691379 0.230 154.800 EM 247.971 5 -0.11118254D+04 40.0573049 0.0347755 0.339 151.394 EM 251.267 6 -0.10963824D+04 15.4429463 0.0138897 0.480 150.243 EM 252.276 7 -0.10881316D+04 8.2508365 0.0075255 0.644 150.547 EM 251.810 8 -0.10827754D+04 5.3561708 0.0049224 0.819 151.768 EM 250.412 9 -0.10793962D+04 3.3792627 0.0031209 0.998 153.545 EM 248.457 10 -0.10773074D+04 2.0887498 0.0019351 1.176 155.616 EM 246.208 11 -0.10760010D+04 1.3064718 0.0012127 1.351 157.804 EM 243.845 12 -0.10751514D+04 0.8495148 0.0007895 1.522 159.994 EM 241.483 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 166 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13699984D+04 0.0000000 0.0000000 10.174 137.526 EM 255.299 2 -0.12607467D+04 109.2516454 0.0797458 2.288 145.256 FS 255.456 3 -0.12094639D+04 51.2828685 0.0406766 0.000 156.566 FS 246.434 4 -0.10916891D+04 117.7748119 0.0973777 0.000 176.528 EM 226.472 5 -0.10801240D+04 11.5650463 0.0105937 0.000 181.319 EM 221.681 6 -0.10769792D+04 3.1447885 0.0029115 0.000 182.036 EM 220.964 7 -0.10752189D+04 1.7602849 0.0016345 0.000 181.977 EM 221.023 8 -0.10741566D+04 1.0623698 0.0009880 0.000 182.020 EM 220.980 9 -0.10735240D+04 0.6325871 0.0005889 0.000 182.320 EM 220.680 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 167 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15015053D+04 0.0000000 0.0000000 138.925 9.115 EM 254.959 2 -0.13361311D+04 165.3742078 0.1101389 127.240 1.988 FS 273.771 3 -0.12172117D+04 118.9193655 0.0890028 128.838 1.623 EM 272.539 4 -0.11697030D+04 47.5086695 0.0390307 129.470 1.446 EM 272.084 5 -0.11372194D+04 32.4836597 0.0277709 131.285 1.103 EM 270.612 6 -0.11133801D+04 23.8392459 0.0209628 133.767 0.874 EM 268.359 7 -0.10977379D+04 15.6422539 0.0140493 136.898 0.772 EM 265.330 8 -0.10883664D+04 9.3714669 0.0085371 140.442 0.729 EM 261.829 9 -0.10828592D+04 5.5072280 0.0050601 144.053 0.778 EM 258.169 10 -0.10795309D+04 3.3282362 0.0030736 147.492 0.942 EM 254.566 11 -0.10773604D+04 2.1705706 0.0020107 150.607 1.249 EM 251.143 12 -0.10759702D+04 1.3902027 0.0012904 153.447 1.604 EM 247.950 13 -0.10748810D+04 1.0891718 0.0010123 155.952 2.021 EM 245.027 14 -0.10740046D+04 0.8763514 0.0008153 158.165 2.460 EM 242.375 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 168 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17796014D+04 0.0000000 0.0000000 0.315 123.127 EM 279.558 2 -0.16664085D+04 113.1928927 0.0636058 0.314 123.135 FS 279.551 3 -0.16646675D+04 1.7410402 0.0010448 0.000 123.456 FS 279.544 4 -0.11818934D+04 482.7740715 0.2900123 0.000 126.732 EM 276.268 5 -0.11341275D+04 47.7659207 0.0404147 0.000 129.421 EM 273.579 6 -0.11073079D+04 26.8196422 0.0236478 0.000 132.983 EM 270.017 7 -0.10930031D+04 14.3047267 0.0129185 0.000 137.071 EM 265.929 8 -0.10854189D+04 7.5842160 0.0069389 0.000 141.293 EM 261.707 9 -0.10812286D+04 4.1902969 0.0038605 0.000 145.391 EM 257.609 10 -0.10787536D+04 2.4749972 0.0022891 0.000 149.242 EM 253.758 11 -0.10771838D+04 1.5698202 0.0014552 0.000 152.802 EM 250.198 12 -0.10761232D+04 1.0606034 0.0009846 0.000 156.072 EM 246.928 13 -0.10753691D+04 0.7541367 0.0007008 0.000 159.071 EM 243.929 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 169 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12044249D+04 0.0000000 0.0000000 78.369 55.949 EM 268.681 2 -0.10958275D+04 108.5973770 0.0901653 92.131 53.187 EM 257.682 3 -0.10782352D+04 17.5923103 0.0160539 118.333 39.830 FS 244.838 4 -0.10713363D+04 6.8989181 0.0063983 111.988 88.406 FS 202.605 5 -0.10703656D+04 0.9706659 0.0009060 112.892 88.748 EM 201.360 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 170 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13270812D+04 0.0000000 0.0000000 177.032 16.048 EM 209.920 2 -0.11344215D+04 192.6597698 0.1451756 159.120 23.118 EM 220.762 3 -0.11143532D+04 20.0682580 0.0176903 142.732 30.954 EM 229.314 4 -0.10998030D+04 14.5501665 0.0130571 129.040 38.831 EM 235.129 5 -0.10895627D+04 10.2403113 0.0093110 118.177 46.175 EM 238.648 6 -0.10827462D+04 6.8164950 0.0062562 109.952 52.589 EM 240.458 7 -0.10784241D+04 4.3221180 0.0039918 103.955 57.911 EM 241.135 8 -0.10757913D+04 2.6328229 0.0024414 99.714 62.152 EM 241.134 9 -0.10742362D+04 1.5550567 0.0014455 96.802 65.427 EM 240.771 10 -0.10733370D+04 0.8991726 0.0008370 94.866 67.894 EM 240.240 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 171 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.29702960D+04 0.0000000 0.0000000 93.121 75.236 EM 234.644 2 -0.25789141D+04 391.3819484 0.1317653 77.290 83.746 FS 241.964 3 -0.21991144D+04 379.7997030 0.1472712 63.758 91.456 FS 247.786 4 -0.18440255D+04 355.0888856 0.1614690 53.108 97.832 FS 252.060 5 -0.15097904D+04 334.2351028 0.1812530 52.179 98.710 FS 252.111 6 -0.13815793D+04 128.2110686 0.0849198 60.853 101.643 FS 240.505 7 -0.13400009D+04 41.5784304 0.0300949 99.556 123.600 FS 179.844 8 -0.13001036D+04 39.8972876 0.0297741 147.354 146.313 FS 109.333 9 -0.12665237D+04 33.5798988 0.0258286 183.774 152.291 FS 66.935 10 -0.12364500D+04 30.0737261 0.0237451 143.302 138.511 FS 121.187 11 -0.12066935D+04 29.7564945 0.0240661 117.728 133.847 FS 151.425 12 -0.11784042D+04 28.2892848 0.0234436 103.460 126.628 FS 172.912 13 -0.11520271D+04 26.3771053 0.0223838 94.203 118.835 FS 189.962 14 -0.11284287D+04 23.5983874 0.0204842 93.304 109.945 FS 199.751 15 -0.11086183D+04 19.8104035 0.0175557 96.307 100.387 FS 206.306 16 -0.10933942D+04 15.2240732 0.0137325 101.257 91.985 FS 209.759 17 -0.10828024D+04 10.5918604 0.0096871 106.515 86.205 FS 210.280 18 -0.10760848D+04 6.7175310 0.0062038 112.903 82.424 FS 207.673 19 -0.10722342D+04 3.8506341 0.0035784 121.994 78.697 FS 202.309 20 -0.10704235D+04 1.8107430 0.0016888 133.704 74.055 FS 195.241 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 172 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13646405D+04 0.0000000 0.0000000 44.462 95.597 EM 262.941 2 -0.12507671D+04 113.8733733 0.0834457 7.069 137.698 FS 258.233 3 -0.12488224D+04 1.9447137 0.0015548 0.000 172.626 FS 230.374 4 -0.11025263D+04 146.2961136 0.1171472 0.000 178.185 EM 224.815 5 -0.10906689D+04 11.8574644 0.0107548 0.000 177.465 EM 225.535 6 -0.10843761D+04 6.2927549 0.0057696 0.000 175.693 EM 227.307 7 -0.10800915D+04 4.2846119 0.0039512 0.000 174.397 EM 228.603 8 -0.10772912D+04 2.8002835 0.0025926 0.000 173.847 EM 229.153 9 -0.10755433D+04 1.7478910 0.0016225 0.000 173.936 EM 229.064 10 -0.10744856D+04 1.0577300 0.0009834 0.000 174.483 EM 228.517 11 -0.10738515D+04 0.6341130 0.0005902 0.000 175.331 EM 227.669 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 173 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.20244734D+04 0.0000000 0.0000000 129.347 23.561 EM 250.092 2 -0.12543463D+04 770.1271243 0.3804086 93.480 35.201 EM 274.318 3 -0.11880732D+04 66.2731210 0.0528348 78.497 50.634 EM 273.869 4 -0.11410598D+04 47.0134362 0.0395712 67.292 63.970 EM 271.738 5 -0.11104392D+04 30.6205479 0.0268352 59.612 74.625 EM 268.763 6 -0.10926708D+04 17.7683777 0.0160012 54.700 83.140 EM 265.160 7 -0.10831057D+04 9.5651103 0.0087539 51.735 89.967 EM 261.298 8 -0.10781090D+04 4.9967071 0.0046133 50.071 95.408 EM 257.521 9 -0.10754776D+04 2.6314520 0.0024408 49.243 99.721 EM 254.037 10 -0.10740375D+04 1.4400512 0.0013390 48.932 103.150 EM 250.917 11 -0.10731996D+04 0.8379555 0.0007802 48.933 105.911 EM 248.156 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 174 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12559039D+04 0.0000000 0.0000000 17.813 116.760 EM 268.427 2 -0.12481990D+04 7.7049314 0.0061350 0.015 136.273 FS 266.713 3 -0.10959180D+04 152.2810083 0.1220006 0.016 146.342 EM 256.642 4 -0.10807285D+04 15.1894986 0.0138601 0.018 149.920 EM 253.062 5 -0.10778755D+04 2.8530178 0.0026399 0.022 152.945 EM 250.033 6 -0.10765205D+04 1.3549926 0.0012571 0.027 155.889 EM 247.085 7 -0.10756116D+04 0.9088848 0.0008443 0.037 158.695 EM 244.268 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 175 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12830964D+04 0.0000000 0.0000000 47.807 333.626 EM 21.567 2 -0.10897511D+04 193.3452731 0.1506865 54.901 323.099 EM 25.000 3 -0.10844636D+04 5.2875615 0.0048521 60.720 314.468 EM 27.812 4 -0.10810532D+04 3.4103373 0.0031447 65.431 307.484 EM 30.085 5 -0.10786985D+04 2.3547153 0.0021782 69.237 301.841 EM 31.922 6 -0.10770308D+04 1.6677449 0.0015461 72.330 297.253 EM 33.418 7 -0.10758381D+04 1.1926991 0.0011074 74.866 293.485 EM 34.650 8 -0.10749853D+04 0.8527537 0.0007926 76.970 290.353 EM 35.677 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 176 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.18197536D+04 0.0000000 0.0000000 0.000 147.379 EM 255.621 2 -0.16160587D+04 203.6949132 0.1119354 0.000 146.631 FS 256.369 3 -0.15926788D+04 23.3798767 0.0144672 0.000 146.635 FS 256.365 4 -0.13601962D+04 232.4826443 0.1459696 0.000 156.079 EM 246.921 5 -0.12249218D+04 135.2743913 0.0994521 0.000 154.136 EM 248.864 6 -0.11384422D+04 86.4795329 0.0706000 0.000 151.751 EM 251.249 7 -0.10980590D+04 40.3832383 0.0354724 0.000 150.936 EM 252.064 8 -0.10854789D+04 12.5801110 0.0114567 0.000 151.642 EM 251.358 9 -0.10809163D+04 4.5626125 0.0042033 0.000 153.303 EM 249.697 10 -0.10782901D+04 2.6261701 0.0024296 0.000 155.447 EM 247.553 11 -0.10766646D+04 1.6254701 0.0015075 0.000 157.796 EM 245.204 12 -0.10756284D+04 1.0362283 0.0009624 0.000 160.193 EM 242.807 13 -0.10749355D+04 0.6929487 0.0006442 0.000 162.551 EM 240.449 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 177 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16161325D+04 0.0000000 0.0000000 126.426 2.695 EM 273.879 2 -0.15407187D+04 75.4137793 0.0466631 129.536 0.303 FS 273.161 3 -0.11747670D+04 365.9516702 0.2375201 129.253 0.304 EM 273.443 4 -0.11392918D+04 35.4751949 0.0301976 130.552 0.465 EM 271.983 5 -0.11139238D+04 25.3680516 0.0222665 132.974 0.660 EM 269.366 6 -0.10977680D+04 16.1558030 0.0145035 136.086 0.863 EM 266.050 7 -0.10882637D+04 9.5043002 0.0086578 139.581 1.073 EM 262.346 8 -0.10827978D+04 5.4658435 0.0050225 143.164 1.298 EM 258.538 9 -0.10795638D+04 3.2340717 0.0029868 146.627 1.553 EM 254.820 10 -0.10775191D+04 2.0446227 0.0018939 149.843 1.859 EM 251.298 11 -0.10760802D+04 1.4389064 0.0013354 152.726 2.256 EM 248.018 12 -0.10748037D+04 1.2764895 0.0011862 155.134 2.871 EM 244.995 13 -0.10730771D+04 1.7266874 0.0016065 156.815 3.943 EM 242.241 14 -0.10709168D+04 2.1602630 0.0020131 158.063 5.191 EM 239.746 15 -0.10695757D+04 1.3410904 0.0012523 159.476 6.093 EM 237.431 16 -0.10689710D+04 0.6047173 0.0005654 161.099 6.674 EM 235.227 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 178 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13803061D+04 0.0000000 0.0000000 99.815 39.707 EM 263.478 2 -0.12998337D+04 80.4724001 0.0583004 40.208 90.527 FS 272.265 3 -0.11034996D+04 196.3340832 0.1510455 53.667 88.457 EM 260.876 4 -0.10863277D+04 17.1718359 0.0155613 63.494 82.461 EM 257.046 5 -0.10795746D+04 6.7531252 0.0062165 71.357 77.798 EM 253.845 6 -0.10760993D+04 3.4753664 0.0032192 77.530 74.624 EM 250.846 7 -0.10742851D+04 1.8141662 0.0016859 82.260 72.563 EM 248.177 8 -0.10733240D+04 0.9610740 0.0008946 85.826 71.273 EM 245.902 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 179 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14280443D+04 0.0000000 0.0000000 0.066 159.958 EM 242.977 2 -0.13870143D+04 41.0299634 0.0287316 0.000 155.693 FS 247.307 3 -0.12765017D+04 110.5126216 0.0796766 0.000 153.881 FS 249.119 4 -0.10837997D+04 192.7020317 0.1509610 0.000 164.946 EM 238.054 5 -0.10785353D+04 5.2643500 0.0048573 0.000 167.644 EM 235.356 6 -0.10763829D+04 2.1524373 0.0019957 0.000 168.760 EM 234.240 7 -0.10750973D+04 1.2855688 0.0011943 0.000 169.793 EM 233.207 8 -0.10743187D+04 0.7786562 0.0007243 0.000 170.985 EM 232.015 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 180 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16631143D+04 0.0000000 0.0000000 25.523 139.116 EM 238.361 2 -0.14741226D+04 188.9917021 0.1136372 2.322 130.846 FS 269.832 3 -0.11598934D+04 314.2291734 0.2131635 1.799 142.535 EM 258.666 4 -0.11356839D+04 24.2095042 0.0208722 1.306 142.980 EM 258.714 5 -0.11173249D+04 18.3589830 0.0161656 0.966 142.549 EM 259.485 6 -0.11029395D+04 14.3853903 0.0128748 0.750 143.041 EM 259.208 7 -0.10925111D+04 10.4283959 0.0094551 0.636 144.488 EM 257.876 8 -0.10855167D+04 6.9943772 0.0064021 0.619 146.595 EM 255.785 9 -0.10810473D+04 4.4693998 0.0041173 0.715 149.037 EM 253.248 10 -0.10781867D+04 2.8606377 0.0026462 0.944 151.532 EM 250.524 11 -0.10762746D+04 1.9120684 0.0017734 1.283 153.914 EM 247.802 12 -0.10749468D+04 1.3278576 0.0012338 1.647 156.155 EM 245.198 13 -0.10739840D+04 0.9628072 0.0008957 1.958 158.279 EM 242.763 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 181 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15758836D+04 0.0000000 0.0000000 0.016 126.399 EM 276.585 2 -0.14723917D+04 103.4918733 0.0656723 0.043 126.373 FS 276.584 3 -0.14703273D+04 2.0644007 0.0014021 0.000 126.398 FS 276.602 4 -0.11693908D+04 300.9365438 0.2046732 0.000 139.738 EM 263.262 5 -0.11376376D+04 31.7532109 0.0271536 0.000 140.340 EM 262.660 6 -0.11181457D+04 19.4918266 0.0171336 0.000 140.362 EM 262.638 7 -0.11031895D+04 14.9562010 0.0133759 0.000 141.359 EM 261.641 8 -0.10925685D+04 10.6210677 0.0096276 0.000 143.273 EM 259.727 9 -0.10856311D+04 6.9373501 0.0063496 0.000 145.817 EM 257.183 10 -0.10813340D+04 4.2971176 0.0039582 0.000 148.703 EM 254.297 11 -0.10787063D+04 2.6276781 0.0024300 0.000 151.710 EM 251.290 12 -0.10770618D+04 1.6445717 0.0015246 0.000 154.689 EM 248.311 13 -0.10759843D+04 1.0774979 0.0010004 0.000 157.557 EM 245.443 14 -0.10752401D+04 0.7441847 0.0006916 0.000 160.273 EM 242.727 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 182 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15764085D+04 0.0000000 0.0000000 37.220 128.909 EM 236.871 2 -0.15300246D+04 46.3839222 0.0294238 182.809 43.038 FS 177.153 3 -0.14687341D+04 61.2904564 0.0400585 118.117 7.407 FS 277.476 4 -0.13679538D+04 100.7803387 0.0686171 119.587 8.470 FS 274.943 5 -0.12916769D+04 76.2768693 0.0557598 124.714 9.243 FS 269.044 6 -0.12423784D+04 49.2984913 0.0381663 134.027 9.649 FS 259.324 7 -0.12090373D+04 33.3411408 0.0268365 142.128 9.402 FS 251.469 8 -0.11804402D+04 28.5970560 0.0236527 144.973 9.159 FS 248.869 9 -0.11543462D+04 26.0940408 0.0221053 146.537 8.985 FS 247.478 10 -0.11361328D+04 18.2133483 0.0157781 146.870 8.551 FS 247.579 11 -0.11144651D+04 21.6677207 0.0190715 151.751 7.740 FS 243.509 12 -0.10976790D+04 16.7860979 0.0150620 155.448 7.888 FS 239.664 13 -0.10853650D+04 12.3140027 0.0112182 161.312 7.709 FS 233.979 14 -0.10832678D+04 2.0971841 0.0019322 158.354 9.889 FS 234.757 15 -0.10756483D+04 7.6194952 0.0070338 183.672 3.775 FS 215.553 16 -0.10722357D+04 3.4125794 0.0031726 184.357 4.980 EM 213.663 17 -0.10715408D+04 0.6949122 0.0006481 184.594 5.687 EM 212.719 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 183 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.23777616D+04 0.0000000 0.0000000 98.218 31.161 EM 273.620 2 -0.20057321D+04 372.0295756 0.1564621 103.795 24.205 FS 275.000 3 -0.16716229D+04 334.1091113 0.1665771 105.982 21.987 FS 275.031 4 -0.14410479D+04 230.5750226 0.1379348 107.592 20.748 FS 274.660 5 -0.13743935D+04 66.6544291 0.0462541 125.231 0.003 FS 277.765 6 -0.12904036D+04 83.9899199 0.0611105 126.532 0.000 FS 276.468 7 -0.12227508D+04 67.6528230 0.0524276 129.167 0.000 FS 273.833 8 -0.11317221D+04 91.0286118 0.0744458 136.959 0.000 FS 266.041 9 -0.10896366D+04 42.0855192 0.0371871 155.795 0.000 FS 247.205 10 -0.10751900D+04 14.4466258 0.0132582 184.683 0.000 FS 218.317 11 -0.10724158D+04 2.7741694 0.0025802 203.309 0.000 FS 199.691 12 -0.10722112D+04 0.2046653 0.0001908 209.693 0.000 FS 193.307 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 184 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15609682D+04 0.0000000 0.0000000 0.789 137.967 EM 264.244 2 -0.15549123D+04 6.0559377 0.0038796 0.000 139.624 FS 263.376 3 -0.12496212D+04 305.2911228 0.1963398 0.000 137.980 FS 265.020 4 -0.11467158D+04 102.9054141 0.0823493 0.000 134.550 FS 268.450 5 -0.11003860D+04 46.3298053 0.0404022 0.000 148.927 FS 254.073 6 -0.10782541D+04 22.1318218 0.0201128 0.000 174.229 FS 228.771 7 -0.10728176D+04 5.4365542 0.0050420 0.000 197.324 FS 205.676 8 -0.10722404D+04 0.5772295 0.0005381 0.000 207.508 FS 195.492 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 185 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16951043D+04 0.0000000 0.0000000 3.427 378.346 EM 21.226 2 -0.16596660D+04 35.4383201 0.0209063 0.000 392.299 FS 10.701 3 -0.13664800D+04 293.1859617 0.1766536 0.000 403.000 FS 0.000 4 -0.12494453D+04 117.0347551 0.0856469 0.000 403.000 FS 0.000 5 -0.12069809D+04 42.4643946 0.0339866 0.000 403.000 FS 0.000 6 -0.11750273D+04 31.9535997 0.0264740 0.000 403.000 FS 0.000 7 -0.11480712D+04 26.9560982 0.0229408 0.000 403.000 FS 0.000 8 -0.11248727D+04 23.1985175 0.0202065 0.000 403.000 FS 0.000 9 -0.11055955D+04 19.2772079 0.0171372 0.000 403.000 FS 0.000 10 -0.10909000D+04 14.6954494 0.0132919 0.000 403.000 FS 0.000 11 -0.10813512D+04 9.5488014 0.0087531 0.000 403.000 FS 0.000 12 -0.10766701D+04 4.6811398 0.0043290 0.000 403.000 FS 0.000 13 -0.10752095D+04 1.4605493 0.0013565 0.000 403.000 FS 0.000 14 -0.10749545D+04 0.2550197 0.0002372 0.000 403.000 FS 0.000 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 186 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16091679D+04 0.0000000 0.0000000 0.283 194.023 EM 208.694 2 -0.11060724D+04 503.0954673 0.3126432 0.091 196.116 EM 206.792 3 -0.10953259D+04 10.7464704 0.0097159 0.041 193.418 EM 209.541 4 -0.10879312D+04 7.3946878 0.0067511 0.038 189.773 EM 213.190 5 -0.10825460D+04 5.3852170 0.0049500 0.072 186.630 EM 216.298 6 -0.10787377D+04 3.8082956 0.0035179 0.178 184.344 EM 218.478 7 -0.10760715D+04 2.6662553 0.0024716 0.397 182.815 EM 219.787 8 -0.10742591D+04 1.8123322 0.0016842 0.632 181.954 EM 220.415 9 -0.10731590D+04 1.1001660 0.0010241 0.764 181.704 EM 220.532 10 -0.10725301D+04 0.6288597 0.0005860 0.820 181.908 EM 220.272 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 187 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12968971D+04 0.0000000 0.0000000 0.098 311.515 EM 91.387 2 -0.12941624D+04 2.7347775 0.0021087 0.000 312.242 FS 90.758 3 -0.11810789D+04 113.0834574 0.0873797 0.000 272.174 EM 130.826 4 -0.11311746D+04 49.9042998 0.0422531 0.000 240.293 EM 162.707 5 -0.11094604D+04 21.7141960 0.0191961 0.000 218.943 EM 184.057 6 -0.10975116D+04 11.9487968 0.0107699 0.000 205.601 EM 197.399 7 -0.10893704D+04 8.1411912 0.0074179 0.000 197.338 EM 205.662 8 -0.10835706D+04 5.7998639 0.0053241 0.000 192.164 EM 210.836 9 -0.10795256D+04 4.0449587 0.0037330 0.000 188.935 EM 214.065 10 -0.10768234D+04 2.7021976 0.0025031 0.000 187.002 EM 215.998 11 -0.10750989D+04 1.7245092 0.0016015 0.000 185.963 EM 217.037 12 -0.10740412D+04 1.0576831 0.0009838 0.000 185.545 EM 217.455 13 -0.10734109D+04 0.6303381 0.0005869 0.000 185.554 EM 217.446 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 188 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17896457D+04 0.0000000 0.0000000 26.375 100.695 EM 275.930 2 -0.15679134D+04 221.7323214 0.1238973 0.158 128.223 FS 274.619 3 -0.13869588D+04 180.9545239 0.1154110 0.000 129.954 FS 273.046 4 -0.13600399D+04 26.9189745 0.0194086 0.000 128.833 FS 274.167 5 -0.12597697D+04 100.2701553 0.0737259 0.000 135.967 FS 267.033 6 -0.11883014D+04 71.4682965 0.0567312 0.000 149.637 FS 253.363 7 -0.11371376D+04 51.1637816 0.0430562 0.000 165.754 FS 237.246 8 -0.11031563D+04 33.9813027 0.0298832 0.000 174.295 FS 228.705 9 -0.10841072D+04 19.0490854 0.0172678 0.000 177.182 FS 225.818 10 -0.10760902D+04 8.0170738 0.0073951 0.000 183.882 FS 219.118 11 -0.10732515D+04 2.8387039 0.0026380 0.000 195.517 FS 207.483 12 -0.10723724D+04 0.8790212 0.0008190 0.000 206.766 FS 196.234 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 189 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16777230D+04 0.0000000 0.0000000 46.694 174.986 EM 181.320 2 -0.14541327D+04 223.5902236 0.1332701 29.729 123.692 FS 249.579 3 -0.11168228D+04 337.3098930 0.2319664 36.484 110.564 EM 255.952 4 -0.11015962D+04 15.2266090 0.0136339 42.937 103.575 EM 256.488 5 -0.10911712D+04 10.4249937 0.0094635 48.880 98.782 EM 255.337 6 -0.10842056D+04 6.9656409 0.0063836 54.240 95.206 EM 253.554 7 -0.10797414D+04 4.4642114 0.0041175 58.902 92.558 EM 251.540 8 -0.10769721D+04 2.7692521 0.0025647 62.831 90.639 EM 249.530 9 -0.10752753D+04 1.6968735 0.0015756 66.077 89.277 EM 247.647 10 -0.10742236D+04 1.0516499 0.0009780 68.727 88.328 EM 245.945 11 -0.10735524D+04 0.6711919 0.0006248 70.880 87.681 EM 244.440 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 190 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16600962D+04 0.0000000 0.0000000 89.216 36.118 EM 277.665 2 -0.14183018D+04 241.7944327 0.1456509 93.051 32.329 FS 277.620 3 -0.13356325D+04 82.6692550 0.0582875 119.219 5.648 FS 278.133 4 -0.11077723D+04 227.8602282 0.1706010 127.148 4.530 EM 271.322 5 -0.10964897D+04 11.2825559 0.0101849 144.467 0.000 FS 258.533 6 -0.10794357D+04 17.0540388 0.0155533 150.542 0.000 EM 252.458 7 -0.10772729D+04 2.1627914 0.0020036 153.989 0.000 EM 249.011 8 -0.10761303D+04 1.1426054 0.0010606 156.979 0.000 EM 246.021 9 -0.10753472D+04 0.7830689 0.0007277 159.757 0.000 EM 243.243 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 191 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13886618D+04 0.0000000 0.0000000 352.940 3.012 EM 47.048 2 -0.12079441D+04 180.7177833 0.1301381 318.548 1.201 EM 83.252 3 -0.11374396D+04 70.5044342 0.0583673 181.173 0.000 FS 221.827 4 -0.10889678D+04 48.4718578 0.0426149 157.838 0.000 FS 245.162 5 -0.10770135D+04 11.9543028 0.0109776 174.514 0.000 FS 228.486 6 -0.10739101D+04 3.1033097 0.0028814 186.986 0.000 FS 216.014 7 -0.10726224D+04 1.2877773 0.0011991 200.266 0.000 FS 202.734 8 -0.10722535D+04 0.3688300 0.0003439 209.279 0.000 FS 193.721 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 192 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12709740D+04 0.0000000 0.0000000 35.829 93.761 EM 273.410 2 -0.11277456D+04 143.2284280 0.1126919 42.852 95.202 EM 264.946 3 -0.11008922D+04 26.8533512 0.0238115 45.663 95.720 EM 261.617 4 -0.10892653D+04 11.6269085 0.0105614 47.099 97.284 EM 258.616 5 -0.10828116D+04 6.4536859 0.0059248 48.156 99.335 EM 255.509 6 -0.10790451D+04 3.7665026 0.0034784 49.139 101.495 EM 252.367 7 -0.10767717D+04 2.2733807 0.0021068 50.127 103.583 EM 249.290 8 -0.10753350D+04 1.4366985 0.0013343 51.130 105.524 EM 246.346 9 -0.10743771D+04 0.9579518 0.0008908 52.140 107.293 EM 243.567 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 193 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13199381D+04 0.0000000 0.0000000 100.959 171.223 EM 130.817 2 -0.11886580D+04 131.2801319 0.0994593 102.845 152.673 EM 147.482 3 -0.11244059D+04 64.2520471 0.0540543 105.303 136.626 EM 161.070 4 -0.10982894D+04 26.1164958 0.0232269 107.738 124.031 EM 171.231 5 -0.10881823D+04 10.1071125 0.0092026 110.039 114.494 EM 178.467 6 -0.10819485D+04 6.2338487 0.0057287 112.065 107.361 EM 183.574 7 -0.10776028D+04 4.3457287 0.0040166 113.779 102.058 EM 187.163 8 -0.10746833D+04 2.9194426 0.0027092 115.208 98.133 EM 189.659 9 -0.10728009D+04 1.8824489 0.0017516 116.401 95.238 EM 191.361 10 -0.10716308D+04 1.1701093 0.0010907 117.405 93.109 EM 192.486 11 -0.10709251D+04 0.7056236 0.0006585 118.263 91.541 EM 193.195 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 194 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19847952D+04 0.0000000 0.0000000 30.641 94.670 EM 277.689 2 -0.18343612D+04 150.4339507 0.0757932 0.427 123.820 FS 278.754 3 -0.18273712D+04 6.9900398 0.0038106 0.000 124.318 FS 278.682 4 -0.14215258D+04 405.8454343 0.2220925 0.000 129.559 EM 273.441 5 -0.12596153D+04 161.9105064 0.1138991 0.000 132.971 EM 270.029 6 -0.11535070D+04 106.1082183 0.0842386 0.000 136.807 EM 266.193 7 -0.10999212D+04 53.5858746 0.0464547 0.000 140.608 EM 262.392 8 -0.10826973D+04 17.2238991 0.0156592 0.000 144.484 EM 258.516 9 -0.10788535D+04 3.8437765 0.0035502 0.000 148.419 EM 254.581 10 -0.10772417D+04 1.6117907 0.0014940 0.000 152.166 EM 250.834 11 -0.10761690D+04 1.0726881 0.0009958 0.000 155.595 EM 247.405 12 -0.10754045D+04 0.7645385 0.0007104 0.000 158.709 EM 244.291 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 195 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17542221D+04 0.0000000 0.0000000 46.748 96.547 EM 259.705 2 -0.15340498D+04 220.1722715 0.1255099 48.895 83.480 FS 270.625 3 -0.11406551D+04 393.3946680 0.2564419 56.473 78.885 EM 267.641 4 -0.11164680D+04 24.1871037 0.0212046 60.812 76.148 EM 266.039 5 -0.11001727D+04 16.2952718 0.0145954 64.483 74.629 EM 263.888 6 -0.10894836D+04 10.6890876 0.0097158 67.840 74.026 EM 261.135 7 -0.10828529D+04 6.6307155 0.0060861 70.968 74.026 EM 258.006 8 -0.10788237D+04 4.0292639 0.0037210 73.876 74.392 EM 254.732 9 -0.10763359D+04 2.4877891 0.0023060 76.553 74.966 EM 251.482 10 -0.10747362D+04 1.5997076 0.0014863 78.989 75.651 EM 248.360 11 -0.10736551D+04 1.0810859 0.0010059 81.189 76.392 EM 245.419 12 -0.10728893D+04 0.7657659 0.0007132 83.163 77.158 EM 242.679 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 196 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12693485D+04 0.0000000 0.0000000 53.762 76.231 EM 273.007 2 -0.12236871D+04 45.6613157 0.0359722 96.541 37.649 FS 268.810 3 -0.10838022D+04 139.8849473 0.1143143 112.080 36.197 EM 254.722 4 -0.10781146D+04 5.6875640 0.0052478 119.047 32.780 EM 251.173 5 -0.10757334D+04 2.3811734 0.0022086 123.152 30.617 EM 249.232 6 -0.10744340D+04 1.2994324 0.0012080 125.884 29.423 EM 247.693 7 -0.10736644D+04 0.7696030 0.0007163 127.808 28.826 EM 246.366 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 197 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.27405214D+04 0.0000000 0.0000000 8.112 111.237 EM 283.651 2 -0.24572864D+04 283.2349654 0.1033508 7.627 111.852 FS 283.521 3 -0.23413358D+04 115.9506039 0.0471864 6.528 113.332 FS 283.139 4 -0.22234981D+04 117.8376940 0.0503293 13.117 109.057 FS 280.827 5 -0.20811734D+04 142.3247486 0.0640094 24.122 101.341 FS 277.537 6 -0.20294465D+04 51.7269170 0.0248547 83.979 39.369 FS 279.653 7 -0.18948587D+04 134.5877305 0.0663175 80.817 41.785 FS 280.398 8 -0.17771090D+04 117.7497470 0.0621417 75.171 48.821 FS 279.007 9 -0.16666486D+04 110.4603353 0.0621573 73.744 53.216 FS 276.040 10 -0.15879894D+04 78.6592272 0.0471960 70.080 59.128 FS 273.791 11 -0.14867156D+04 101.2738533 0.0637749 55.256 84.821 FS 262.922 12 -0.14190979D+04 67.6176644 0.0454812 61.596 78.070 FS 263.334 13 -0.13703417D+04 48.7561978 0.0343572 60.651 97.336 FS 245.013 14 -0.13685060D+04 1.8357533 0.0013396 49.465 83.476 FS 270.059 15 -0.13060991D+04 62.4068286 0.0456022 63.446 68.807 FS 270.746 16 -0.12406205D+04 65.4786168 0.0501330 89.734 66.934 FS 246.332 17 -0.11980963D+04 42.5242424 0.0342766 135.441 88.261 FS 179.298 18 -0.11635414D+04 34.5548543 0.0288415 206.507 100.248 FS 96.244 19 -0.11321037D+04 31.4377259 0.0270190 203.475 109.402 FS 90.123 20 -0.11127173D+04 19.3863515 0.0171242 131.924 98.606 FS 172.470 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 198 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15592769D+04 0.0000000 0.0000000 0.001 124.330 EM 278.669 2 -0.15487925D+04 10.4843751 0.0067239 0.000 124.365 FS 278.635 3 -0.13173172D+04 231.4753149 0.1494553 0.000 124.973 EM 278.027 4 -0.12398769D+04 77.4402482 0.0587863 0.000 125.744 EM 277.256 5 -0.11768526D+04 63.0242933 0.0508311 0.000 127.280 EM 275.720 6 -0.11335588D+04 43.2938617 0.0367878 0.000 129.805 EM 273.195 7 -0.11076538D+04 25.9049943 0.0228528 0.000 133.226 EM 269.774 8 -0.10933686D+04 14.2852139 0.0128968 0.000 137.190 EM 265.810 9 -0.10856555D+04 7.7130363 0.0070544 0.000 141.324 EM 261.676 10 -0.10813665D+04 4.2890624 0.0039507 0.000 145.369 EM 257.631 11 -0.10788346D+04 2.5319045 0.0023414 0.000 149.188 EM 253.812 12 -0.10772340D+04 1.6005871 0.0014836 0.000 152.733 EM 250.267 13 -0.10761565D+04 1.0775372 0.0010003 0.000 155.996 EM 247.004 14 -0.10753925D+04 0.7639770 0.0007099 0.000 158.993 EM 244.007 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 199 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.11527604D+04 0.0000000 0.0000000 215.649 89.281 EM 98.070 2 -0.10821540D+04 70.6064534 0.0612499 220.233 83.068 EM 99.699 3 -0.10742858D+04 7.8681657 0.0072708 222.696 79.428 EM 100.877 4 -0.10726094D+04 1.6764249 0.0015605 224.279 76.936 EM 101.785 5 -0.10717438D+04 0.8656073 0.0008070 225.325 75.175 EM 102.500 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 200 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13818991D+04 0.0000000 0.0000000 62.939 82.458 EM 257.603 2 -0.12644865D+04 117.4126450 0.0849647 62.625 63.791 FS 276.584 3 -0.12166459D+04 47.8405358 0.0378340 12.172 115.162 FS 275.666 4 -0.11442504D+04 72.3954725 0.0595041 30.464 120.090 FS 252.445 5 -0.11176488D+04 26.6015992 0.0232481 0.000 131.829 FS 271.171 6 -0.11124206D+04 5.2282894 0.0046779 0.000 131.829 FS 271.171 7 -0.10845812D+04 27.8393471 0.0250259 0.000 147.100 FS 255.900 8 -0.10747144D+04 9.8667691 0.0090973 0.000 175.283 FS 227.717 9 -0.10724691D+04 2.2453657 0.0020893 0.000 200.566 FS 202.434 10 -0.10722190D+04 0.2500716 0.0002332 0.000 208.918 FS 194.082 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 201 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.18730780D+04 0.0000000 0.0000000 6.652 116.736 EM 279.612 2 -0.16364856D+04 236.5923623 0.1263121 1.183 122.645 FS 279.172 3 -0.11769495D+04 459.5360486 0.2808067 1.988 127.665 EM 273.347 4 -0.11152579D+04 61.6916040 0.0524165 3.427 130.050 EM 269.523 5 -0.10934746D+04 21.7833626 0.0195321 6.091 129.786 EM 267.123 6 -0.10843588D+04 9.1157696 0.0083365 9.094 129.707 EM 264.199 7 -0.10794577D+04 4.9011617 0.0045199 11.621 130.428 EM 260.951 8 -0.10767943D+04 2.6633096 0.0024673 13.470 131.682 EM 257.848 9 -0.10752496D+04 1.5447635 0.0014346 14.765 133.167 EM 255.068 10 -0.10742772D+04 0.9724053 0.0009044 15.671 134.725 EM 252.604 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 202 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14925848D+04 0.0000000 0.0000000 113.423 12.662 EM 276.915 2 -0.12965304D+04 196.0543513 0.1313522 110.367 16.834 EM 275.799 3 -0.12471572D+04 49.3732149 0.0380810 104.412 22.852 EM 275.735 4 -0.11985743D+04 48.5828833 0.0389549 97.498 30.459 EM 275.043 5 -0.11554100D+04 43.1642746 0.0360130 90.719 38.836 EM 273.445 6 -0.11228830D+04 32.5270285 0.0281519 85.085 47.094 EM 270.822 7 -0.11018627D+04 21.0202736 0.0187199 81.017 54.637 EM 267.345 8 -0.10896629D+04 12.1998631 0.0110720 78.412 61.188 EM 263.401 9 -0.10829178D+04 6.7450986 0.0061901 76.931 66.696 EM 259.373 10 -0.10791684D+04 3.7493810 0.0034623 76.226 71.255 EM 255.519 11 -0.10769948D+04 2.1736008 0.0020141 76.018 75.024 EM 251.958 12 -0.10756587D+04 1.3360672 0.0012406 76.113 78.164 EM 248.722 13 -0.10747865D+04 0.8722587 0.0008109 76.388 80.815 EM 245.797 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 203 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13528347D+04 0.0000000 0.0000000 133.937 18.650 EM 250.413 2 -0.13151686D+04 37.6661486 0.0278424 132.011 0.001 FS 270.988 3 -0.12475798D+04 67.5887429 0.0513917 145.395 0.000 FS 257.605 4 -0.11879351D+04 59.6447569 0.0478084 158.863 0.000 FS 244.137 5 -0.11324447D+04 55.4903556 0.0467116 179.583 0.000 FS 223.417 6 -0.10979844D+04 34.4603334 0.0304300 186.437 0.000 FS 216.563 7 -0.10805101D+04 17.4742840 0.0159149 184.466 0.000 FS 218.534 8 -0.10742713D+04 6.2387679 0.0057739 189.473 0.000 FS 213.527 9 -0.10725756D+04 1.6957756 0.0015785 200.854 0.000 FS 202.146 10 -0.10722349D+04 0.3406373 0.0003176 209.759 0.000 FS 193.241 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 204 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17683515D+04 0.0000000 0.0000000 0.029 136.222 EM 266.749 2 -0.16111289D+04 157.2225941 0.0889091 0.023 136.080 FS 266.897 3 -0.16030186D+04 8.1103496 0.0050340 0.000 136.108 FS 266.892 4 -0.12182194D+04 384.7992316 0.2400466 0.000 132.878 EM 270.122 5 -0.11846325D+04 33.5868222 0.0275704 0.000 132.022 EM 270.978 6 -0.11536377D+04 30.9948160 0.0261641 0.000 132.394 EM 270.606 7 -0.11273151D+04 26.3226182 0.0228171 0.000 133.794 EM 269.206 8 -0.11076434D+04 19.6717159 0.0174501 0.000 136.100 EM 266.900 9 -0.10946066D+04 13.0368343 0.0117699 0.000 139.096 EM 263.904 10 -0.10866546D+04 7.9520111 0.0072647 0.000 142.499 EM 260.501 11 -0.10819637D+04 4.6908145 0.0043167 0.000 146.045 EM 256.955 12 -0.10791618D+04 2.8019275 0.0025897 0.000 149.543 EM 253.457 13 -0.10774139D+04 1.7479555 0.0016197 0.000 152.888 EM 250.112 14 -0.10762608D+04 1.1530082 0.0010702 0.000 156.029 EM 246.971 15 -0.10754580D+04 0.8028128 0.0007459 0.000 158.952 EM 244.048 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 205 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13375033D+04 0.0000000 0.0000000 39.975 89.896 EM 273.130 2 -0.12181611D+04 119.3421732 0.0892276 33.189 97.273 EM 272.538 3 -0.12022895D+04 15.8716440 0.0130292 0.038 126.559 FS 276.402 4 -0.11143675D+04 87.9219356 0.0731288 0.000 133.039 EM 269.961 5 -0.10978976D+04 16.4698994 0.0147796 0.000 136.686 EM 266.314 6 -0.10883666D+04 9.5310352 0.0086812 0.000 140.457 EM 262.543 7 -0.10829379D+04 5.4286835 0.0049879 0.000 144.301 EM 258.699 8 -0.10797707D+04 3.1672034 0.0029246 0.000 148.044 EM 254.956 9 -0.10778235D+04 1.9471981 0.0018033 0.000 151.585 EM 251.415 10 -0.10765512D+04 1.2723435 0.0011805 0.000 154.884 EM 248.116 11 -0.10756716D+04 0.8795627 0.0008170 0.000 157.936 EM 245.064 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 206 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12685310D+04 0.0000000 0.0000000 21.633 128.422 EM 252.945 2 -0.11392138D+04 129.3172404 0.1019425 9.000 126.913 EM 267.087 3 -0.10915242D+04 47.6895651 0.0418618 5.257 132.583 EM 265.160 4 -0.10823930D+04 9.1312129 0.0083656 4.140 137.736 EM 261.123 5 -0.10788640D+04 3.5290350 0.0032604 3.802 142.089 EM 257.108 6 -0.10769158D+04 1.9482222 0.0018058 3.704 145.854 EM 253.442 7 -0.10755467D+04 1.3690387 0.0012713 3.712 149.147 EM 250.141 8 -0.10745845D+04 0.9622681 0.0008947 3.744 152.089 EM 247.167 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 207 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13477038D+04 0.0000000 0.0000000 2.340 231.628 EM 169.032 2 -0.11854772D+04 162.2266307 0.1203726 2.250 168.746 EM 232.004 3 -0.11389491D+04 46.5281047 0.0392484 2.532 149.857 EM 250.612 4 -0.11188180D+04 20.1310787 0.0176751 3.059 144.270 EM 255.671 5 -0.11039753D+04 14.8426648 0.0132664 3.758 142.474 EM 256.768 6 -0.10928536D+04 11.1217528 0.0100743 4.590 142.217 EM 256.192 7 -0.10848639D+04 7.9896727 0.0073108 5.484 142.870 EM 254.646 8 -0.10791978D+04 5.6660572 0.0052228 6.335 144.145 EM 252.520 9 -0.10752189D+04 3.9789315 0.0036869 7.069 145.839 EM 250.092 10 -0.10726495D+04 2.5693628 0.0023896 7.636 147.833 EM 247.531 11 -0.10711094D+04 1.5401613 0.0014358 8.068 149.992 EM 244.940 12 -0.10701633D+04 0.9461214 0.0008833 8.425 152.181 EM 242.395 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 208 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17584781D+04 0.0000000 0.0000000 0.334 127.081 EM 275.584 2 -0.17243706D+04 34.1074132 0.0193960 0.000 127.406 FS 275.594 3 -0.16504000D+04 73.9706332 0.0428972 0.000 127.424 FS 275.576 4 -0.12889336D+04 361.4663769 0.2190174 0.000 128.352 FS 274.648 5 -0.11381746D+04 150.7590376 0.1169642 0.000 128.224 FS 274.776 6 -0.11070229D+04 31.1516948 0.0273699 0.000 134.185 FS 268.815 7 -0.10816728D+04 25.3501464 0.0228994 0.000 151.953 FS 251.047 8 -0.10739348D+04 7.7379379 0.0071537 0.000 181.005 FS 221.995 9 -0.10723682D+04 1.5666446 0.0014588 0.000 203.154 FS 199.846 10 -0.10722118D+04 0.1563975 0.0001458 0.000 209.417 FS 193.583 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 209 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.26456613D+04 0.0000000 0.0000000 0.001 100.999 EM 302.000 2 -0.24215000D+04 224.1612757 0.0847279 0.000 101.419 FS 301.580 3 -0.23757214D+04 45.7786316 0.0189051 0.000 100.881 FS 302.119 4 -0.23756965D+04 0.0248761 0.0000105 0.000 100.882 FS 302.118 5 -0.23682722D+04 7.4242608 0.0031251 0.000 112.144 FS 290.856 6 -0.21648724D+04 203.3998747 0.0858853 0.000 119.095 FS 283.905 7 -0.20372249D+04 127.6474174 0.0589630 0.000 122.348 FS 280.652 8 -0.19209948D+04 116.2301376 0.0570532 0.000 124.016 FS 278.984 9 -0.18101425D+04 110.8523081 0.0577057 0.000 125.699 FS 277.301 10 -0.17066993D+04 103.4432024 0.0571464 0.000 129.375 FS 273.625 11 -0.16104470D+04 96.2523129 0.0563968 0.000 139.652 FS 263.348 12 -0.15223807D+04 88.0662639 0.0546844 0.000 168.622 FS 234.378 13 -0.14459568D+04 76.4239008 0.0502003 0.000 231.366 FS 171.634 14 -0.13798906D+04 66.0662247 0.0456903 0.000 314.542 FS 88.458 15 -0.13128149D+04 67.0756991 0.0486094 0.000 368.648 FS 34.352 16 -0.12432024D+04 69.6125192 0.0530254 0.000 374.430 FS 28.570 17 -0.11278734D+04 115.3289672 0.0927677 0.000 376.461 EM 26.539 18 -0.10896789D+04 38.1945405 0.0338642 0.000 377.344 EM 25.656 19 -0.10809830D+04 8.6959154 0.0079803 0.000 377.853 EM 25.147 20 -0.10785133D+04 2.4696188 0.0022846 0.000 378.188 EM 24.812 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 210 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12014931D+04 0.0000000 0.0000000 4.820 171.676 EM 226.504 2 -0.11385678D+04 62.9252705 0.0523726 0.007 175.222 FS 227.771 3 -0.10777133D+04 60.8544822 0.0534483 0.000 192.719 EM 210.281 4 -0.10726832D+04 5.0301118 0.0046674 0.000 198.540 EM 204.460 5 -0.10723221D+04 0.3610925 0.0003366 0.000 200.760 EM 202.240 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 211 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14403722D+04 0.0000000 0.0000000 220.578 178.171 EM 4.251 2 -0.11064872D+04 333.8849455 0.2318046 231.033 167.396 EM 4.571 3 -0.10998472D+04 6.6400712 0.0060010 239.110 159.028 EM 4.862 4 -0.10926900D+04 7.1571842 0.0065074 244.977 152.893 EM 5.129 5 -0.10901503D+04 2.5396999 0.0023243 249.546 148.101 EM 5.353 6 -0.10864175D+04 3.7327460 0.0034241 252.810 144.634 EM 5.555 7 -0.10836455D+04 2.7720001 0.0025515 255.166 142.096 EM 5.737 8 -0.10811492D+04 2.4962805 0.0023036 256.636 140.465 EM 5.899 9 -0.10790296D+04 2.1196434 0.0019605 257.523 139.430 EM 6.046 10 -0.10775633D+04 1.4662980 0.0013589 257.868 138.958 EM 6.173 11 -0.10763172D+04 1.2461361 0.0011564 257.930 138.783 EM 6.287 12 -0.10754178D+04 0.8993275 0.0008356 257.759 138.854 EM 6.387 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 212 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12546413D+04 0.0000000 0.0000000 0.155 394.200 EM 8.645 2 -0.11923280D+04 62.3133392 0.0496663 0.015 388.277 EM 14.708 3 -0.11646658D+04 27.6622359 0.0232002 0.002 380.138 EM 22.860 4 -0.11461121D+04 18.5536290 0.0159304 0.001 370.145 EM 32.854 5 -0.11309239D+04 15.1882518 0.0132520 0.001 358.842 EM 44.157 6 -0.11182676D+04 12.6562866 0.0111911 0.000 346.946 EM 56.054 7 -0.11078639D+04 10.4036785 0.0093034 0.000 335.182 EM 67.818 8 -0.10994786D+04 8.3853147 0.0075689 0.000 324.144 EM 78.855 9 -0.10928405D+04 6.6381285 0.0060375 0.000 314.213 EM 88.787 10 -0.10876597D+04 5.1807976 0.0047407 0.000 305.554 EM 97.446 11 -0.10836659D+04 3.9937394 0.0036719 0.001 298.170 EM 104.830 12 -0.10806273D+04 3.0385896 0.0028040 0.001 291.959 EM 111.040 13 -0.10783503D+04 2.2770519 0.0021072 0.001 286.775 EM 116.224 14 -0.10766729D+04 1.6773968 0.0015555 0.001 282.458 EM 120.541 15 -0.10754594D+04 1.2134945 0.0011271 0.002 278.856 EM 124.142 16 -0.10745970D+04 0.8624139 0.0008019 0.003 275.836 EM 127.161 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 213 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15874906D+04 0.0000000 0.0000000 163.452 6.345 EM 233.203 2 -0.15017443D+04 85.7463397 0.0540138 95.765 33.532 FS 273.704 3 -0.12514652D+04 250.2790903 0.1666589 105.373 33.316 EM 264.312 4 -0.11595895D+04 91.8757178 0.0734145 107.056 31.605 EM 264.339 5 -0.11159783D+04 43.6111577 0.0376091 108.573 30.450 EM 263.977 6 -0.10978541D+04 18.1242381 0.0162407 110.740 29.852 EM 262.408 7 -0.10880517D+04 9.8023803 0.0089287 113.414 29.606 EM 259.980 8 -0.10819485D+04 6.1032137 0.0056093 116.349 29.580 EM 257.071 9 -0.10781987D+04 3.7497479 0.0034657 119.350 29.695 EM 253.955 10 -0.10758810D+04 2.3177645 0.0021497 122.287 29.897 EM 250.816 11 -0.10743984D+04 1.4826095 0.0013780 125.091 30.147 EM 247.762 12 -0.10734024D+04 0.9959910 0.0009270 127.728 30.420 EM 244.852 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 214 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.23711622D+04 0.0000000 0.0000000 42.844 113.127 EM 247.029 2 -0.19980172D+04 373.1449801 0.1573680 35.546 140.132 FS 227.322 3 -0.17020637D+04 295.9535078 0.1481236 29.200 170.030 FS 203.770 4 -0.15160056D+04 186.0581361 0.1093133 46.211 137.399 FS 219.389 5 -0.10831869D+04 432.8187086 0.2854994 37.632 147.055 EM 218.313 6 -0.10753004D+04 7.8864951 0.0072808 35.759 144.853 EM 222.388 7 -0.10740508D+04 1.2496307 0.0011621 35.597 141.017 EM 226.387 8 -0.10734383D+04 0.6124745 0.0005702 35.731 137.458 EM 229.811 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 215 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14376578D+04 0.0000000 0.0000000 65.592 58.965 EM 278.442 2 -0.12316473D+04 206.0104696 0.1432959 43.374 83.330 EM 276.297 3 -0.11626727D+04 68.9746406 0.0560019 0.377 127.502 FS 275.121 4 -0.11040289D+04 58.6437370 0.0504387 0.028 134.028 EM 268.944 5 -0.10907751D+04 13.2538743 0.0120050 0.002 138.544 EM 264.454 6 -0.10842361D+04 6.5389678 0.0059948 0.000 142.644 EM 260.356 7 -0.10805445D+04 3.6915857 0.0034048 0.000 146.583 EM 256.417 8 -0.10783222D+04 2.2223397 0.0020567 0.000 150.291 EM 252.709 9 -0.10768927D+04 1.4294739 0.0013256 0.000 153.731 EM 249.269 10 -0.10759167D+04 0.9760317 0.0009063 0.000 156.901 EM 246.099 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 216 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14954033D+04 0.0000000 0.0000000 2.122 154.676 EM 246.202 2 -0.14805477D+04 14.8556826 0.0099342 0.000 157.810 FS 245.190 3 -0.14449653D+04 35.5823458 0.0240332 0.000 148.595 FS 254.405 4 -0.13232318D+04 121.7334953 0.0842467 0.000 131.079 FS 271.921 5 -0.12330554D+04 90.1764056 0.0681486 0.000 145.081 FS 257.919 6 -0.11707729D+04 62.2825213 0.0505107 0.000 177.585 FS 225.415 7 -0.11214963D+04 49.2766134 0.0420890 0.000 219.538 FS 183.462 8 -0.10916120D+04 29.8842801 0.0266468 0.000 230.729 FS 172.271 9 -0.10781639D+04 13.4480751 0.0123195 0.000 215.175 FS 187.825 10 -0.10735411D+04 4.6228657 0.0042877 0.000 213.002 FS 189.998 11 -0.10724176D+04 1.1234963 0.0010465 0.000 213.366 FS 189.634 12 -0.10722254D+04 0.1921208 0.0001791 0.000 212.900 FS 190.100 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 217 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15029155D+04 0.0000000 0.0000000 16.330 118.302 EM 268.368 2 -0.14669795D+04 35.9359832 0.0239108 0.000 127.753 FS 275.247 3 -0.13710919D+04 95.8875828 0.0653640 0.000 130.866 FS 272.134 4 -0.11685909D+04 202.5010130 0.1476932 0.000 136.447 EM 266.553 5 -0.11334503D+04 35.1405585 0.0300709 0.000 136.792 EM 266.208 6 -0.11136728D+04 19.7775011 0.0174489 0.000 137.846 EM 265.154 7 -0.10993418D+04 14.3310745 0.0128683 0.000 139.838 EM 263.162 8 -0.10897938D+04 9.5479221 0.0086851 0.000 142.520 EM 260.480 9 -0.10838651D+04 5.9287323 0.0054402 0.000 145.602 EM 257.398 10 -0.10802842D+04 3.5809446 0.0033039 0.000 148.836 EM 254.164 11 -0.10780915D+04 2.1926454 0.0020297 0.000 152.047 EM 250.953 12 -0.10766915D+04 1.3999991 0.0012986 0.000 155.138 EM 247.862 13 -0.10757488D+04 0.9427194 0.0008756 0.000 158.058 EM 244.942 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 218 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14742539D+04 0.0000000 0.0000000 60.235 92.633 EM 250.132 2 -0.13357039D+04 138.5500336 0.0939798 24.541 105.776 FS 272.683 3 -0.11534814D+04 182.2224419 0.1364243 18.719 114.446 EM 269.835 4 -0.11241477D+04 29.3337344 0.0254306 15.295 119.469 EM 268.236 5 -0.11045477D+04 19.6000097 0.0174354 13.312 123.732 EM 265.956 6 -0.10918826D+04 12.6651432 0.0114664 12.183 127.800 EM 263.016 7 -0.10841884D+04 7.6941497 0.0070467 11.596 131.729 EM 259.675 8 -0.10796449D+04 4.5434911 0.0041907 11.353 135.462 EM 256.185 9 -0.10769211D+04 2.7238682 0.0025229 11.325 138.949 EM 252.726 10 -0.10752019D+04 1.7191971 0.0015964 11.433 142.165 EM 249.403 11 -0.10740424D+04 1.1594203 0.0010783 11.626 145.114 EM 246.260 12 -0.10732054D+04 0.8370306 0.0007793 11.875 147.813 EM 243.312 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 219 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15123153D+04 0.0000000 0.0000000 95.981 30.970 EM 276.049 2 -0.12908714D+04 221.4438886 0.1464271 58.994 70.218 EM 273.788 3 -0.12397368D+04 51.1346713 0.0396125 1.737 132.158 FS 269.105 4 -0.11517452D+04 87.9915178 0.0709760 1.729 141.263 EM 260.008 5 -0.11289666D+04 22.7786419 0.0197775 2.368 140.636 EM 259.997 6 -0.11110932D+04 17.8733624 0.0158316 3.603 139.363 EM 260.034 7 -0.10975621D+04 13.5311162 0.0121782 5.300 138.776 EM 258.924 8 -0.10882612D+04 9.3008986 0.0084741 7.247 138.882 EM 256.870 9 -0.10823721D+04 5.8891223 0.0054115 9.248 139.509 EM 254.243 10 -0.10788060D+04 3.5660564 0.0032947 11.185 140.452 EM 251.363 11 -0.10766497D+04 2.1563026 0.0019988 13.006 141.533 EM 248.461 12 -0.10753009D+04 1.3488139 0.0012528 14.698 142.629 EM 245.673 13 -0.10744114D+04 0.8895723 0.0008273 16.261 143.666 EM 243.073 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 220 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16168567D+04 0.0000000 0.0000000 50.549 126.648 EM 225.804 2 -0.13736284D+04 243.2283098 0.1504328 40.671 85.906 FS 276.423 3 -0.11873882D+04 186.2402444 0.1355827 32.135 94.330 EM 276.535 4 -0.11266584D+04 60.7297717 0.0511457 28.975 100.542 EM 273.483 5 -0.11005329D+04 26.1255130 0.0231885 27.612 106.064 EM 269.325 6 -0.10884816D+04 12.0513155 0.0109504 27.132 111.100 EM 264.768 7 -0.10824203D+04 6.0612495 0.0055685 27.138 115.582 EM 260.280 8 -0.10790550D+04 3.3653390 0.0031091 27.416 119.515 EM 256.069 9 -0.10770075D+04 2.0475017 0.0018975 27.843 122.958 EM 252.199 10 -0.10756646D+04 1.3429015 0.0012469 28.351 125.983 EM 248.666 11 -0.10747306D+04 0.9339898 0.0008683 28.902 128.654 EM 245.445 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 221 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17452530D+04 0.0000000 0.0000000 27.403 95.893 EM 279.704 2 -0.16288251D+04 116.4278942 0.0667112 15.388 109.654 FS 277.959 3 -0.15159439D+04 112.8812571 0.0693023 9.620 117.382 FS 275.998 4 -0.14250982D+04 90.8456917 0.0599268 11.211 124.065 FS 267.724 5 -0.13548232D+04 70.2749687 0.0493124 14.404 150.674 FS 237.922 6 -0.12996616D+04 55.1615765 0.0407150 14.989 241.236 FS 146.774 7 -0.12817886D+04 17.8730183 0.0137521 17.655 359.620 FS 25.725 8 -0.11093479D+04 172.4406597 0.1345313 27.840 354.002 EM 21.159 9 -0.10843997D+04 24.9482633 0.0224891 35.379 348.535 EM 19.086 10 -0.10769893D+04 7.4103742 0.0068336 40.674 344.244 EM 18.082 11 -0.10740583D+04 2.9310347 0.0027215 44.319 341.093 EM 17.588 12 -0.10727008D+04 1.3574889 0.0012639 46.835 338.814 EM 17.351 13 -0.10719967D+04 0.7040591 0.0006563 48.602 337.150 EM 17.248 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 222 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13446471D+04 0.0000000 0.0000000 55.085 90.999 EM 256.916 2 -0.11649195D+04 179.7276308 0.1336616 45.674 85.992 EM 271.334 3 -0.11313646D+04 33.5548656 0.0288045 41.894 90.340 EM 270.766 4 -0.11085140D+04 22.8505931 0.0201974 38.978 95.657 EM 268.365 5 -0.10938440D+04 14.6700227 0.0132340 36.811 101.008 EM 265.180 6 -0.10851563D+04 8.6877018 0.0079424 35.314 106.091 EM 261.595 7 -0.10800547D+04 5.1016227 0.0047013 34.398 110.673 EM 257.929 8 -0.10770145D+04 3.0401080 0.0028148 33.881 114.769 EM 254.351 9 -0.10751303D+04 1.8842931 0.0017496 33.644 118.396 EM 250.959 10 -0.10740632D+04 1.0670692 0.0009925 33.560 121.617 EM 247.823 11 -0.10733271D+04 0.7360483 0.0006853 33.633 124.405 EM 244.962 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 223 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12084515D+04 0.0000000 0.0000000 140.160 8.497 EM 254.343 2 -0.11983776D+04 10.0739369 0.0083362 180.707 0.001 FS 222.293 3 -0.10823396D+04 116.0379775 0.0968292 194.854 0.001 EM 208.145 4 -0.10733513D+04 8.9882948 0.0083045 199.269 0.001 EM 203.730 5 -0.10726814D+04 0.6699374 0.0006242 201.183 0.002 EM 201.815 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 224 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14824270D+04 0.0000000 0.0000000 321.457 23.165 EM 58.378 2 -0.12380307D+04 244.3962872 0.1648623 244.904 41.874 EM 116.223 3 -0.11340783D+04 103.9523980 0.0839659 195.893 54.104 EM 153.002 4 -0.11032088D+04 30.8694871 0.0272199 173.526 60.371 EM 169.103 5 -0.10912900D+04 11.9188559 0.0108038 163.458 63.882 EM 175.660 6 -0.10841249D+04 7.1650792 0.0065657 158.086 66.333 EM 178.581 7 -0.10794155D+04 4.7093899 0.0043440 154.689 68.318 EM 179.993 8 -0.10764247D+04 2.9907976 0.0027708 152.355 69.998 EM 180.647 9 -0.10746255D+04 1.7991743 0.0016714 150.735 71.401 EM 180.865 10 -0.10735949D+04 1.0306907 0.0009591 149.640 72.534 EM 180.826 11 -0.10730241D+04 0.5707219 0.0005316 148.933 73.421 EM 180.646 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 225 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12871094D+04 0.0000000 0.0000000 255.560 49.755 EM 97.685 2 -0.11310863D+04 156.0230813 0.1212198 232.556 43.231 EM 127.212 3 -0.11042754D+04 26.8109501 0.0237037 211.708 41.688 EM 149.604 4 -0.10919643D+04 12.3110565 0.0111485 196.031 41.585 EM 165.384 5 -0.10851536D+04 6.8107613 0.0062372 184.203 42.554 EM 176.243 6 -0.10803199D+04 4.8337001 0.0044544 175.365 43.809 EM 183.827 7 -0.10773829D+04 2.9369500 0.0027186 168.584 45.186 EM 189.230 8 -0.10748721D+04 2.5108276 0.0023305 163.663 46.252 EM 193.085 9 -0.10735079D+04 1.3642296 0.0012692 159.961 47.181 EM 195.858 10 -0.10723573D+04 1.1505503 0.0010718 157.243 47.933 EM 197.824 11 -0.10715933D+04 0.7640032 0.0007125 155.272 48.485 EM 199.242 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 226 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16410352D+04 0.0000000 0.0000000 9.726 115.676 EM 277.597 2 -0.14882723D+04 152.7628830 0.0930893 20.600 104.833 FS 277.567 3 -0.13759981D+04 112.2741802 0.0754393 15.757 111.813 FS 275.430 4 -0.13431297D+04 32.8683768 0.0238869 1.451 123.468 FS 278.081 5 -0.12234564D+04 119.6733316 0.0891004 0.000 126.768 FS 276.232 6 -0.11496503D+04 73.8060956 0.0603259 0.000 131.883 FS 271.117 7 -0.11013033D+04 48.3470124 0.0420537 0.000 144.701 FS 258.299 8 -0.10786875D+04 22.6157582 0.0205354 0.000 169.167 FS 233.833 9 -0.10729261D+04 5.7614712 0.0053412 0.000 195.036 FS 207.964 10 -0.10722504D+04 0.6757005 0.0006298 0.000 207.174 FS 195.826 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 227 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16447213D+04 0.0000000 0.0000000 151.015 0.713 EM 251.272 2 -0.15191312D+04 125.5901476 0.0763595 152.552 1.915 FS 248.533 3 -0.12407493D+04 278.3818456 0.1832507 141.968 0.000 FS 261.032 4 -0.11909881D+04 49.7612653 0.0401058 143.238 0.000 FS 259.762 5 -0.11161690D+04 74.8190437 0.0628210 153.685 0.000 EM 249.315 6 -0.11003353D+04 15.8337435 0.0141858 154.409 0.000 EM 248.591 7 -0.10910829D+04 9.2523642 0.0084087 154.255 0.000 EM 248.745 8 -0.10847254D+04 6.3575631 0.0058268 154.787 0.000 EM 248.213 9 -0.10805864D+04 4.1389607 0.0038157 156.041 0.000 EM 246.959 10 -0.10780000D+04 2.5864102 0.0023935 157.786 0.000 EM 245.214 11 -0.10764032D+04 1.5967516 0.0014812 159.805 0.000 EM 243.195 12 -0.10753988D+04 1.0044403 0.0009331 161.941 0.000 EM 241.059 13 -0.10747391D+04 0.6596600 0.0006134 164.092 0.000 EM 238.908 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 228 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15918372D+04 0.0000000 0.0000000 102.918 21.129 EM 278.953 2 -0.15734882D+04 18.3489561 0.0115269 123.233 0.834 FS 278.934 3 -0.13894845D+04 184.0037446 0.1169400 120.745 4.488 EM 277.767 4 -0.13045504D+04 84.9340872 0.0611263 105.718 20.670 EM 276.612 5 -0.12031910D+04 101.3593221 0.0776967 78.773 52.287 EM 271.940 6 -0.11206400D+04 82.5510790 0.0686101 53.381 85.168 EM 264.450 7 -0.10848176D+04 35.8224017 0.0319660 40.419 104.516 EM 258.065 8 -0.10754326D+04 9.3849978 0.0086512 35.364 113.364 EM 254.272 9 -0.10732567D+04 2.1758473 0.0020232 33.566 117.132 EM 252.302 10 -0.10726891D+04 0.5676294 0.0005289 33.068 118.697 EM 251.235 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 229 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14860891D+04 0.0000000 0.0000000 60.139 81.136 EM 261.725 2 -0.12993463D+04 186.7427942 0.1256606 10.296 128.352 FS 264.353 3 -0.11714609D+04 127.8854108 0.0984229 0.000 136.209 FS 266.791 4 -0.11107149D+04 60.7459756 0.0518549 0.000 150.438 FS 252.562 5 -0.10853964D+04 25.3184641 0.0227947 0.000 176.967 FS 226.033 6 -0.10766628D+04 8.7336611 0.0080465 0.000 202.726 FS 200.274 7 -0.10734558D+04 3.2069942 0.0029786 0.000 208.734 FS 194.266 8 -0.10724399D+04 1.0158274 0.0009463 0.000 211.988 FS 191.012 9 -0.10722304D+04 0.2095533 0.0001954 0.000 212.754 FS 190.246 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 230 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12176186D+04 0.0000000 0.0000000 13.567 293.813 EM 95.620 2 -0.11095518D+04 108.0667686 0.0887526 10.842 294.202 EM 97.956 3 -0.10955311D+04 14.0207237 0.0126364 9.372 291.545 EM 102.083 4 -0.10891593D+04 6.3718005 0.0058162 8.451 287.431 EM 107.118 5 -0.10844392D+04 4.7201167 0.0043337 7.901 282.673 EM 112.426 6 -0.10807667D+04 3.6724674 0.0033865 7.622 277.814 EM 117.564 7 -0.10779207D+04 2.8460377 0.0026334 7.552 273.174 EM 122.273 8 -0.10757409D+04 2.1798052 0.0020222 7.639 268.921 EM 126.441 9 -0.10740972D+04 1.6437231 0.0015280 7.830 265.122 EM 130.048 10 -0.10728798D+04 1.2173494 0.0011334 8.078 261.792 EM 133.130 11 -0.10719953D+04 0.8844548 0.0008244 8.338 258.916 EM 135.745 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 231 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13198674D+04 0.0000000 0.0000000 161.697 3.680 EM 237.623 2 -0.12037819D+04 116.0854513 0.0879524 141.429 4.498 EM 257.073 3 -0.11594263D+04 44.3556620 0.0368469 133.846 6.630 EM 262.524 4 -0.11335082D+04 25.9180529 0.0223542 129.469 9.803 EM 263.729 5 -0.11132212D+04 20.2870643 0.0178976 125.779 14.024 EM 263.197 6 -0.10979095D+04 15.3116378 0.0137544 122.526 18.982 EM 261.492 7 -0.10875628D+04 10.3466953 0.0094240 119.866 24.170 EM 258.964 8 -0.10812126D+04 6.3502460 0.0058390 117.875 29.133 EM 255.993 9 -0.10775274D+04 3.6851867 0.0034084 116.470 33.609 EM 252.921 10 -0.10754129D+04 2.1145343 0.0019624 115.505 37.511 EM 249.985 11 -0.10741729D+04 1.2399859 0.0011530 114.844 40.850 EM 247.306 12 -0.10734181D+04 0.7548337 0.0007027 114.391 43.682 EM 244.927 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 232 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16002762D+04 0.0000000 0.0000000 88.687 72.754 EM 241.559 2 -0.14016238D+04 198.6523837 0.1241363 90.540 39.870 FS 272.590 3 -0.13564419D+04 45.1818924 0.0322354 126.389 0.121 FS 276.490 4 -0.11567137D+04 199.7282617 0.1472442 129.728 0.007 EM 273.265 5 -0.11230096D+04 33.7040569 0.0291378 132.123 0.001 EM 270.876 6 -0.11029598D+04 20.0497806 0.0178536 135.289 0.000 EM 267.711 7 -0.10912143D+04 11.7455480 0.0106491 138.968 0.000 EM 264.032 8 -0.10845539D+04 6.6603693 0.0061036 142.835 0.000 EM 260.165 9 -0.10807291D+04 3.8247941 0.0035266 146.653 0.000 EM 256.347 10 -0.10784275D+04 2.3016381 0.0021297 150.291 0.000 EM 252.709 11 -0.10769556D+04 1.4718709 0.0013648 153.691 0.000 EM 249.309 12 -0.10759570D+04 0.9986432 0.0009273 156.838 0.000 EM 246.162 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 233 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19132989D+04 0.0000000 0.0000000 18.198 188.079 EM 196.723 2 -0.16269668D+04 286.3321734 0.1496537 18.794 190.962 FS 193.244 3 -0.14667829D+04 160.1839126 0.0984556 21.561 183.568 FS 197.871 4 -0.11294765D+04 337.3063930 0.2299634 10.869 186.174 EM 205.957 5 -0.11068260D+04 22.6504465 0.0200539 7.585 184.511 EM 210.904 6 -0.10950524D+04 11.7735990 0.0106373 6.273 181.612 EM 215.115 7 -0.10871244D+04 7.9280199 0.0072399 5.690 178.807 EM 218.503 8 -0.10816804D+04 5.4440128 0.0050077 5.462 176.646 EM 220.892 9 -0.10780449D+04 3.6354766 0.0033610 5.439 175.230 EM 222.331 10 -0.10757074D+04 2.3375286 0.0021683 5.546 174.469 EM 222.985 11 -0.10742457D+04 1.4616906 0.0013588 5.740 174.209 EM 223.051 12 -0.10733389D+04 0.9067532 0.0008441 5.997 174.299 EM 222.704 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 234 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13815215D+04 0.0000000 0.0000000 0.242 218.819 EM 183.938 2 -0.13644335D+04 17.0879912 0.0123690 0.000 213.205 FS 189.795 3 -0.11924530D+04 171.9804994 0.1260453 0.000 193.667 EM 209.333 4 -0.11223049D+04 70.1481508 0.0588268 0.000 180.309 EM 222.691 5 -0.11009896D+04 21.3152912 0.0189924 0.000 172.943 EM 230.057 6 -0.10911909D+04 9.7986388 0.0088998 0.000 168.980 EM 234.020 7 -0.10847119D+04 6.4790498 0.0059376 0.000 167.033 EM 235.967 8 -0.10803670D+04 4.3449015 0.0040056 0.000 166.400 EM 236.600 9 -0.10775893D+04 2.7776817 0.0025711 0.000 166.651 EM 236.349 10 -0.10758777D+04 1.7116308 0.0015884 0.000 167.480 EM 235.520 11 -0.10748386D+04 1.0390322 0.0009658 0.000 168.668 EM 234.332 12 -0.10742003D+04 0.6383224 0.0005939 0.000 170.059 EM 232.941 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 235 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13163893D+04 0.0000000 0.0000000 113.930 46.317 EM 242.753 2 -0.12226135D+04 93.7757747 0.0712371 137.846 0.010 FS 265.144 3 -0.11855878D+04 37.0256782 0.0302840 136.922 0.000 FS 266.078 4 -0.11173252D+04 68.2626202 0.0575770 136.061 0.000 FS 266.939 5 -0.10827340D+04 34.5912086 0.0309589 154.833 0.000 FS 248.167 6 -0.10735840D+04 9.1500538 0.0084509 185.362 0.000 FS 217.638 7 -0.10723008D+04 1.2831071 0.0011952 205.384 0.000 FS 197.616 8 -0.10722058D+04 0.0950324 0.0000886 209.875 0.000 FS 193.125 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 236 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17884371D+04 0.0000000 0.0000000 1.164 129.921 EM 271.915 2 -0.17772528D+04 11.1843356 0.0062537 0.000 131.465 FS 271.535 3 -0.17536567D+04 23.5960946 0.0132767 0.000 129.427 FS 273.573 4 -0.11139375D+04 639.7191610 0.3647916 0.000 152.702 EM 250.298 5 -0.10964441D+04 17.4934594 0.0157042 0.000 156.481 EM 246.519 6 -0.10882747D+04 8.1693594 0.0074508 0.000 156.951 EM 246.049 7 -0.10828377D+04 5.4369543 0.0049959 0.000 157.512 EM 245.488 8 -0.10793374D+04 3.5003248 0.0032325 0.000 158.642 EM 244.358 9 -0.10771634D+04 2.1740482 0.0020142 0.000 160.223 EM 242.777 10 -0.10758240D+04 1.3393564 0.0012434 0.000 162.068 EM 240.932 11 -0.10749806D+04 0.8434157 0.0007840 0.000 164.035 EM 238.965 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 237 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15721941D+04 0.0000000 0.0000000 2.277 317.583 EM 83.141 2 -0.13105935D+04 261.6006392 0.1663921 0.000 332.635 FS 70.365 3 -0.11535943D+04 156.9991963 0.1197924 0.000 232.462 FS 170.538 4 -0.11156812D+04 37.9130173 0.0328651 0.000 175.441 FS 227.559 5 -0.10917711D+04 23.9101235 0.0214310 0.000 177.749 FS 225.251 6 -0.10807476D+04 11.0234691 0.0100969 0.000 178.088 FS 224.912 7 -0.10754522D+04 5.2954669 0.0048998 0.000 185.712 FS 217.288 8 -0.10730849D+04 2.3672800 0.0022012 0.000 197.109 FS 205.891 9 -0.10723345D+04 0.7504011 0.0006993 0.000 207.438 FS 195.562 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 238 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14505258D+04 0.0000000 0.0000000 51.164 79.066 EM 272.770 2 -0.12776659D+04 172.8599595 0.1191705 1.404 138.596 FS 263.000 3 -0.12281620D+04 49.5038553 0.0387455 0.000 135.017 FS 267.983 4 -0.11842037D+04 43.9582830 0.0357919 0.000 134.705 EM 268.295 5 -0.11388210D+04 45.3827588 0.0383234 0.000 134.871 EM 268.129 6 -0.11151818D+04 23.6391481 0.0207576 0.000 136.260 EM 266.740 7 -0.10998612D+04 15.3206214 0.0137382 0.000 138.599 EM 264.401 8 -0.10899644D+04 9.8968068 0.0089982 0.000 141.572 EM 261.428 9 -0.10839414D+04 6.0229867 0.0055259 0.000 144.877 EM 258.123 10 -0.10803440D+04 3.5973973 0.0033188 0.000 148.274 EM 254.726 11 -0.10781476D+04 2.1963753 0.0020330 0.000 151.603 EM 251.397 12 -0.10767421D+04 1.4055744 0.0013037 0.000 154.777 EM 248.223 13 -0.10757918D+04 0.9502089 0.0008825 0.000 157.758 EM 245.242 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 239 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16137320D+04 0.0000000 0.0000000 273.596 3.494 EM 125.910 2 -0.11734933D+04 440.2386006 0.2728078 221.883 3.181 EM 177.937 3 -0.11357969D+04 37.6964403 0.0321233 191.078 3.008 EM 208.914 4 -0.11157012D+04 20.0956701 0.0176930 175.419 3.024 EM 224.558 5 -0.11020950D+04 13.6062533 0.0121952 167.465 3.186 EM 232.349 6 -0.10923103D+04 9.7846448 0.0088782 163.261 3.453 EM 236.286 7 -0.10853793D+04 6.9310416 0.0063453 161.113 3.794 EM 238.093 8 -0.10806665D+04 4.7127533 0.0043420 160.249 4.188 EM 238.563 9 -0.10775810D+04 3.0855914 0.0028553 160.222 4.628 EM 238.151 10 -0.10755901D+04 1.9908815 0.0018475 160.713 5.118 EM 237.169 11 -0.10742603D+04 1.3298046 0.0012363 161.481 5.680 EM 235.840 12 -0.10732458D+04 1.0145090 0.0009444 162.331 6.343 EM 234.326 13 -0.10722518D+04 0.9939853 0.0009261 163.130 7.123 EM 232.747 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 240 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19360063D+04 0.0000000 0.0000000 41.896 95.627 EM 265.477 2 -0.16900005D+04 246.0058009 0.1270687 145.392 14.479 FS 243.130 3 -0.14816394D+04 208.3611121 0.1232906 151.086 4.647 FS 247.268 4 -0.13336338D+04 148.0056404 0.0998932 153.193 1.162 FS 248.645 5 -0.12998340D+04 33.7997517 0.0253441 151.887 0.000 FS 251.113 6 -0.10767691D+04 223.0648993 0.1716103 161.026 0.000 EM 241.974 7 -0.10751363D+04 1.6328523 0.0015164 164.411 0.000 EM 238.589 8 -0.10744770D+04 0.6592630 0.0006132 166.588 0.000 EM 236.412 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 241 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.21921829D+04 0.0000000 0.0000000 0.213 378.261 EM 24.526 2 -0.20630535D+04 129.1294582 0.0589045 0.245 378.900 FS 23.855 3 -0.17142638D+04 348.7896481 0.1690648 0.029 310.561 EM 92.410 4 -0.14209220D+04 293.3418523 0.1711183 0.006 218.303 EM 184.690 5 -0.12491020D+04 171.8200009 0.1209215 0.003 166.158 EM 236.839 6 -0.11737918D+04 75.3101798 0.0602915 0.002 149.294 EM 253.704 7 -0.11432188D+04 30.5729867 0.0260463 0.002 143.931 EM 259.068 8 -0.11229786D+04 20.2401898 0.0177046 0.001 142.267 EM 260.731 9 -0.11071236D+04 15.8550197 0.0141187 0.001 142.378 EM 260.620 10 -0.10954272D+04 11.6964253 0.0105647 0.002 143.678 EM 259.321 11 -0.10875017D+04 7.9255035 0.0072351 0.002 145.793 EM 257.205 12 -0.10824756D+04 5.0260899 0.0046217 0.003 148.402 EM 254.595 13 -0.10793847D+04 3.0908495 0.0028554 0.006 151.246 EM 251.749 14 -0.10774678D+04 1.9169646 0.0017760 0.012 154.137 EM 248.851 15 -0.10762255D+04 1.2422588 0.0011529 0.032 156.952 EM 246.016 16 -0.10753436D+04 0.8819572 0.0008195 0.100 159.592 EM 243.308 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 242 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15737718D+04 0.0000000 0.0000000 319.527 2.541 EM 80.932 2 -0.12324737D+04 341.2980836 0.2168663 252.565 3.048 EM 147.386 3 -0.11624244D+04 70.0493094 0.0568364 205.046 3.571 EM 194.383 4 -0.11315930D+04 30.8314183 0.0265234 178.920 4.381 EM 219.700 5 -0.11126617D+04 18.9312709 0.0167298 165.767 5.416 EM 231.817 6 -0.10993758D+04 13.2859563 0.0119407 158.691 6.633 EM 237.677 7 -0.10896212D+04 9.7545907 0.0088728 154.595 7.932 EM 240.473 8 -0.10825271D+04 7.0940911 0.0065106 152.329 9.141 EM 241.530 9 -0.10774623D+04 5.0647809 0.0046787 151.410 10.101 EM 241.488 10 -0.10739476D+04 3.5147416 0.0032621 151.517 10.751 EM 240.732 11 -0.10716603D+04 2.2873178 0.0021298 152.381 11.113 EM 239.506 12 -0.10702510D+04 1.4092573 0.0013150 153.737 11.280 EM 237.983 13 -0.10693949D+04 0.8561105 0.0007999 155.355 11.349 EM 236.295 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 243 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14522726D+04 0.0000000 0.0000000 105.504 30.179 EM 267.317 2 -0.12593902D+04 192.8824282 0.1328142 94.017 36.194 EM 272.790 3 -0.12075022D+04 51.8879561 0.0412009 83.246 46.231 EM 273.523 4 -0.11643472D+04 43.1550509 0.0357391 73.443 56.705 EM 272.852 5 -0.11308488D+04 33.4984019 0.0287701 65.243 66.867 EM 270.889 6 -0.11069690D+04 23.8797730 0.0211167 59.039 75.977 EM 267.983 7 -0.10923594D+04 14.6096231 0.0131979 54.678 83.927 EM 264.396 8 -0.10842056D+04 8.1537613 0.0074644 51.782 90.703 EM 260.515 9 -0.10798291D+04 4.3765843 0.0040367 49.959 96.354 EM 256.687 10 -0.10774256D+04 2.4034357 0.0022258 48.863 101.035 EM 253.102 11 -0.10760503D+04 1.3753020 0.0012765 48.240 104.943 EM 249.817 12 -0.10752354D+04 0.8149300 0.0007573 47.923 108.241 EM 246.836 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 244 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16149713D+04 0.0000000 0.0000000 135.725 67.261 EM 200.015 2 -0.15257943D+04 89.1769306 0.0552189 144.093 9.359 FS 249.547 3 -0.14770481D+04 48.7462448 0.0319481 250.286 0.000 FS 152.714 4 -0.13411891D+04 135.8589734 0.0919801 169.980 0.000 FS 233.020 5 -0.12736092D+04 67.5799320 0.0503881 232.112 0.000 FS 170.888 6 -0.12094807D+04 64.1285251 0.0503518 256.916 0.000 FS 146.084 7 -0.11558131D+04 53.6675659 0.0443724 242.423 0.000 FS 160.577 8 -0.11138835D+04 41.9296046 0.0362771 216.274 0.000 FS 186.726 9 -0.10860615D+04 27.8219999 0.0249775 200.954 0.000 FS 202.046 10 -0.10742823D+04 11.7792390 0.0108458 197.240 0.000 FS 205.760 11 -0.10722859D+04 1.9963368 0.0018583 203.732 0.000 FS 199.268 12 -0.10721999D+04 0.0860555 0.0000803 210.305 0.000 FS 192.695 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 245 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15586298D+04 0.0000000 0.0000000 5.050 118.737 EM 279.213 2 -0.15224884D+04 36.1413452 0.0231879 1.038 122.846 FS 279.116 3 -0.12702871D+04 252.2013717 0.1656508 3.570 121.478 EM 277.952 4 -0.11828041D+04 87.4829434 0.0688686 8.762 118.092 EM 276.145 5 -0.11295836D+04 53.2205023 0.0449952 15.456 114.768 EM 272.776 6 -0.11016067D+04 27.9769312 0.0247675 22.010 112.668 EM 268.323 7 -0.10881133D+04 13.4933664 0.0122488 27.492 111.870 EM 263.638 8 -0.10816333D+04 6.4800618 0.0059553 31.760 111.947 EM 259.292 9 -0.10783269D+04 3.3063587 0.0030568 35.027 112.489 EM 255.484 10 -0.10764756D+04 1.8513138 0.0017168 37.565 113.222 EM 252.213 11 -0.10753362D+04 1.1393897 0.0010584 39.596 113.997 EM 249.407 12 -0.10745774D+04 0.7588083 0.0007056 41.274 114.737 EM 246.990 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 246 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14079640D+04 0.0000000 0.0000000 70.448 66.782 EM 265.770 2 -0.13189810D+04 88.9830881 0.0631998 126.087 0.012 FS 276.902 3 -0.12302085D+04 88.7724234 0.0673038 127.025 0.023 EM 275.952 4 -0.11758787D+04 54.3298362 0.0441631 128.210 0.049 EM 274.740 5 -0.11371344D+04 38.7442949 0.0329492 130.266 0.097 EM 272.637 6 -0.11113093D+04 25.8251460 0.0227107 133.176 0.165 EM 269.659 7 -0.10958406D+04 15.4686445 0.0139193 136.704 0.248 EM 266.048 8 -0.10871026D+04 8.7380589 0.0079738 140.525 0.336 EM 262.139 9 -0.10821821D+04 4.9204542 0.0045262 144.364 0.425 EM 258.211 10 -0.10793015D+04 2.8805641 0.0026618 148.050 0.513 EM 254.437 11 -0.10775105D+04 1.7910760 0.0016595 151.500 0.600 EM 250.899 12 -0.10763236D+04 1.1868944 0.0011015 154.688 0.687 EM 247.625 13 -0.10754899D+04 0.8336274 0.0007745 157.611 0.778 EM 244.611 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 247 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12671904D+04 0.0000000 0.0000000 368.148 28.834 EM 6.018 2 -0.11614264D+04 105.7639937 0.0834634 361.291 31.527 EM 10.182 3 -0.11334662D+04 27.9601872 0.0240740 353.305 34.487 EM 15.208 4 -0.11159503D+04 17.5159143 0.0154534 344.872 37.428 EM 20.700 5 -0.11051280D+04 10.8223501 0.0096979 336.329 40.353 EM 26.318 6 -0.10964719D+04 8.6560369 0.0078326 328.177 43.001 EM 31.822 7 -0.10901046D+04 6.3672986 0.0058071 320.628 45.354 EM 37.018 8 -0.10820557D+04 8.0489321 0.0073836 314.474 46.742 EM 41.784 9 -0.10790612D+04 2.9944867 0.0027674 309.691 47.369 EM 45.939 10 -0.10764485D+04 2.6127255 0.0024213 305.925 47.515 EM 49.560 11 -0.10741531D+04 2.2953455 0.0021323 302.937 47.331 EM 52.732 12 -0.10723572D+04 1.7959640 0.0016720 300.531 46.960 EM 55.509 13 -0.10711444D+04 1.2127467 0.0011309 298.552 46.513 EM 57.935 14 -0.10703251D+04 0.8193569 0.0007649 296.891 46.062 EM 60.047 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 248 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14360593D+04 0.0000000 0.0000000 135.563 5.275 EM 262.162 2 -0.13937058D+04 42.3535703 0.0294929 129.774 0.000 FS 273.226 3 -0.13068629D+04 86.8428510 0.0623107 126.541 0.000 FS 276.459 4 -0.11655235D+04 141.3393708 0.1081516 133.136 0.000 EM 269.864 5 -0.11377615D+04 27.7620880 0.0238194 134.228 0.000 EM 268.772 6 -0.11160369D+04 21.7245805 0.0190941 135.822 0.000 EM 267.178 7 -0.11003988D+04 15.6380870 0.0140122 138.242 0.000 EM 264.758 8 -0.10902625D+04 10.1362857 0.0092115 141.266 0.000 EM 261.734 9 -0.10841126D+04 6.1499041 0.0056408 144.613 0.000 EM 258.387 10 -0.10804493D+04 3.6632554 0.0033790 148.045 0.000 EM 254.955 11 -0.10782171D+04 2.2322137 0.0020660 151.403 0.000 EM 251.597 12 -0.10767906D+04 1.4265774 0.0013231 154.601 0.000 EM 248.399 13 -0.10758271D+04 0.9634213 0.0008947 157.601 0.000 EM 245.399 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 249 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.29826367D+04 0.0000000 0.0000000 0.006 53.879 EM 349.115 2 -0.28127694D+04 169.8672822 0.0569521 44.164 29.100 FS 329.736 3 -0.11717822D+04 1640.9872360 0.5834062 105.763 19.037 EM 278.200 4 -0.11308418D+04 40.9403954 0.0349386 123.000 4.040 FS 275.959 5 -0.10939774D+04 36.8643629 0.0325990 129.202 3.931 EM 269.867 6 -0.10836222D+04 10.3552357 0.0094657 133.875 4.505 EM 264.620 7 -0.10788212D+04 4.8009564 0.0044305 137.690 5.270 EM 260.039 8 -0.10760969D+04 2.7243819 0.0025253 140.851 5.995 EM 256.153 9 -0.10744012D+04 1.6956244 0.0015757 143.544 6.578 EM 252.877 10 -0.10733302D+04 1.0710638 0.0009969 145.892 7.003 EM 250.105 11 -0.10726647D+04 0.6654671 0.0006200 147.960 7.301 EM 247.739 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 250 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17452476D+04 0.0000000 0.0000000 0.745 126.689 EM 275.567 2 -0.15054530D+04 239.7945826 0.1373986 0.720 126.719 FS 275.560 3 -0.14737062D+04 31.7468055 0.0210879 0.000 127.451 FS 275.549 4 -0.11631337D+04 310.5724422 0.2107424 0.000 145.794 EM 257.206 5 -0.11273827D+04 35.7510578 0.0307368 0.000 146.952 EM 256.048 6 -0.11104699D+04 16.9127604 0.0150018 0.000 146.299 EM 256.701 7 -0.10981733D+04 12.2965787 0.0110733 0.000 146.483 EM 256.517 8 -0.10894501D+04 8.7231897 0.0079434 0.000 147.676 EM 255.324 9 -0.10836929D+04 5.7572072 0.0052845 0.000 149.609 EM 253.391 10 -0.10800791D+04 3.6137971 0.0033347 0.000 151.987 EM 251.013 11 -0.10778473D+04 2.2317943 0.0020663 0.000 154.574 EM 248.426 12 -0.10764442D+04 1.4031673 0.0013018 0.000 157.210 EM 245.790 13 -0.10755237D+04 0.9204666 0.0008551 0.001 159.796 EM 243.204 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 251 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15287617D+04 0.0000000 0.0000000 6.380 117.979 EM 278.640 2 -0.15003967D+04 28.3649974 0.0185542 0.000 124.346 FS 278.653 3 -0.12156224D+04 284.7743838 0.1897994 0.000 129.748 EM 273.252 4 -0.11739429D+04 41.6794916 0.0342865 0.000 130.402 EM 272.598 5 -0.11415466D+04 32.3962692 0.0275961 0.000 131.721 EM 271.279 6 -0.11167306D+04 24.8160183 0.0217389 0.000 133.937 EM 269.063 7 -0.10999830D+04 16.7476202 0.0149970 0.000 136.912 EM 266.088 8 -0.10897357D+04 10.2472610 0.0093158 0.000 140.375 EM 262.625 9 -0.10837531D+04 5.9826106 0.0054900 0.000 144.039 EM 258.961 10 -0.10802490D+04 3.5040581 0.0032333 0.000 147.686 EM 255.314 11 -0.10781142D+04 2.1348419 0.0019762 0.000 151.185 EM 251.815 12 -0.10767383D+04 1.3758594 0.0012762 0.000 154.472 EM 248.528 13 -0.10757997D+04 0.9386787 0.0008718 0.000 157.529 EM 245.471 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 252 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14323824D+04 0.0000000 0.0000000 98.561 68.954 EM 235.486 2 -0.11906869D+04 241.6955021 0.1687367 104.808 68.494 FS 229.698 3 -0.11153249D+04 75.3620124 0.0632929 81.691 74.852 EM 246.457 4 -0.10919159D+04 23.4089809 0.0209885 68.074 84.947 EM 249.979 5 -0.10831485D+04 8.7673863 0.0080294 59.279 93.605 EM 250.116 6 -0.10783611D+04 4.7873865 0.0044199 53.679 99.850 EM 249.471 7 -0.10757328D+04 2.6283767 0.0024374 50.291 103.990 EM 248.719 8 -0.10743149D+04 1.4178531 0.0013180 48.383 106.586 EM 248.030 9 -0.10735273D+04 0.7876410 0.0007332 47.423 108.146 EM 247.431 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 253 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14244570D+04 0.0000000 0.0000000 260.538 29.635 EM 112.827 2 -0.13305869D+04 93.8701305 0.0658989 247.252 31.647 FS 124.101 3 -0.12485088D+04 82.0780631 0.0616856 142.549 28.065 FS 232.385 4 -0.11618286D+04 86.6802095 0.0694270 156.617 8.194 FS 238.190 5 -0.11400790D+04 21.7495729 0.0187201 163.297 9.514 FS 230.189 6 -0.11121828D+04 27.8962245 0.0244687 154.696 9.902 FS 238.401 7 -0.11087505D+04 3.4323185 0.0030861 172.119 0.251 FS 230.630 8 -0.10809576D+04 27.7929394 0.0250669 174.131 0.922 EM 227.947 9 -0.10734536D+04 7.5040138 0.0069420 198.259 0.000 FS 204.741 10 -0.10722430D+04 1.2105850 0.0011277 204.818 0.000 FS 198.182 11 -0.10721986D+04 0.0443543 0.0000414 210.570 0.000 FS 192.430 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 254 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.21274346D+04 0.0000000 0.0000000 188.809 97.857 EM 116.334 2 -0.13200581D+04 807.3765140 0.3795071 72.523 94.185 EM 236.292 3 -0.10898770D+04 230.1811106 0.1743720 35.684 151.910 FS 215.406 4 -0.10731071D+04 16.7699004 0.0153870 35.282 149.958 EM 217.760 5 -0.10722799D+04 0.8272178 0.0007709 35.475 150.048 EM 217.478 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 255 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12154307D+04 0.0000000 0.0000000 183.675 30.447 EM 188.878 2 -0.10988243D+04 116.6063172 0.0959383 173.777 31.741 EM 197.482 3 -0.10752812D+04 23.5431274 0.0214257 170.544 32.151 EM 200.305 4 -0.10735095D+04 1.7717045 0.0016477 170.928 32.207 EM 199.865 5 -0.10730824D+04 0.4271461 0.0003979 172.159 32.194 EM 198.647 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 256 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17435291D+04 0.0000000 0.0000000 19.695 102.334 EM 280.971 2 -0.13292722D+04 414.2569109 0.2375968 9.131 115.210 EM 278.659 3 -0.13254109D+04 3.8612538 0.0029048 0.000 124.218 FS 278.782 4 -0.11804855D+04 144.9254695 0.1093438 0.000 125.845 EM 277.155 5 -0.11225824D+04 57.9030322 0.0490502 0.000 129.203 EM 273.797 6 -0.10986659D+04 23.9165345 0.0213049 0.000 133.660 EM 269.340 7 -0.10879508D+04 10.7150571 0.0097528 0.000 138.391 EM 264.609 8 -0.10825865D+04 5.3643485 0.0049307 0.000 142.952 EM 260.048 9 -0.10795833D+04 3.0031619 0.0027741 0.000 147.177 EM 255.823 10 -0.10777349D+04 1.8484731 0.0017122 0.000 151.031 EM 251.969 11 -0.10765098D+04 1.2250135 0.0011367 0.000 154.531 EM 248.469 12 -0.10756513D+04 0.8585635 0.0007975 0.000 157.712 EM 245.288 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 257 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.22032624D+04 0.0000000 0.0000000 43.764 339.286 EM 19.949 2 -0.14879107D+04 715.3516945 0.3246784 51.937 270.069 EM 80.993 3 -0.12498795D+04 238.0312062 0.1599768 101.292 170.922 FS 130.787 4 -0.11481055D+04 101.7740053 0.0814271 71.055 187.133 EM 144.812 5 -0.11174096D+04 30.6958368 0.0267361 56.388 194.672 EM 151.940 6 -0.11013275D+04 16.0821294 0.0143923 49.698 196.353 EM 156.949 7 -0.10910873D+04 10.2401625 0.0092980 45.487 196.014 EM 161.499 8 -0.10831870D+04 7.9002952 0.0072408 42.458 194.913 EM 165.628 9 -0.10781523D+04 5.0347077 0.0046481 40.317 193.517 EM 169.166 10 -0.10754233D+04 2.7290426 0.0025312 39.035 192.003 EM 171.962 11 -0.10740574D+04 1.3658579 0.0012701 38.329 190.493 EM 174.178 12 -0.10733847D+04 0.6726994 0.0006263 37.939 189.064 EM 175.997 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 258 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13114133D+04 0.0000000 0.0000000 63.285 63.397 EM 276.318 2 -0.12635094D+04 47.9039799 0.0365285 4.035 122.779 FS 276.186 3 -0.11752213D+04 88.2880940 0.0698753 0.000 134.219 FS 268.781 4 -0.10985027D+04 76.7185636 0.0652801 0.000 141.935 EM 261.065 5 -0.10880399D+04 10.4627786 0.0095246 0.000 144.860 EM 258.140 6 -0.10828043D+04 5.2355902 0.0048119 0.000 147.675 EM 255.325 7 -0.10796036D+04 3.2006842 0.0029559 0.000 150.631 EM 252.369 8 -0.10776256D+04 1.9780424 0.0018322 0.000 153.610 EM 249.390 9 -0.10763565D+04 1.2691023 0.0011777 0.000 156.510 EM 246.490 10 -0.10754994D+04 0.8570749 0.0007963 0.000 159.275 EM 243.725 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 259 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16245591D+04 0.0000000 0.0000000 0.845 177.350 EM 224.805 2 -0.15679396D+04 56.6194655 0.0348522 1.342 177.498 FS 224.160 3 -0.14121185D+04 155.8211191 0.0993795 0.000 175.398 FS 227.602 4 -0.12852259D+04 126.8925374 0.0898597 0.000 139.420 FS 263.580 5 -0.12028259D+04 82.4000148 0.0641133 0.000 155.428 FS 247.572 6 -0.11499679D+04 52.8580061 0.0439449 0.000 175.475 FS 227.525 7 -0.11138914D+04 36.0765401 0.0313718 0.000 183.685 FS 219.315 8 -0.10915731D+04 22.3182385 0.0200363 0.000 182.276 FS 220.724 9 -0.10801752D+04 11.3979018 0.0104417 0.000 184.662 FS 218.338 10 -0.10750902D+04 5.0849897 0.0047076 0.000 192.297 FS 210.703 11 -0.10729636D+04 2.1266411 0.0019781 0.000 202.235 FS 200.765 12 -0.10723197D+04 0.6439074 0.0006001 0.000 209.944 FS 193.056 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 260 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15086072D+04 0.0000000 0.0000000 116.344 10.813 EM 275.843 2 -0.14887942D+04 19.8129397 0.0131333 126.881 0.110 FS 276.009 3 -0.11824721D+04 306.3220964 0.2057518 130.367 0.198 EM 272.435 4 -0.11435650D+04 38.9071417 0.0329032 131.402 0.441 EM 271.157 5 -0.11181812D+04 25.3837759 0.0221971 133.096 0.857 EM 269.047 6 -0.11007699D+04 17.4112737 0.0155711 135.425 1.444 EM 266.131 7 -0.10899723D+04 10.7976850 0.0098092 138.163 2.156 EM 262.681 8 -0.10836257D+04 6.3465645 0.0058227 141.051 2.947 EM 259.002 9 -0.10798992D+04 3.7264966 0.0034389 143.880 3.786 EM 255.334 10 -0.10776253D+04 2.2739217 0.0021057 146.522 4.654 EM 251.824 11 -0.10761561D+04 1.4692283 0.0013634 148.919 5.538 EM 248.543 12 -0.10751504D+04 1.0056718 0.0009345 151.058 6.427 EM 245.514 13 -0.10744278D+04 0.7226288 0.0006721 152.950 7.313 EM 242.736 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 261 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13655284D+04 0.0000000 0.0000000 40.730 124.646 EM 237.624 2 -0.11610566D+04 204.4717557 0.1497382 45.827 125.123 FS 232.050 3 -0.11154387D+04 45.6179213 0.0392900 46.640 117.150 FS 239.210 4 -0.10809608D+04 34.4778858 0.0309097 40.936 131.357 EM 230.707 5 -0.10807096D+04 0.2512422 0.0002324 18.466 154.898 FS 229.636 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 262 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12996000D+04 0.0000000 0.0000000 103.387 280.322 EM 19.291 2 -0.11818663D+04 117.7336648 0.0905922 0.012 402.988 FS 0.000 3 -0.11483606D+04 33.5056639 0.0283498 0.008 402.992 EM 0.000 4 -0.11207843D+04 27.5763434 0.0240137 0.000 403.000 FS 0.000 5 -0.10907321D+04 30.0521672 0.0268135 0.000 403.000 EM 0.000 6 -0.10812553D+04 9.4768080 0.0086885 0.000 403.000 EM 0.000 7 -0.10774433D+04 3.8120656 0.0035256 0.000 403.000 EM 0.000 8 -0.10759640D+04 1.4792351 0.0013729 0.000 403.000 EM 0.000 9 -0.10753844D+04 0.5796490 0.0005387 0.000 403.000 EM 0.000 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 263 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.21957304D+04 0.0000000 0.0000000 17.165 246.042 EM 139.793 2 -0.18996697D+04 296.0607369 0.1348347 14.220 244.532 FS 144.248 3 -0.15031318D+04 396.5378091 0.2087404 14.977 230.844 FS 157.179 4 -0.12748611D+04 228.2707041 0.1518634 9.139 231.828 FS 162.032 5 -0.11255689D+04 149.2921905 0.1171047 5.940 218.892 FS 178.168 6 -0.10961199D+04 29.4490844 0.0261637 5.185 220.046 EM 177.768 7 -0.10848927D+04 11.2271993 0.0102427 5.127 219.385 EM 178.488 8 -0.10816620D+04 3.2306450 0.0029778 5.095 219.058 EM 178.847 9 -0.10781866D+04 3.4754029 0.0032130 4.952 218.998 EM 179.050 10 -0.10733285D+04 4.8581577 0.0045059 4.151 219.522 EM 179.328 11 -0.10713087D+04 2.0197409 0.0018818 3.823 219.711 EM 179.466 12 -0.10709806D+04 0.3280821 0.0003062 3.821 219.581 EM 179.598 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 264 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14210609D+04 0.0000000 0.0000000 1.175 152.668 EM 249.157 2 -0.12653048D+04 155.7561254 0.1096055 1.086 152.751 FS 249.163 3 -0.12503086D+04 14.9961999 0.0118518 0.000 152.910 FS 250.090 4 -0.12200310D+04 30.2775988 0.0242161 0.000 155.707 FS 247.293 5 -0.11490895D+04 70.9415083 0.0581473 0.000 195.147 FS 207.853 6 -0.11078359D+04 41.2535811 0.0359011 0.000 245.282 FS 157.718 7 -0.10860133D+04 21.8225358 0.0196983 0.000 252.970 FS 150.030 8 -0.10768341D+04 9.1792910 0.0084523 0.000 226.764 FS 176.236 9 -0.10733342D+04 3.4998998 0.0032502 0.000 219.177 FS 183.823 10 -0.10723969D+04 0.9372678 0.0008732 0.000 214.885 FS 188.115 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 265 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.11715410D+04 0.0000000 0.0000000 30.113 369.909 EM 2.977 2 -0.10935251D+04 78.0158789 0.0665925 26.702 372.950 EM 3.348 3 -0.10892674D+04 4.2576750 0.0038935 25.670 373.617 EM 3.713 4 -0.10865817D+04 2.6857833 0.0024657 25.044 373.872 EM 4.083 5 -0.10830281D+04 3.5535430 0.0032704 23.870 374.676 EM 4.453 6 -0.10807665D+04 2.2616042 0.0020882 22.665 375.523 EM 4.812 7 -0.10802020D+04 0.5644734 0.0005223 21.874 375.972 EM 5.154 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 266 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12505203D+04 0.0000000 0.0000000 3.908 279.025 EM 120.067 2 -0.11084146D+04 142.1057675 0.1136373 0.725 295.777 EM 106.498 3 -0.10756604D+04 32.7541396 0.0295504 1.455 301.684 EM 99.861 4 -0.10713046D+04 4.3558152 0.0040494 1.652 304.546 EM 96.803 5 -0.10707160D+04 0.5886185 0.0005494 1.726 305.817 EM 95.457 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 267 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.20296746D+04 0.0000000 0.0000000 0.452 350.744 EM 51.804 2 -0.16262014D+04 403.4731971 0.1987871 0.000 335.744 FS 67.256 3 -0.13081823D+04 318.0191736 0.1955595 0.000 395.080 FS 7.920 4 -0.11780062D+04 130.1760412 0.0995091 0.000 403.000 FS 0.000 5 -0.11441864D+04 33.8197804 0.0287093 0.000 403.000 FS 0.000 6 -0.11210446D+04 23.1418361 0.0202256 0.000 403.000 FS 0.000 7 -0.11024169D+04 18.6276806 0.0166164 0.000 403.000 FS 0.000 8 -0.10886289D+04 13.7880478 0.0125071 0.000 403.000 FS 0.000 9 -0.10800818D+04 8.5471020 0.0078513 0.000 403.000 FS 0.000 10 -0.10761995D+04 3.8823035 0.0035945 0.000 403.000 FS 0.000 11 -0.10751127D+04 1.0867685 0.0010098 0.000 403.000 FS 0.000 12 -0.10749433D+04 0.1694273 0.0001576 0.000 403.000 FS 0.000 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 268 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16559891D+04 0.0000000 0.0000000 0.058 125.862 EM 277.080 2 -0.16438884D+04 12.1006861 0.0073072 0.000 125.930 FS 277.070 3 -0.14418979D+04 201.9904793 0.1228736 0.000 127.178 FS 275.822 4 -0.13825532D+04 59.3447004 0.0411574 0.000 127.110 FS 275.890 5 -0.12792902D+04 103.2629954 0.0746901 0.000 132.514 FS 270.486 6 -0.11960713D+04 83.2189151 0.0650509 0.000 145.751 FS 257.249 7 -0.11359379D+04 60.1334206 0.0502758 0.000 170.623 FS 232.377 8 -0.10973336D+04 38.6042804 0.0339845 0.000 196.312 FS 206.688 9 -0.10781069D+04 19.2266309 0.0175212 0.000 203.629 FS 199.371 10 -0.10727956D+04 5.3113660 0.0049266 0.000 204.939 FS 198.061 11 -0.10722284D+04 0.5671537 0.0005287 0.000 210.054 FS 192.946 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 269 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.18001953D+04 0.0000000 0.0000000 89.045 36.305 EM 277.650 2 -0.11536581D+04 646.5371418 0.3591483 61.000 66.089 EM 275.912 3 -0.10954444D+04 58.2137222 0.0504601 46.172 87.008 EM 269.820 4 -0.10789452D+04 16.4992423 0.0150617 40.045 99.448 EM 263.507 5 -0.10745944D+04 4.3507909 0.0040324 37.772 106.500 EM 258.728 6 -0.10733123D+04 1.2820563 0.0011931 37.107 110.464 EM 255.429 7 -0.10728365D+04 0.4758564 0.0004434 37.115 112.751 EM 253.133 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 270 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.20016733D+04 0.0000000 0.0000000 9.651 386.646 EM 6.703 2 -0.16193235D+04 382.3497959 0.1910151 3.873 378.663 EM 20.463 3 -0.15375515D+04 81.7720087 0.0504976 0.000 399.453 FS 3.547 4 -0.13132218D+04 224.3297136 0.1459006 0.000 382.826 FS 20.174 5 -0.11988023D+04 114.4195543 0.0871289 0.000 379.324 EM 23.676 6 -0.11283478D+04 70.4544193 0.0587707 0.000 375.619 EM 27.381 7 -0.10976996D+04 30.6482259 0.0271620 0.000 371.869 EM 31.131 8 -0.10891101D+04 8.5894661 0.0078250 0.000 368.221 EM 34.779 9 -0.10855913D+04 3.5188663 0.0032310 0.000 364.755 EM 38.245 10 -0.10829080D+04 2.6833178 0.0024718 0.000 361.517 EM 41.483 11 -0.10807666D+04 2.1413972 0.0019775 0.000 358.534 EM 44.466 12 -0.10790825D+04 1.6840846 0.0015582 0.000 355.814 EM 47.186 13 -0.10777773D+04 1.3052184 0.0012096 0.000 353.354 EM 49.646 14 -0.10767794D+04 0.9978567 0.0009258 0.000 351.138 EM 51.862 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 271 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.23966129D+04 0.0000000 0.0000000 83.225 41.042 EM 278.733 2 -0.21959591D+04 200.6537438 0.0837239 93.878 32.115 FS 277.008 3 -0.18682777D+04 327.6813983 0.1492202 76.060 50.058 EM 276.882 4 -0.16275910D+04 240.6867428 0.1288281 64.279 68.142 EM 270.580 5 -0.14585664D+04 169.0246196 0.1038496 59.503 80.337 EM 263.160 6 -0.13182372D+04 140.3291944 0.0962104 57.473 87.865 EM 257.662 7 -0.12033551D+04 114.8820918 0.0871483 56.488 92.105 EM 254.407 8 -0.11232840D+04 80.0710431 0.0665398 56.027 94.120 EM 252.853 9 -0.10838326D+04 39.4514417 0.0351215 55.987 94.957 EM 252.055 10 -0.10735115D+04 10.3211157 0.0095228 56.335 95.528 EM 251.137 11 -0.10724455D+04 1.0659510 0.0009930 56.878 96.146 EM 249.976 12 -0.10722837D+04 0.1618591 0.0001509 57.408 96.744 EM 248.848 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 272 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19047362D+04 0.0000000 0.0000000 347.033 3.263 EM 52.704 2 -0.15284299D+04 376.3062423 0.1975634 142.546 0.000 FS 260.454 3 -0.11102439D+04 418.1860309 0.2736050 146.061 0.000 EM 256.939 4 -0.10977862D+04 12.4576490 0.0112206 146.854 0.000 EM 256.146 5 -0.10892084D+04 8.5778620 0.0078138 148.087 0.000 EM 254.913 6 -0.10835381D+04 5.6702895 0.0052059 149.978 0.000 EM 253.022 7 -0.10799752D+04 3.5628972 0.0032882 152.309 0.000 EM 250.691 8 -0.10777738D+04 2.2013846 0.0020384 154.856 0.000 EM 248.144 9 -0.10763899D+04 1.3838812 0.0012840 157.459 0.000 EM 245.541 10 -0.10754826D+04 0.9072835 0.0008429 160.018 0.000 EM 242.982 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 273 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15064179D+04 0.0000000 0.0000000 116.931 87.683 EM 198.387 2 -0.10743292D+04 432.0886808 0.2868319 118.146 85.207 EM 199.646 3 -0.10735334D+04 0.7958544 0.0007408 119.097 83.554 EM 200.348 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 274 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.21550131D+04 0.0000000 0.0000000 175.017 0.287 EM 227.696 2 -0.12586760D+04 896.3371104 0.4159312 129.833 0.116 EM 273.051 3 -0.12319333D+04 26.7426512 0.0212467 127.552 0.000 FS 275.448 4 -0.11874756D+04 44.4577489 0.0360878 128.724 0.000 EM 274.276 5 -0.11496644D+04 37.8112214 0.0318417 130.237 0.000 EM 272.763 6 -0.11209868D+04 28.6775486 0.0249443 132.610 0.000 EM 270.390 7 -0.11020948D+04 18.8920064 0.0168530 135.743 0.000 EM 267.257 8 -0.10908047D+04 11.2900763 0.0102442 139.363 0.000 EM 263.637 9 -0.10843378D+04 6.4669535 0.0059286 143.170 0.000 EM 259.830 10 -0.10806008D+04 3.7370107 0.0034464 146.938 0.000 EM 256.062 11 -0.10783438D+04 2.2569504 0.0020886 150.535 0.000 EM 252.465 12 -0.10768975D+04 1.4462876 0.0013412 153.902 0.000 EM 249.098 13 -0.10759149D+04 0.9826377 0.0009125 157.024 0.000 EM 245.976 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 275 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19270938D+04 0.0000000 0.0000000 338.669 8.093 EM 56.239 2 -0.14617069D+04 465.3868383 0.2414967 130.166 0.000 FS 272.834 3 -0.12305785D+04 231.1284423 0.1581223 125.989 0.000 EM 277.011 4 -0.12047994D+04 25.7791108 0.0209488 126.296 0.000 FS 276.704 5 -0.11304349D+04 74.3644950 0.0617236 129.898 0.000 FS 273.102 6 -0.10900266D+04 40.4082335 0.0357457 141.577 0.000 FS 261.423 7 -0.10760230D+04 14.0036121 0.0128470 166.618 0.000 FS 236.382 8 -0.10726780D+04 3.3450055 0.0031087 195.350 0.000 FS 207.650 9 -0.10722347D+04 0.4433102 0.0004133 207.928 0.000 FS 195.072 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 276 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.32844096D+04 0.0000000 0.0000000 91.961 23.195 EM 287.845 2 -0.28980922D+04 386.3174722 0.1176216 91.590 23.021 FS 288.389 3 -0.25443500D+04 353.7422088 0.1220604 87.962 24.720 FS 290.318 4 -0.22138666D+04 330.4833706 0.1298891 92.428 24.169 FS 286.403 5 -0.20133977D+04 200.4688929 0.0905515 90.456 24.385 FS 288.159 6 -0.14120439D+04 601.3538171 0.2986761 103.426 28.644 EM 270.930 7 -0.11874536D+04 224.5903171 0.1590534 107.940 28.800 EM 266.259 8 -0.11235440D+04 63.9095236 0.0538207 110.611 27.549 EM 264.840 9 -0.10927612D+04 30.7828791 0.0273980 114.628 26.165 EM 262.207 10 -0.10820043D+04 10.7568299 0.0098437 119.397 25.521 EM 258.081 11 -0.10781595D+04 3.8448303 0.0035534 123.852 25.468 EM 253.680 12 -0.10761015D+04 2.0579734 0.0019088 127.650 25.730 EM 249.621 13 -0.10747387D+04 1.3628252 0.0012664 130.824 26.162 EM 246.014 14 -0.10737241D+04 1.0145636 0.0009440 133.503 26.686 EM 242.811 15 -0.10729236D+04 0.8005207 0.0007456 135.814 27.245 EM 239.940 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 277 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.20369368D+04 0.0000000 0.0000000 1.284 106.373 EM 295.344 2 -0.19731529D+04 63.7839204 0.0313136 1.254 106.420 FS 295.325 3 -0.13787695D+04 594.3834176 0.3012354 0.796 125.110 EM 277.094 4 -0.12896577D+04 89.1117621 0.0646314 0.000 127.046 FS 275.954 5 -0.12373486D+04 52.3090871 0.0405604 0.000 129.507 FS 273.493 6 -0.11632030D+04 74.1456393 0.0599230 0.000 137.810 FS 265.190 7 -0.11132178D+04 49.9852361 0.0429721 0.000 153.699 FS 249.301 8 -0.10847583D+04 28.4594469 0.0255650 0.000 174.924 FS 228.076 9 -0.10740391D+04 10.7192007 0.0098816 0.000 192.047 FS 210.953 10 -0.10722911D+04 1.7480525 0.0016276 0.000 203.441 FS 199.559 11 -0.10722016D+04 0.0894892 0.0000835 0.000 209.974 FS 193.026 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 278 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.11631687D+04 0.0000000 0.0000000 129.890 81.749 EM 191.361 2 -0.11128131D+04 50.3555573 0.0432917 117.130 75.024 EM 210.846 3 -0.10976180D+04 15.1950816 0.0136547 111.053 71.315 EM 220.632 4 -0.10887332D+04 8.8848361 0.0080947 107.650 69.877 EM 225.473 5 -0.10825366D+04 6.1965729 0.0056915 105.503 69.631 EM 227.865 6 -0.10782612D+04 4.2754729 0.0039495 104.114 69.988 EM 228.898 7 -0.10754052D+04 2.8559225 0.0026486 103.273 70.639 EM 229.088 8 -0.10735511D+04 1.8541220 0.0017241 102.858 71.405 EM 228.737 9 -0.10723707D+04 1.1804301 0.0010996 102.780 72.177 EM 228.044 10 -0.10716259D+04 0.7447950 0.0006945 102.962 72.893 EM 227.145 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 279 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.22626218D+04 0.0000000 0.0000000 0.019 366.952 EM 36.028 2 -0.14270467D+04 835.5750878 0.3692951 0.002 268.848 EM 134.150 3 -0.12184745D+04 208.5722477 0.1461566 0.000 185.308 EM 217.691 4 -0.11480278D+04 70.4466567 0.0578155 0.000 156.048 EM 246.952 5 -0.11240985D+04 23.9292776 0.0208438 0.000 148.170 EM 254.830 6 -0.11082934D+04 15.8051008 0.0140602 0.000 146.224 EM 256.776 7 -0.10965421D+04 11.7513810 0.0106031 0.000 146.419 EM 256.581 8 -0.10883358D+04 8.2062901 0.0074838 0.000 147.769 EM 255.231 9 -0.10829844D+04 5.3513262 0.0049170 0.000 149.826 EM 253.174 10 -0.10796458D+04 3.3386779 0.0030828 0.000 152.281 EM 250.719 11 -0.10775825D+04 2.0632205 0.0019110 0.000 154.907 EM 248.093 12 -0.10762772D+04 1.3053329 0.0012114 0.000 157.556 EM 245.444 13 -0.10754129D+04 0.8642828 0.0008030 0.001 160.140 EM 242.860 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 280 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14551069D+04 0.0000000 0.0000000 133.387 31.946 EM 237.668 2 -0.14173182D+04 37.7886485 0.0259697 33.655 252.767 FS 116.578 3 -0.11021016D+04 315.2166497 0.2224036 42.771 260.185 EM 100.044 4 -0.10815193D+04 20.5822749 0.0186755 45.843 265.249 EM 91.908 5 -0.10749792D+04 6.5400877 0.0060471 46.512 268.683 EM 87.805 6 -0.10730146D+04 1.9646161 0.0018276 46.509 270.926 EM 85.566 7 -0.10720739D+04 0.9407360 0.0008767 46.167 272.500 EM 84.334 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 281 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16712227D+04 0.0000000 0.0000000 4.582 125.926 EM 272.492 2 -0.14152435D+04 255.9792406 0.1531688 3.752 126.859 FS 272.390 3 -0.13425140D+04 72.7295128 0.0513901 1.318 129.142 FS 272.540 4 -0.11900397D+04 152.4742292 0.1135737 1.576 136.621 EM 264.803 5 -0.11555094D+04 34.5303424 0.0290161 2.446 135.398 EM 265.156 6 -0.11314269D+04 24.0824570 0.0208414 3.751 133.935 EM 265.315 7 -0.11119431D+04 19.4838658 0.0172206 5.423 133.182 EM 264.395 8 -0.10973598D+04 14.5833022 0.0131152 7.277 133.195 EM 262.529 9 -0.10872814D+04 10.0783172 0.0091842 9.080 133.915 EM 260.004 10 -0.10806424D+04 6.6390917 0.0061061 10.580 135.296 EM 257.123 11 -0.10763917D+04 4.2506139 0.0039334 11.605 137.283 EM 254.112 12 -0.10737005D+04 2.6912631 0.0025003 12.171 139.722 EM 251.107 13 -0.10719732D+04 1.7273239 0.0016088 12.418 142.400 EM 248.182 14 -0.10708290D+04 1.1441702 0.0010673 12.490 145.129 EM 245.381 15 -0.10700406D+04 0.7883839 0.0007362 12.491 147.787 EM 242.723 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 282 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14870779D+04 0.0000000 0.0000000 0.193 290.814 EM 111.993 2 -0.14443264D+04 42.7515040 0.0287487 0.000 289.774 FS 113.226 3 -0.12542766D+04 190.0498346 0.1315837 0.000 131.547 FS 271.453 4 -0.11728620D+04 81.4146056 0.0649096 0.000 142.760 FS 260.240 5 -0.11231392D+04 49.7228291 0.0423944 0.000 154.308 FS 248.692 6 -0.10871070D+04 36.0321818 0.0320817 0.000 178.690 FS 224.310 7 -0.10743866D+04 12.7203728 0.0117011 0.000 195.893 FS 207.107 8 -0.10723092D+04 2.0773808 0.0019336 0.000 204.977 FS 198.023 9 -0.10722029D+04 0.1063460 0.0000992 0.000 210.363 FS 192.637 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 283 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14766836D+04 0.0000000 0.0000000 134.040 16.146 EM 252.814 2 -0.13677502D+04 108.9334174 0.0737690 133.767 0.040 FS 269.192 3 -0.11180795D+04 249.6706399 0.1825411 157.788 0.016 EM 245.196 4 -0.11144256D+04 3.6539604 0.0032681 166.418 0.000 FS 236.582 5 -0.10861276D+04 28.2980268 0.0253925 185.988 0.000 FS 217.012 6 -0.10739241D+04 12.2034528 0.0112357 200.817 0.000 FS 202.183 7 -0.10722970D+04 1.6270586 0.0015151 205.133 0.000 FS 197.867 8 -0.10722069D+04 0.0901648 0.0000841 209.915 0.000 FS 193.085 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 284 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16666954D+04 0.0000000 0.0000000 43.737 111.485 EM 247.779 2 -0.16298704D+04 36.8250080 0.0220946 35.381 98.305 FS 269.314 3 -0.12945785D+04 335.2918717 0.2057169 53.667 91.414 EM 257.919 4 -0.11690553D+04 125.5231774 0.0969607 75.174 71.652 EM 256.174 5 -0.11057180D+04 63.3373569 0.0541782 93.220 55.923 EM 253.857 6 -0.10832536D+04 22.4644039 0.0203166 106.166 45.745 EM 251.089 7 -0.10765382D+04 6.7153902 0.0061993 114.716 39.944 EM 248.340 8 -0.10740504D+04 2.4878091 0.0023109 120.151 36.854 EM 245.994 9 -0.10730535D+04 0.9968660 0.0009281 123.596 35.286 EM 244.118 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 285 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.18626977D+04 0.0000000 0.0000000 36.723 87.412 EM 278.865 2 -0.16384399D+04 224.2577314 0.1203941 35.146 88.685 FS 279.169 3 -0.12249314D+04 413.5085461 0.2523794 22.414 102.820 EM 277.765 4 -0.10921069D+04 132.8245426 0.1084343 19.787 112.264 EM 270.948 5 -0.10776974D+04 14.4094736 0.0131942 20.350 117.279 EM 265.370 6 -0.10748372D+04 2.8601768 0.0026540 21.497 120.072 EM 261.431 7 -0.10738283D+04 1.0088690 0.0009386 22.518 121.839 EM 258.643 8 -0.10733204D+04 0.5079180 0.0004730 23.334 123.106 EM 256.559 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 286 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15392802D+04 0.0000000 0.0000000 149.144 142.506 EM 111.350 2 -0.12242898D+04 314.9903740 0.2046349 52.598 135.383 FS 215.019 3 -0.12000514D+04 24.2383957 0.0197979 5.048 193.174 FS 204.778 4 -0.10977249D+04 102.3265327 0.0852685 6.383 196.280 EM 200.337 5 -0.10863598D+04 11.3650148 0.0103532 8.372 192.711 EM 201.916 6 -0.10794837D+04 6.8761054 0.0063295 10.164 187.650 EM 205.186 7 -0.10746975D+04 4.7862726 0.0044339 11.193 183.490 EM 208.317 8 -0.10717671D+04 2.9303765 0.0027267 11.560 180.811 EM 210.628 9 -0.10699686D+04 1.7984992 0.0016781 11.610 179.318 EM 212.072 10 -0.10688447D+04 1.1239111 0.0010504 11.550 178.615 EM 212.835 11 -0.10681466D+04 0.6980475 0.0006531 11.471 178.414 EM 213.116 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 287 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12641262D+04 0.0000000 0.0000000 118.311 37.664 EM 247.025 2 -0.12209108D+04 43.2153410 0.0341859 139.867 1.664 FS 261.469 3 -0.11772965D+04 43.6143486 0.0357228 136.841 1.814 EM 264.344 4 -0.11493152D+04 27.9812821 0.0237674 135.313 2.000 EM 265.687 5 -0.11267833D+04 22.5318631 0.0196046 135.187 2.193 EM 265.619 6 -0.11089346D+04 17.8487595 0.0158405 136.244 2.375 EM 264.381 7 -0.10961245D+04 12.8100665 0.0115517 138.232 2.540 EM 262.228 8 -0.10877423D+04 8.3821856 0.0076471 140.850 2.696 EM 259.454 9 -0.10825638D+04 5.1785273 0.0047608 143.794 2.859 EM 256.347 10 -0.10794001D+04 3.1636602 0.0029224 146.816 3.047 EM 253.137 11 -0.10774049D+04 1.9952519 0.0018485 149.747 3.275 EM 249.978 12 -0.10760668D+04 1.3381335 0.0012420 152.486 3.554 EM 246.959 13 -0.10751019D+04 0.9648185 0.0008966 154.989 3.886 EM 244.125 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 288 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19621939D+04 0.0000000 0.0000000 2.926 141.870 EM 258.204 2 -0.17962381D+04 165.9558400 0.0845767 6.243 138.269 FS 258.488 3 -0.11580528D+04 638.1853105 0.3552899 2.330 150.436 EM 250.233 4 -0.11316997D+04 26.3530807 0.0227564 1.067 150.727 EM 251.206 5 -0.11138776D+04 17.8220532 0.0157480 0.639 149.324 EM 253.037 6 -0.11005478D+04 13.3298669 0.0119671 0.513 148.654 EM 253.833 7 -0.10908769D+04 9.6708529 0.0087873 0.537 149.028 EM 253.436 8 -0.10842643D+04 6.6126453 0.0060618 0.628 150.262 EM 252.110 9 -0.10800121D+04 4.2521790 0.0039217 0.713 152.118 EM 250.169 10 -0.10773803D+04 2.6317488 0.0024368 0.770 154.355 EM 247.875 11 -0.10757481D+04 1.6322113 0.0015150 0.806 156.770 EM 245.424 12 -0.10747024D+04 1.0457298 0.0009721 0.832 159.219 EM 242.948 13 -0.10739989D+04 0.7034616 0.0006546 0.852 161.620 EM 240.528 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 289 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12088215D+04 0.0000000 0.0000000 147.494 39.126 EM 216.380 2 -0.11084252D+04 100.3963309 0.0830531 130.199 43.506 EM 229.294 3 -0.10953324D+04 13.0927968 0.0118121 119.609 47.621 EM 235.770 4 -0.10865982D+04 8.7342025 0.0079740 112.336 51.826 EM 238.838 5 -0.10808730D+04 5.7252126 0.0052689 107.131 55.748 EM 240.121 6 -0.10770930D+04 3.7799997 0.0034972 103.585 59.068 EM 240.347 7 -0.10749187D+04 2.1743199 0.0020187 101.254 61.849 EM 239.897 8 -0.10734893D+04 1.4294241 0.0013298 99.858 64.067 EM 239.075 9 -0.10726886D+04 0.8006664 0.0007459 99.095 65.891 EM 238.014 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 290 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12596239D+04 0.0000000 0.0000000 33.953 100.577 EM 268.470 2 -0.11690351D+04 90.5887268 0.0719173 59.460 74.110 FS 269.430 3 -0.11049254D+04 64.1097142 0.0548399 0.115 261.179 FS 141.707 4 -0.11021479D+04 2.7775293 0.0025138 0.000 259.956 FS 143.044 5 -0.10770875D+04 25.0604318 0.0227378 0.000 257.151 EM 145.849 6 -0.10735934D+04 3.4940219 0.0032440 0.000 254.557 EM 148.443 7 -0.10731943D+04 0.3991116 0.0003718 0.000 252.492 EM 150.508 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 291 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12888954D+04 0.0000000 0.0000000 12.228 294.371 EM 96.401 2 -0.11970850D+04 91.8103903 0.0712318 9.983 249.501 EM 143.516 3 -0.11555065D+04 41.5784755 0.0347331 10.126 214.638 EM 178.236 4 -0.11323480D+04 23.1585470 0.0200419 11.693 190.199 EM 201.108 5 -0.11153876D+04 16.9603307 0.0149780 14.332 173.520 EM 215.148 6 -0.11019772D+04 13.4104154 0.0120231 17.667 161.618 EM 223.715 7 -0.10918233D+04 10.1539368 0.0092143 21.301 152.718 EM 228.980 8 -0.10845461D+04 7.2771742 0.0066652 24.870 146.011 EM 232.119 9 -0.10796149D+04 4.9311913 0.0045468 28.106 141.077 EM 233.817 10 -0.10764473D+04 3.1675783 0.0029340 30.865 137.594 EM 234.541 11 -0.10745058D+04 1.9415189 0.0018036 33.109 135.259 EM 234.632 12 -0.10733586D+04 1.1471871 0.0010676 34.868 133.799 EM 234.333 13 -0.10726965D+04 0.6620983 0.0006168 36.207 132.985 EM 233.809 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 292 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.23479544D+04 0.0000000 0.0000000 2.260 114.122 EM 286.618 2 -0.20604645D+04 287.4898934 0.1224427 2.744 113.632 FS 286.623 3 -0.17160618D+04 344.4027500 0.1671481 87.064 35.412 FS 280.524 4 -0.16714929D+04 44.5688882 0.0259716 123.338 0.001 FS 279.661 5 -0.15507745D+04 120.7184420 0.0722219 123.867 0.000 FS 279.133 6 -0.15506960D+04 0.0784528 0.0000506 123.848 0.000 FS 279.152 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 293 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17505028D+04 0.0000000 0.0000000 101.481 26.486 EM 275.033 2 -0.16634582D+04 87.0445631 0.0497255 20.363 158.289 FS 224.348 3 -0.15683479D+04 95.1102538 0.0571762 4.964 124.093 FS 273.944 4 -0.14656627D+04 102.6852535 0.0654735 0.019 131.302 FS 271.680 5 -0.11796596D+04 286.0031186 0.1951357 0.016 141.183 EM 261.802 6 -0.11193106D+04 60.3489512 0.0511579 0.024 142.073 EM 260.903 7 -0.10978529D+04 21.4577476 0.0191705 0.049 143.139 EM 259.812 8 -0.10885121D+04 9.3407746 0.0085082 0.168 145.015 EM 257.818 9 -0.10824543D+04 6.0578529 0.0055653 0.601 147.155 EM 255.244 10 -0.10781512D+04 4.3030099 0.0039752 0.903 149.690 EM 252.407 11 -0.10758171D+04 2.3341239 0.0021649 0.943 152.584 EM 249.474 12 -0.10744086D+04 1.4085502 0.0013093 0.949 155.492 EM 246.560 13 -0.10734759D+04 0.9326854 0.0008681 0.951 158.292 EM 243.757 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 294 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16365905D+04 0.0000000 0.0000000 79.918 49.259 EM 273.823 2 -0.15576639D+04 78.9266031 0.0482262 103.938 22.488 FS 276.574 3 -0.12508905D+04 306.7734075 0.1969445 60.588 72.578 EM 269.834 4 -0.11242169D+04 126.6735604 0.1012667 28.991 109.386 EM 264.623 5 -0.10873018D+04 36.9151306 0.0328363 20.072 123.900 EM 259.028 6 -0.10785872D+04 8.7146348 0.0080149 17.672 127.934 EM 257.394 7 -0.10756058D+04 2.9813914 0.0027642 17.441 128.675 EM 256.885 8 -0.10743256D+04 1.2801976 0.0011902 17.914 128.664 EM 256.422 9 -0.10737363D+04 0.5892871 0.0005485 18.554 128.647 EM 255.798 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 295 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17047908D+04 0.0000000 0.0000000 235.164 8.934 EM 158.902 2 -0.12106479D+04 494.1428407 0.2898554 159.241 5.953 EM 237.806 3 -0.11118474D+04 98.8005366 0.0816096 144.729 3.572 EM 254.699 4 -0.10919417D+04 19.9057401 0.0179033 144.183 2.376 EM 256.441 5 -0.10847486D+04 7.1930859 0.0065874 146.370 1.713 EM 254.917 6 -0.10807308D+04 4.0177420 0.0037038 149.237 1.269 EM 252.494 7 -0.10780910D+04 2.6398125 0.0024426 152.060 1.142 EM 249.799 8 -0.10762287D+04 1.8623387 0.0017274 154.635 1.295 EM 247.070 9 -0.10753317D+04 0.8969604 0.0008334 157.115 1.421 EM 244.463 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 296 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14835935D+04 0.0000000 0.0000000 0.000 147.958 EM 255.042 2 -0.13837514D+04 99.8420091 0.0672974 0.000 145.269 FS 257.731 3 -0.12255931D+04 158.1583370 0.1142968 0.000 133.198 EM 269.802 4 -0.11884805D+04 37.1126443 0.0302814 0.000 131.707 EM 271.293 5 -0.11566119D+04 31.8685387 0.0268145 0.000 132.036 EM 270.964 6 -0.11293881D+04 27.2238443 0.0235376 0.000 133.427 EM 269.573 7 -0.11089490D+04 20.4390825 0.0180975 0.000 135.729 EM 267.271 8 -0.10953748D+04 13.5741891 0.0122406 0.000 138.731 EM 264.269 9 -0.10870965D+04 8.2783130 0.0075575 0.000 142.150 EM 260.850 10 -0.10822232D+04 4.8732811 0.0044828 0.000 145.718 EM 257.282 11 -0.10793217D+04 2.9014722 0.0026810 0.000 149.243 EM 253.757 12 -0.10775184D+04 1.8033954 0.0016709 0.000 152.614 EM 250.386 13 -0.10763330D+04 1.1853901 0.0011001 0.000 155.779 EM 247.221 14 -0.10755101D+04 0.8228348 0.0007645 0.000 158.724 EM 244.276 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 297 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12962615D+04 0.0000000 0.0000000 3.438 392.319 EM 7.242 2 -0.10945819D+04 201.6795275 0.1555855 3.646 390.672 EM 8.682 3 -0.10896932D+04 4.8887302 0.0044663 3.877 389.068 EM 10.056 4 -0.10861491D+04 3.5440969 0.0032524 4.115 387.541 EM 11.344 5 -0.10834597D+04 2.6894306 0.0024761 4.351 386.110 EM 12.540 6 -0.10813854D+04 2.0742816 0.0019145 4.581 384.779 EM 13.640 7 -0.10797720D+04 1.6133770 0.0014920 4.805 383.547 EM 14.648 8 -0.10785147D+04 1.2573031 0.0011644 5.024 382.407 EM 15.569 9 -0.10775377D+04 0.9770104 0.0009059 5.239 381.352 EM 16.409 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 298 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16610887D+04 0.0000000 0.0000000 112.285 59.140 EM 231.575 2 -0.15458352D+04 115.2534320 0.0693843 231.545 37.972 FS 133.483 3 -0.11403236D+04 405.5116177 0.2623253 196.983 47.967 EM 158.050 4 -0.11190631D+04 21.2604907 0.0186443 167.183 57.720 EM 178.097 5 -0.11041338D+04 14.9293002 0.0133409 142.834 66.819 EM 193.346 6 -0.10939643D+04 10.1695443 0.0092104 123.733 74.933 EM 204.334 7 -0.10869685D+04 6.9957652 0.0063949 109.243 81.724 EM 212.033 8 -0.10822478D+04 4.7207551 0.0043430 98.496 87.107 EM 217.397 9 -0.10791073D+04 3.1404909 0.0029018 90.632 91.212 EM 221.155 10 -0.10770148D+04 2.0924324 0.0019390 84.919 94.262 EM 223.819 11 -0.10755977D+04 1.4171890 0.0013158 80.790 96.483 EM 225.727 12 -0.10746143D+04 0.9833942 0.0009143 77.820 98.079 EM 227.101 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 299 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.23165177D+04 0.0000000 0.0000000 2.442 121.644 EM 278.914 2 -0.19742872D+04 342.2304817 0.1477349 2.435 121.658 FS 278.908 3 -0.17285213D+04 245.7658746 0.1244833 2.305 121.787 FS 278.908 4 -0.16573262D+04 71.1951231 0.0411885 2.103 121.988 FS 278.909 5 -0.15515573D+04 105.7688598 0.0638190 0.000 124.325 FS 278.675 6 -0.14522409D+04 99.3163898 0.0640108 0.000 125.565 FS 277.435 7 -0.13641766D+04 88.0643127 0.0606403 0.000 129.115 FS 273.885 8 -0.12892933D+04 74.8833518 0.0548927 0.000 139.572 FS 263.428 9 -0.12337126D+04 55.5807184 0.0431094 0.000 164.134 FS 238.866 10 -0.11962989D+04 37.4136259 0.0303260 0.000 194.455 FS 208.545 11 -0.11676687D+04 28.6302144 0.0239323 0.000 200.210 FS 202.790 12 -0.11429125D+04 24.7562354 0.0212014 0.000 190.670 FS 212.330 13 -0.11217333D+04 21.1792275 0.0185309 0.000 184.456 FS 218.544 14 -0.11046670D+04 17.0662599 0.0152142 0.000 180.910 FS 222.090 15 -0.10919029D+04 12.7641265 0.0115547 0.000 179.968 FS 223.032 16 -0.10830353D+04 8.8676262 0.0081213 0.000 181.968 FS 221.032 17 -0.10773059D+04 5.7293048 0.0052900 0.000 187.325 FS 215.675 18 -0.10740346D+04 3.2713764 0.0030366 0.000 195.831 FS 207.169 19 -0.10726195D+04 1.4150304 0.0013175 0.000 205.310 FS 197.690 20 -0.10722549D+04 0.3646529 0.0003400 0.000 211.228 FS 191.772 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 300 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16030594D+04 0.0000000 0.0000000 28.924 95.130 EM 278.946 2 -0.11918270D+04 411.2324044 0.2565297 9.047 116.416 EM 277.537 3 -0.11523646D+04 39.4623212 0.0331108 0.035 126.323 FS 276.642 4 -0.11049890D+04 47.3756282 0.0411117 0.023 131.391 EM 271.586 5 -0.10903554D+04 14.6336007 0.0132432 0.021 136.408 EM 266.571 6 -0.10837669D+04 6.5884833 0.0060425 0.023 141.259 EM 261.718 7 -0.10802558D+04 3.5111266 0.0032397 0.031 145.724 EM 257.245 8 -0.10781379D+04 2.1179001 0.0019606 0.061 149.744 EM 253.195 9 -0.10766791D+04 1.4588130 0.0013531 0.179 153.270 EM 249.551 10 -0.10753382D+04 1.3409003 0.0012454 0.591 156.114 EM 246.295 11 -0.10737855D+04 1.5526400 0.0014439 1.255 158.273 EM 243.473 12 -0.10727403D+04 1.0452431 0.0009734 1.608 160.311 EM 241.081 13 -0.10722627D+04 0.4775560 0.0004452 1.705 162.373 EM 238.921 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 301 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12116515D+04 0.0000000 0.0000000 243.910 39.553 EM 119.537 2 -0.11406594D+04 70.9921208 0.0585912 215.048 44.349 EM 143.603 3 -0.11214569D+04 19.2025490 0.0168346 193.294 48.070 EM 161.635 4 -0.11085544D+04 12.9024088 0.0115050 177.224 50.995 EM 174.781 5 -0.10982166D+04 10.3378405 0.0093255 165.646 53.093 EM 184.261 6 -0.10895863D+04 8.6303187 0.0078585 157.665 54.230 EM 191.105 7 -0.10831551D+04 6.4311661 0.0059024 152.031 54.964 EM 196.005 8 -0.10783057D+04 4.8493789 0.0044771 148.382 55.252 EM 199.366 9 -0.10761211D+04 2.1846381 0.0020260 146.070 55.478 EM 201.452 10 -0.10740485D+04 2.0726188 0.0019260 144.883 55.347 EM 202.769 11 -0.10735398D+04 0.5086622 0.0004736 144.357 55.056 EM 203.587 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 302 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16485980D+04 0.0000000 0.0000000 0.000 133.170 EM 269.830 2 -0.15544165D+04 94.1815775 0.0571283 0.002 132.852 FS 270.146 3 -0.13454398D+04 208.9766680 0.1344406 0.002 133.590 EM 269.407 4 -0.12227243D+04 122.7155117 0.0912085 0.005 132.760 EM 270.236 5 -0.11506040D+04 72.1202686 0.0589833 0.010 133.224 EM 269.765 6 -0.11167108D+04 33.8932149 0.0294569 0.020 134.923 EM 268.057 7 -0.10997285D+04 16.9822476 0.0152074 0.035 137.579 EM 265.385 8 -0.10896797D+04 10.0488891 0.0091376 0.057 140.823 EM 262.120 9 -0.10837265D+04 5.9531137 0.0054632 0.087 144.319 EM 258.594 10 -0.10802013D+04 3.5252113 0.0032529 0.133 147.821 EM 255.046 11 -0.10780243D+04 2.1769993 0.0020154 0.214 151.166 EM 251.620 12 -0.10765645D+04 1.4598329 0.0013542 0.372 154.238 EM 248.390 13 -0.10754609D+04 1.1035521 0.0010251 0.673 156.943 EM 245.384 14 -0.10745173D+04 0.9436405 0.0008774 1.174 159.218 EM 242.608 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 303 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16484504D+04 0.0000000 0.0000000 113.390 18.631 EM 270.980 2 -0.13627897D+04 285.6607045 0.1732904 79.887 47.391 EM 275.722 3 -0.12022910D+04 160.4986954 0.1177722 45.664 83.513 EM 273.822 4 -0.11179044D+04 84.3866060 0.0701882 25.520 107.687 EM 269.794 5 -0.10879715D+04 29.9329200 0.0267759 17.228 120.782 EM 264.990 6 -0.10790084D+04 8.9630816 0.0082383 14.287 128.257 EM 260.455 7 -0.10759578D+04 3.0506298 0.0028273 13.422 132.954 EM 256.623 8 -0.10745783D+04 1.3794585 0.0012821 13.344 136.174 EM 253.482 9 -0.10737599D+04 0.8184443 0.0007616 13.542 138.589 EM 250.869 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 304 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16630126D+04 0.0000000 0.0000000 58.861 64.776 EM 279.362 2 -0.15155781D+04 147.4345573 0.0886551 41.000 82.985 FS 279.015 3 -0.11357499D+04 379.8281569 0.2506160 12.080 117.441 EM 273.479 4 -0.11185529D+04 17.1970418 0.0151416 0.002 132.185 FS 270.813 5 -0.10905885D+04 27.9643606 0.0250005 0.001 137.326 EM 265.672 6 -0.10831740D+04 7.4145177 0.0067986 0.001 142.367 EM 260.631 7 -0.10795020D+04 3.6719357 0.0033900 0.001 147.126 EM 255.873 8 -0.10774914D+04 2.0106490 0.0018626 0.001 151.372 EM 251.627 9 -0.10762552D+04 1.2361984 0.0011473 0.001 155.119 EM 247.879 10 -0.10754263D+04 0.8288497 0.0007701 0.001 158.441 EM 244.557 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 305 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.20473269D+04 0.0000000 0.0000000 2.111 173.518 EM 227.371 2 -0.17013507D+04 345.9761699 0.1689892 2.013 179.054 FS 221.932 3 -0.14627615D+04 238.5891506 0.1402351 4.185 176.638 FS 222.178 4 -0.12042925D+04 258.4689899 0.1766993 1.278 149.305 EM 252.417 5 -0.11685681D+04 35.7244017 0.0296642 0.710 141.133 EM 261.158 6 -0.11429048D+04 25.6633046 0.0219613 0.539 138.843 EM 263.619 7 -0.11218843D+04 21.0205620 0.0183922 0.488 138.595 EM 263.917 8 -0.11054299D+04 16.4543457 0.0146667 0.509 139.606 EM 262.885 9 -0.10936513D+04 11.7786660 0.0106553 0.578 141.535 EM 260.886 10 -0.10859362D+04 7.7150329 0.0070544 0.657 144.100 EM 258.244 11 -0.10811545D+04 4.7817029 0.0044033 0.725 147.025 EM 255.250 12 -0.10782359D+04 2.9186299 0.0026995 0.778 150.088 EM 252.134 13 -0.10764179D+04 1.8179757 0.0016861 0.816 153.134 EM 249.050 14 -0.10752344D+04 1.1835734 0.0010995 0.844 156.070 EM 246.086 15 -0.10744219D+04 0.8124850 0.0007556 0.867 158.850 EM 243.284 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 306 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.27893605D+04 0.0000000 0.0000000 90.707 30.448 EM 281.845 2 -0.23470624D+04 442.2981041 0.1585661 78.077 44.783 FS 280.140 3 -0.20768573D+04 270.2050546 0.1151248 74.377 48.812 FS 279.812 4 -0.18022718D+04 274.5855003 0.1322120 76.516 46.893 FS 279.591 5 -0.16948480D+04 107.4238810 0.0596047 83.048 40.631 FS 279.321 6 -0.15422178D+04 152.6301261 0.0900554 58.593 66.070 FS 278.337 7 -0.14421092D+04 100.1086278 0.0649121 46.362 80.246 FS 276.392 8 -0.13549940D+04 87.1151900 0.0604082 50.093 82.573 FS 270.334 9 -0.12820256D+04 72.9684141 0.0538515 63.016 87.738 FS 252.246 10 -0.12302136D+04 51.8119863 0.0404142 78.046 118.227 FS 206.727 11 -0.11924096D+04 37.8040515 0.0307297 74.524 172.305 FS 156.171 12 -0.11633168D+04 29.0927586 0.0243983 36.914 208.449 FS 157.637 13 -0.11360024D+04 27.3144081 0.0234798 40.858 176.342 FS 185.800 14 -0.11148327D+04 21.1697347 0.0186353 61.136 154.096 FS 187.768 15 -0.10963804D+04 18.4522528 0.0165516 50.855 143.704 FS 208.442 16 -0.10837347D+04 12.6457205 0.0115341 52.638 143.804 FS 206.559 17 -0.10764653D+04 7.2693811 0.0067077 51.771 148.199 FS 203.030 18 -0.10729955D+04 3.4698098 0.0032233 39.704 161.233 FS 202.063 19 -0.10711062D+04 1.8892884 0.0017608 27.507 174.070 FS 201.424 20 -0.10702588D+04 0.8473736 0.0007911 28.642 182.521 FS 191.837 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 307 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15802504D+04 0.0000000 0.0000000 3.120 122.783 EM 277.097 2 -0.14344337D+04 145.8166722 0.0922744 6.083 119.905 FS 277.012 3 -0.12558197D+04 178.6140257 0.1245188 14.384 113.817 EM 274.798 4 -0.11782642D+04 77.5554686 0.0617569 27.821 101.551 EM 273.628 5 -0.11346706D+04 43.5936170 0.0369982 40.316 92.043 EM 270.640 6 -0.11079602D+04 26.7103699 0.0235402 52.252 83.917 EM 266.831 7 -0.10910304D+04 16.9298690 0.0152802 63.479 76.561 EM 262.960 8 -0.10815783D+04 9.4520345 0.0086634 72.826 70.949 EM 259.225 9 -0.10767875D+04 4.7907872 0.0044294 79.934 67.144 EM 255.922 10 -0.10744417D+04 2.3457880 0.0021785 85.063 64.742 EM 253.195 11 -0.10732897D+04 1.1520092 0.0010722 88.655 63.315 EM 251.031 12 -0.10727123D+04 0.5774871 0.0005381 91.127 62.532 EM 249.341 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 308 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16467879D+04 0.0000000 0.0000000 199.725 7.077 EM 196.199 2 -0.14000101D+04 246.7777852 0.1498540 238.629 0.000 FS 164.371 3 -0.11822880D+04 217.7220661 0.1555146 284.596 0.000 FS 118.404 4 -0.10733555D+04 108.9325138 0.0921370 282.782 0.000 EM 120.218 5 -0.10731619D+04 0.1935855 0.0001804 281.586 0.000 EM 121.414 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 309 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13270431D+04 0.0000000 0.0000000 48.278 86.530 EM 268.192 2 -0.11618291D+04 165.2140081 0.1244979 25.054 115.676 EM 262.270 3 -0.11173756D+04 44.4534933 0.0382616 12.050 130.728 EM 260.222 4 -0.10962996D+04 21.0759221 0.0188620 6.382 138.456 EM 258.162 5 -0.10859052D+04 10.3944746 0.0094814 4.000 143.352 EM 255.648 6 -0.10806045D+04 5.3006943 0.0048814 2.992 147.188 EM 252.820 7 -0.10777243D+04 2.8801899 0.0026654 2.610 150.509 EM 249.881 8 -0.10760030D+04 1.7213075 0.0015972 2.557 153.461 EM 246.981 9 -0.10748591D+04 1.1438394 0.0010630 2.697 156.095 EM 244.208 10 -0.10740343D+04 0.8248034 0.0007674 2.944 158.459 EM 241.597 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 310 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16470690D+04 0.0000000 0.0000000 123.498 5.086 EM 274.416 2 -0.11142910D+04 532.7780061 0.3234704 129.002 7.144 EM 266.854 3 -0.10986421D+04 15.6488387 0.0140438 130.009 9.280 EM 263.711 4 -0.10887208D+04 9.9213396 0.0090305 131.003 11.511 EM 260.486 5 -0.10826996D+04 6.0211503 0.0055305 132.220 13.753 EM 257.027 6 -0.10791152D+04 3.5844435 0.0033107 133.528 15.930 EM 253.542 7 -0.10769448D+04 2.1703590 0.0020112 134.808 17.995 EM 250.198 8 -0.10755766D+04 1.3682231 0.0012705 135.989 19.924 EM 247.087 9 -0.10746721D+04 0.9045698 0.0008410 137.040 21.713 EM 244.247 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 311 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12760007D+04 0.0000000 0.0000000 2.419 210.393 EM 190.188 2 -0.11353141D+04 140.6866315 0.1102559 0.961 197.681 EM 204.358 3 -0.11177889D+04 17.5251042 0.0154363 0.581 187.639 EM 214.779 4 -0.11044114D+04 13.3775126 0.0119678 0.517 180.352 EM 222.131 5 -0.10941786D+04 10.2328358 0.0092654 0.556 175.317 EM 227.126 6 -0.10866803D+04 7.4983475 0.0068529 0.622 172.118 EM 230.260 7 -0.10814455D+04 5.2347323 0.0048172 0.688 170.369 EM 231.944 8 -0.10779720D+04 3.4735477 0.0032119 0.751 169.709 EM 232.540 9 -0.10757684D+04 2.2035246 0.0020441 0.813 169.823 EM 232.363 10 -0.10744115D+04 1.3569581 0.0012614 0.873 170.459 EM 231.667 11 -0.10735812D+04 0.8302586 0.0007728 0.933 171.425 EM 230.642 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 312 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.18241409D+04 0.0000000 0.0000000 5.665 116.145 EM 281.191 2 -0.16612919D+04 162.8490115 0.0892744 4.904 117.377 FS 280.719 3 -0.15888856D+04 72.4063197 0.0435843 21.091 102.663 FS 279.246 4 -0.14751399D+04 113.7457233 0.0715884 16.608 107.843 FS 278.550 5 -0.13779201D+04 97.2197787 0.0659055 10.576 114.662 FS 277.762 6 -0.12817862D+04 96.1339282 0.0697674 3.926 121.398 FS 277.676 7 -0.12137286D+04 68.0576108 0.0530959 0.027 127.733 FS 275.240 8 -0.11831632D+04 30.5654039 0.0251831 0.000 133.045 FS 269.955 9 -0.11359647D+04 47.1984134 0.0398917 0.000 144.626 FS 258.374 10 -0.10977512D+04 38.2135636 0.0336397 0.000 169.213 FS 233.787 11 -0.10820083D+04 15.7428977 0.0143410 0.000 193.126 FS 209.874 12 -0.10756806D+04 6.3277214 0.0058481 0.000 201.106 FS 201.894 13 -0.10731338D+04 2.5467985 0.0023676 0.000 206.186 FS 196.814 14 -0.10723606D+04 0.7731969 0.0007205 0.000 211.091 FS 191.909 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 313 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13092045D+04 0.0000000 0.0000000 74.191 59.503 EM 269.306 2 -0.12650152D+04 44.1892473 0.0337527 36.763 109.144 FS 257.093 3 -0.11145536D+04 150.4616608 0.1189406 38.851 106.917 EM 257.232 4 -0.10955849D+04 18.9686264 0.0170190 44.894 101.382 EM 256.723 5 -0.10857920D+04 9.7929380 0.0089385 51.334 96.148 EM 255.518 6 -0.10799431D+04 5.8488770 0.0053867 57.218 92.051 EM 253.730 7 -0.10765975D+04 3.3456063 0.0030979 62.144 89.133 EM 251.723 8 -0.10747212D+04 1.8762951 0.0017428 66.058 87.176 EM 249.766 9 -0.10736674D+04 1.0537789 0.0009805 69.070 85.937 EM 247.993 10 -0.10730668D+04 0.6006842 0.0005595 71.339 85.214 EM 246.446 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 314 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.26427722D+04 0.0000000 0.0000000 0.000 125.218 EM 277.782 2 -0.26424140D+04 0.3581886 0.0001355 0.000 125.227 FS 277.773 3 -0.22372325D+04 405.1815295 0.1533376 0.000 125.245 FS 277.755 4 -0.18477091D+04 389.5233965 0.1741095 0.000 125.232 FS 277.768 5 -0.15089560D+04 338.7531366 0.1833368 0.000 125.120 FS 277.880 6 -0.13007656D+04 208.1903679 0.1379698 0.000 124.837 FS 278.163 7 -0.11277449D+04 173.0207241 0.1330145 0.000 128.877 EM 274.123 8 -0.11108414D+04 16.9035036 0.0149888 0.000 132.963 FS 270.037 9 -0.10821972D+04 28.6441564 0.0257860 0.000 148.950 FS 254.050 10 -0.10738565D+04 8.3406930 0.0077072 0.000 177.125 FS 225.875 11 -0.10723568D+04 1.4997062 0.0013966 0.000 201.917 FS 201.083 12 -0.10722100D+04 0.1468543 0.0001369 0.000 209.378 FS 193.622 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 315 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16306524D+04 0.0000000 0.0000000 48.097 336.678 EM 18.225 2 -0.13449811D+04 285.6712751 0.1751883 32.712 349.828 FS 20.460 3 -0.11775306D+04 167.4505417 0.1245003 9.316 339.696 FS 53.987 4 -0.11195563D+04 57.9742744 0.0492338 11.387 317.481 EM 74.132 5 -0.10985982D+04 20.9580910 0.0187200 13.116 298.855 EM 91.029 6 -0.10886031D+04 9.9950744 0.0090980 14.608 284.284 EM 104.107 7 -0.10827051D+04 5.8980395 0.0054180 15.981 273.156 EM 113.863 8 -0.10787740D+04 3.9311333 0.0036308 17.343 264.585 EM 121.072 9 -0.10757311D+04 3.0428207 0.0028206 18.798 257.766 EM 126.436 10 -0.10729579D+04 2.7731935 0.0025780 20.378 252.131 EM 130.491 11 -0.10705933D+04 2.3646624 0.0022039 21.931 247.461 EM 133.608 12 -0.10690574D+04 1.5358712 0.0014346 23.262 243.698 EM 136.041 13 -0.10682290D+04 0.8283945 0.0007749 24.297 240.719 EM 137.983 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 316 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13599449D+04 0.0000000 0.0000000 21.604 131.709 EM 249.687 2 -0.12888595D+04 71.0854653 0.0522708 8.695 146.570 FS 247.735 3 -0.11464361D+04 142.4233377 0.1105034 16.326 134.483 EM 252.191 4 -0.11207699D+04 25.6661932 0.0223878 26.400 121.349 EM 255.252 5 -0.11025212D+04 18.2487502 0.0162823 36.337 110.281 EM 256.382 6 -0.10903147D+04 12.2064667 0.0110714 44.752 102.306 EM 255.941 7 -0.10828539D+04 7.4608301 0.0068428 51.300 97.099 EM 254.601 8 -0.10784945D+04 4.3593700 0.0040258 56.216 93.882 EM 252.903 9 -0.10759952D+04 2.4993437 0.0023174 59.863 91.982 EM 251.155 10 -0.10745623D+04 1.4329233 0.0013317 62.570 90.932 EM 249.499 11 -0.10737243D+04 0.8379485 0.0007798 64.592 90.422 EM 247.986 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 317 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13615463D+04 0.0000000 0.0000000 385.530 4.421 EM 13.049 2 -0.11174878D+04 244.0584212 0.1792509 388.205 3.793 EM 11.002 3 -0.10957320D+04 21.7557974 0.0194685 389.572 3.405 EM 10.023 4 -0.10867640D+04 8.9680367 0.0081845 390.371 3.146 EM 9.484 5 -0.10821238D+04 4.6401665 0.0042697 390.881 2.960 EM 9.159 6 -0.10794639D+04 2.6599122 0.0024580 391.223 2.824 EM 8.953 7 -0.10778476D+04 1.6163460 0.0014974 391.458 2.724 EM 8.818 8 -0.10768278D+04 1.0197718 0.0009461 391.618 2.650 EM 8.732 9 -0.10761671D+04 0.6607138 0.0006136 391.724 2.596 EM 8.680 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 318 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15506343D+04 0.0000000 0.0000000 117.807 40.038 EM 245.155 2 -0.13906809D+04 159.9534377 0.1031535 133.172 14.945 FS 254.883 3 -0.11339671D+04 256.7137732 0.1845957 128.689 12.484 EM 261.827 4 -0.11134396D+04 20.5275117 0.0181024 128.791 11.868 EM 262.341 5 -0.10989890D+04 14.4506448 0.0129784 129.923 11.960 EM 261.117 6 -0.10891220D+04 9.8669378 0.0089782 131.629 12.362 EM 259.009 7 -0.10827773D+04 6.3447546 0.0058256 133.756 12.874 EM 256.369 8 -0.10788315D+04 3.9457739 0.0036441 136.149 13.395 EM 253.456 9 -0.10763749D+04 2.4566549 0.0022771 138.664 13.878 EM 250.458 10 -0.10747998D+04 1.5750792 0.0014633 141.192 14.312 EM 247.496 11 -0.10737436D+04 1.0562202 0.0009827 143.661 14.697 EM 244.642 12 -0.10730002D+04 0.7433569 0.0006923 146.028 15.041 EM 241.931 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 319 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12865873D+04 0.0000000 0.0000000 34.372 120.749 EM 247.879 2 -0.11344544D+04 152.1329777 0.1182454 44.840 108.513 EM 249.647 3 -0.11081310D+04 26.3233742 0.0232036 56.674 94.399 EM 251.927 4 -0.10946157D+04 13.5153124 0.0121965 67.350 82.815 EM 252.836 5 -0.10858782D+04 8.7374245 0.0079822 76.274 74.128 EM 252.597 6 -0.10803916D+04 5.4866737 0.0050528 83.252 67.957 EM 251.790 7 -0.10771016D+04 3.2899312 0.0030451 88.380 63.804 EM 250.816 8 -0.10751858D+04 1.9158366 0.0017787 91.944 61.179 EM 249.877 9 -0.10740783D+04 1.1074554 0.0010300 94.296 59.655 EM 249.049 10 -0.10734279D+04 0.6504211 0.0006056 95.770 58.888 EM 248.342 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 320 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.18679004D+04 0.0000000 0.0000000 103.294 44.333 EM 255.373 2 -0.17861762D+04 81.7242046 0.0437519 112.066 21.438 FS 269.495 3 -0.16700815D+04 116.0946474 0.0649962 127.651 0.001 FS 275.348 4 -0.15561833D+04 113.8982488 0.0681992 129.162 0.000 FS 273.838 5 -0.14688765D+04 87.3067743 0.0561031 135.707 0.000 FS 267.293 6 -0.13884627D+04 80.4138463 0.0547451 150.955 0.000 FS 252.045 7 -0.13042138D+04 84.2488664 0.0606778 178.969 0.000 FS 224.031 8 -0.12379131D+04 66.3006713 0.0508357 211.630 0.000 FS 191.370 9 -0.11787140D+04 59.1990898 0.0478217 227.120 0.000 FS 175.880 10 -0.11300392D+04 48.6747989 0.0412948 216.745 0.000 FS 186.255 11 -0.10954489D+04 34.5902855 0.0306098 200.918 0.000 FS 202.082 12 -0.10773069D+04 18.1420656 0.0165613 194.453 0.000 FS 208.547 13 -0.10725501D+04 4.7568107 0.0044155 198.985 0.000 FS 204.015 14 -0.10722057D+04 0.3443564 0.0003211 208.123 0.000 FS 194.877 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 321 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16912705D+04 0.0000000 0.0000000 29.151 94.761 EM 279.088 2 -0.15134619D+04 177.8086637 0.1051332 39.070 85.218 FS 278.712 3 -0.14027612D+04 110.7006720 0.0731440 44.280 80.682 FS 278.037 4 -0.10970798D+04 305.6813969 0.2179141 58.351 77.183 EM 267.466 5 -0.10839896D+04 13.0902207 0.0119319 67.383 72.348 EM 263.269 6 -0.10781301D+04 5.8594829 0.0054055 74.248 69.236 EM 259.516 7 -0.10753642D+04 2.7659174 0.0025655 79.379 67.476 EM 256.145 8 -0.10740346D+04 1.3295993 0.0012364 83.139 66.596 EM 253.266 9 -0.10733504D+04 0.6842146 0.0006371 85.891 66.250 EM 250.859 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 322 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15864868D+04 0.0000000 0.0000000 0.009 123.387 EM 279.604 2 -0.15285854D+04 57.9013927 0.0364966 0.443 122.964 FS 279.593 3 -0.14991527D+04 29.4327102 0.0192549 0.000 123.492 FS 279.508 4 -0.13920313D+04 107.1213988 0.0714546 0.000 123.849 FS 279.151 5 -0.12993733D+04 92.6580149 0.0665632 0.000 124.047 FS 278.953 6 -0.12230146D+04 76.3586736 0.0587658 0.000 124.392 FS 278.608 7 -0.11622498D+04 60.7647832 0.0496844 0.000 125.541 FS 277.459 8 -0.11175962D+04 44.6536559 0.0384200 0.000 129.435 FS 273.565 9 -0.10896003D+04 27.9959120 0.0250501 0.000 140.828 FS 262.172 10 -0.10765376D+04 13.0626671 0.0119885 0.000 165.314 FS 237.686 11 -0.10727901D+04 3.7474738 0.0034810 0.000 194.201 FS 208.799 12 -0.10722444D+04 0.5456950 0.0005087 0.000 207.564 FS 195.436 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 323 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13480657D+04 0.0000000 0.0000000 34.633 182.963 EM 185.404 2 -0.12135361D+04 134.5295803 0.0997945 25.335 116.881 FS 260.784 3 -0.11772708D+04 36.2653280 0.0298840 0.002 157.164 FS 245.835 4 -0.10779333D+04 99.3374636 0.0843795 0.000 165.861 EM 237.139 5 -0.10744344D+04 3.4989449 0.0032460 0.000 169.521 EM 233.479 6 -0.10737201D+04 0.7142909 0.0006648 0.000 172.082 EM 230.918 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 324 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16254525D+04 0.0000000 0.0000000 100.498 40.407 EM 262.095 2 -0.14537517D+04 171.7007953 0.1056326 97.717 40.093 FS 265.189 3 -0.12326608D+04 221.0908825 0.1520830 83.544 52.748 EM 266.709 4 -0.11360089D+04 96.6518689 0.0784091 68.820 69.315 EM 264.865 5 -0.10927805D+04 43.2283998 0.0380529 58.130 82.934 EM 261.936 6 -0.10796857D+04 13.0948455 0.0119831 51.539 92.621 EM 258.840 7 -0.10756488D+04 4.0369044 0.0037390 47.987 98.852 EM 256.161 8 -0.10739560D+04 1.6927418 0.0015737 46.277 102.598 EM 254.126 9 -0.10731826D+04 0.7733845 0.0007201 45.608 104.751 EM 252.641 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 325 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13699829D+04 0.0000000 0.0000000 86.173 103.773 EM 213.055 2 -0.11617591D+04 208.2238330 0.1519901 117.477 60.203 FS 225.320 3 -0.11200929D+04 41.6661397 0.0358647 110.974 52.207 EM 239.819 4 -0.11043944D+04 15.6985100 0.0140154 108.109 49.416 EM 245.475 5 -0.10935318D+04 10.8626300 0.0098358 107.113 48.307 EM 247.581 6 -0.10858360D+04 7.6957909 0.0070376 107.212 47.875 EM 247.913 7 -0.10806220D+04 5.2140329 0.0048019 108.031 47.800 EM 247.169 8 -0.10772391D+04 3.3829024 0.0031305 109.320 47.939 EM 245.741 9 -0.10750959D+04 2.1431388 0.0019895 110.893 48.205 EM 243.902 10 -0.10737346D+04 1.3613176 0.0012662 112.609 48.544 EM 241.847 11 -0.10728455D+04 0.8891077 0.0008281 114.375 48.919 EM 239.706 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 326 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.11979072D+04 0.0000000 0.0000000 118.704 16.801 EM 267.495 2 -0.11105975D+04 87.3097089 0.0728852 122.473 11.696 EM 268.831 3 -0.10928285D+04 17.7689881 0.0159995 128.384 9.008 EM 265.607 4 -0.10842812D+04 8.5473501 0.0078213 133.708 7.620 EM 261.672 5 -0.10799860D+04 4.2951102 0.0039613 138.322 6.898 EM 257.779 6 -0.10775992D+04 2.3868761 0.0022101 142.273 6.545 EM 254.182 7 -0.10761626D+04 1.4366168 0.0013332 145.709 6.382 EM 250.910 8 -0.10752195D+04 0.9430234 0.0008763 148.758 6.302 EM 247.940 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 327 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.23661706D+04 0.0000000 0.0000000 53.901 71.047 EM 278.052 2 -0.21025027D+04 263.6678840 0.1114323 38.043 86.542 FS 278.416 3 -0.19842305D+04 118.2722598 0.0562531 38.378 86.467 FS 278.155 4 -0.19073141D+04 76.9163951 0.0387638 9.630 115.741 FS 277.629 5 -0.17994734D+04 107.8407010 0.0565406 12.135 116.419 FS 274.446 6 -0.17057724D+04 93.7009893 0.0520713 40.984 106.816 FS 255.200 7 -0.14511875D+04 254.5848473 0.1492490 43.952 113.932 EM 245.116 8 -0.13151808D+04 136.0067282 0.0937210 46.064 115.371 EM 241.565 9 -0.12021994D+04 112.9813980 0.0859056 47.915 115.692 EM 239.393 10 -0.11233814D+04 78.8180397 0.0655615 49.644 115.487 EM 237.869 11 -0.10847716D+04 38.6097900 0.0343693 51.369 115.163 EM 236.468 12 -0.10745599D+04 10.2116729 0.0094137 53.135 115.075 EM 234.790 13 -0.10732057D+04 1.3542173 0.0012603 54.839 115.216 EM 232.945 14 -0.10727922D+04 0.4134402 0.0003852 56.385 115.380 EM 231.235 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 328 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15340337D+04 0.0000000 0.0000000 34.241 94.091 EM 274.668 2 -0.12921886D+04 241.8451218 0.1576531 14.244 115.892 FS 272.864 3 -0.12892330D+04 2.9555976 0.0022873 0.000 133.940 FS 269.060 4 -0.11072524D+04 181.9805750 0.1411541 0.000 138.350 EM 264.650 5 -0.10845876D+04 22.6647934 0.0204694 0.000 142.425 EM 260.575 6 -0.10795859D+04 5.0017147 0.0046116 0.000 146.698 EM 256.302 7 -0.10776590D+04 1.9269052 0.0017849 0.000 150.769 EM 252.231 8 -0.10764355D+04 1.2234601 0.0011353 0.000 154.454 EM 248.546 9 -0.10755862D+04 0.8493365 0.0007890 0.000 157.759 EM 245.241 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 329 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14363886D+04 0.0000000 0.0000000 64.685 67.037 EM 271.278 2 -0.12900658D+04 146.3227680 0.1018685 14.817 141.729 FS 246.454 3 -0.11698897D+04 120.1760687 0.0931550 0.000 206.553 FS 196.447 4 -0.10800998D+04 89.7898712 0.0767507 0.000 224.658 EM 178.342 5 -0.10740454D+04 6.0544096 0.0056054 0.000 231.417 EM 171.583 6 -0.10728648D+04 1.1806612 0.0010993 0.000 233.596 EM 169.404 7 -0.10725642D+04 0.3006257 0.0002802 0.000 233.951 EM 169.049 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 330 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14881202D+04 0.0000000 0.0000000 102.819 126.887 EM 173.294 2 -0.12871435D+04 200.9766904 0.1350541 104.605 56.458 FS 241.936 3 -0.11198748D+04 167.2686504 0.1299534 109.645 44.936 EM 248.419 4 -0.10996123D+04 20.2624829 0.0180935 111.798 40.694 EM 250.508 5 -0.10897845D+04 9.8278562 0.0089376 114.236 38.012 EM 250.753 6 -0.10830750D+04 6.7095238 0.0061567 116.896 36.216 EM 249.889 7 -0.10787549D+04 4.3200693 0.0039887 119.654 35.047 EM 248.299 8 -0.10760952D+04 2.6596967 0.0024655 122.406 34.296 EM 246.298 9 -0.10742655D+04 1.8297438 0.0017004 125.046 33.850 EM 244.104 10 -0.10730666D+04 1.1989007 0.0011160 127.560 33.649 EM 241.790 11 -0.10723229D+04 0.7436181 0.0006930 129.961 33.586 EM 239.454 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 331 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16796709D+04 0.0000000 0.0000000 52.727 71.797 EM 278.476 2 -0.12426327D+04 437.0382338 0.2601928 17.851 107.896 EM 277.253 3 -0.12242101D+04 18.4226027 0.0148255 0.141 128.153 FS 274.706 4 -0.10959469D+04 128.2631754 0.1047722 0.026 139.384 EM 263.590 5 -0.10827171D+04 13.2297687 0.0120715 0.026 144.016 EM 258.958 6 -0.10793313D+04 3.3858692 0.0031272 0.028 147.975 EM 254.997 7 -0.10775602D+04 1.7710888 0.0016409 0.030 151.659 EM 251.311 8 -0.10763855D+04 1.1746712 0.0010901 0.034 155.044 EM 247.922 9 -0.10755595D+04 0.8259948 0.0007674 0.038 158.141 EM 244.822 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 332 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.18436672D+04 0.0000000 0.0000000 63.293 64.401 EM 275.306 2 -0.16015475D+04 242.1197082 0.1313251 34.991 92.682 FS 275.327 3 -0.13906291D+04 210.9183796 0.1316966 3.318 123.348 FS 276.333 4 -0.13464705D+04 44.1586483 0.0317544 0.000 126.850 FS 276.150 5 -0.13198935D+04 26.5769531 0.0197382 0.000 127.323 FS 275.677 6 -0.12327507D+04 87.1428196 0.0660226 0.000 132.762 FS 270.238 7 -0.11638048D+04 68.9458629 0.0559285 0.000 145.187 FS 257.813 8 -0.11136565D+04 50.1483530 0.0430900 0.000 167.634 FS 235.366 9 -0.10843594D+04 29.2970722 0.0263071 0.000 191.473 FS 211.527 10 -0.10737119D+04 10.6474864 0.0098191 0.000 201.298 FS 201.702 11 -0.10722802D+04 1.4316728 0.0013334 0.000 205.628 FS 197.372 12 -0.10722046D+04 0.0756697 0.0000706 0.000 210.153 FS 192.847 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 333 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19816145D+04 0.0000000 0.0000000 43.698 142.880 EM 216.422 2 -0.16261681D+04 355.4464628 0.1793722 49.424 129.693 FS 223.883 3 -0.12917615D+04 334.4066276 0.2056409 85.182 65.678 FS 252.140 4 -0.11338545D+04 157.9069123 0.1222415 76.489 66.689 EM 259.821 5 -0.11035147D+04 30.3398248 0.0267581 70.886 72.108 EM 260.007 6 -0.10906668D+04 12.8479535 0.0116428 67.308 77.628 EM 258.064 7 -0.10835496D+04 7.1171676 0.0065255 65.184 82.505 EM 255.310 8 -0.10796605D+04 3.8890784 0.0035892 64.082 86.633 EM 252.284 9 -0.10772049D+04 2.4556435 0.0022745 63.632 89.991 EM 249.378 10 -0.10755650D+04 1.6398634 0.0015223 63.507 92.926 EM 246.567 11 -0.10749284D+04 0.6366439 0.0005919 63.592 95.571 EM 243.837 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 334 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16134493D+04 0.0000000 0.0000000 148.485 12.197 EM 242.318 2 -0.13682122D+04 245.2370741 0.1519955 130.806 12.520 EM 259.675 3 -0.12277521D+04 140.4601356 0.1026596 127.345 13.826 EM 261.829 4 -0.11369227D+04 90.8293725 0.0739802 127.039 15.200 EM 260.761 5 -0.10940982D+04 42.8245240 0.0376671 127.897 16.509 EM 258.594 6 -0.10817461D+04 12.3520604 0.0112897 129.493 17.779 EM 255.727 7 -0.10785073D+04 3.2387904 0.0029940 131.445 19.018 EM 252.537 8 -0.10767811D+04 1.7262462 0.0016006 133.404 20.223 EM 249.373 9 -0.10756078D+04 1.1732085 0.0010896 135.200 21.402 EM 246.398 10 -0.10747613D+04 0.8465355 0.0007870 136.780 22.561 EM 243.659 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 335 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15866967D+04 0.0000000 0.0000000 3.055 126.864 EM 273.081 2 -0.14533464D+04 133.3502315 0.0840427 6.031 123.755 FS 273.215 3 -0.12558107D+04 197.5357773 0.1359179 3.678 122.994 EM 276.329 4 -0.11623244D+04 93.4862542 0.0744430 3.593 124.731 EM 274.675 5 -0.11207576D+04 41.5667618 0.0357618 4.193 126.971 EM 271.836 6 -0.10998593D+04 20.8983754 0.0186467 5.188 129.670 EM 268.141 7 -0.10887501D+04 11.1092040 0.0101006 6.400 132.570 EM 264.030 8 -0.10827184D+04 6.0317008 0.0055400 7.706 135.416 EM 259.877 9 -0.10792910D+04 3.4273537 0.0031655 9.034 138.058 EM 255.908 10 -0.10772137D+04 2.0772781 0.0019247 10.341 140.428 EM 252.231 11 -0.10758673D+04 1.3464251 0.0012499 11.612 142.510 EM 248.878 12 -0.10749407D+04 0.9266408 0.0008613 12.839 144.314 EM 245.846 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 336 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17110197D+04 0.0000000 0.0000000 152.888 40.481 EM 209.630 2 -0.12970461D+04 413.9736231 0.2419456 151.120 5.906 FS 245.974 3 -0.10878531D+04 209.1930092 0.1612842 156.385 0.001 FS 246.614 4 -0.10827417D+04 5.1114337 0.0046986 147.824 0.000 FS 255.176 5 -0.10751932D+04 7.5484532 0.0069716 175.069 0.000 FS 227.931 6 -0.10723916D+04 2.8016091 0.0026057 199.924 0.000 FS 203.076 7 -0.10722111D+04 0.1805305 0.0001683 209.331 0.000 FS 193.669 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 337 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16898330D+04 0.0000000 0.0000000 78.460 48.606 EM 275.934 2 -0.15829597D+04 106.8733568 0.0632449 5.882 127.370 FS 269.748 3 -0.14952322D+04 87.7274713 0.0554199 0.000 129.474 FS 273.526 4 -0.13827510D+04 112.4811954 0.0752266 0.000 132.972 FS 270.028 5 -0.12282816D+04 154.4694147 0.1117117 0.000 134.952 FS 268.048 6 -0.11486645D+04 79.6170779 0.0648199 0.000 148.463 FS 254.537 7 -0.11011294D+04 47.5351493 0.0413830 0.000 174.683 FS 228.317 8 -0.10800320D+04 21.0974030 0.0191598 0.000 199.447 FS 203.553 9 -0.10739858D+04 6.0461676 0.0055981 0.000 206.999 FS 196.001 10 -0.10725282D+04 1.4576380 0.0013572 0.000 211.223 FS 191.777 11 -0.10722418D+04 0.2863419 0.0002670 0.000 212.775 FS 190.225 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 338 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15611752D+04 0.0000000 0.0000000 0.000 141.738 EM 261.262 2 -0.13958108D+04 165.3644343 0.1059230 0.000 142.576 FS 260.424 3 -0.13814890D+04 14.3217513 0.0102605 0.000 142.579 FS 260.421 4 -0.11979801D+04 183.5089549 0.1328342 0.000 138.766 EM 264.234 5 -0.11488552D+04 49.1249307 0.0410065 0.000 137.206 EM 265.794 6 -0.11241246D+04 24.7305624 0.0215263 0.000 137.377 EM 265.623 7 -0.11068415D+04 17.2831005 0.0153747 0.000 138.767 EM 264.233 8 -0.10947152D+04 12.1263080 0.0109558 0.000 141.045 EM 261.955 9 -0.10868930D+04 7.8221582 0.0071454 0.000 143.901 EM 259.099 10 -0.10821108D+04 4.7822628 0.0043999 0.000 147.050 EM 255.950 11 -0.10792161D+04 2.8946696 0.0026750 0.000 150.274 EM 252.726 12 -0.10774162D+04 1.7999051 0.0016678 0.000 153.431 EM 249.569 13 -0.10762417D+04 1.1745112 0.0010901 0.000 156.444 EM 246.556 14 -0.10754331D+04 0.8085748 0.0007513 0.000 159.278 EM 243.722 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 339 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.21099845D+04 0.0000000 0.0000000 0.347 277.161 EM 125.491 2 -0.13825874D+04 727.3970527 0.3447405 0.149 150.294 EM 252.557 3 -0.11902023D+04 192.3851257 0.1391486 0.118 133.425 EM 269.457 4 -0.11410389D+04 49.1633783 0.0413067 0.108 132.925 EM 269.967 5 -0.11156733D+04 25.3656123 0.0222303 0.098 134.733 EM 268.169 6 -0.10996192D+04 16.0540831 0.0143896 0.089 137.488 EM 265.423 7 -0.10896297D+04 9.9895532 0.0090846 0.083 140.789 EM 262.128 8 -0.10837071D+04 5.9225787 0.0054354 0.083 144.329 EM 258.587 9 -0.10802087D+04 3.4984146 0.0032282 0.090 147.881 EM 255.030 10 -0.10780684D+04 2.1403238 0.0019814 0.104 151.302 EM 251.594 11 -0.10766827D+04 1.3856781 0.0012853 0.131 154.518 EM 248.351 12 -0.10757282D+04 0.9545230 0.0008865 0.174 157.499 EM 245.327 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 340 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.23112980D+04 0.0000000 0.0000000 26.053 113.070 EM 263.876 2 -0.22298241D+04 81.4738572 0.0352503 20.995 132.360 FS 249.644 3 -0.21508232D+04 79.0009313 0.0354292 16.287 158.903 FS 227.811 4 -0.20746330D+04 76.1901652 0.0354237 7.848 192.897 FS 202.255 5 -0.19989909D+04 75.6421007 0.0364605 4.502 209.602 FS 188.896 6 -0.19271796D+04 71.8113159 0.0359238 3.975 220.563 FS 178.462 7 -0.18584708D+04 68.7088392 0.0356525 1.667 218.899 FS 182.434 8 -0.18091287D+04 49.3420223 0.0265498 0.000 217.454 FS 185.546 9 -0.17368177D+04 72.3110137 0.0399701 0.000 219.810 FS 183.190 10 -0.16639992D+04 72.8185695 0.0419264 0.000 213.382 FS 189.618 11 -0.15916517D+04 72.3474648 0.0434781 0.000 204.073 FS 198.927 12 -0.15209457D+04 70.7059665 0.0444230 0.000 198.465 FS 204.535 13 -0.14507796D+04 70.1661192 0.0461332 0.000 190.372 FS 212.628 14 -0.13803052D+04 70.4744526 0.0485770 0.000 180.651 FS 222.349 15 -0.12967074D+04 83.5977420 0.0605647 0.000 169.901 FS 233.099 16 -0.12364429D+04 60.2645126 0.0464750 0.000 160.781 FS 242.219 17 -0.11088886D+04 127.5543558 0.1031623 0.000 156.447 FS 246.553 18 -0.10824251D+04 26.4634333 0.0238648 0.000 179.200 FS 223.800 19 -0.10734004D+04 9.0247012 0.0083375 0.000 196.322 FS 206.678 20 -0.10722596D+04 1.1408118 0.0010628 0.000 205.617 FS 197.383 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 341 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14589878D+04 0.0000000 0.0000000 37.429 289.598 EM 75.973 2 -0.10885802D+04 370.4075577 0.2538798 30.079 294.271 EM 78.651 3 -0.10829639D+04 5.6163291 0.0051593 24.994 296.879 EM 81.128 4 -0.10793914D+04 3.5725280 0.0032988 21.554 298.017 EM 83.429 5 -0.10770680D+04 2.3233386 0.0021525 19.246 298.198 EM 85.555 6 -0.10755194D+04 1.5486614 0.0014378 17.738 297.757 EM 87.504 7 -0.10744211D+04 1.0983090 0.0010212 16.825 296.892 EM 89.283 8 -0.10735454D+04 0.8756593 0.0008150 16.380 295.711 EM 90.909 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 342 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.34170396D+04 0.0000000 0.0000000 0.000 45.007 EM 357.993 2 -0.32825215D+04 134.5180866 0.0393669 0.000 45.007 FS 357.993 3 -0.32770096D+04 5.5119540 0.0016792 0.000 45.007 FS 357.993 4 -0.16920389D+04 1584.9706502 0.4836637 0.000 123.303 FS 279.697 5 -0.15780563D+04 113.9826079 0.0673641 0.000 124.077 FS 278.923 6 -0.12241682D+04 353.8880855 0.2242557 0.000 127.332 EM 275.668 7 -0.11779333D+04 46.2349124 0.0377684 0.000 128.494 EM 274.506 8 -0.11402707D+04 37.6626434 0.0319735 0.000 130.414 EM 272.586 9 -0.11138570D+04 26.4136949 0.0231644 0.000 133.195 EM 269.805 10 -0.10975141D+04 16.3428902 0.0146723 0.000 136.647 EM 266.353 11 -0.10881096D+04 9.4044515 0.0085689 0.000 140.457 EM 262.543 12 -0.10827854D+04 5.3242733 0.0048931 0.000 144.339 EM 258.661 13 -0.10796815D+04 3.1038343 0.0028665 0.000 148.104 EM 254.896 14 -0.10777694D+04 1.9121714 0.0017711 0.000 151.657 EM 251.343 15 -0.10765162D+04 1.2531188 0.0011627 0.000 154.960 EM 248.040 16 -0.10756476D+04 0.8686017 0.0008069 0.000 158.011 EM 244.989 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 343 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19235065D+04 0.0000000 0.0000000 57.880 65.312 EM 279.808 2 -0.16944013D+04 229.1052424 0.1191081 47.269 76.081 FS 279.651 3 -0.16399090D+04 54.4922152 0.0321602 10.315 113.123 FS 279.562 4 -0.13663506D+04 273.5584671 0.1668132 43.281 81.220 EM 278.499 5 -0.12051665D+04 161.1840412 0.1179668 85.908 40.303 EM 276.789 6 -0.11119006D+04 93.2658986 0.0773884 109.897 21.301 EM 271.801 7 -0.10844131D+04 27.4875536 0.0247212 122.247 14.890 EM 265.863 8 -0.10776399D+04 6.7732226 0.0062460 128.953 13.021 EM 261.026 9 -0.10753943D+04 2.2455436 0.0020838 133.010 12.637 EM 257.352 10 -0.10742080D+04 1.1862895 0.0011031 135.842 12.727 EM 254.431 11 -0.10734326D+04 0.7754265 0.0007219 138.084 12.942 EM 251.974 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 344 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14478639D+04 0.0000000 0.0000000 17.563 175.023 EM 210.414 2 -0.12787574D+04 169.1065521 0.1167973 2.561 157.657 FS 242.783 3 -0.12548193D+04 23.9381040 0.0187198 0.000 138.758 FS 264.242 4 -0.11540372D+04 100.7820680 0.0803160 0.000 142.044 FS 260.956 5 -0.11143246D+04 39.7126138 0.0344119 0.000 157.562 FS 245.438 6 -0.10971491D+04 17.1755095 0.0154134 0.000 168.360 FS 234.640 7 -0.10868893D+04 10.2597882 0.0093513 0.000 172.756 FS 230.244 8 -0.10800993D+04 6.7900329 0.0062472 0.000 178.204 FS 224.796 9 -0.10756954D+04 4.4038137 0.0040772 0.000 186.608 FS 216.392 10 -0.10732885D+04 2.4069151 0.0022375 0.000 197.381 FS 205.619 11 -0.10723956D+04 0.8928918 0.0008319 0.000 207.304 FS 195.696 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 345 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.28599979D+04 0.0000000 0.0000000 31.370 93.194 EM 278.436 2 -0.24688900D+04 391.1079910 0.1367511 27.156 101.696 FS 274.148 3 -0.20659910D+04 402.8989364 0.1631903 0.000 123.550 FS 279.450 4 -0.11213046D+04 944.6864586 0.4572558 0.000 131.296 EM 271.704 5 -0.10999825D+04 21.3220164 0.0190154 0.000 138.903 FS 264.097 6 -0.10876897D+04 12.2928152 0.0111755 0.000 150.075 FS 252.925 7 -0.10813953D+04 6.2944242 0.0057870 0.000 161.509 FS 241.491 8 -0.10770669D+04 4.3283822 0.0040026 0.000 173.545 FS 229.455 9 -0.10742259D+04 2.8410287 0.0026377 0.000 186.538 FS 216.462 10 -0.10727598D+04 1.4661455 0.0013648 0.000 199.415 FS 203.585 11 -0.10722827D+04 0.4770072 0.0004447 0.000 208.704 FS 194.296 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 346 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14976371D+04 0.0000000 0.0000000 0.713 146.238 EM 256.048 2 -0.13634926D+04 134.1445819 0.0895708 0.835 148.012 FS 254.153 3 -0.13473540D+04 16.1385500 0.0118362 0.000 148.826 FS 254.174 4 -0.11946835D+04 152.6705276 0.1133114 0.000 141.695 EM 261.305 5 -0.11605161D+04 34.1673747 0.0285995 0.000 138.792 EM 264.208 6 -0.11363838D+04 24.1322911 0.0207944 0.000 137.925 EM 265.075 7 -0.11166196D+04 19.7642316 0.0173922 0.000 138.438 EM 264.562 8 -0.11016394D+04 14.9801621 0.0134156 0.000 140.041 EM 262.959 9 -0.10913553D+04 10.2841213 0.0093353 0.000 142.443 EM 260.557 10 -0.10848343D+04 6.5209975 0.0059751 0.000 145.342 EM 257.658 11 -0.10808635D+04 3.9708259 0.0036603 0.000 148.469 EM 254.531 12 -0.10784411D+04 2.4223359 0.0022411 0.000 151.630 EM 251.370 13 -0.10769117D+04 1.5294959 0.0014182 0.000 154.704 EM 248.296 14 -0.10758955D+04 1.0161484 0.0009436 0.000 157.628 EM 245.372 15 -0.10751840D+04 0.7115331 0.0006613 0.000 160.375 EM 242.625 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 347 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17858885D+04 0.0000000 0.0000000 13.958 127.944 EM 261.098 2 -0.15738827D+04 212.0058526 0.1187117 5.397 122.496 FS 275.107 3 -0.12337001D+04 340.1826045 0.2161423 6.005 127.419 EM 269.577 4 -0.11972718D+04 36.4282609 0.0295276 7.827 125.062 EM 270.111 5 -0.11637055D+04 33.5663042 0.0280357 10.490 122.587 EM 269.922 6 -0.11344150D+04 29.2904709 0.0251700 13.600 120.681 EM 268.719 7 -0.11119639D+04 22.4511542 0.0197910 16.702 119.703 EM 266.595 8 -0.10967918D+04 15.1720291 0.0136444 19.553 119.700 EM 263.747 9 -0.10874225D+04 9.3693163 0.0085425 22.117 120.438 EM 260.445 10 -0.10818575D+04 5.5649734 0.0051176 24.446 121.593 EM 256.961 11 -0.10785066D+04 3.3509551 0.0030974 26.606 122.893 EM 253.501 12 -0.10763808D+04 2.1257448 0.0019710 28.647 124.158 EM 250.195 13 -0.10749434D+04 1.4374023 0.0013354 30.600 125.295 EM 247.106 14 -0.10739208D+04 1.0226255 0.0009513 32.470 126.276 EM 244.254 15 -0.10731706D+04 0.7501727 0.0006985 34.254 127.110 EM 241.636 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 348 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12876648D+04 0.0000000 0.0000000 339.462 49.437 EM 14.101 2 -0.11616737D+04 125.9911698 0.0978447 338.445 41.790 EM 22.765 3 -0.11309804D+04 30.6932467 0.0264216 334.434 35.822 EM 32.744 4 -0.11139367D+04 17.0436748 0.0150698 328.286 31.544 EM 43.170 5 -0.11028618D+04 11.0749615 0.0099422 321.051 28.637 EM 53.312 6 -0.10947555D+04 8.1062255 0.0073502 313.965 26.294 EM 62.741 7 -0.10886834D+04 6.0721385 0.0055466 306.904 24.859 EM 71.236 8 -0.10834147D+04 5.2686861 0.0048395 300.616 23.681 EM 78.703 9 -0.10800189D+04 3.3958235 0.0031344 295.155 22.739 EM 85.106 10 -0.10773799D+04 2.6390197 0.0024435 290.107 22.340 EM 90.553 11 -0.10758478D+04 1.5321268 0.0014221 286.058 21.838 EM 95.104 12 -0.10740197D+04 1.8280585 0.0016992 282.532 21.449 EM 99.019 13 -0.10730091D+04 1.0106414 0.0009410 279.580 21.127 EM 102.293 14 -0.10722979D+04 0.7111519 0.0006628 277.177 20.745 EM 105.078 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 349 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13090165D+04 0.0000000 0.0000000 148.955 2.514 EM 251.531 2 -0.11559769D+04 153.0396440 0.1169119 133.321 1.606 EM 268.073 3 -0.11094132D+04 46.5637164 0.0402808 134.299 1.146 EM 267.555 4 -0.10941559D+04 15.2573260 0.0137526 137.492 0.959 EM 264.549 5 -0.10861126D+04 8.0433035 0.0073511 141.131 0.925 EM 260.944 6 -0.10814821D+04 4.6305074 0.0042634 144.778 0.993 EM 257.229 7 -0.10787012D+04 2.7808427 0.0025713 148.238 1.145 EM 253.617 8 -0.10769125D+04 1.7886838 0.0016582 151.418 1.375 EM 250.207 9 -0.10756696D+04 1.2429453 0.0011542 154.289 1.676 EM 247.036 10 -0.10747473D+04 0.9222553 0.0008574 156.865 2.030 EM 244.105 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 350 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17352495D+04 0.0000000 0.0000000 0.520 124.030 EM 278.450 2 -0.15053433D+04 229.9061659 0.1324917 0.532 124.019 FS 278.448 3 -0.14525724D+04 52.7709417 0.0350558 0.737 123.822 FS 278.442 4 -0.12211719D+04 231.4004643 0.1593039 0.000 125.022 FS 277.978 5 -0.11798758D+04 41.2961082 0.0338168 0.000 126.455 FS 276.545 6 -0.11173211D+04 62.5547314 0.0530181 0.000 131.733 FS 271.267 7 -0.10859369D+04 31.3841944 0.0280888 0.000 146.547 FS 256.453 8 -0.10748184D+04 11.1184574 0.0102386 0.000 174.562 FS 228.438 9 -0.10724635D+04 2.3549348 0.0021910 0.000 200.413 FS 202.587 10 -0.10722172D+04 0.2463464 0.0002297 0.000 208.999 FS 194.001 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 351 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15230224D+04 0.0000000 0.0000000 122.933 5.574 EM 274.493 2 -0.13384343D+04 184.5880502 0.1211985 129.436 0.000 FS 273.564 3 -0.12423429D+04 96.0914516 0.0717939 127.051 0.000 EM 275.949 4 -0.11211608D+04 121.1820969 0.0975432 130.279 0.000 EM 272.721 5 -0.10936048D+04 27.5559690 0.0245781 134.891 0.000 EM 268.109 6 -0.10848894D+04 8.7153539 0.0079694 139.847 0.000 EM 263.153 7 -0.10808522D+04 4.0372803 0.0037214 144.551 0.000 EM 258.449 8 -0.10785253D+04 2.3268757 0.0021528 148.811 0.000 EM 254.189 9 -0.10770396D+04 1.4856796 0.0013775 152.629 0.000 EM 250.371 10 -0.10760252D+04 1.0143525 0.0009418 156.059 0.000 EM 246.941 11 -0.10752980D+04 0.7272022 0.0006758 159.154 0.000 EM 243.846 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 352 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15743849D+04 0.0000000 0.0000000 26.347 100.754 EM 275.899 2 -0.15321525D+04 42.2323878 0.0268247 2.972 122.863 FS 277.165 3 -0.11804334D+04 351.7190580 0.2295588 0.155 127.539 EM 275.305 4 -0.11370016D+04 43.4317992 0.0367931 0.013 130.016 EM 272.971 5 -0.11105804D+04 26.4211722 0.0232376 0.004 133.159 EM 269.837 6 -0.10952610D+04 15.3194693 0.0137941 0.004 136.892 EM 266.105 7 -0.10867532D+04 8.5077783 0.0077678 0.008 140.878 EM 262.114 8 -0.10819763D+04 4.7769064 0.0043956 0.032 144.829 EM 258.139 9 -0.10790653D+04 2.9110168 0.0026905 0.164 148.487 EM 254.349 10 -0.10767393D+04 2.3260076 0.0021556 0.607 151.534 EM 250.859 11 -0.10748931D+04 1.8462031 0.0017146 0.966 154.215 EM 247.819 12 -0.10738647D+04 1.0283210 0.0009567 1.138 156.734 EM 245.128 13 -0.10731877D+04 0.6770084 0.0006304 1.279 159.083 EM 242.638 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 353 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.11873164D+04 0.0000000 0.0000000 387.767 1.157 EM 14.076 2 -0.10968911D+04 90.4252777 0.0761594 386.084 0.821 EM 16.095 3 -0.10878264D+04 9.0646568 0.0082640 384.324 0.623 EM 18.053 4 -0.10846386D+04 3.1878320 0.0029305 382.560 0.527 EM 19.913 5 -0.10822799D+04 2.3587004 0.0021746 380.827 0.512 EM 21.661 6 -0.10803598D+04 1.9201596 0.0017742 379.120 0.591 EM 23.289 7 -0.10785231D+04 1.8366683 0.0017001 377.226 0.979 EM 24.795 8 -0.10759046D+04 2.6184985 0.0024279 374.841 1.966 EM 26.193 9 -0.10733811D+04 2.5235150 0.0023455 372.460 3.034 EM 27.507 10 -0.10717889D+04 1.5921896 0.0014833 370.441 3.820 EM 28.738 11 -0.10707888D+04 1.0000657 0.0009331 368.786 4.341 EM 29.874 12 -0.10701411D+04 0.6476935 0.0006049 367.379 4.715 EM 30.906 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 354 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.11599965D+04 0.0000000 0.0000000 270.125 0.869 EM 132.005 2 -0.10954660D+04 64.5305662 0.0556300 249.475 0.633 EM 152.892 3 -0.10791360D+04 16.3299377 0.0149068 237.539 0.531 EM 164.930 4 -0.10755984D+04 3.5376172 0.0032782 230.740 0.508 EM 171.752 5 -0.10741436D+04 1.4548059 0.0013526 226.651 0.539 EM 175.811 6 -0.10732918D+04 0.8518040 0.0007930 223.983 0.606 EM 178.411 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 355 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19356983D+04 0.0000000 0.0000000 1.153 124.040 EM 277.806 2 -0.18660142D+04 69.6840943 0.0359995 0.736 124.502 FS 277.762 3 -0.12496777D+04 616.3365275 0.3302957 0.068 125.704 EM 277.228 4 -0.11863584D+04 63.3193380 0.0506685 0.012 127.099 EM 275.889 5 -0.11407700D+04 45.5883727 0.0384272 0.004 129.375 EM 273.621 6 -0.11121677D+04 28.6022986 0.0250728 0.003 132.565 EM 270.432 7 -0.10959253D+04 16.2423750 0.0146043 0.006 136.380 EM 266.614 8 -0.10870586D+04 8.8667488 0.0080907 0.019 140.443 EM 262.538 9 -0.10821070D+04 4.9515714 0.0045550 0.080 144.426 EM 258.494 10 -0.10789729D+04 3.1340533 0.0028963 0.357 147.982 EM 254.661 11 -0.10764161D+04 2.5568714 0.0023697 0.853 150.955 EM 251.192 12 -0.10747495D+04 1.6665699 0.0015483 1.116 153.711 EM 248.174 13 -0.10737954D+04 0.9541173 0.0008878 1.271 156.298 EM 245.430 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 356 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15796563D+04 0.0000000 0.0000000 0.000 128.206 EM 274.794 2 -0.15785342D+04 1.1220914 0.0007103 0.000 128.207 FS 274.793 3 -0.12419859D+04 336.5482826 0.2132030 0.000 129.479 FS 273.521 4 -0.12007070D+04 41.2789108 0.0332362 0.000 128.291 FS 274.709 5 -0.11642577D+04 36.4492360 0.0303565 0.000 132.179 FS 270.821 6 -0.11069132D+04 57.3445060 0.0492541 0.000 142.138 FS 260.862 7 -0.10870752D+04 19.8379968 0.0179219 0.000 154.798 FS 248.202 8 -0.10796745D+04 7.4007507 0.0068079 0.000 165.662 FS 237.338 9 -0.10754144D+04 4.2600470 0.0039457 0.000 178.198 FS 224.802 10 -0.10731360D+04 2.2783946 0.0021186 0.000 192.775 FS 210.225 11 -0.10723418D+04 0.7942076 0.0007401 0.000 205.566 FS 197.434 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 357 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.34555102D+04 0.0000000 0.0000000 63.488 59.328 EM 280.184 2 -0.30481037D+04 407.4064951 0.1179005 61.345 61.535 FS 280.120 3 -0.26386022D+04 409.5014154 0.1343463 58.930 64.072 FS 279.998 4 -0.22129069D+04 425.6953304 0.1613336 58.226 65.160 FS 279.614 5 -0.17767144D+04 436.1924671 0.1971129 37.975 85.811 FS 279.215 6 -0.12652700D+04 511.4444523 0.2878597 0.137 125.115 FS 277.748 7 -0.11529506D+04 112.3194435 0.0887711 0.371 127.241 EM 275.388 8 -0.11110169D+04 41.9336347 0.0363707 0.706 130.580 EM 271.714 9 -0.10936207D+04 17.3962061 0.0156579 1.089 134.677 EM 267.234 10 -0.10854204D+04 8.2003373 0.0074983 1.487 138.900 EM 262.613 11 -0.10811012D+04 4.3191796 0.0039793 1.888 142.901 EM 258.211 12 -0.10785856D+04 2.5155676 0.0023269 2.290 146.555 EM 254.155 13 -0.10769891D+04 1.5965232 0.0014802 2.692 149.842 EM 250.466 14 -0.10759039D+04 1.0852414 0.0010077 3.098 152.781 EM 247.121 15 -0.10751254D+04 0.7785088 0.0007236 3.510 155.401 EM 244.089 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 358 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13926818D+04 0.0000000 0.0000000 389.140 2.093 EM 11.767 2 -0.13139145D+04 78.7672714 0.0565580 376.495 1.976 EM 24.529 3 -0.12616300D+04 52.2844872 0.0397929 354.659 1.883 EM 46.458 4 -0.12227948D+04 38.8351645 0.0307817 323.691 1.785 EM 77.523 5 -0.11915456D+04 31.2492827 0.0255556 287.226 1.685 EM 114.089 6 -0.11594446D+04 32.1009791 0.0269406 253.015 1.609 EM 148.376 7 -0.11338240D+04 25.6205975 0.0220973 226.511 1.603 EM 174.886 8 -0.11165408D+04 17.2832073 0.0152433 208.193 1.662 EM 193.146 9 -0.11039418D+04 12.5989922 0.0112840 196.106 1.771 EM 205.123 10 -0.10942548D+04 9.6869802 0.0087749 188.155 1.927 EM 212.918 11 -0.10869329D+04 7.3219315 0.0066912 182.895 2.136 EM 217.969 12 -0.10816253D+04 5.3076059 0.0048831 179.449 2.408 EM 221.143 13 -0.10779399D+04 3.6853169 0.0034072 177.258 2.760 EM 222.981 14 -0.10754437D+04 2.4962291 0.0023157 175.920 3.218 EM 223.862 15 -0.10736987D+04 1.7450157 0.0016226 175.139 3.792 EM 224.070 16 -0.10722861D+04 1.4125631 0.0013156 174.744 4.436 EM 223.819 17 -0.10708607D+04 1.4254160 0.0013293 174.671 5.063 EM 223.267 18 -0.10694328D+04 1.4278889 0.0013334 174.872 5.613 EM 222.516 19 -0.10684431D+04 0.9897367 0.0009255 175.354 6.026 EM 221.621 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 359 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.22284364D+04 0.0000000 0.0000000 74.452 167.361 EM 161.187 2 -0.20732966D+04 155.1398171 0.0696182 2.065 126.824 FS 274.111 3 -0.18431008D+04 230.1957778 0.1110289 4.406 127.481 EM 271.113 4 -0.16532459D+04 189.8549245 0.1030084 6.907 129.626 EM 266.467 5 -0.14897588D+04 163.4870595 0.0988885 9.042 132.752 EM 261.206 6 -0.13466421D+04 143.1166776 0.0960670 10.792 135.661 EM 256.547 7 -0.12262907D+04 120.3514483 0.0893715 12.275 137.744 EM 252.981 8 -0.11384378D+04 87.8528339 0.0716411 13.606 138.992 EM 250.402 9 -0.10910787D+04 47.3591105 0.0416001 14.887 139.857 EM 248.256 10 -0.10763781D+04 14.7006012 0.0134735 16.181 140.888 EM 245.931 11 -0.10741633D+04 2.2148012 0.0020576 17.475 142.142 EM 243.383 12 -0.10735802D+04 0.5831612 0.0005429 18.732 143.349 EM 240.919 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 360 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.18985238D+04 0.0000000 0.0000000 111.542 11.187 EM 280.271 2 -0.18343937D+04 64.1300803 0.0337789 106.308 16.787 FS 279.904 3 -0.14186688D+04 415.7249571 0.2266280 71.078 53.469 EM 278.453 4 -0.11626347D+04 256.0340705 0.1804749 29.917 98.966 EM 274.117 5 -0.10879738D+04 74.6609587 0.0642170 20.147 116.302 EM 266.551 6 -0.10776688D+04 10.3049274 0.0094717 18.398 122.199 EM 262.403 7 -0.10755343D+04 2.1345445 0.0019807 18.595 124.194 EM 260.211 8 -0.10745165D+04 1.0177469 0.0009463 19.322 124.890 EM 258.788 9 -0.10739512D+04 0.5653682 0.0005262 20.158 125.171 EM 257.671 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 361 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12878771D+04 0.0000000 0.0000000 359.845 6.013 EM 37.143 2 -0.12051202D+04 82.7569617 0.0642584 337.356 3.238 EM 62.406 3 -0.11663943D+04 38.7259108 0.0321345 309.829 1.910 EM 91.261 4 -0.11414582D+04 24.9360436 0.0213787 282.439 1.238 EM 119.323 5 -0.11221370D+04 19.3211746 0.0169267 258.905 0.894 EM 143.200 6 -0.11074454D+04 14.6915860 0.0130925 240.623 0.715 EM 161.663 7 -0.10967191D+04 10.7263403 0.0096857 227.240 0.628 EM 175.132 8 -0.10889366D+04 7.7825535 0.0070962 217.718 0.601 EM 184.680 9 -0.10833139D+04 5.6226925 0.0051635 211.015 0.612 EM 191.373 10 -0.10793306D+04 3.9832360 0.0036769 206.318 0.647 EM 196.035 11 -0.10765970D+04 2.7335891 0.0025327 203.051 0.699 EM 199.251 12 -0.10747942D+04 1.8027980 0.0016745 200.812 0.760 EM 201.428 13 -0.10736460D+04 1.1482756 0.0010684 199.312 0.827 EM 202.861 14 -0.10729228D+04 0.7231999 0.0006736 198.335 0.899 EM 203.766 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 362 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14797936D+04 0.0000000 0.0000000 71.929 64.935 EM 266.136 2 -0.13766390D+04 103.1546425 0.0697088 68.990 58.004 FS 276.006 3 -0.12188761D+04 157.7628596 0.1146000 56.065 77.439 EM 269.497 4 -0.11710786D+04 47.7975658 0.0392145 43.645 91.148 EM 268.208 5 -0.11368574D+04 34.2211336 0.0292219 34.695 101.273 EM 267.032 6 -0.11127163D+04 24.1411015 0.0212349 28.749 109.070 EM 265.181 7 -0.10969057D+04 15.8106842 0.0142091 24.945 115.444 EM 262.611 8 -0.10872925D+04 9.6131260 0.0087639 22.566 120.910 EM 259.524 9 -0.10817087D+04 5.5838644 0.0051356 21.108 125.707 EM 256.185 10 -0.10784741D+04 3.2345376 0.0029902 20.237 129.945 EM 252.818 11 -0.10765320D+04 1.9421308 0.0018008 19.733 133.698 EM 249.569 12 -0.10752978D+04 1.2342382 0.0011465 19.457 137.030 EM 246.514 13 -0.10744661D+04 0.8316451 0.0007734 19.319 140.003 EM 243.678 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 363 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13011219D+04 0.0000000 0.0000000 27.385 161.904 EM 213.711 2 -0.12104709D+04 90.6509521 0.0696714 3.141 176.981 FS 222.878 3 -0.11359778D+04 74.4931402 0.0615406 4.418 168.066 EM 230.516 4 -0.11135709D+04 22.4068672 0.0197247 6.386 160.017 EM 236.597 5 -0.10998141D+04 13.7567736 0.0123537 8.873 153.740 EM 240.387 6 -0.10898479D+04 9.9662175 0.0090617 11.640 149.070 EM 242.290 7 -0.10830159D+04 6.8320144 0.0062688 14.396 145.814 EM 242.789 8 -0.10786410D+04 4.3749274 0.0040396 16.929 143.736 EM 242.335 9 -0.10759919D+04 2.6490134 0.0024559 19.133 142.567 EM 241.300 10 -0.10744410D+04 1.5509038 0.0014414 20.990 142.052 EM 239.959 11 -0.10735388D+04 0.9022901 0.0008398 22.527 141.978 EM 238.495 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 364 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13013581D+04 0.0000000 0.0000000 216.753 174.250 EM 11.996 2 -0.12990108D+04 2.3473036 0.0018037 22.069 380.931 FS 0.000 3 -0.11665265D+04 132.4842950 0.1019886 43.366 359.634 EM 0.000 4 -0.10980204D+04 68.5060738 0.0587265 60.963 342.037 EM 0.000 5 -0.10802577D+04 17.7627215 0.0161770 72.033 330.967 EM 0.000 6 -0.10754679D+04 4.7897492 0.0044339 78.445 324.555 EM 0.000 7 -0.10739915D+04 1.4764009 0.0013728 81.916 321.084 EM 0.000 8 -0.10733886D+04 0.6029412 0.0005614 83.807 319.193 EM 0.000 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 365 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17552811D+04 0.0000000 0.0000000 0.029 123.260 EM 279.711 2 -0.17540169D+04 1.2641876 0.0007202 0.000 123.404 FS 279.596 3 -0.15088732D+04 245.1437851 0.1397614 0.000 123.703 FS 279.297 4 -0.14486237D+04 60.2494331 0.0399301 0.000 123.944 FS 279.056 5 -0.13429949D+04 105.6288090 0.0729167 0.000 124.330 FS 278.670 6 -0.12512578D+04 91.7370963 0.0683079 0.000 125.265 FS 277.735 7 -0.11752048D+04 76.0530071 0.0607812 0.000 128.243 FS 274.757 8 -0.11177345D+04 57.4702788 0.0489024 0.000 137.617 FS 265.383 9 -0.10847299D+04 33.0046185 0.0295281 0.000 161.675 FS 241.325 10 -0.10737900D+04 10.9399507 0.0100854 0.000 195.672 FS 207.328 11 -0.10722706D+04 1.5193719 0.0014150 0.000 209.890 FS 193.110 12 -0.10722012D+04 0.0693775 0.0000647 0.000 210.981 FS 192.019 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 366 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16356195D+04 0.0000000 0.0000000 39.662 90.096 EM 273.242 2 -0.14261239D+04 209.4955705 0.1280833 44.323 85.606 FS 273.072 3 -0.12247995D+04 201.3244499 0.1411690 40.439 85.349 EM 277.213 4 -0.11492981D+04 75.5013905 0.0616439 48.182 79.708 EM 275.110 5 -0.11103635D+04 38.9345498 0.0338768 58.474 72.918 EM 271.608 6 -0.10901913D+04 20.1722169 0.0181672 68.474 67.323 EM 267.203 7 -0.10805275D+04 9.6637834 0.0088643 76.806 63.551 EM 262.642 8 -0.10761661D+04 4.3614689 0.0040364 83.147 61.347 EM 258.506 9 -0.10742298D+04 1.9362460 0.0017992 87.743 60.220 EM 255.037 10 -0.10733375D+04 0.8923334 0.0008307 91.012 59.756 EM 252.232 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 367 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16731332D+04 0.0000000 0.0000000 2.341 285.735 EM 114.924 2 -0.15556188D+04 117.5143649 0.0702361 2.588 282.009 FS 118.403 3 -0.11531972D+04 402.4216225 0.2586891 2.451 232.297 EM 168.252 4 -0.11177083D+04 35.4888744 0.0307743 2.949 202.328 EM 197.723 5 -0.11012870D+04 16.4213053 0.0146919 3.858 185.921 EM 213.221 6 -0.10909783D+04 10.3087546 0.0093606 5.070 176.612 EM 221.317 7 -0.10837572D+04 7.2210508 0.0066189 6.346 170.943 EM 225.711 8 -0.10788497D+04 4.9075201 0.0045282 7.428 167.498 EM 228.074 9 -0.10757026D+04 3.1470467 0.0029170 8.192 165.637 EM 229.171 10 -0.10737702D+04 1.9324287 0.0017964 8.663 164.923 EM 229.415 11 -0.10726090D+04 1.1612475 0.0010815 8.925 164.997 EM 229.079 12 -0.10719102D+04 0.6988137 0.0006515 9.057 165.579 EM 228.365 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 368 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19796261D+04 0.0000000 0.0000000 113.215 112.142 EM 177.643 2 -0.16768936D+04 302.7325035 0.1529241 50.235 76.817 FS 275.948 3 -0.14422297D+04 234.6638929 0.1399396 34.445 94.213 FS 274.342 4 -0.12679385D+04 174.2912063 0.1208484 5.316 121.232 FS 276.452 5 -0.11865099D+04 81.4285610 0.0642212 0.000 126.514 FS 276.486 6 -0.11179973D+04 68.5126263 0.0577430 0.000 130.797 EM 272.203 7 -0.10951588D+04 22.8385048 0.0204280 0.000 139.432 FS 263.568 8 -0.10770114D+04 18.1474501 0.0165706 0.000 163.287 FS 239.713 9 -0.10727827D+04 4.2286607 0.0039263 0.000 192.192 FS 210.808 10 -0.10722428D+04 0.5399181 0.0005033 0.000 207.472 FS 195.528 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 369 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12545625D+04 0.0000000 0.0000000 134.871 9.979 EM 258.149 2 -0.11497441D+04 104.8183284 0.0835497 144.356 0.004 FS 258.641 3 -0.10843818D+04 65.3623835 0.0568495 156.182 0.005 EM 246.813 4 -0.10793510D+04 5.0307333 0.0046393 159.368 0.010 EM 243.622 5 -0.10770954D+04 2.2555888 0.0020898 161.197 0.032 EM 241.771 6 -0.10756726D+04 1.4228403 0.0013210 162.901 0.108 EM 239.990 7 -0.10746264D+04 1.0461713 0.0009726 164.540 0.320 EM 238.140 8 -0.10737401D+04 0.8862942 0.0008247 166.115 0.610 EM 236.275 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 370 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14456145D+04 0.0000000 0.0000000 124.115 7.600 EM 271.285 2 -0.11180420D+04 327.5725092 0.2265974 125.295 6.696 EM 271.009 3 -0.10958283D+04 22.2136445 0.0198683 128.363 7.417 EM 267.220 4 -0.10863611D+04 9.4671800 0.0086393 131.394 8.623 EM 262.983 5 -0.10812940D+04 5.0671856 0.0046644 134.185 10.020 EM 258.795 6 -0.10784010D+04 2.8929136 0.0026754 136.684 11.459 EM 254.857 7 -0.10766312D+04 1.7698207 0.0016412 138.884 12.870 EM 251.245 8 -0.10754755D+04 1.1557064 0.0010734 140.800 14.225 EM 247.975 9 -0.10746777D+04 0.7978102 0.0007418 142.455 15.515 EM 245.029 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 371 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.22371734D+04 0.0000000 0.0000000 110.863 0.246 EM 291.891 2 -0.17791745D+04 457.9988864 0.2047221 122.362 0.083 EM 280.555 3 -0.12949304D+04 484.2441107 0.2721735 130.066 0.000 FS 272.934 4 -0.11697312D+04 125.1992009 0.0966841 146.010 0.000 FS 256.990 5 -0.11084373D+04 61.2938958 0.0524000 178.985 0.000 FS 224.015 6 -0.10798549D+04 28.5823710 0.0257862 200.675 0.000 FS 202.325 7 -0.10728210D+04 7.0338834 0.0065137 203.720 0.000 FS 199.280 8 -0.10722353D+04 0.5857124 0.0005460 207.428 0.000 FS 195.572 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 372 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16616851D+04 0.0000000 0.0000000 62.244 100.675 EM 240.081 2 -0.15178215D+04 143.8635668 0.0865769 22.074 130.003 FS 250.923 3 -0.12301123D+04 287.7092200 0.1895541 9.394 165.059 EM 228.547 4 -0.11253146D+04 104.7977057 0.0851936 4.524 176.436 EM 222.041 5 -0.10847556D+04 40.5589348 0.0360423 2.728 179.394 EM 220.878 6 -0.10750774D+04 9.6782187 0.0089220 2.092 180.145 EM 220.764 7 -0.10733880D+04 1.6894486 0.0015715 1.945 180.505 EM 220.550 8 -0.10726356D+04 0.7523980 0.0007010 2.051 180.833 EM 220.116 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 373 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13136181D+04 0.0000000 0.0000000 7.543 126.227 EM 269.231 2 -0.12603275D+04 53.2905464 0.0405678 0.002 133.880 FS 269.117 3 -0.11357754D+04 124.5521596 0.0988252 0.002 138.428 EM 264.570 4 -0.11136343D+04 22.1410379 0.0194942 0.003 139.402 EM 263.595 5 -0.10996210D+04 14.0132881 0.0125834 0.004 140.998 EM 261.998 6 -0.10901052D+04 9.5158684 0.0086538 0.005 143.344 EM 259.650 7 -0.10840765D+04 6.0286478 0.0055303 0.007 146.176 EM 256.817 8 -0.10803960D+04 3.6804683 0.0033950 0.009 149.233 EM 253.758 9 -0.10781402D+04 2.2558489 0.0020880 0.010 152.325 EM 250.665 10 -0.10767077D+04 1.4325159 0.0013287 0.012 155.334 EM 247.655 11 -0.10757505D+04 0.9572199 0.0008890 0.013 158.199 EM 244.788 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 374 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.29033757D+04 0.0000000 0.0000000 3.598 120.662 EM 278.740 2 -0.25071856D+04 396.1900712 0.1364584 3.672 120.596 FS 278.732 3 -0.21228099D+04 384.3756705 0.1533096 4.151 120.118 FS 278.731 4 -0.16886199D+04 434.1900550 0.2045355 57.853 66.636 FS 278.511 5 -0.13885671D+04 300.0527842 0.1776911 55.442 69.124 FS 278.433 6 -0.12476416D+04 140.9254944 0.1014899 39.958 93.269 FS 269.772 7 -0.11992365D+04 48.4050919 0.0387973 36.881 106.446 FS 259.673 8 -0.11298929D+04 69.3436285 0.0578231 33.878 131.637 FS 237.485 9 -0.10917571D+04 38.1358167 0.0337517 54.911 137.959 FS 210.130 10 -0.10779199D+04 13.8371942 0.0126742 125.191 89.561 FS 188.248 11 -0.10733249D+04 4.5949458 0.0042628 113.913 64.117 FS 224.970 12 -0.10721224D+04 1.2024781 0.0011203 204.088 23.693 FS 175.219 13 -0.10717932D+04 0.3292497 0.0003071 205.271 23.621 EM 174.108 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 375 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12717452D+04 0.0000000 0.0000000 62.439 185.081 EM 155.480 2 -0.11636779D+04 108.0672903 0.0849756 69.438 144.357 FS 189.205 3 -0.11254309D+04 38.2470341 0.0328674 22.901 200.209 FS 179.890 4 -0.10980393D+04 27.3915919 0.0243388 41.070 214.615 FS 147.315 5 -0.10791519D+04 18.8873581 0.0172010 36.134 223.727 EM 143.139 6 -0.10752348D+04 3.9171592 0.0036298 34.108 227.005 EM 141.888 7 -0.10738378D+04 1.3969858 0.0012992 33.084 228.357 EM 141.560 8 -0.10732374D+04 0.6004095 0.0005591 32.422 229.059 EM 141.519 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 376 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15103120D+04 0.0000000 0.0000000 80.909 58.594 EM 263.496 2 -0.12497157D+04 260.5963829 0.1725447 47.764 84.295 EM 270.940 3 -0.11806645D+04 69.0511827 0.0552535 25.448 107.051 EM 270.501 4 -0.11367313D+04 43.9331906 0.0372106 13.627 120.587 EM 268.786 5 -0.11095223D+04 27.2089558 0.0239361 8.150 128.487 EM 266.363 6 -0.10937639D+04 15.7584630 0.0142029 5.711 133.982 EM 263.307 7 -0.10850747D+04 8.6891395 0.0079443 4.658 138.489 EM 259.853 8 -0.10803171D+04 4.7576107 0.0043846 4.266 142.462 EM 256.272 9 -0.10775912D+04 2.7258710 0.0025232 4.212 146.025 EM 252.763 10 -0.10759003D+04 1.6909020 0.0015691 4.339 149.226 EM 249.434 11 -0.10747615D+04 1.1388207 0.0010585 4.561 152.111 EM 246.327 12 -0.10739434D+04 0.8181278 0.0007612 4.826 154.728 EM 243.446 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 377 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14285409D+04 0.0000000 0.0000000 338.338 57.238 EM 7.425 2 -0.13100965D+04 118.4443452 0.0829128 337.389 50.762 EM 14.849 3 -0.12009258D+04 109.1706762 0.0833303 334.642 43.142 EM 25.217 4 -0.11463684D+04 54.5574292 0.0454295 329.555 35.839 EM 37.607 5 -0.11216797D+04 24.6886790 0.0215364 322.839 29.463 EM 50.698 6 -0.11074458D+04 14.2339800 0.0126899 315.464 24.209 EM 63.328 7 -0.10974578D+04 9.9879282 0.0090189 308.146 20.098 EM 74.756 8 -0.10902002D+04 7.2576560 0.0066132 301.311 17.038 EM 84.651 9 -0.10848681D+04 5.3320859 0.0048909 295.153 14.865 EM 92.982 10 -0.10809591D+04 3.9089620 0.0036032 289.731 13.387 EM 99.882 11 -0.10781145D+04 2.8446034 0.0026316 285.017 12.428 EM 105.555 12 -0.10760482D+04 2.0663047 0.0019166 280.935 11.848 EM 110.217 13 -0.10745401D+04 1.5081013 0.0014015 277.386 11.550 EM 114.064 14 -0.10734306D+04 1.1095393 0.0010326 274.275 11.459 EM 117.266 15 -0.10726079D+04 0.8226486 0.0007664 271.520 11.520 EM 119.960 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 378 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.20072400D+04 0.0000000 0.0000000 77.202 160.587 EM 165.211 2 -0.20007934D+04 6.4465958 0.0032117 220.226 63.356 FS 119.418 3 -0.10966455D+04 904.1478878 0.4518947 232.903 64.433 EM 105.663 4 -0.10813401D+04 15.3054198 0.0139566 241.839 61.681 EM 99.480 5 -0.10775529D+04 3.7871887 0.0035023 246.857 59.132 EM 97.011 6 -0.10761000D+04 1.4528487 0.0013483 249.626 56.914 EM 96.460 7 -0.10753428D+04 0.7571854 0.0007036 251.055 55.040 EM 96.905 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 379 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.21613902D+04 0.0000000 0.0000000 8.105 122.614 EM 272.280 2 -0.17749688D+04 386.4214563 0.1787838 0.162 130.470 FS 272.369 3 -0.11119209D+04 663.0478999 0.3735547 0.157 130.339 EM 272.503 4 -0.10933533D+04 18.5675352 0.0166986 0.160 135.015 EM 267.826 5 -0.10852601D+04 8.0932648 0.0074022 0.168 139.877 EM 262.956 6 -0.10810998D+04 4.1602649 0.0038334 0.180 144.425 EM 258.395 7 -0.10786776D+04 2.4221895 0.0022405 0.199 148.561 EM 254.240 8 -0.10771324D+04 1.5452328 0.0014325 0.225 152.293 EM 250.482 9 -0.10760782D+04 1.0541754 0.0009787 0.258 155.659 EM 247.082 10 -0.10753212D+04 0.7569769 0.0007035 0.299 158.704 EM 243.997 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 380 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.23627052D+04 0.0000000 0.0000000 0.000 179.658 EM 223.342 2 -0.23359643D+04 26.7408948 0.0113179 0.000 183.424 FS 219.576 3 -0.19512531D+04 384.7112586 0.1646906 0.000 169.299 FS 233.701 4 -0.16638758D+04 287.3772498 0.1472783 0.000 180.332 FS 222.668 5 -0.13953792D+04 268.4966260 0.1613682 0.000 142.043 FS 260.957 6 -0.13147501D+04 80.6291084 0.0577829 0.000 144.157 FS 258.843 7 -0.12389444D+04 75.8056556 0.0576578 0.000 161.972 FS 241.028 8 -0.11844408D+04 54.5035624 0.0439919 0.000 185.262 FS 217.738 9 -0.11356473D+04 48.7935828 0.0411955 0.000 213.867 FS 189.133 10 -0.11064692D+04 29.1781113 0.0256929 0.000 243.071 FS 159.929 11 -0.10875063D+04 18.9628862 0.0171382 0.000 218.549 FS 184.451 12 -0.10779004D+04 9.6059025 0.0088330 0.000 213.210 FS 189.790 13 -0.10738226D+04 4.0777628 0.0037831 0.000 211.699 FS 191.301 14 -0.10725201D+04 1.3025109 0.0012130 0.000 213.035 FS 189.965 15 -0.10722430D+04 0.2771349 0.0002584 0.000 213.060 FS 189.940 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 381 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.20744680D+04 0.0000000 0.0000000 221.817 54.643 EM 126.540 2 -0.17381149D+04 336.3530973 0.1621395 263.329 29.121 FS 110.550 3 -0.14968241D+04 241.2907304 0.1388232 324.878 43.245 FS 34.877 4 -0.13483199D+04 148.5042006 0.0992129 335.971 67.028 FS 0.001 5 -0.10816923D+04 266.6276037 0.1977480 324.632 78.367 EM 0.001 6 -0.10767115D+04 4.9808730 0.0046047 319.554 83.445 EM 0.001 7 -0.10735033D+04 3.2081313 0.0029796 318.481 84.518 EM 0.001 8 -0.10743201D+04 -0.8167521 -0.0007608 317.561 85.439 EM 0.001 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 382 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14982837D+04 0.0000000 0.0000000 9.435 129.681 EM 263.884 2 -0.11983576D+04 299.9260518 0.2001798 20.258 121.104 FS 261.638 3 -0.11338140D+04 64.5436032 0.0538601 0.046 144.899 FS 258.055 4 -0.10912919D+04 42.5221643 0.0375037 0.000 182.308 FS 220.692 5 -0.10751143D+04 16.1775874 0.0148243 0.000 210.877 FS 192.123 6 -0.10724590D+04 2.6552836 0.0024698 0.000 213.668 FS 189.332 7 -0.10722206D+04 0.2383841 0.0002223 0.000 212.532 FS 190.468 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 383 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12831448D+04 0.0000000 0.0000000 8.100 141.256 EM 253.644 2 -0.12296434D+04 53.5013865 0.0416955 1.588 133.221 FS 268.190 3 -0.11180440D+04 111.5994037 0.0907575 1.555 144.167 EM 257.278 4 -0.11009135D+04 17.1305711 0.0153219 1.842 145.363 EM 255.795 5 -0.10906035D+04 10.3099418 0.0093649 2.602 145.660 EM 254.738 6 -0.10827179D+04 7.8856476 0.0072305 3.913 146.060 EM 253.027 7 -0.10772257D+04 5.4921874 0.0050726 5.366 146.838 EM 250.796 8 -0.10738915D+04 3.3342226 0.0030952 6.605 148.070 EM 248.325 9 -0.10719062D+04 1.9852507 0.0018487 7.538 149.665 EM 245.797 10 -0.10706737D+04 1.2325473 0.0011499 8.224 151.481 EM 243.296 11 -0.10698615D+04 0.8121912 0.0007586 8.747 153.388 EM 240.865 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 384 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12665319D+04 0.0000000 0.0000000 2.577 149.211 EM 251.212 2 -0.11365148D+04 130.0170826 0.1026560 3.772 147.916 FS 251.312 3 -0.10817655D+04 54.7493009 0.0481730 2.900 154.917 EM 245.182 4 -0.10738075D+04 7.9580091 0.0073565 2.655 157.916 EM 242.428 5 -0.10728721D+04 0.9353701 0.0008711 2.493 160.399 EM 240.109 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 385 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12414638D+04 0.0000000 0.0000000 89.991 66.165 EM 246.844 2 -0.11765457D+04 64.9181736 0.0522916 135.262 11.464 FS 256.274 3 -0.10784496D+04 98.0960235 0.0833763 153.889 12.646 EM 236.465 4 -0.10723135D+04 6.1361144 0.0056898 158.953 13.472 EM 230.575 5 -0.10716937D+04 0.6197891 0.0005780 160.934 14.227 EM 227.839 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 386 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15510549D+04 0.0000000 0.0000000 125.626 0.142 EM 277.232 2 -0.14092265D+04 141.8283823 0.0914400 124.678 0.036 EM 278.287 3 -0.13354207D+04 73.8057662 0.0523732 124.913 0.017 EM 278.069 4 -0.12595609D+04 75.8598072 0.0568059 125.522 0.013 EM 277.465 5 -0.11931388D+04 66.4221400 0.0527344 126.788 0.013 EM 276.199 6 -0.11445819D+04 48.5569060 0.0406968 128.985 0.015 EM 274.001 7 -0.11141505D+04 30.4313795 0.0265873 132.132 0.018 EM 270.850 8 -0.10969367D+04 17.2137396 0.0154501 135.942 0.023 EM 267.035 9 -0.10875979D+04 9.3388770 0.0085136 140.031 0.031 EM 262.938 10 -0.10824575D+04 5.1403882 0.0047264 144.094 0.047 EM 258.859 11 -0.10794483D+04 3.0091774 0.0027799 147.929 0.102 EM 254.969 12 -0.10773449D+04 2.1033537 0.0019485 151.264 0.392 EM 251.344 13 -0.10748540D+04 2.4909277 0.0023121 153.712 1.275 EM 248.013 14 -0.10727539D+04 2.1001252 0.0019539 156.120 1.897 EM 244.983 15 -0.10717057D+04 1.0482273 0.0009771 158.423 2.435 EM 242.142 16 -0.10707866D+04 0.9190381 0.0008575 160.493 3.025 EM 239.481 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 387 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15200001D+04 0.0000000 0.0000000 127.113 3.270 EM 272.618 2 -0.15009670D+04 19.0330285 0.0125217 142.753 0.000 FS 260.247 3 -0.14330699D+04 67.8971043 0.0452356 141.918 0.000 FS 261.082 4 -0.13024796D+04 130.5902736 0.0911262 152.055 0.000 FS 250.945 5 -0.12380599D+04 64.4197148 0.0494593 191.684 0.000 FS 211.316 6 -0.11853305D+04 52.7294761 0.0425904 248.561 0.000 FS 154.439 7 -0.11445681D+04 40.7623058 0.0343890 261.933 0.000 FS 141.067 8 -0.11180132D+04 26.5549153 0.0232008 225.297 0.000 FS 177.703 9 -0.10988234D+04 19.1898676 0.0171643 212.695 0.000 FS 190.305 10 -0.10857380D+04 13.0853943 0.0119086 205.126 0.000 FS 197.874 11 -0.10779059D+04 7.8320713 0.0072136 203.715 0.000 FS 199.285 12 -0.10740392D+04 3.8666629 0.0035872 206.454 0.000 FS 196.546 13 -0.10726013D+04 1.4379491 0.0013388 210.653 0.000 FS 192.347 14 -0.10722565D+04 0.3447893 0.0003215 212.668 0.000 FS 190.332 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 388 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15014145D+04 0.0000000 0.0000000 48.971 84.698 EM 269.332 2 -0.13630548D+04 138.3597196 0.0921529 31.991 94.728 FS 276.281 3 -0.12136849D+04 149.3698360 0.1095846 26.871 101.188 EM 274.941 4 -0.11597640D+04 53.9209264 0.0444274 22.502 106.951 EM 273.546 5 -0.11258741D+04 33.8899534 0.0292214 19.443 112.346 EM 271.211 6 -0.11041965D+04 21.6775793 0.0192540 17.417 117.537 EM 268.046 7 -0.10913941D+04 12.8023828 0.0115943 16.142 122.513 EM 264.345 8 -0.10841573D+04 7.2367792 0.0066308 15.383 127.175 EM 260.442 9 -0.10800275D+04 4.1297842 0.0038092 14.963 131.444 EM 256.593 10 -0.10775606D+04 2.4668980 0.0022841 14.752 135.298 EM 252.950 11 -0.10760007D+04 1.5599751 0.0014477 14.662 138.761 EM 249.577 12 -0.10749617D+04 1.0389575 0.0009656 14.636 141.878 EM 246.487 13 -0.10742392D+04 0.7224604 0.0006721 14.638 144.698 EM 243.664 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 389 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.11726926D+04 0.0000000 0.0000000 264.475 132.340 EM 6.185 2 -0.11260689D+04 46.6236550 0.0397578 240.196 155.104 EM 7.701 3 -0.11114291D+04 14.6397978 0.0130008 217.605 176.293 EM 9.102 4 -0.11011162D+04 10.3129324 0.0092790 198.473 194.216 EM 10.310 5 -0.10934320D+04 7.6842417 0.0069786 183.102 208.593 EM 11.305 6 -0.10874944D+04 5.9375480 0.0054302 171.213 219.685 EM 12.102 7 -0.10832043D+04 4.2900877 0.0039449 162.211 228.058 EM 12.731 8 -0.10799063D+04 3.2980457 0.0030447 155.363 234.407 EM 13.230 9 -0.10774282D+04 2.4780728 0.0022947 150.187 239.186 EM 13.627 10 -0.10756059D+04 1.8222830 0.0016913 146.357 242.697 EM 13.945 11 -0.10742642D+04 1.3416938 0.0012474 143.587 245.208 EM 14.204 12 -0.10732864D+04 0.9778120 0.0009102 141.627 246.954 EM 14.418 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 390 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13077144D+04 0.0000000 0.0000000 121.041 8.770 EM 273.189 2 -0.12884521D+04 19.2623196 0.0147298 130.471 0.002 FS 272.526 3 -0.11196478D+04 168.8043255 0.1310133 138.046 0.002 EM 264.952 4 -0.11038210D+04 15.8267397 0.0141355 140.167 0.002 EM 262.831 5 -0.10928857D+04 10.9353388 0.0099068 142.407 0.002 EM 260.591 6 -0.10858027D+04 7.0829911 0.0064810 145.136 0.002 EM 257.862 7 -0.10814467D+04 4.3559909 0.0040118 148.156 0.002 EM 254.842 8 -0.10787908D+04 2.6559194 0.0024559 151.263 0.002 EM 251.735 9 -0.10771293D+04 1.6614887 0.0015401 154.317 0.002 EM 248.681 10 -0.10760385D+04 1.0907370 0.0010126 157.240 0.002 EM 245.758 11 -0.10752835D+04 0.7550095 0.0007017 159.998 0.002 EM 243.000 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 391 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12562189D+04 0.0000000 0.0000000 0.000 208.874 EM 194.126 2 -0.12469357D+04 9.2832588 0.0073898 0.000 208.515 FS 194.485 3 -0.11448398D+04 102.0958405 0.0818774 0.000 182.434 EM 220.566 4 -0.11169294D+04 27.9104137 0.0243793 0.000 169.592 EM 233.408 5 -0.11028032D+04 14.1261827 0.0126473 0.000 163.561 EM 239.439 6 -0.10928542D+04 9.9490733 0.0090216 0.000 160.779 EM 242.221 7 -0.10858751D+04 6.9790598 0.0063861 0.000 159.828 EM 243.172 8 -0.10812236D+04 4.6514808 0.0042836 0.000 160.045 EM 242.955 9 -0.10782692D+04 2.9543882 0.0027324 0.000 161.021 EM 241.979 10 -0.10764479D+04 1.8213568 0.0016891 0.000 162.465 EM 240.535 11 -0.10753281D+04 1.1197950 0.0010403 0.000 164.170 EM 238.830 12 -0.10746215D+04 0.7065710 0.0006571 0.000 165.996 EM 237.004 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 392 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.20780285D+04 0.0000000 0.0000000 2.997 104.039 EM 295.964 2 -0.18827133D+04 195.3151433 0.0939906 4.218 102.923 FS 295.859 3 -0.18289286D+04 53.7847020 0.0285677 0.046 111.674 FS 291.280 4 -0.16790586D+04 149.8700738 0.0819442 0.000 123.397 FS 279.603 5 -0.15541550D+04 124.9036061 0.0743891 0.000 123.815 FS 279.185 6 -0.14337032D+04 120.4517067 0.0775030 0.000 124.035 FS 278.965 7 -0.13190898D+04 114.6134021 0.0799422 0.000 124.303 FS 278.697 8 -0.12178926D+04 101.1972026 0.0767174 0.000 124.972 FS 278.028 9 -0.11420065D+04 75.8861228 0.0623094 0.000 127.077 FS 275.923 10 -0.10991386D+04 42.8679523 0.0375374 0.000 133.440 FS 269.560 11 -0.10815638D+04 17.5747291 0.0159895 0.000 147.798 FS 255.202 12 -0.10751316D+04 6.4322295 0.0059472 0.000 168.762 FS 234.238 13 -0.10728106D+04 2.3210304 0.0021588 0.000 190.208 FS 212.792 14 -0.10722522D+04 0.5583427 0.0005204 0.000 205.804 FS 197.196 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 393 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15915827D+04 0.0000000 0.0000000 4.871 373.035 EM 25.094 2 -0.13161885D+04 275.3942052 0.1730317 0.001 402.725 FS 0.274 3 -0.11745292D+04 141.6592220 0.1076284 0.001 402.493 EM 0.506 4 -0.11617688D+04 12.7603945 0.0108643 0.000 403.000 FS 0.000 5 -0.11041494D+04 57.6194617 0.0495963 0.000 403.000 FS 0.000 6 -0.10882677D+04 15.8816787 0.0143836 0.000 403.000 FS 0.000 7 -0.10796117D+04 8.6560325 0.0079540 0.000 403.000 FS 0.000 8 -0.10759142D+04 3.6974398 0.0034248 0.000 403.000 FS 0.000 9 -0.10750518D+04 0.8623864 0.0008015 0.000 403.000 FS 0.000 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 394 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13300206D+04 0.0000000 0.0000000 9.137 178.040 EM 215.823 2 -0.11553609D+04 174.6596435 0.1313210 9.555 148.489 EM 244.955 3 -0.11166156D+04 38.7453403 0.0335353 10.259 140.020 EM 252.721 4 -0.11010742D+04 15.5414083 0.0139183 11.247 137.352 EM 254.401 5 -0.10911208D+04 9.9533952 0.0090397 12.354 136.675 EM 253.971 6 -0.10844271D+04 6.6937217 0.0061347 13.500 137.004 EM 252.495 7 -0.10801417D+04 4.2853457 0.0039517 14.657 137.914 EM 250.430 8 -0.10774572D+04 2.6845404 0.0024854 15.819 139.116 EM 248.065 9 -0.10757623D+04 1.6949149 0.0015731 16.982 140.428 EM 245.590 10 -0.10746308D+04 1.1314245 0.0010517 18.158 141.709 EM 243.132 11 -0.10738525D+04 0.7783507 0.0007243 19.338 142.908 EM 240.754 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 395 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19734924D+04 0.0000000 0.0000000 34.012 139.834 EM 229.154 2 -0.16289478D+04 344.5446447 0.1745863 33.205 143.377 FS 226.418 3 -0.13386406D+04 290.3072322 0.1782176 34.530 147.394 FS 221.076 4 -0.12000024D+04 138.6381332 0.1035664 39.227 153.040 FS 210.734 5 -0.11638246D+04 36.1777834 0.0301481 74.504 185.184 FS 143.312 6 -0.11264387D+04 37.3859398 0.0321233 97.021 178.105 FS 127.873 7 -0.10988668D+04 27.5718642 0.0244770 123.498 168.689 FS 110.813 8 -0.10890074D+04 9.8594262 0.0089724 190.932 127.959 FS 84.110 9 -0.10806424D+04 8.3650001 0.0076813 118.836 115.000 FS 169.164 10 -0.10739803D+04 6.6621600 0.0061650 171.929 80.356 FS 150.715 11 -0.10710696D+04 2.9106889 0.0027102 166.601 114.508 FS 121.891 12 -0.10720875D+04 -1.0179777 -0.0009504 166.908 114.053 EM 122.040 13 -0.10715445D+04 0.5430181 0.0005065 166.992 113.972 EM 122.036 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 396 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12383704D+04 0.0000000 0.0000000 164.068 5.071 EM 233.862 2 -0.11394630D+04 98.9073641 0.0798690 159.567 4.351 EM 239.082 3 -0.11173652D+04 22.0978074 0.0193932 155.169 4.133 EM 243.698 4 -0.11035426D+04 13.8226043 0.0123707 152.344 4.055 EM 246.601 5 -0.10933278D+04 10.2148311 0.0092564 151.031 4.092 EM 247.877 6 -0.10860942D+04 7.2336364 0.0066162 150.894 4.242 EM 247.864 7 -0.10812043D+04 4.8898594 0.0045022 151.550 4.521 EM 246.929 8 -0.10780082D+04 3.1960672 0.0029560 152.682 4.923 EM 245.396 9 -0.10759398D+04 2.0684680 0.0019188 154.047 5.437 EM 243.516 10 -0.10745654D+04 1.3743090 0.0012773 155.476 6.046 EM 241.478 11 -0.10736014D+04 0.9640449 0.0008971 156.900 6.705 EM 239.394 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 397 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19156632D+04 0.0000000 0.0000000 384.277 0.773 EM 17.950 2 -0.16188685D+04 296.7947844 0.1549306 403.000 0.000 FS 0.000 3 -0.13539395D+04 264.9290140 0.1636507 403.000 0.000 FS 0.000 4 -0.13034236D+04 50.5158221 0.0373103 403.000 0.000 FS 0.000 5 -0.12583787D+04 45.0448975 0.0345589 403.000 0.000 FS 0.000 6 -0.12275825D+04 30.7962777 0.0244730 403.000 0.000 FS 0.000 7 -0.11996318D+04 27.9506784 0.0227689 403.000 0.000 FS 0.000 8 -0.11732434D+04 26.3883270 0.0219970 403.000 0.000 FS 0.000 9 -0.11486366D+04 24.6068869 0.0209734 403.000 0.000 FS 0.000 10 -0.11263818D+04 22.2547375 0.0193749 403.000 0.000 FS 0.000 11 -0.11072858D+04 19.0960570 0.0169534 403.000 0.000 FS 0.000 12 -0.10922943D+04 14.9914656 0.0135389 403.000 0.000 FS 0.000 13 -0.10822071D+04 10.0871812 0.0092349 403.000 0.000 FS 0.000 14 -0.10770178D+04 5.1893077 0.0047951 403.000 0.000 FS 0.000 15 -0.10752885D+04 1.7293524 0.0016057 403.000 0.000 FS 0.000 16 -0.10749643D+04 0.3241295 0.0003014 403.000 0.000 FS 0.000 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 398 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13942850D+04 0.0000000 0.0000000 110.145 76.942 EM 215.913 2 -0.12995304D+04 94.7545415 0.0679592 164.874 89.836 FS 148.290 3 -0.12234335D+04 76.0969179 0.0585572 225.519 106.402 FS 71.079 4 -0.11514400D+04 71.9935639 0.0588455 246.053 106.982 FS 49.965 5 -0.10865255D+04 64.9145026 0.0563768 234.566 121.435 EM 47.000 6 -0.10786626D+04 7.8629112 0.0072367 227.815 129.252 EM 45.933 7 -0.10761958D+04 2.4667235 0.0022868 223.291 134.091 EM 45.618 8 -0.10748716D+04 1.3242360 0.0012305 220.173 137.194 EM 45.633 9 -0.10740193D+04 0.8523302 0.0007930 217.967 139.236 EM 45.797 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 399 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14638892D+04 0.0000000 0.0000000 384.742 11.886 EM 6.372 2 -0.13961139D+04 67.7753542 0.0462981 403.000 0.000 FS 0.000 3 -0.10757145D+04 320.3993857 0.2294937 403.000 0.000 EM 0.000 4 -0.10753456D+04 0.3689038 0.0003429 403.000 0.000 FS 0.000 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 400 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.23498916D+04 0.0000000 0.0000000 112.707 1.945 EM 288.348 2 -0.19907484D+04 359.1431149 0.1528339 116.477 0.028 FS 286.495 3 -0.13570399D+04 633.7085830 0.3183268 123.895 0.154 EM 278.951 4 -0.11224709D+04 234.5689135 0.1728534 127.766 0.669 EM 274.566 5 -0.10986749D+04 23.7960898 0.0211997 129.720 2.678 EM 270.602 6 -0.10864784D+04 12.1964263 0.0111010 130.917 5.145 EM 266.938 7 -0.10793330D+04 7.1453800 0.0065766 132.942 6.936 EM 263.123 8 -0.10758563D+04 3.4767371 0.0032212 135.482 7.947 EM 259.570 9 -0.10742006D+04 1.6557038 0.0015390 137.975 8.551 EM 256.474 10 -0.10733177D+04 0.8829144 0.0008219 140.249 8.944 EM 253.806 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 401 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14491377D+04 0.0000000 0.0000000 0.923 394.358 EM 7.719 2 -0.11334486D+04 315.6891311 0.2178462 0.897 391.247 EM 10.857 3 -0.11212663D+04 12.1823118 0.0107480 0.856 387.725 EM 14.419 4 -0.11117796D+04 9.4867129 0.0084607 0.830 383.901 EM 18.269 5 -0.11041204D+04 7.6591685 0.0068891 0.815 379.918 EM 22.267 6 -0.10978871D+04 6.2333031 0.0056455 0.810 375.909 EM 26.282 7 -0.10928050D+04 5.0820792 0.0046290 0.813 371.983 EM 30.204 8 -0.10886752D+04 4.1298242 0.0037791 0.826 368.225 EM 33.950 9 -0.10853431D+04 3.3320959 0.0030607 0.845 364.695 EM 37.460 10 -0.10826805D+04 2.6625781 0.0024532 0.869 361.431 EM 40.701 11 -0.10805765D+04 2.1040371 0.0019434 0.895 358.446 EM 43.659 12 -0.10789334D+04 1.6430633 0.0015205 0.921 355.741 EM 46.338 13 -0.10776657D+04 1.2677057 0.0011750 0.947 353.303 EM 48.750 14 -0.10766991D+04 0.9666262 0.0008970 0.972 351.113 EM 50.916 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 402 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.22840676D+04 0.0000000 0.0000000 30.408 238.791 EM 133.801 2 -0.13257230D+04 958.3445599 0.4195780 313.618 85.718 FS 3.664 3 -0.11558488D+04 169.8742029 0.1281370 331.511 67.982 EM 3.507 4 -0.11052166D+04 50.6322024 0.0438052 342.793 56.595 EM 3.612 5 -0.10885738D+04 16.6428484 0.0150584 347.130 52.200 EM 3.669 6 -0.10814137D+04 7.1601159 0.0065775 348.935 50.336 EM 3.729 7 -0.10784407D+04 2.9729417 0.0027491 349.254 49.963 EM 3.783 8 -0.10770424D+04 1.3983521 0.0012966 348.935 50.234 EM 3.831 9 -0.10762342D+04 0.8082017 0.0007504 348.406 50.720 EM 3.874 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 403 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.32920653D+04 0.0000000 0.0000000 42.231 2.856 EM 357.913 2 -0.13115728D+04 1980.4925379 0.6015958 121.643 2.338 EM 279.019 3 -0.12611575D+04 50.4152963 0.0384388 122.739 1.685 FS 278.576 4 -0.11093294D+04 151.8281310 0.1203879 127.863 1.846 EM 273.291 5 -0.10904691D+04 18.8602452 0.0170015 133.162 2.169 EM 267.669 6 -0.10822735D+04 8.1955913 0.0075157 138.158 2.606 EM 262.236 7 -0.10776774D+04 4.5960891 0.0042467 142.534 3.123 EM 257.343 8 -0.10749620D+04 2.7154789 0.0025198 146.313 3.671 EM 253.017 9 -0.10731754D+04 1.7865304 0.0016619 149.536 4.270 EM 249.195 10 -0.10718071D+04 1.3683155 0.0012750 152.256 4.946 EM 245.799 11 -0.10707031D+04 1.1040204 0.0010301 154.619 5.626 EM 242.755 12 -0.10698882D+04 0.8149318 0.0007611 156.791 6.211 EM 239.998 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 404 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14249888D+04 0.0000000 0.0000000 147.676 3.629 EM 251.694 2 -0.12782701D+04 146.7187391 0.1029613 153.335 0.000 FS 249.665 3 -0.10757353D+04 202.5347276 0.1584444 169.341 0.000 EM 233.659 4 -0.10734929D+04 2.2423929 0.0020845 174.741 0.000 EM 228.259 5 -0.10731154D+04 0.3775293 0.0003517 177.423 0.000 EM 225.577 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 405 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13867110D+04 0.0000000 0.0000000 22.923 155.930 EM 224.147 2 -0.11099509D+04 276.7600568 0.1995802 14.401 177.673 EM 210.925 3 -0.11013323D+04 8.6186481 0.0077649 0.000 230.740 FS 172.260 4 -0.10851983D+04 16.1340261 0.0146496 0.000 169.124 FS 233.876 5 -0.10772493D+04 7.9489476 0.0073249 0.000 180.798 FS 222.202 6 -0.10742258D+04 3.0235286 0.0028067 0.000 190.876 FS 212.124 7 -0.10727548D+04 1.4709892 0.0013693 0.000 201.847 FS 201.153 8 -0.10722847D+04 0.4701456 0.0004383 0.000 209.653 FS 193.347 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 406 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14409640D+04 0.0000000 0.0000000 259.984 10.412 EM 132.604 2 -0.12479304D+04 193.0335759 0.1339614 208.491 6.340 EM 188.169 3 -0.11606761D+04 87.2543401 0.0699192 178.011 4.497 EM 220.492 4 -0.11248319D+04 35.8441202 0.0308821 164.169 3.558 EM 235.273 5 -0.11078879D+04 16.9440938 0.0150637 158.110 3.010 EM 241.880 6 -0.10963884D+04 11.4994391 0.0103796 155.520 2.664 EM 244.816 7 -0.10881935D+04 8.1949302 0.0074745 154.768 2.452 EM 245.780 8 -0.10826113D+04 5.5821989 0.0051298 155.135 2.355 EM 245.510 9 -0.10790003D+04 3.6109448 0.0033354 156.213 2.338 EM 244.449 10 -0.10765819D+04 2.4184227 0.0022414 157.597 2.488 EM 242.915 11 -0.10747898D+04 1.7921420 0.0016647 159.150 2.684 EM 241.166 12 -0.10747106D+04 0.0791866 0.0000737 161.095 2.632 EM 239.273 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 407 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17498416D+04 0.0000000 0.0000000 361.169 31.764 EM 10.067 2 -0.17123269D+04 37.5147423 0.0214389 373.394 29.606 FS 0.000 3 -0.15994502D+04 112.8766936 0.0659201 374.877 28.123 FS 0.000 4 -0.14997501D+04 99.7001006 0.0623340 376.855 26.145 FS 0.000 5 -0.14163746D+04 83.3755360 0.0555930 379.109 23.891 FS 0.000 6 -0.13479247D+04 68.4499183 0.0483276 381.976 21.024 FS 0.000 7 -0.12882420D+04 59.6826088 0.0442774 386.810 16.190 FS 0.000 8 -0.12390043D+04 49.2377002 0.0382208 392.201 10.799 FS 0.000 9 -0.11997450D+04 39.2593297 0.0316862 395.633 7.367 FS 0.000 10 -0.11659547D+04 33.7903122 0.0281646 398.763 4.237 FS 0.000 11 -0.11420124D+04 23.9423139 0.0205345 401.669 1.331 FS 0.000 12 -0.11332998D+04 8.7125650 0.0076291 403.000 0.000 FS 0.000 13 -0.11078064D+04 25.4934104 0.0224949 403.000 0.000 FS 0.000 14 -0.10922836D+04 15.5228409 0.0140122 403.000 0.000 FS 0.000 15 -0.10821799D+04 10.1036774 0.0092500 403.000 0.000 FS 0.000 16 -0.10770041D+04 5.1758113 0.0047828 403.000 0.000 FS 0.000 17 -0.10752849D+04 1.7191705 0.0015963 403.000 0.000 FS 0.000 18 -0.10749639D+04 0.3209984 0.0002985 403.000 0.000 FS 0.000 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 408 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16862199D+04 0.0000000 0.0000000 22.797 300.144 EM 80.060 2 -0.12069506D+04 479.2692677 0.2842270 13.407 262.651 EM 126.942 3 -0.11600931D+04 46.8575073 0.0388231 9.285 228.318 EM 165.397 4 -0.11323571D+04 27.7359454 0.0239084 7.286 204.300 EM 191.414 5 -0.11145421D+04 17.8150721 0.0157327 6.192 189.429 EM 207.378 6 -0.11025160D+04 12.0260501 0.0107901 5.659 180.549 EM 216.792 7 -0.10929911D+04 9.5248663 0.0086392 5.364 175.049 EM 222.587 8 -0.10859242D+04 7.0669830 0.0064657 5.195 171.668 EM 226.137 9 -0.10809970D+04 4.9271772 0.0045373 5.126 169.750 EM 228.124 10 -0.10777282D+04 3.2687723 0.0030238 5.132 168.867 EM 229.001 11 -0.10756623D+04 2.0659238 0.0019169 5.193 168.710 EM 229.097 12 -0.10743996D+04 1.2626397 0.0011738 5.295 169.045 EM 228.660 13 -0.10736381D+04 0.7615050 0.0007088 5.433 169.692 EM 227.875 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 409 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.24453696D+04 0.0000000 0.0000000 108.729 23.732 EM 270.539 2 -0.20756099D+04 369.7597403 0.1512081 72.828 59.024 FS 271.148 3 -0.17139804D+04 361.6294963 0.1742281 60.245 71.760 FS 270.995 4 -0.14777594D+04 236.2210134 0.1378201 26.950 108.307 FS 267.743 5 -0.14029697D+04 74.7897279 0.0506102 3.087 135.206 FS 264.707 6 -0.12850715D+04 117.8981830 0.0840347 8.634 121.934 EM 272.432 7 -0.12202464D+04 64.8250375 0.0504447 27.530 102.861 EM 272.610 8 -0.11548179D+04 65.4285076 0.0536191 52.555 82.293 EM 268.152 9 -0.11121982D+04 42.6196798 0.0369060 72.673 66.983 EM 263.344 10 -0.10895369D+04 22.6613121 0.0203752 87.565 56.182 EM 259.253 11 -0.10792208D+04 10.3161624 0.0094684 97.505 49.646 EM 255.849 12 -0.10750308D+04 4.1900053 0.0038824 103.635 46.117 EM 253.247 13 -0.10733840D+04 1.6467445 0.0015318 107.289 44.369 EM 251.342 14 -0.10727163D+04 0.6677299 0.0006221 109.468 43.599 EM 249.934 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 410 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12987620D+04 0.0000000 0.0000000 99.684 44.299 EM 259.018 2 -0.11658755D+04 132.8865336 0.1023178 114.396 27.074 EM 261.530 3 -0.11274195D+04 38.4559830 0.0329846 122.604 19.221 EM 261.175 4 -0.11066560D+04 20.7635216 0.0184169 127.724 15.212 EM 260.065 5 -0.10938936D+04 12.7623512 0.0115324 131.692 13.058 EM 258.250 6 -0.10860673D+04 7.8263027 0.0071545 135.262 11.870 EM 255.868 7 -0.10813573D+04 4.7100842 0.0043368 138.639 11.224 EM 253.138 8 -0.10785002D+04 2.8570659 0.0026421 141.820 10.915 EM 250.265 9 -0.10766714D+04 1.8288120 0.0016957 144.745 10.855 EM 247.400 10 -0.10753756D+04 1.2957662 0.0012035 147.350 11.015 EM 244.635 11 -0.10743415D+04 1.0341609 0.0009617 149.599 11.382 EM 242.019 12 -0.10734558D+04 0.8856576 0.0008244 151.511 11.919 EM 239.570 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 411 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16529153D+04 0.0000000 0.0000000 1.730 160.069 EM 241.201 2 -0.16052622D+04 47.6530356 0.0288297 0.004 163.373 FS 239.624 3 -0.11117949D+04 493.4672863 0.3074060 0.004 138.218 EM 264.778 4 -0.10934565D+04 18.3384379 0.0164944 0.004 138.966 EM 264.030 5 -0.10858363D+04 7.6202408 0.0069689 0.004 142.364 EM 260.632 6 -0.10814775D+04 4.3587867 0.0040142 0.004 146.056 EM 256.940 7 -0.10788799D+04 2.5976004 0.0024019 0.004 149.659 EM 253.337 8 -0.10772449D+04 1.6349255 0.0015154 0.004 153.063 EM 249.934 9 -0.10761534D+04 1.0915506 0.0010133 0.004 156.233 EM 246.763 10 -0.10753851D+04 0.7683437 0.0007140 0.004 159.168 EM 243.829 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 412 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15722442D+04 0.0000000 0.0000000 43.552 91.198 EM 268.249 2 -0.13564874D+04 215.7567904 0.1372286 0.446 130.376 FS 272.179 3 -0.10986874D+04 257.8000078 0.1900497 0.412 135.096 EM 267.492 4 -0.10877111D+04 10.9762448 0.0099903 0.861 138.885 EM 263.255 5 -0.10815710D+04 6.1401128 0.0056450 1.283 143.157 EM 258.560 6 -0.10778107D+04 3.7602980 0.0034767 1.974 146.802 EM 254.225 7 -0.10757399D+04 2.0708521 0.0019214 2.566 149.954 EM 250.480 8 -0.10752192D+04 0.5206281 0.0004840 2.873 152.911 EM 247.215 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 413 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19427775D+04 0.0000000 0.0000000 54.252 261.801 EM 86.947 2 -0.16711416D+04 271.6358809 0.1398183 36.235 275.003 FS 91.762 3 -0.14136811D+04 257.4605669 0.1540627 19.607 169.659 FS 213.734 4 -0.12554620D+04 158.2190637 0.1119199 2.621 162.034 FS 238.346 5 -0.10932825D+04 162.1795481 0.1291792 2.049 165.432 EM 235.519 6 -0.10854698D+04 7.8126888 0.0071461 1.811 165.357 EM 235.833 7 -0.10805672D+04 4.9025241 0.0045165 1.747 165.053 EM 236.200 8 -0.10774260D+04 3.1412614 0.0029070 1.783 165.222 EM 235.995 9 -0.10754680D+04 1.9580222 0.0018173 1.889 165.861 EM 235.250 10 -0.10742557D+04 1.2122765 0.0011272 2.051 166.822 EM 234.127 11 -0.10734833D+04 0.7724236 0.0007190 2.266 167.958 EM 232.776 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 414 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12859372D+04 0.0000000 0.0000000 29.448 127.551 EM 246.001 2 -0.11658901D+04 120.0471754 0.0933538 44.663 98.923 EM 259.414 3 -0.11295724D+04 36.3176576 0.0311502 61.000 81.057 EM 260.942 4 -0.11049865D+04 24.5859333 0.0217657 75.173 67.983 EM 259.845 5 -0.10898072D+04 15.1792508 0.0137370 86.273 59.063 EM 257.664 6 -0.10814237D+04 8.3834998 0.0076926 94.701 53.320 EM 254.979 7 -0.10770619D+04 4.3617895 0.0040334 101.071 49.720 EM 252.209 8 -0.10748229D+04 2.2389888 0.0020788 105.901 47.506 EM 249.593 9 -0.10736534D+04 1.1694956 0.0010881 109.595 46.177 EM 247.228 10 -0.10730176D+04 0.6357940 0.0005922 112.458 45.413 EM 245.129 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 415 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16285198D+04 0.0000000 0.0000000 89.453 34.623 EM 278.923 2 -0.14091618D+04 219.3580283 0.1346978 109.611 14.453 FS 278.935 3 -0.11355989D+04 273.5628698 0.1941316 118.757 9.004 EM 275.239 4 -0.10963746D+04 39.2243255 0.0345406 125.379 7.271 EM 270.350 5 -0.10843665D+04 12.0081644 0.0109526 130.550 7.257 EM 265.193 6 -0.10794555D+04 4.9109925 0.0045289 134.622 7.810 EM 260.568 7 -0.10769309D+04 2.5245657 0.0023387 137.921 8.414 EM 256.665 8 -0.10753439D+04 1.5869989 0.0014736 140.618 8.998 EM 253.384 9 -0.10742365D+04 1.1074341 0.0010298 142.919 9.504 EM 250.577 10 -0.10734852D+04 0.7512920 0.0006994 144.933 9.932 EM 248.135 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 416 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.41270532D+04 0.0000000 0.0000000 0.000 95.093 EM 307.907 2 -0.37266268D+04 400.4263280 0.0970248 0.000 95.201 FS 307.799 3 -0.33312996D+04 395.3272388 0.1060818 0.000 95.155 FS 307.845 4 -0.29488336D+04 382.4660292 0.1148099 0.000 95.155 FS 307.845 5 -0.26009988D+04 347.8347761 0.1179567 0.000 95.154 FS 307.846 6 -0.23417823D+04 259.2165077 0.0996604 0.000 95.154 FS 307.846 7 -0.22559485D+04 85.8337375 0.0366532 0.000 95.154 FS 307.846 8 -0.22554087D+04 0.5397957 0.0002393 0.000 95.154 FS 307.846 9 -0.20578939D+04 197.5148895 0.0875739 0.000 104.859 FS 298.141 10 -0.19527785D+04 105.1153924 0.0510791 0.000 115.044 FS 287.956 11 -0.18312143D+04 121.5641517 0.0622519 0.000 120.682 FS 282.318 12 -0.17137835D+04 117.4308521 0.0641273 0.000 122.767 FS 280.233 13 -0.15998711D+04 113.9123708 0.0664684 0.000 123.560 FS 279.440 14 -0.14902995D+04 109.5715725 0.0684878 0.000 123.899 FS 279.101 15 -0.13864412D+04 103.8583430 0.0696896 0.000 124.140 FS 278.860 16 -0.12904638D+04 95.9773491 0.0692257 0.000 124.545 FS 278.455 17 -0.12064177D+04 84.0461287 0.0651286 0.000 125.622 FS 277.378 18 -0.11405769D+04 65.8407955 0.0545755 0.000 128.836 FS 274.164 19 -0.10985206D+04 42.0562697 0.0368728 0.000 138.082 FS 264.918 20 -0.10790194D+04 19.5012164 0.0177523 0.000 159.244 FS 243.756 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 417 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.28327701D+04 0.0000000 0.0000000 148.512 11.570 EM 242.918 2 -0.24558577D+04 376.9124187 0.1330544 147.202 3.150 FS 252.648 3 -0.22353970D+04 220.4606615 0.0897693 145.197 0.000 FS 257.803 4 -0.20982427D+04 137.1543261 0.0613557 146.883 0.000 FS 256.117 5 -0.20939264D+04 4.3162833 0.0020571 145.554 0.000 FS 257.446 6 -0.16868755D+04 407.0509557 0.1943960 153.641 0.000 FS 249.359 7 -0.13341621D+04 352.7134073 0.2090927 143.924 0.000 FS 259.076 8 -0.12076590D+04 126.5030609 0.0948184 138.206 0.000 FS 264.794 9 -0.11634681D+04 44.1909065 0.0365922 140.118 0.000 EM 262.882 10 -0.11391790D+04 24.2891060 0.0208765 139.318 0.000 EM 263.682 11 -0.11192886D+04 19.8904208 0.0174603 139.360 0.000 EM 263.640 12 -0.11038360D+04 15.4525578 0.0138057 140.527 0.000 EM 262.473 13 -0.10929159D+04 10.9201475 0.0098929 142.596 0.000 EM 260.404 14 -0.10858278D+04 7.0880928 0.0064855 145.265 0.000 EM 257.735 15 -0.10814598D+04 4.3680329 0.0040228 148.249 0.000 EM 254.751 16 -0.10787960D+04 2.6638006 0.0024632 151.331 0.000 EM 251.669 17 -0.10771295D+04 1.6664981 0.0015448 154.368 0.000 EM 248.632 18 -0.10760366D+04 1.0928282 0.0010146 157.280 0.000 EM 245.720 19 -0.10752810D+04 0.7555919 0.0007022 160.030 0.000 EM 242.970 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 418 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12130599D+04 0.0000000 0.0000000 144.253 12.769 EM 245.978 2 -0.11408070D+04 72.2529365 0.0595625 164.026 21.697 FS 217.276 3 -0.11251301D+04 15.6768850 0.0137419 278.702 0.491 FS 123.807 4 -0.11074437D+04 17.6863666 0.0157194 310.392 0.000 FS 92.608 5 -0.10862854D+04 21.1582862 0.0191055 210.649 0.000 FS 192.351 6 -0.10752892D+04 10.9962808 0.0101228 230.726 0.000 FS 172.274 7 -0.10726452D+04 2.6439290 0.0024588 211.545 0.000 FS 191.455 8 -0.10722430D+04 0.4022326 0.0003750 213.349 0.000 FS 189.651 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 419 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.11500224D+04 0.0000000 0.0000000 153.648 40.582 EM 208.770 2 -0.11072112D+04 42.8111935 0.0372264 168.303 2.674 FS 232.022 3 -0.10750074D+04 32.2038662 0.0290856 167.958 3.908 EM 231.134 4 -0.10722008D+04 2.8065435 0.0026107 168.271 4.773 EM 229.956 5 -0.10716061D+04 0.5947552 0.0005547 169.049 5.203 EM 228.747 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 420 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.26090550D+04 0.0000000 0.0000000 0.067 145.133 EM 257.800 2 -0.12881548D+04 1320.9002611 0.5062754 0.043 124.828 EM 278.130 3 -0.11763079D+04 111.8468801 0.0868272 0.022 126.334 EM 276.645 4 -0.11243477D+04 51.9601680 0.0441723 0.012 129.486 EM 273.502 5 -0.11003386D+04 24.0091404 0.0213538 0.011 133.659 EM 269.330 6 -0.10889439D+04 11.3947124 0.0103556 0.019 138.178 EM 264.804 7 -0.10831159D+04 5.8280047 0.0053520 0.051 142.590 EM 260.358 8 -0.10797587D+04 3.3571666 0.0030995 0.191 146.612 EM 256.197 9 -0.10772882D+04 2.4705133 0.0022880 0.658 149.928 EM 252.414 10 -0.10751195D+04 2.1686540 0.0020131 1.251 152.636 EM 249.113 11 -0.10738037D+04 1.3158407 0.0012239 1.546 155.201 EM 246.253 12 -0.10730597D+04 0.7440108 0.0006929 1.658 157.699 EM 243.643 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 421 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15846475D+04 0.0000000 0.0000000 50.941 81.020 EM 271.039 2 -0.13822429D+04 202.4045930 0.1277285 58.456 74.662 FS 269.882 3 -0.12164383D+04 165.8045434 0.1199533 71.807 65.257 EM 265.936 4 -0.11261958D+04 90.2425465 0.0741859 82.817 57.505 EM 262.678 5 -0.10858553D+04 40.3405129 0.0358202 90.632 52.564 EM 259.804 6 -0.10756171D+04 10.2381804 0.0094287 95.850 49.934 EM 257.216 7 -0.10738216D+04 1.7954594 0.0016692 99.208 48.806 EM 254.987 8 -0.10731644D+04 0.6571875 0.0006120 101.277 48.492 EM 253.232 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 422 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.25936215D+04 0.0000000 0.0000000 0.686 146.530 EM 255.785 2 -0.22304945D+04 363.1270183 0.1400077 0.709 146.488 FS 255.803 3 -0.19337886D+04 296.7058732 0.1330225 0.785 146.426 FS 255.789 4 -0.17891246D+04 144.6640286 0.0748086 1.403 145.880 FS 255.716 5 -0.15381543D+04 250.9702798 0.1402755 0.000 147.058 FS 255.942 6 -0.12239177D+04 314.2365695 0.2042946 0.000 150.306 FS 252.694 7 -0.11059982D+04 117.9194872 0.0963459 0.000 157.831 FS 245.169 8 -0.10827132D+04 23.2850148 0.0210534 0.000 198.095 FS 204.905 9 -0.10737040D+04 9.0092486 0.0083210 0.000 217.146 FS 185.854 10 -0.10723610D+04 1.3430054 0.0012508 0.000 213.395 FS 189.605 11 -0.10722127D+04 0.1483093 0.0001383 0.000 212.376 FS 190.624 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 423 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.25501227D+04 0.0000000 0.0000000 199.765 20.953 EM 182.283 2 -0.23040736D+04 246.0491760 0.0964852 137.889 80.655 FS 184.456 3 -0.19100675D+04 394.0060915 0.1710041 91.405 108.420 FS 203.176 4 -0.16186312D+04 291.4363162 0.1525791 46.458 173.175 FS 183.367 5 -0.13935023D+04 225.1288340 0.1390859 6.564 177.270 FS 219.166 6 -0.12476575D+04 145.8448339 0.1046606 0.001 131.179 FS 271.820 7 -0.11437181D+04 103.9393852 0.0833076 0.001 130.470 EM 272.529 8 -0.11058321D+04 37.8860138 0.0331253 0.001 133.503 EM 269.496 9 -0.10920338D+04 13.7983453 0.0124778 0.002 137.512 EM 265.486 10 -0.10848903D+04 7.1434890 0.0065415 0.003 141.710 EM 261.287 11 -0.10809250D+04 3.9652912 0.0036550 0.003 145.784 EM 257.213 12 -0.10785662D+04 2.3587248 0.0021821 0.004 149.605 EM 253.391 13 -0.10770601D+04 1.5061595 0.0013964 0.005 153.135 EM 249.860 14 -0.10760368D+04 1.0233053 0.0009501 0.005 156.376 EM 246.618 15 -0.10753059D+04 0.7308367 0.0006792 0.006 159.349 EM 243.645 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 424 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19057319D+04 0.0000000 0.0000000 380.587 7.193 EM 15.220 2 -0.19056144D+04 0.1174546 0.0000616 369.013 0.000 FS 33.987 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 425 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.33344701D+04 0.0000000 0.0000000 154.776 2.107 EM 246.117 2 -0.29722522D+04 362.2179135 0.1086283 134.651 0.000 FS 268.349 3 -0.25717042D+04 400.5479622 0.1347624 140.199 0.000 FS 262.801 4 -0.22031293D+04 368.5749507 0.1433193 139.752 0.000 FS 263.248 5 -0.18991797D+04 303.9495963 0.1379627 144.071 0.000 FS 258.929 6 -0.18114944D+04 87.6853035 0.0461701 143.110 0.000 FS 259.890 7 -0.17643468D+04 47.1476318 0.0260269 124.842 0.000 FS 278.158 8 -0.16369511D+04 127.3957088 0.0722056 128.755 0.000 FS 274.245 9 -0.15669382D+04 70.0128087 0.0427703 138.124 0.000 FS 264.876 10 -0.15198562D+04 47.0820792 0.0300472 158.717 0.000 FS 244.283 11 -0.14833370D+04 36.5192022 0.0240281 179.034 0.000 FS 223.966 12 -0.14513367D+04 32.0002358 0.0215731 181.476 0.000 FS 221.524 13 -0.14201983D+04 31.1384477 0.0214550 175.537 0.000 FS 227.463 14 -0.13895865D+04 30.6118166 0.0215546 170.479 0.000 FS 232.521 15 -0.13594280D+04 30.1584397 0.0217032 166.523 0.000 FS 236.477 16 -0.13297328D+04 29.6952238 0.0218439 163.367 0.000 FS 239.633 17 -0.13005906D+04 29.1422123 0.0219158 160.794 0.000 FS 242.206 18 -0.12721707D+04 28.4198501 0.0218515 158.657 0.000 FS 244.343 19 -0.12447313D+04 27.4394022 0.0215690 156.855 0.000 FS 246.145 20 -0.12186289D+04 26.1024242 0.0209703 155.323 0.000 FS 247.677 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 426 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14326181D+04 0.0000000 0.0000000 330.232 37.251 EM 35.517 2 -0.13027662D+04 129.8519124 0.0906396 306.011 22.614 EM 74.374 3 -0.12347740D+04 67.9921824 0.0521906 261.549 15.751 EM 125.700 4 -0.11787805D+04 55.9935684 0.0453472 220.980 13.198 EM 168.821 5 -0.11485314D+04 30.2490124 0.0256613 191.818 12.925 EM 198.257 6 -0.11275851D+04 20.9463225 0.0182375 173.084 13.898 EM 216.018 7 -0.11112150D+04 16.3700990 0.0145178 161.073 15.649 EM 226.278 8 -0.10987091D+04 12.5058729 0.0112542 152.844 17.897 EM 232.258 9 -0.10895130D+04 9.1961189 0.0083699 146.970 20.365 EM 235.666 10 -0.10830368D+04 6.4762463 0.0059442 142.775 22.845 EM 237.380 11 -0.10786914D+04 4.3453990 0.0040122 139.868 25.195 EM 237.937 12 -0.10759094D+04 2.7819761 0.0025790 137.957 27.324 EM 237.719 13 -0.10741897D+04 1.7197171 0.0015984 136.802 29.191 EM 237.007 14 -0.10731464D+04 1.0432735 0.0009712 136.206 30.790 EM 236.003 15 -0.10725125D+04 0.6338982 0.0005907 136.012 32.144 EM 234.844 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 427 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15199513D+04 0.0000000 0.0000000 0.298 135.850 EM 266.853 2 -0.14001953D+04 119.7559203 0.0787893 0.289 135.422 FS 267.289 3 -0.13253224D+04 74.8729443 0.0534732 0.000 135.878 FS 267.122 4 -0.12072664D+04 118.0559642 0.0890772 0.000 128.846 EM 274.154 5 -0.11977041D+04 9.5622844 0.0079206 0.000 128.688 FS 274.312 6 -0.11165941D+04 81.1100316 0.0677213 0.000 136.634 FS 266.366 7 -0.10828698D+04 33.7243207 0.0302028 0.000 158.288 FS 244.712 8 -0.10736475D+04 9.2222557 0.0085165 0.000 186.742 FS 216.258 9 -0.10722913D+04 1.3562440 0.0012632 0.000 206.170 FS 196.830 10 -0.10722054D+04 0.0858844 0.0000801 0.000 209.646 FS 193.354 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 428 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.26041861D+04 0.0000000 0.0000000 78.819 33.246 EM 290.934 2 -0.23137643D+04 290.4217867 0.1115211 88.705 24.286 FS 290.009 3 -0.21577339D+04 156.0303520 0.0674357 103.789 9.526 FS 289.685 4 -0.21215220D+04 36.2119539 0.0167824 38.541 78.636 FS 285.823 5 -0.19914537D+04 130.0682795 0.0613089 30.684 89.211 FS 283.105 6 -0.18731015D+04 118.3522438 0.0594301 29.457 92.039 FS 281.504 7 -0.17638492D+04 109.2522449 0.0583269 30.741 91.959 FS 280.300 8 -0.16503094D+04 113.5398216 0.0643705 26.469 97.151 FS 279.380 9 -0.15432556D+04 107.0538240 0.0648689 30.400 94.004 FS 278.596 10 -0.14432901D+04 99.9654980 0.0647757 32.328 93.579 FS 277.093 11 -0.13510798D+04 92.2102916 0.0638890 36.824 93.707 FS 272.470 12 -0.12697883D+04 81.2914613 0.0601678 36.346 106.132 FS 260.522 13 -0.12055948D+04 64.1935392 0.0505545 34.934 139.573 FS 228.493 14 -0.11629007D+04 42.6940900 0.0354133 28.254 186.051 FS 188.696 15 -0.11311046D+04 31.7960434 0.0273420 22.765 204.019 FS 176.216 16 -0.11078060D+04 23.2986503 0.0205981 21.498 193.855 FS 187.647 17 -0.10922445D+04 15.5615265 0.0140472 18.045 187.303 FS 197.651 18 -0.10853478D+04 6.8966857 0.0063142 8.608 189.919 FS 204.473 19 -0.10757531D+04 9.5946903 0.0088402 10.738 189.249 EM 203.014 20 -0.10734684D+04 2.2847134 0.0021238 11.593 188.365 EM 203.041 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 429 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14741749D+04 0.0000000 0.0000000 65.963 98.982 EM 238.056 2 -0.12870993D+04 187.0756218 0.1269019 18.863 149.990 FS 234.147 3 -0.10945551D+04 192.5441501 0.1495954 24.337 159.042 EM 219.620 4 -0.10845411D+04 10.0140376 0.0091490 27.242 158.874 EM 216.884 5 -0.10795015D+04 5.0395968 0.0046468 29.107 156.284 EM 217.609 6 -0.10764610D+04 3.0405039 0.0028166 30.610 153.592 EM 218.799 7 -0.10742996D+04 2.1614172 0.0020079 31.832 151.448 EM 219.720 8 -0.10729196D+04 1.3800018 0.0012846 32.876 149.979 EM 220.145 9 -0.10720859D+04 0.8336800 0.0007770 33.819 149.024 EM 220.157 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 430 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14598012D+04 0.0000000 0.0000000 0.015 165.662 EM 237.322 2 -0.14395472D+04 20.2539555 0.0138745 0.000 164.647 FS 238.353 3 -0.13560888D+04 83.4583994 0.0579755 0.000 182.897 FS 220.103 4 -0.12391659D+04 116.9229153 0.0862207 0.000 140.117 FS 262.883 5 -0.11769286D+04 62.2373171 0.0502252 0.000 147.635 FS 255.365 6 -0.11389767D+04 37.9519015 0.0322466 0.000 149.789 FS 253.211 7 -0.11159281D+04 23.0486430 0.0202363 0.000 149.138 FS 253.862 8 -0.11026490D+04 13.2790908 0.0118996 0.000 150.048 FS 252.952 9 -0.10936249D+04 9.0240767 0.0081840 0.000 153.584 FS 249.416 10 -0.10862827D+04 7.3422243 0.0067137 0.000 159.582 FS 243.418 11 -0.10803377D+04 5.9450071 0.0054728 0.000 167.974 FS 235.026 12 -0.10760013D+04 4.3363805 0.0040139 0.000 178.942 FS 224.058 13 -0.10734412D+04 2.5601015 0.0023793 0.000 192.063 FS 210.937 14 -0.10724265D+04 1.0146485 0.0009452 0.000 204.503 FS 198.497 15 -0.10722210D+04 0.2055712 0.0001917 0.000 211.069 FS 191.931 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 431 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.20379775D+04 0.0000000 0.0000000 58.443 72.306 EM 272.252 2 -0.17153352D+04 322.6423491 0.1583150 57.836 72.449 FS 272.714 3 -0.15278111D+04 187.5240218 0.1093221 45.886 81.737 FS 275.377 4 -0.12630299D+04 264.7812992 0.1733076 20.945 107.364 EM 274.691 5 -0.12117760D+04 51.2538296 0.0405801 0.010 131.759 FS 271.231 6 -0.11257819D+04 85.9940854 0.0709653 0.011 136.714 EM 266.276 7 -0.10960083D+04 29.7735923 0.0264470 0.014 139.569 EM 263.417 8 -0.10862167D+04 9.7915981 0.0089339 0.021 142.817 EM 260.163 9 -0.10816592D+04 4.5575114 0.0041958 0.029 146.312 EM 256.659 10 -0.10789717D+04 2.6875146 0.0024846 0.040 149.786 EM 253.173 11 -0.10772876D+04 1.6841079 0.0015608 0.053 153.106 EM 249.842 12 -0.10761706D+04 1.1169940 0.0010369 0.066 156.218 EM 246.716 13 -0.10753889D+04 0.7817317 0.0007264 0.082 159.110 EM 243.808 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 432 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14529252D+04 0.0000000 0.0000000 9.150 122.656 EM 271.195 2 -0.13924572D+04 60.4680369 0.0416181 0.822 130.488 FS 271.690 3 -0.11888717D+04 203.5854756 0.1462059 1.086 129.504 EM 272.410 4 -0.11550694D+04 33.8023049 0.0284323 1.233 130.058 EM 271.709 5 -0.11270917D+04 27.9777182 0.0242217 1.411 131.577 EM 270.012 6 -0.11066772D+04 20.4144591 0.0181125 1.730 133.814 EM 267.456 7 -0.10932319D+04 13.4453351 0.0121493 2.317 136.415 EM 264.268 8 -0.10845107D+04 8.7211450 0.0079774 3.289 138.955 EM 260.755 9 -0.10786072D+04 5.9035077 0.0054435 4.330 141.481 EM 257.189 10 -0.10749881D+04 3.6191046 0.0033553 5.056 144.244 EM 253.701 11 -0.10728932D+04 2.0949226 0.0019488 5.572 147.090 EM 250.338 12 -0.10715649D+04 1.3283029 0.0012381 6.003 149.842 EM 247.155 13 -0.10706396D+04 0.9252698 0.0008635 6.392 152.429 EM 244.180 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 433 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12615593D+04 0.0000000 0.0000000 134.664 26.865 EM 241.471 2 -0.11436036D+04 117.9557076 0.0934999 137.932 6.704 FS 258.364 3 -0.10945497D+04 49.0538773 0.0428941 139.693 9.174 EM 254.132 4 -0.10858745D+04 8.6752384 0.0079259 138.974 11.390 EM 252.637 5 -0.10807458D+04 5.1286410 0.0047231 138.461 13.595 EM 250.944 6 -0.10775260D+04 3.2198440 0.0029793 138.342 15.746 EM 248.912 7 -0.10755394D+04 1.9866419 0.0018437 138.513 17.769 EM 246.718 8 -0.10743047D+04 1.2346879 0.0011480 138.869 19.611 EM 244.520 9 -0.10735175D+04 0.7872076 0.0007328 139.339 21.249 EM 242.412 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 434 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13978600D+04 0.0000000 0.0000000 54.826 89.609 EM 258.566 2 -0.10898492D+04 308.0108698 0.2203446 50.731 106.712 EM 245.557 3 -0.10812442D+04 8.6049481 0.0078955 45.002 115.408 EM 242.591 4 -0.10777763D+04 3.4679310 0.0032074 40.537 121.286 EM 241.177 5 -0.10751022D+04 2.6740623 0.0024811 37.578 125.583 EM 239.839 6 -0.10744698D+04 0.6324142 0.0005882 35.527 129.121 EM 238.352 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 435 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.20487065D+04 0.0000000 0.0000000 1.521 122.267 EM 279.212 2 -0.18905192D+04 158.1873452 0.0772133 1.409 122.417 FS 279.174 3 -0.18111865D+04 79.3326609 0.0419634 0.000 123.870 FS 279.130 4 -0.17144120D+04 96.7745209 0.0534316 0.000 124.247 FS 278.753 5 -0.15471334D+04 167.2786564 0.0975720 0.000 125.238 FS 277.762 6 -0.14730936D+04 74.0397701 0.0478561 0.000 127.510 FS 275.490 7 -0.13805525D+04 92.5410730 0.0628209 0.000 135.215 FS 267.785 8 -0.13024866D+04 78.0658742 0.0565468 0.000 158.408 FS 244.592 9 -0.12415744D+04 60.9122671 0.0467661 0.000 209.051 FS 193.949 10 -0.11943933D+04 47.1810749 0.0380010 0.000 256.267 FS 146.733 11 -0.11587130D+04 35.6803533 0.0298732 0.000 245.644 FS 157.356 12 -0.11322225D+04 26.4904839 0.0228620 0.000 215.619 FS 187.381 13 -0.11109084D+04 21.3140732 0.0188250 0.000 204.209 FS 198.791 14 -0.10948042D+04 16.1041730 0.0144964 0.000 197.225 FS 205.775 15 -0.10837923D+04 11.0119624 0.0100584 0.000 195.164 FS 207.836 16 -0.10771785D+04 6.6137802 0.0061024 0.000 197.300 FS 205.700 17 -0.10738243D+04 3.3542096 0.0031139 0.000 202.842 FS 200.158 18 -0.10725466D+04 1.2776232 0.0011898 0.000 209.155 FS 193.845 19 -0.10722461D+04 0.3005775 0.0002802 0.000 212.281 FS 190.719 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 436 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17107334D+04 0.0000000 0.0000000 0.000 126.033 EM 276.967 2 -0.16070265D+04 103.7069065 0.0606213 0.000 126.020 FS 276.979 3 -0.16056181D+04 1.4083526 0.0008764 0.000 126.050 FS 276.950 4 -0.13982979D+04 207.3202581 0.1291218 0.000 124.094 EM 278.906 5 -0.13685891D+04 29.7087731 0.0212464 0.000 124.005 FS 278.995 6 -0.12709356D+04 97.6535332 0.0713534 0.000 124.234 FS 278.766 7 -0.11880982D+04 82.8373836 0.0651783 0.000 124.874 FS 278.126 8 -0.11322770D+04 55.8211433 0.0469836 0.000 127.064 FS 275.936 9 -0.10981298D+04 34.1472880 0.0301581 0.000 133.903 FS 269.097 10 -0.10799601D+04 18.1696649 0.0165460 0.000 151.365 FS 251.635 11 -0.10735519D+04 6.4082227 0.0059338 0.000 180.656 FS 222.344 12 -0.10723247D+04 1.2271887 0.0011431 0.000 203.556 FS 199.444 13 -0.10722079D+04 0.1167420 0.0001089 0.000 209.612 FS 193.388 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 437 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15201258D+04 0.0000000 0.0000000 126.329 0.329 EM 276.342 2 -0.15072276D+04 12.8981887 0.0084849 126.698 0.000 FS 276.302 3 -0.12302229D+04 277.0046644 0.1837842 128.726 0.000 EM 274.274 4 -0.11895584D+04 40.6644574 0.0330545 129.202 0.000 EM 273.798 5 -0.11529501D+04 36.6083863 0.0307748 130.447 0.000 EM 272.553 6 -0.11240460D+04 28.9040861 0.0250697 132.583 0.000 EM 270.417 7 -0.11042879D+04 19.7580862 0.0175776 135.517 0.000 EM 267.483 8 -0.10921669D+04 12.1209722 0.0109763 139.000 0.000 EM 264.000 9 -0.10851350D+04 7.0319441 0.0064385 142.732 0.000 EM 260.268 10 -0.10810686D+04 4.0663465 0.0037473 146.471 0.000 EM 256.529 11 -0.10786301D+04 2.4384739 0.0022556 150.070 0.000 EM 252.930 12 -0.10770833D+04 1.5468838 0.0014341 153.454 0.000 EM 249.546 13 -0.10760425D+04 1.0407294 0.0009662 156.600 0.000 EM 246.400 14 -0.10753052D+04 0.7373091 0.0006852 159.509 0.000 EM 243.491 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 438 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14683841D+04 0.0000000 0.0000000 40.164 88.896 EM 273.940 2 -0.11925772D+04 275.8069207 0.1878302 59.805 66.025 EM 277.170 3 -0.11901554D+04 2.4217610 0.0020307 106.241 19.335 FS 277.424 4 -0.11129380D+04 77.2173969 0.0648801 104.713 25.646 EM 272.641 5 -0.10924834D+04 20.4546043 0.0183789 105.914 29.835 EM 267.251 6 -0.10844845D+04 7.9989484 0.0073218 107.984 32.973 EM 262.043 7 -0.10805034D+04 3.9811078 0.0036710 110.210 35.482 EM 257.308 8 -0.10781877D+04 2.3156960 0.0021432 112.348 37.575 EM 253.078 9 -0.10766867D+04 1.5009600 0.0013921 114.315 39.378 EM 249.307 10 -0.10756296D+04 1.0571007 0.0009818 116.092 40.975 EM 245.933 11 -0.10748293D+04 0.8002885 0.0007440 117.680 42.423 EM 242.897 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 439 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.21643646D+04 0.0000000 0.0000000 41.621 96.274 EM 265.105 2 -0.18213098D+04 343.0548178 0.1585014 42.564 93.351 FS 267.085 3 -0.15477291D+04 273.5806961 0.1502110 46.471 90.972 FS 265.557 4 -0.14533297D+04 94.3993444 0.0609922 32.814 105.408 FS 264.779 5 -0.13926207D+04 60.7090014 0.0417724 45.423 117.111 FS 240.467 6 -0.13459947D+04 46.6259813 0.0334807 18.240 131.883 FS 252.877 7 -0.13076259D+04 38.3688244 0.0285059 14.636 149.594 FS 238.771 8 -0.12764199D+04 31.2059916 0.0238646 12.486 157.581 FS 232.933 9 -0.12469490D+04 29.4709719 0.0230888 20.746 151.078 FS 231.177 10 -0.12174928D+04 29.4561994 0.0236226 14.593 151.183 FS 237.224 11 -0.11908244D+04 26.6683627 0.0219043 11.234 154.999 FS 236.767 12 -0.11660497D+04 24.7746590 0.0208046 11.013 155.903 FS 236.083 13 -0.11428084D+04 23.2413764 0.0199317 9.533 158.095 FS 235.372 14 -0.11229207D+04 19.8876112 0.0174024 8.321 161.489 FS 233.190 15 -0.11065890D+04 16.3317228 0.0145440 7.984 164.809 FS 230.207 16 -0.10928993D+04 13.6897710 0.0123711 6.349 170.300 FS 226.351 17 -0.10842691D+04 8.6302016 0.0078966 8.100 171.276 FS 223.624 18 -0.10786465D+04 5.6225782 0.0051856 3.032 169.186 FS 230.782 19 -0.10736954D+04 4.9510665 0.0045901 3.991 170.776 EM 228.233 20 -0.10722007D+04 1.4947307 0.0013921 4.781 171.981 EM 226.238 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 440 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15567003D+04 0.0000000 0.0000000 328.485 70.864 EM 3.651 2 -0.11418753D+04 414.8249354 0.2664771 288.656 111.276 EM 3.068 3 -0.10933412D+04 48.5341095 0.0425039 270.019 130.030 EM 2.952 4 -0.10821271D+04 11.2141421 0.0102568 260.224 139.833 EM 2.943 5 -0.10778069D+04 4.3202262 0.0039923 254.434 145.603 EM 2.963 6 -0.10757399D+04 2.0669389 0.0019177 250.653 149.359 EM 2.988 7 -0.10746264D+04 1.1135573 0.0010352 248.002 151.984 EM 3.014 8 -0.10739691D+04 0.6572907 0.0006116 246.060 153.904 EM 3.036 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 441 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17533787D+04 0.0000000 0.0000000 115.453 9.625 EM 277.922 2 -0.15529149D+04 200.4638020 0.1143300 106.057 19.819 FS 277.124 3 -0.14478419D+04 105.0730217 0.0676618 80.167 46.138 FS 276.695 4 -0.13362956D+04 111.5463228 0.0770432 47.115 82.279 FS 273.606 5 -0.11846494D+04 151.6462232 0.1134825 0.000 383.088 FS 19.912 6 -0.11635699D+04 21.0794836 0.0177939 0.000 376.940 EM 26.060 7 -0.10981431D+04 65.4268023 0.0562294 0.000 371.383 EM 31.617 8 -0.10822881D+04 15.8549615 0.0144380 0.000 366.873 EM 36.127 9 -0.10785155D+04 3.7726101 0.0034858 0.000 363.314 EM 39.686 10 -0.10769132D+04 1.6022877 0.0014856 0.000 360.498 EM 42.502 11 -0.10759980D+04 0.9152595 0.0008499 0.001 358.229 EM 44.770 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 442 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14294107D+04 0.0000000 0.0000000 2.657 131.418 EM 268.924 2 -0.12814286D+04 147.9820677 0.1035266 0.189 126.004 EM 276.807 3 -0.11398881D+04 141.5405176 0.1104552 0.099 128.864 EM 274.038 4 -0.11009832D+04 38.9049531 0.0341305 0.230 132.924 EM 269.846 5 -0.10875171D+04 13.4660999 0.0122310 0.681 137.132 EM 265.187 6 -0.10810719D+04 6.4451681 0.0059265 1.009 141.265 EM 260.727 7 -0.10777663D+04 3.3056209 0.0030577 1.158 145.188 EM 256.654 8 -0.10758352D+04 1.9310312 0.0017917 1.285 148.773 EM 252.942 9 -0.10745854D+04 1.2498538 0.0011618 1.407 152.014 EM 249.579 10 -0.10737245D+04 0.8609082 0.0008012 1.511 154.954 EM 246.536 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 443 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13430613D+04 0.0000000 0.0000000 178.951 6.448 EM 217.601 2 -0.12073999D+04 135.6613830 0.1010091 174.556 3.585 EM 224.859 3 -0.11263763D+04 81.0236225 0.0671059 170.444 2.323 EM 230.233 4 -0.10902115D+04 36.1647691 0.0321072 167.860 1.761 EM 233.379 5 -0.10802128D+04 9.9986766 0.0091713 166.807 1.555 EM 234.638 6 -0.10771114D+04 3.1014493 0.0028711 166.778 1.543 EM 234.679 7 -0.10753124D+04 1.7989754 0.0016702 167.303 1.676 EM 234.021 8 -0.10740719D+04 1.2405167 0.0011536 168.081 1.954 EM 232.965 9 -0.10730149D+04 1.0570222 0.0009841 168.966 2.345 EM 231.689 10 -0.10718635D+04 1.1513143 0.0010730 169.927 2.777 EM 230.296 11 -0.10705589D+04 1.3046173 0.0012171 170.895 3.261 EM 228.844 12 -0.10694682D+04 1.0906908 0.0010188 171.865 3.763 EM 227.371 13 -0.10688025D+04 0.6657114 0.0006225 172.891 4.211 EM 225.898 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 444 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14953579D+04 0.0000000 0.0000000 65.460 297.748 EM 39.792 2 -0.13298359D+04 165.5220367 0.1106906 9.170 136.711 FS 257.119 3 -0.10915691D+04 238.2667639 0.1791700 9.683 135.626 EM 257.691 4 -0.10814993D+04 10.0698699 0.0092251 10.998 136.546 EM 255.456 5 -0.10782377D+04 3.2615189 0.0030157 12.476 137.966 EM 252.558 6 -0.10762968D+04 1.9409726 0.0018001 13.994 139.401 EM 249.605 7 -0.10750330D+04 1.2638213 0.0011742 15.492 140.712 EM 246.795 8 -0.10741691D+04 0.8638467 0.0008036 16.937 141.867 EM 244.196 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 445 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14612313D+04 0.0000000 0.0000000 42.967 126.436 EM 233.597 2 -0.12644987D+04 196.7326040 0.1346348 9.327 128.807 FS 264.866 3 -0.11819558D+04 82.5429105 0.0652772 4.614 130.259 EM 268.126 4 -0.11470604D+04 34.8953798 0.0295234 3.080 131.540 EM 268.380 5 -0.11224772D+04 24.5831993 0.0214315 2.611 132.998 EM 267.391 6 -0.11039727D+04 18.5045086 0.0164854 2.583 134.985 EM 265.432 7 -0.10912544D+04 12.7183565 0.0115205 2.796 137.464 EM 262.740 8 -0.10831300D+04 8.1244095 0.0074450 3.188 140.222 EM 259.590 9 -0.10780880D+04 5.0419449 0.0046550 3.690 143.072 EM 256.237 10 -0.10749500D+04 3.1380523 0.0029108 4.219 145.908 EM 252.873 11 -0.10729441D+04 2.0058333 0.0018660 4.732 148.655 EM 249.613 12 -0.10716020D+04 1.3421707 0.0012509 5.215 151.267 EM 246.518 13 -0.10706584D+04 0.9436125 0.0008806 5.667 153.721 EM 243.613 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 446 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15422011D+04 0.0000000 0.0000000 63.525 80.372 EM 259.103 2 -0.12432580D+04 298.9430702 0.1938418 53.682 83.592 FS 265.726 3 -0.10987051D+04 144.5529663 0.1162695 34.956 104.365 EM 263.679 4 -0.10839215D+04 14.7835823 0.0134555 26.932 115.918 EM 260.150 5 -0.10786973D+04 5.2242266 0.0048197 23.541 121.803 EM 257.656 6 -0.10763254D+04 2.3718371 0.0021988 22.200 124.885 EM 255.915 7 -0.10748970D+04 1.4284657 0.0013272 21.781 126.706 EM 254.513 8 -0.10739389D+04 0.9580083 0.0008913 21.779 128.016 EM 253.205 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 447 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12043926D+04 0.0000000 0.0000000 388.648 8.370 EM 5.982 2 -0.10992570D+04 105.1356668 0.0872935 387.477 9.021 EM 6.502 3 -0.10931440D+04 6.1129711 0.0055610 386.107 9.796 EM 7.097 4 -0.10895278D+04 3.6161777 0.0033081 384.619 10.636 EM 7.744 5 -0.10865344D+04 2.9934156 0.0027474 383.068 11.512 EM 8.420 6 -0.10840329D+04 2.5015468 0.0023023 381.503 12.396 EM 9.101 7 -0.10819615D+04 2.0713879 0.0019108 379.964 13.266 EM 9.770 8 -0.10802700D+04 1.6914250 0.0015633 378.481 14.104 EM 10.415 9 -0.10789096D+04 1.3604256 0.0012593 377.073 14.900 EM 11.026 10 -0.10778314D+04 1.0782694 0.0009994 375.753 15.647 EM 11.600 11 -0.10769882D+04 0.8431511 0.0007823 374.526 16.341 EM 12.132 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 448 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16035217D+04 0.0000000 0.0000000 0.402 130.533 EM 272.065 2 -0.15814405D+04 22.0811734 0.0137704 0.000 131.084 FS 271.916 3 -0.12121904D+04 369.2500953 0.2334897 0.000 130.437 EM 272.563 4 -0.11762887D+04 35.9017370 0.0296172 0.000 130.602 EM 272.398 5 -0.11442083D+04 32.0803587 0.0272725 0.000 131.748 EM 271.252 6 -0.11188903D+04 25.3180653 0.0221271 0.000 133.819 EM 269.181 7 -0.11014550D+04 17.4352897 0.0155827 0.000 136.677 EM 266.323 8 -0.10906370D+04 10.8179534 0.0098215 0.000 140.064 EM 262.936 9 -0.10842819D+04 6.3551910 0.0058270 0.000 143.692 EM 259.308 10 -0.10805624D+04 3.7194217 0.0034303 0.000 147.330 EM 255.670 11 -0.10783083D+04 2.2540992 0.0020860 0.000 150.836 EM 252.164 12 -0.10768657D+04 1.4426217 0.0013379 0.000 154.140 EM 248.860 13 -0.10758880D+04 0.9776885 0.0009079 0.000 157.217 EM 245.783 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 449 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16620808D+04 0.0000000 0.0000000 60.208 300.584 EM 42.208 2 -0.12780837D+04 383.9970248 0.2310339 46.123 261.101 EM 95.776 3 -0.11776163D+04 100.4674251 0.0786079 40.413 163.094 FS 199.493 4 -0.11361234D+04 41.4929123 0.0352347 39.915 166.051 EM 197.034 5 -0.11175512D+04 18.5721981 0.0163470 40.359 163.419 EM 199.221 6 -0.11038266D+04 13.7246484 0.0122810 40.878 160.377 EM 201.745 7 -0.10936215D+04 10.2050494 0.0092452 41.222 158.471 EM 203.307 8 -0.10863555D+04 7.2659542 0.0066439 41.402 157.786 EM 203.812 9 -0.10814571D+04 4.8984049 0.0045090 41.468 158.034 EM 203.498 10 -0.10783460D+04 3.1110924 0.0028768 41.423 158.961 EM 202.615 11 -0.10764433D+04 1.9027237 0.0017645 41.290 160.340 EM 201.370 12 -0.10752762D+04 1.1671122 0.0010842 41.105 161.967 EM 199.928 13 -0.10745369D+04 0.7392994 0.0006875 40.899 163.697 EM 198.404 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 450 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.16156755D+04 0.0000000 0.0000000 116.162 23.046 EM 263.792 2 -0.11301648D+04 485.5107785 0.3005002 121.354 34.362 EM 247.284 3 -0.11079489D+04 22.2158997 0.0196572 113.788 44.625 EM 244.588 4 -0.10936381D+04 14.3107492 0.0129164 104.757 54.119 EM 244.124 5 -0.10841015D+04 9.5365720 0.0087200 97.265 62.316 EM 243.419 6 -0.10783777D+04 5.7237942 0.0052798 91.820 68.928 EM 242.252 7 -0.10752274D+04 3.1503438 0.0029214 88.142 74.036 EM 240.821 8 -0.10735671D+04 1.6603466 0.0015442 85.763 77.925 EM 239.313 9 -0.10726865D+04 0.8805639 0.0008202 84.263 80.906 EM 237.830 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 451 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13674427D+04 0.0000000 0.0000000 0.723 136.381 EM 265.896 2 -0.12628578D+04 104.5849529 0.0764821 2.098 135.927 FS 264.975 3 -0.11153593D+04 147.4985162 0.1167974 2.555 133.906 EM 266.538 4 -0.10879529D+04 27.4063805 0.0245718 3.020 137.606 EM 262.374 5 -0.10807769D+04 7.1759704 0.0065958 3.484 141.763 EM 257.753 6 -0.10782001D+04 2.5767943 0.0023842 3.933 145.709 EM 253.357 7 -0.10766903D+04 1.5098545 0.0014003 4.364 149.225 EM 249.411 8 -0.10756894D+04 1.0008150 0.0009295 4.779 152.311 EM 245.910 9 -0.10749847D+04 0.7047365 0.0006551 5.178 155.028 EM 242.794 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 452 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13226268D+04 0.0000000 0.0000000 17.440 122.296 EM 263.264 2 -0.12637784D+04 58.8484504 0.0444936 0.113 130.561 FS 272.326 3 -0.12469378D+04 16.8406068 0.0133256 0.000 128.422 FS 274.578 4 -0.11926175D+04 54.3202584 0.0435629 0.000 127.184 FS 275.816 5 -0.11243143D+04 68.3032535 0.0572717 0.000 133.471 FS 269.529 6 -0.10879331D+04 36.3811754 0.0323585 0.000 149.870 FS 253.130 7 -0.10749102D+04 13.0228712 0.0119703 0.000 178.191 FS 224.809 8 -0.10724281D+04 2.4820869 0.0023091 0.000 201.742 FS 201.258 9 -0.10722137D+04 0.2144101 0.0001999 0.000 209.302 FS 193.698 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 453 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.20609392D+04 0.0000000 0.0000000 11.461 122.913 EM 268.626 2 -0.16210438D+04 439.8953923 0.2134441 0.013 126.956 FS 276.032 3 -0.12582709D+04 362.7728557 0.2237897 0.000 125.949 FS 277.051 4 -0.11385187D+04 119.7522580 0.0951721 0.000 127.011 FS 275.989 5 -0.11055490D+04 32.9696130 0.0289583 0.000 133.049 FS 269.951 6 -0.10824760D+04 23.0730787 0.0208702 0.000 149.713 FS 253.287 7 -0.10742278D+04 8.2481879 0.0076197 0.000 178.455 FS 224.545 8 -0.10724062D+04 1.8215821 0.0016957 0.000 202.116 FS 200.884 9 -0.10722145D+04 0.1917072 0.0001788 0.000 209.208 FS 193.792 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 454 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12209003D+04 0.0000000 0.0000000 331.359 46.065 EM 25.576 2 -0.10910117D+04 129.8885806 0.1063875 322.841 50.792 EM 29.367 3 -0.10833447D+04 7.6670344 0.0070275 317.447 53.834 EM 31.719 4 -0.10809934D+04 2.3512600 0.0021704 312.738 57.106 EM 33.156 5 -0.10805000D+04 0.4934054 0.0004564 310.630 58.180 EM 34.190 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 455 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13350767D+04 0.0000000 0.0000000 139.986 46.478 EM 216.536 2 -0.13204562D+04 14.6204892 0.0109510 83.528 47.333 FS 272.139 3 -0.12740138D+04 46.4423483 0.0351714 128.290 6.712 FS 267.998 4 -0.12031783D+04 70.8355513 0.0556003 147.566 0.000 FS 255.434 5 -0.11355377D+04 67.6405918 0.0562183 164.208 0.000 FS 238.792 6 -0.10946449D+04 40.8927397 0.0360118 188.207 0.000 FS 214.793 7 -0.10761331D+04 18.5118196 0.0169113 199.957 0.000 FS 203.043 8 -0.10724546D+04 3.6785431 0.0034183 203.412 0.000 FS 199.588 9 -0.10722159D+04 0.2387119 0.0002226 209.023 0.000 FS 193.977 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 456 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14850890D+04 0.0000000 0.0000000 21.259 111.058 EM 270.683 2 -0.13268732D+04 158.2157779 0.1065362 28.510 105.052 FS 269.439 3 -0.11625617D+04 164.3115003 0.1238336 42.825 87.218 EM 272.957 4 -0.11195771D+04 42.9845913 0.0369740 61.701 71.860 EM 269.439 5 -0.10940090D+04 25.5680910 0.0228373 78.157 60.137 EM 264.706 6 -0.10813228D+04 12.6861544 0.0115960 90.070 52.706 EM 260.223 7 -0.10759454D+04 5.3774474 0.0049730 97.733 48.635 EM 256.632 8 -0.10738113D+04 2.1341341 0.0019835 102.355 46.634 EM 254.011 9 -0.10729543D+04 0.8569313 0.0007980 105.056 45.791 EM 252.154 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 457 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12032937D+04 0.0000000 0.0000000 164.224 12.857 EM 225.919 2 -0.10841509D+04 119.1427689 0.0990139 176.086 2.353 FS 224.561 3 -0.10733073D+04 10.8436026 0.0100019 178.465 1.722 EM 222.812 4 -0.10714983D+04 1.8090367 0.0016855 179.713 1.636 EM 221.651 5 -0.10710078D+04 0.4904737 0.0004577 180.710 1.676 EM 220.614 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 458 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12872084D+04 0.0000000 0.0000000 49.902 157.720 EM 195.378 2 -0.11079663D+04 179.2421390 0.1392487 45.115 146.260 EM 211.625 3 -0.10777480D+04 30.2183110 0.0272737 44.399 141.901 EM 216.700 4 -0.10721928D+04 5.5551507 0.0051544 44.716 140.195 EM 218.088 5 -0.10717213D+04 0.4715508 0.0004398 45.242 139.526 EM 218.231 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 459 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.28091120D+04 0.0000000 0.0000000 4.268 135.236 EM 263.496 2 -0.24404040D+04 368.7080107 0.1312543 4.358 135.421 FS 263.222 3 -0.21031587D+04 337.2453522 0.1381924 4.224 136.036 FS 262.740 4 -0.18515671D+04 251.5915855 0.1196256 4.125 142.447 FS 256.428 5 -0.17830338D+04 68.5332664 0.0370137 0.361 148.659 FS 253.980 6 -0.11337056D+04 649.3282545 0.3641705 0.212 154.908 EM 247.880 7 -0.11131350D+04 20.5705650 0.0181445 0.256 153.756 EM 248.989 8 -0.11002771D+04 12.8579471 0.0115511 0.428 152.287 EM 250.285 9 -0.10914635D+04 8.8135825 0.0080103 0.156 152.354 EM 250.490 10 -0.10847967D+04 6.6667726 0.0061081 0.058 153.280 EM 249.662 11 -0.10805480D+04 4.2487090 0.0039166 0.021 154.828 EM 248.150 12 -0.10779585D+04 2.5894602 0.0023964 0.045 156.840 EM 246.114 13 -0.10764399D+04 1.5186174 0.0014088 0.015 159.100 EM 243.885 14 -0.10753915D+04 1.0484411 0.0009740 0.039 161.370 EM 241.591 15 -0.10745054D+04 0.8860366 0.0008239 0.263 163.389 EM 239.347 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 460 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.18001844D+04 0.0000000 0.0000000 0.714 189.029 EM 213.257 2 -0.17335046D+04 66.6797592 0.0370405 0.007 189.803 FS 213.190 3 -0.15661833D+04 167.3212741 0.0965220 0.000 175.093 FS 227.907 4 -0.14468121D+04 119.3712419 0.0762179 0.000 161.974 FS 241.026 5 -0.13421558D+04 104.6563036 0.0723358 0.000 192.623 FS 210.377 6 -0.12739627D+04 68.1930816 0.0508086 0.000 252.310 FS 150.690 7 -0.12102946D+04 63.6680697 0.0499764 0.000 282.672 FS 120.328 8 -0.11561575D+04 54.1370849 0.0447305 0.000 262.262 FS 140.738 9 -0.11144881D+04 41.6694326 0.0360413 0.000 225.287 FS 177.713 10 -0.10862558D+04 28.2323541 0.0253321 0.000 206.193 FS 196.807 11 -0.10743334D+04 11.9223970 0.0109757 0.000 199.835 FS 203.165 12 -0.10722987D+04 2.0346881 0.0018939 0.000 204.780 FS 198.220 13 -0.10722013D+04 0.0973422 0.0000908 0.000 210.412 FS 192.588 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 461 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15172056D+04 0.0000000 0.0000000 77.668 59.803 EM 265.529 2 -0.13196400D+04 197.5656093 0.1302168 65.781 77.509 FS 259.710 3 -0.11937016D+04 125.9384241 0.0954339 27.686 123.432 FS 251.882 4 -0.11718702D+04 21.8313872 0.0182888 0.000 157.762 FS 245.238 5 -0.11137039D+04 58.1663031 0.0496354 0.000 180.574 FS 222.426 6 -0.10887874D+04 24.9165285 0.0223727 0.000 192.889 FS 210.111 7 -0.10792656D+04 9.5217567 0.0087453 0.000 188.079 FS 214.921 8 -0.10749947D+04 4.2709424 0.0039573 0.000 194.379 FS 208.621 9 -0.10729645D+04 2.0301328 0.0018885 0.000 203.141 FS 199.859 10 -0.10723231D+04 0.6413951 0.0005978 0.000 210.178 FS 192.822 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 462 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13321988D+04 0.0000000 0.0000000 0.027 142.952 EM 260.021 2 -0.13085336D+04 23.6652161 0.0177640 0.000 143.230 FS 259.770 3 -0.11875606D+04 120.9730124 0.0924493 0.000 137.894 EM 265.106 4 -0.11530574D+04 34.5031606 0.0290538 0.000 136.309 EM 266.691 5 -0.11292337D+04 23.8237499 0.0206614 0.000 136.468 EM 266.532 6 -0.11105005D+04 18.7331810 0.0165893 0.000 137.811 EM 265.189 7 -0.10970728D+04 13.4276666 0.0120915 0.000 140.058 EM 262.942 8 -0.10883304D+04 8.7424349 0.0079689 0.000 142.917 EM 260.083 9 -0.10829758D+04 5.3545535 0.0049200 0.000 146.101 EM 256.899 10 -0.10797495D+04 3.2262766 0.0029791 0.000 149.379 EM 253.621 11 -0.10777609D+04 1.9886934 0.0018418 0.000 152.599 EM 250.401 12 -0.10764764D+04 1.2844374 0.0011918 0.000 155.676 EM 247.324 13 -0.10756009D+04 0.8755638 0.0008134 0.000 158.572 EM 244.428 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 463 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14900896D+04 0.0000000 0.0000000 76.081 52.195 EM 274.725 2 -0.12048384D+04 285.2512124 0.1914323 29.017 97.323 EM 276.659 3 -0.11293060D+04 75.5324216 0.0626909 0.321 127.358 FS 275.322 4 -0.10941947D+04 35.1112876 0.0310910 0.329 134.282 EM 268.390 5 -0.10852398D+04 8.9548897 0.0081840 0.349 139.719 EM 262.932 6 -0.10807084D+04 4.5314602 0.0041755 0.379 144.714 EM 257.907 7 -0.10782440D+04 2.4643476 0.0022803 0.419 149.144 EM 253.437 8 -0.10767492D+04 1.4947810 0.0013863 0.470 153.031 EM 249.499 9 -0.10757584D+04 0.9907922 0.0009202 0.533 156.450 EM 246.017 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 464 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.18010270D+04 0.0000000 0.0000000 113.178 30.082 EM 259.741 2 -0.15200319D+04 280.9951378 0.1560194 115.200 21.286 EM 266.514 3 -0.13515542D+04 168.4777131 0.1108383 122.120 16.058 EM 264.822 4 -0.12217043D+04 129.8498955 0.0960745 128.204 13.256 EM 261.540 5 -0.11337766D+04 87.9276488 0.0719713 132.684 11.947 EM 258.369 6 -0.10899693D+04 43.8073005 0.0386384 135.976 11.502 EM 255.522 7 -0.10774081D+04 12.5611971 0.0115244 138.851 11.515 EM 252.634 8 -0.10753543D+04 2.0538143 0.0019063 141.650 11.681 EM 249.670 9 -0.10746205D+04 0.7338536 0.0006824 144.322 11.840 EM 246.838 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 465 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.21229954D+04 0.0000000 0.0000000 121.754 6.557 EM 274.689 2 -0.17581658D+04 364.8296489 0.1718467 120.988 7.326 FS 274.687 3 -0.14579652D+04 300.2005624 0.1707465 113.939 14.393 FS 274.668 4 -0.14140813D+04 43.8838878 0.0300994 16.394 113.171 FS 273.436 5 -0.11095963D+04 304.4850354 0.2153236 27.037 112.396 EM 263.567 6 -0.10902281D+04 19.3681949 0.0174552 37.741 106.130 EM 259.129 7 -0.10807828D+04 9.4452447 0.0086635 46.899 101.407 EM 254.693 8 -0.10763400D+04 4.4428211 0.0041107 54.169 98.102 EM 250.729 9 -0.10742357D+04 2.1042947 0.0019550 59.769 95.813 EM 247.418 10 -0.10731963D+04 1.0394449 0.0009676 64.043 94.215 EM 244.741 11 -0.10726556D+04 0.5407173 0.0005038 67.303 93.086 EM 242.611 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 466 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12576814D+04 0.0000000 0.0000000 151.901 18.755 EM 232.344 2 -0.12458969D+04 11.7844685 0.0093700 156.685 4.040 FS 242.275 3 -0.11713847D+04 74.5121997 0.0598061 188.665 0.000 FS 214.335 4 -0.10882755D+04 83.1092202 0.0709496 200.778 0.000 EM 202.222 5 -0.10774857D+04 10.7898262 0.0099146 204.487 0.000 EM 198.513 6 -0.10745793D+04 2.9063715 0.0026974 206.293 0.000 EM 196.707 7 -0.10733528D+04 1.2265173 0.0011414 207.438 0.000 EM 195.562 8 -0.10727810D+04 0.5717686 0.0005327 208.259 0.000 EM 194.741 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 467 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14457704D+04 0.0000000 0.0000000 60.453 69.279 EM 273.269 2 -0.12403710D+04 205.3994249 0.1420692 66.312 63.860 FS 272.829 3 -0.11074079D+04 132.9631150 0.1071962 79.114 59.194 EM 264.692 4 -0.10921482D+04 15.2597263 0.0137797 88.280 52.802 EM 261.918 5 -0.10835254D+04 8.6227779 0.0078952 95.840 47.907 EM 259.252 6 -0.10787528D+04 4.7725518 0.0044047 101.944 44.587 EM 256.470 7 -0.10761201D+04 2.6327143 0.0024405 106.770 42.449 EM 253.782 8 -0.10746220D+04 1.4981297 0.0013922 110.568 41.128 EM 251.305 9 -0.10737264D+04 0.8956147 0.0008334 113.582 40.355 EM 249.063 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 468 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.20353942D+04 0.0000000 0.0000000 11.191 194.934 EM 196.875 2 -0.16241145D+04 411.2796944 0.2020639 401.789 0.460 FS 0.751 3 -0.13474590D+04 276.6554523 0.1703423 400.744 0.346 EM 1.910 4 -0.13156533D+04 31.8057494 0.0236042 398.216 0.297 EM 4.487 5 -0.12866100D+04 29.0432821 0.0220752 393.023 0.276 EM 9.700 6 -0.12585252D+04 28.0847607 0.0218285 383.448 0.272 EM 19.280 7 -0.12302188D+04 28.3064735 0.0224918 367.752 0.276 EM 34.972 8 -0.12007522D+04 29.4666137 0.0239523 345.557 0.287 EM 57.156 9 -0.11728243D+04 27.9278413 0.0232586 318.966 0.303 EM 83.731 10 -0.11498049D+04 23.0194452 0.0196274 291.520 0.327 EM 111.153 11 -0.11301826D+04 19.6222742 0.0170657 266.714 0.360 EM 135.926 12 -0.11140167D+04 16.1658806 0.0143038 246.555 0.401 EM 156.044 13 -0.11017441D+04 12.2725713 0.0110165 231.313 0.453 EM 171.234 14 -0.10927051D+04 9.0390785 0.0082043 220.260 0.515 EM 182.225 15 -0.10860948D+04 6.6103111 0.0060495 212.398 0.587 EM 190.015 16 -0.10813386D+04 4.7561927 0.0043792 206.853 0.670 EM 195.477 17 -0.10780170D+04 3.3215462 0.0030717 202.968 0.766 EM 199.266 18 -0.10757788D+04 2.2381724 0.0020762 200.269 0.880 EM 201.851 19 -0.10743180D+04 1.4608829 0.0013580 198.412 1.021 EM 203.567 20 -0.10733769D+04 0.9410823 0.0008760 197.133 1.207 EM 204.660 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 469 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14885513D+04 0.0000000 0.0000000 82.607 73.901 EM 246.491 2 -0.14180238D+04 70.5275670 0.0473800 96.378 39.944 FS 266.678 3 -0.13385079D+04 79.5159089 0.0560752 118.227 37.814 FS 246.960 4 -0.12423143D+04 96.1935662 0.0718663 155.742 41.127 FS 206.131 5 -0.11732623D+04 69.0519601 0.0555833 218.319 44.548 FS 140.133 6 -0.11207671D+04 52.4952024 0.0447429 264.245 48.193 FS 90.562 7 -0.10893048D+04 31.4623218 0.0280721 203.040 44.481 FS 155.479 8 -0.10734554D+04 15.8493739 0.0145500 173.082 33.413 FS 196.505 9 -0.10702565D+04 3.1989826 0.0029801 193.626 19.499 FS 189.876 10 -0.10696764D+04 0.5800101 0.0005419 200.060 14.510 FS 188.430 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 470 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12663657D+04 0.0000000 0.0000000 53.741 117.509 EM 231.749 2 -0.11360253D+04 130.3403869 0.1029248 43.771 111.298 EM 247.931 3 -0.11094350D+04 26.5902824 0.0234064 36.822 113.088 EM 253.090 4 -0.10965398D+04 12.8951941 0.0116232 32.126 116.647 EM 254.227 5 -0.10876115D+04 8.9283445 0.0081423 28.939 120.462 EM 253.599 6 -0.10816974D+04 5.9140843 0.0054377 26.865 124.118 EM 252.016 7 -0.10779834D+04 3.7140413 0.0034335 25.608 127.475 EM 249.917 8 -0.10757204D+04 2.2629360 0.0020992 24.921 130.498 EM 247.581 9 -0.10743330D+04 1.3874590 0.0012898 24.609 133.210 EM 245.181 10 -0.10734445D+04 0.8884419 0.0008270 24.531 135.651 EM 242.818 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 471 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15804422D+04 0.0000000 0.0000000 36.528 130.170 EM 236.302 2 -0.11065489D+04 473.8933542 0.2998486 36.009 112.634 EM 254.358 3 -0.10927524D+04 13.7964914 0.0124680 37.945 108.716 EM 256.340 4 -0.10850818D+04 7.6705577 0.0070195 40.348 107.559 EM 255.093 5 -0.10801236D+04 4.9582055 0.0045694 42.785 107.277 EM 252.938 6 -0.10769641D+04 3.1595259 0.0029252 45.144 107.403 EM 250.453 7 -0.10749503D+04 2.0137808 0.0018699 47.367 107.752 EM 247.880 8 -0.10736494D+04 1.3008816 0.0012102 49.417 108.233 EM 245.350 9 -0.10727904D+04 0.8589747 0.0008001 51.278 108.794 EM 242.928 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 472 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12690319D+04 0.0000000 0.0000000 295.100 102.573 EM 5.328 2 -0.11630368D+04 105.9951384 0.0835244 260.816 134.130 EM 8.054 3 -0.11255111D+04 37.5256808 0.0322653 229.848 162.345 EM 10.806 4 -0.11084257D+04 17.0854115 0.0151801 204.684 185.113 EM 13.202 5 -0.10956260D+04 12.7996191 0.0115476 184.737 203.061 EM 15.202 6 -0.10846813D+04 10.9447227 0.0099895 170.458 215.790 EM 16.752 7 -0.10807578D+04 3.9235724 0.0036173 160.013 225.064 EM 17.923 8 -0.10760105D+04 4.7472122 0.0043925 152.723 231.410 EM 18.867 9 -0.10774501D+04 -1.4395236 -0.0013378 147.765 235.601 EM 19.634 10 -0.10731168D+04 4.3332424 0.0040218 143.367 239.273 EM 20.359 11 -0.10731263D+04 -0.0095088 -0.0000089 140.009 242.061 EM 20.930 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 473 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12358395D+04 0.0000000 0.0000000 79.614 305.225 EM 18.160 2 -0.10946575D+04 141.1819108 0.1142397 76.287 306.205 EM 20.509 3 -0.10874193D+04 7.2382150 0.0066123 70.424 309.660 EM 22.916 4 -0.10838359D+04 3.5833804 0.0032953 65.692 312.231 EM 25.077 5 -0.10833085D+04 0.5274876 0.0004867 62.357 313.613 EM 27.030 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 474 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.22502927D+04 0.0000000 0.0000000 23.302 108.228 EM 271.470 2 -0.19032198D+04 347.0729229 0.1542346 24.489 108.558 FS 269.952 3 -0.16364740D+04 266.7458277 0.1401550 34.431 99.825 FS 268.744 4 -0.14232246D+04 213.2494369 0.1303103 14.477 121.876 FS 266.647 5 -0.13665770D+04 56.6475164 0.0398022 0.781 149.566 FS 252.653 6 -0.12986012D+04 67.9758081 0.0497417 0.000 200.738 FS 202.262 7 -0.12536133D+04 44.9878878 0.0346433 0.000 297.046 FS 105.954 8 -0.12130390D+04 40.5743166 0.0323659 0.000 367.637 FS 35.363 9 -0.11739574D+04 39.0816345 0.0322180 0.000 319.832 FS 83.168 10 -0.11451798D+04 28.7776279 0.0245133 0.000 262.924 FS 140.076 11 -0.11202174D+04 24.9623212 0.0217977 0.000 234.087 FS 168.913 12 -0.11007581D+04 19.4593464 0.0173710 0.000 216.154 FS 186.846 13 -0.10869781D+04 13.7799913 0.0125186 0.000 207.085 FS 195.915 14 -0.10785702D+04 8.4078825 0.0077351 0.000 204.412 FS 198.588 15 -0.10743258D+04 4.2444509 0.0039353 0.000 206.380 FS 196.620 16 -0.10726878D+04 1.6380027 0.0015247 0.000 210.368 FS 192.632 17 -0.10722721D+04 0.4156832 0.0003875 0.000 212.633 FS 190.367 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 475 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14879164D+04 0.0000000 0.0000000 0.382 150.488 EM 252.130 2 -0.14785573D+04 9.3590634 0.0062900 0.000 149.426 FS 253.574 3 -0.11128488D+04 365.7084530 0.2473414 0.000 159.233 EM 243.767 4 -0.10986245D+04 14.2243364 0.0127819 0.000 159.669 EM 243.331 5 -0.10898965D+04 8.7279897 0.0079445 0.000 158.972 EM 244.028 6 -0.10838940D+04 6.0024991 0.0055074 0.000 158.912 EM 244.088 7 -0.10799699D+04 3.9241248 0.0036204 0.000 159.630 EM 243.370 8 -0.10775132D+04 2.4566464 0.0022747 0.000 160.923 EM 242.077 9 -0.10760041D+04 1.5091800 0.0014006 0.000 162.568 EM 240.432 10 -0.10750670D+04 0.9370189 0.0008708 0.000 164.396 EM 238.604 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 476 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.21352307D+04 0.0000000 0.0000000 124.295 0.519 EM 278.187 2 -0.15541866D+04 581.0441001 0.2721224 123.857 0.206 EM 278.937 3 -0.13888659D+04 165.3207142 0.1063712 123.784 0.466 EM 278.751 4 -0.12595262D+04 129.3396861 0.0931261 123.623 1.305 EM 278.071 5 -0.11736203D+04 85.9059110 0.0682049 123.382 3.282 EM 276.336 6 -0.11248369D+04 48.7833931 0.0415666 123.361 6.453 EM 273.186 7 -0.10998888D+04 24.9481535 0.0221794 123.847 10.222 EM 268.930 8 -0.10876199D+04 12.2688849 0.0111547 124.724 14.016 EM 264.261 9 -0.10814092D+04 6.2107090 0.0057104 125.721 17.560 EM 259.719 10 -0.10780365D+04 3.3726160 0.0031187 126.662 20.773 EM 255.565 11 -0.10760538D+04 1.9827747 0.0018392 127.480 23.647 EM 251.873 12 -0.10748047D+04 1.2490625 0.0011608 128.166 26.199 EM 248.635 13 -0.10739755D+04 0.8291740 0.0007715 128.738 28.451 EM 245.811 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 477 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.20053708D+04 0.0000000 0.0000000 133.828 23.926 EM 245.247 2 -0.18886459D+04 116.7248272 0.0582061 141.981 0.373 FS 260.646 3 -0.16798343D+04 208.8116488 0.1105616 136.133 0.697 EM 266.170 4 -0.14947265D+04 185.1078130 0.1101941 135.039 1.257 EM 266.704 5 -0.13329594D+04 161.7671193 0.1082252 136.148 1.955 EM 264.897 6 -0.12065958D+04 126.3635142 0.0947992 138.288 2.663 EM 262.049 7 -0.11249622D+04 81.6336759 0.0676562 140.632 3.333 EM 259.035 8 -0.10879266D+04 37.0355304 0.0329216 143.037 3.981 EM 255.982 9 -0.10784321D+04 9.4944942 0.0087271 145.688 4.618 EM 252.694 10 -0.10765553D+04 1.8768692 0.0017404 148.435 5.234 EM 249.331 11 -0.10755946D+04 0.9606693 0.0008924 151.030 5.822 EM 246.149 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 478 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.18617168D+04 0.0000000 0.0000000 0.003 128.701 EM 274.296 2 -0.16552487D+04 206.4680244 0.1109020 0.022 128.702 FS 274.275 3 -0.16259389D+04 29.3098164 0.0177072 0.000 128.739 FS 274.261 4 -0.11377562D+04 488.1827439 0.3002467 0.000 144.187 EM 258.813 5 -0.11175022D+04 20.2540074 0.0178017 0.000 145.533 EM 257.467 6 -0.11034152D+04 14.0869999 0.0126058 0.000 145.662 EM 257.338 7 -0.10930654D+04 10.3497591 0.0093798 0.000 146.575 EM 256.424 8 -0.10860292D+04 7.0362410 0.0064372 0.000 148.305 EM 254.694 9 -0.10815372D+04 4.4919563 0.0041361 0.000 150.583 EM 252.416 10 -0.10787580D+04 2.7792230 0.0025697 0.001 153.151 EM 249.848 11 -0.10770305D+04 1.7275302 0.0016014 0.001 155.819 EM 247.180 12 -0.10759176D+04 1.1128592 0.0010333 0.004 158.463 EM 244.533 13 -0.10751507D+04 0.7669154 0.0007128 0.023 161.001 EM 241.976 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 479 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13338313D+04 0.0000000 0.0000000 81.782 69.911 EM 251.307 2 -0.12813331D+04 52.4982149 0.0393590 97.212 40.132 FS 265.657 3 -0.12162260D+04 65.1071594 0.0508120 124.224 1.624 FS 277.152 4 -0.11319274D+04 84.2985467 0.0693116 131.317 0.000 FS 271.683 5 -0.10922619D+04 39.6655200 0.0350425 144.022 0.000 FS 258.978 6 -0.10765857D+04 15.6761782 0.0143520 168.717 0.000 FS 234.283 7 -0.10727428D+04 3.8428770 0.0035695 195.498 0.000 FS 207.502 8 -0.10722417D+04 0.5011449 0.0004672 207.706 0.000 FS 195.294 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 480 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12820813D+04 0.0000000 0.0000000 13.790 147.963 EM 241.246 2 -0.11919980D+04 90.0833387 0.0702634 0.062 188.514 FS 214.424 3 -0.10928982D+04 99.0998111 0.0831376 0.143 203.910 EM 198.947 4 -0.10797054D+04 13.1927652 0.0120714 0.640 207.290 EM 195.070 5 -0.10746212D+04 5.0841897 0.0047089 1.128 206.609 EM 195.263 6 -0.10723039D+04 2.3173808 0.0021565 1.219 205.219 EM 196.562 7 -0.10710473D+04 1.2565971 0.0011719 1.275 203.896 EM 197.830 8 -0.10702779D+04 0.7693526 0.0007183 1.353 202.854 EM 198.793 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 481 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.29226185D+04 0.0000000 0.0000000 35.069 88.009 EM 279.922 2 -0.25406387D+04 381.9798802 0.1306978 36.587 86.387 FS 280.027 3 -0.21847378D+04 355.9008241 0.1400832 37.744 85.162 FS 280.094 4 -0.18576147D+04 327.1230908 0.1497311 34.793 88.188 FS 280.019 5 -0.16733615D+04 184.2532661 0.0991881 42.550 80.593 FS 279.857 6 -0.13715474D+04 301.8140198 0.1803639 1.183 123.406 FS 278.411 7 -0.12886018D+04 82.9456152 0.0604759 0.000 125.740 FS 277.260 8 -0.11933911D+04 95.2107451 0.0738869 0.000 128.901 FS 274.099 9 -0.11250956D+04 68.2954988 0.0572281 0.000 137.387 FS 265.613 10 -0.10877887D+04 37.3068674 0.0331588 0.000 156.260 FS 246.740 11 -0.10747029D+04 13.0858226 0.0120297 0.000 183.218 FS 219.782 12 -0.10724083D+04 2.2945661 0.0021351 0.000 202.444 FS 200.556 13 -0.10722148D+04 0.1935612 0.0001805 0.000 209.257 FS 193.743 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 482 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14443618D+04 0.0000000 0.0000000 117.215 9.296 EM 276.489 2 -0.14247815D+04 19.5803076 0.0135564 126.163 0.000 FS 276.837 3 -0.13311540D+04 93.6275088 0.0657136 126.995 0.000 FS 276.005 4 -0.11980673D+04 133.0867486 0.0999785 132.338 0.000 EM 270.662 5 -0.11643606D+04 33.7066731 0.0281342 132.608 0.000 EM 270.392 6 -0.11365660D+04 27.7945905 0.0238711 133.517 0.000 EM 269.483 7 -0.11145576D+04 22.0084221 0.0193640 135.377 0.000 EM 267.623 8 -0.10991566D+04 15.4009518 0.0138180 138.043 0.000 EM 264.957 9 -0.10894172D+04 9.7394214 0.0088608 141.251 0.000 EM 261.749 10 -0.10835968D+04 5.8204662 0.0053427 144.718 0.000 EM 258.282 11 -0.10801454D+04 3.4513705 0.0031851 148.219 0.000 EM 254.781 12 -0.10780347D+04 2.1106556 0.0019540 151.612 0.000 EM 251.388 13 -0.10766755D+04 1.3592085 0.0012608 154.824 0.000 EM 248.176 14 -0.10757501D+04 0.9254603 0.0008596 157.825 0.000 EM 245.175 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 483 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14791184D+04 0.0000000 0.0000000 0.159 377.940 EM 24.901 2 -0.13808772D+04 98.2411569 0.0664187 0.175 332.401 EM 70.424 3 -0.12909064D+04 89.9708356 0.0651548 0.201 261.317 EM 141.482 4 -0.12063536D+04 84.5527416 0.0654987 0.245 203.992 EM 198.763 5 -0.11640122D+04 42.3414866 0.0350987 0.333 173.213 EM 229.454 6 -0.11367464D+04 27.2657375 0.0234239 0.469 159.863 EM 242.668 7 -0.11183388D+04 18.4075889 0.0161932 0.663 153.844 EM 248.494 8 -0.11042011D+04 14.1377785 0.0126418 0.930 151.051 EM 251.018 9 -0.10935109D+04 10.6901201 0.0096813 1.353 149.982 EM 251.665 10 -0.10854462D+04 8.0647407 0.0073751 2.189 149.735 EM 251.076 11 -0.10790570D+04 6.3892040 0.0058862 3.383 149.924 EM 249.692 12 -0.10748839D+04 4.1730850 0.0038673 4.314 150.873 EM 247.813 13 -0.10725816D+04 2.3023484 0.0021420 4.953 152.431 EM 245.615 14 -0.10712030D+04 1.3785949 0.0012853 5.460 154.276 EM 243.265 15 -0.10702931D+04 0.9098502 0.0008494 5.904 156.204 EM 240.892 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 484 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14305592D+04 0.0000000 0.0000000 107.546 37.949 EM 257.505 2 -0.11840713D+04 246.4878968 0.1723018 39.641 169.196 FS 194.163 3 -0.10903652D+04 93.7061821 0.0791390 34.877 172.166 EM 195.957 4 -0.10790882D+04 11.2769280 0.0103423 31.172 174.573 EM 197.255 5 -0.10750601D+04 4.0281480 0.0037329 28.608 176.623 EM 197.769 6 -0.10741856D+04 0.8744904 0.0008134 27.386 177.927 EM 197.686 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 485 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15475640D+04 0.0000000 0.0000000 40.840 120.098 EM 242.062 2 -0.14692475D+04 78.3164942 0.0506063 10.052 124.949 FS 267.999 3 -0.12554457D+04 213.8017772 0.1455179 15.779 119.921 EM 267.300 4 -0.11597618D+04 95.6838634 0.0762151 24.715 112.009 EM 266.275 5 -0.11123473D+04 47.4144989 0.0408830 35.215 103.967 EM 263.818 6 -0.10922018D+04 20.1455117 0.0181108 45.414 97.188 EM 260.398 7 -0.10825310D+04 9.6708236 0.0088544 54.180 92.175 EM 256.645 8 -0.10776002D+04 4.9308195 0.0045549 61.237 88.704 EM 253.059 9 -0.10750882D+04 2.5120351 0.0023311 66.742 86.356 EM 249.902 10 -0.10737723D+04 1.3158918 0.0012240 70.976 84.774 EM 247.250 11 -0.10730504D+04 0.7218914 0.0006723 74.214 83.710 EM 245.076 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 486 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.20877129D+04 0.0000000 0.0000000 3.559 264.942 EM 134.499 2 -0.17982355D+04 289.4773702 0.1386577 27.530 248.842 FS 126.628 3 -0.15204368D+04 277.7987115 0.1544841 33.396 326.482 FS 43.122 4 -0.14411403D+04 79.2965688 0.0521538 8.587 394.407 FS 0.005 5 -0.10887140D+04 352.4263023 0.2445468 12.447 390.548 EM 0.005 6 -0.10775751D+04 11.1388802 0.0102312 14.977 388.018 EM 0.004 7 -0.10751750D+04 2.4001159 0.0022273 16.489 386.507 EM 0.004 8 -0.10726291D+04 2.5458636 0.0023679 17.122 385.874 EM 0.004 9 -0.10724063D+04 0.2227676 0.0002077 17.469 385.527 EM 0.004 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 487 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.23308028D+04 0.0000000 0.0000000 12.412 303.346 EM 87.242 2 -0.21231924D+04 207.6104184 0.0890725 14.951 290.188 FS 97.861 3 -0.17801340D+04 343.0583857 0.1615767 14.881 200.764 FS 187.355 4 -0.14957179D+04 284.4161217 0.1597723 4.501 154.074 FS 244.425 5 -0.11527445D+04 342.9734579 0.2293036 3.797 148.206 EM 250.998 6 -0.11308268D+04 21.9176805 0.0190135 3.959 144.283 EM 254.758 7 -0.11138191D+04 17.0077037 0.0150401 4.063 142.392 EM 256.545 8 -0.11005745D+04 13.2445411 0.0118911 4.124 142.108 EM 256.768 9 -0.10909894D+04 9.5851240 0.0087092 4.160 143.037 EM 255.803 10 -0.10845414D+04 6.4480263 0.0059103 4.196 144.793 EM 254.011 11 -0.10804351D+04 4.1062806 0.0037862 4.248 147.035 EM 251.716 12 -0.10778051D+04 2.6300219 0.0024342 4.387 149.425 EM 249.189 13 -0.10759190D+04 1.8860508 0.0017499 4.551 151.843 EM 246.606 14 -0.10745894D+04 1.3295991 0.0012358 4.710 154.293 EM 243.996 15 -0.10739664D+04 0.6230052 0.0005798 5.057 156.406 EM 241.537 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 488 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.30832312D+04 0.0000000 0.0000000 8.713 113.887 EM 280.400 2 -0.26915755D+04 391.6557543 0.1270277 8.272 114.350 FS 280.378 3 -0.23203569D+04 371.2185268 0.1379187 7.719 114.911 FS 280.371 4 -0.20051288D+04 315.2281123 0.1358533 6.910 115.789 FS 280.301 5 -0.18140400D+04 191.0888519 0.0953000 6.443 116.427 FS 280.130 6 -0.12118809D+04 602.1590202 0.3319436 1.379 123.833 EM 277.788 7 -0.11520986D+04 59.7823723 0.0493302 0.000 126.141 FS 276.859 8 -0.11090918D+04 43.0068010 0.0373291 0.000 131.058 FS 271.942 9 -0.10847589D+04 24.3328300 0.0219394 0.000 144.633 FS 258.367 10 -0.10748482D+04 9.9107244 0.0091363 0.000 171.356 FS 231.644 11 -0.10725018D+04 2.3463962 0.0021830 0.000 198.598 FS 204.402 12 -0.10722211D+04 0.2807034 0.0002617 0.000 208.671 FS 194.329 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 489 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.11968304D+04 0.0000000 0.0000000 63.029 252.855 EM 87.116 2 -0.11125450D+04 84.2854252 0.0704239 64.885 240.327 EM 97.788 3 -0.10997327D+04 12.8122924 0.0115162 69.252 226.113 EM 107.635 4 -0.10921914D+04 7.5413302 0.0068574 73.596 213.338 EM 116.066 5 -0.10863326D+04 5.8587485 0.0053642 77.333 202.621 EM 123.046 6 -0.10818603D+04 4.4723638 0.0041169 80.371 193.928 EM 128.702 7 -0.10785407D+04 3.3195947 0.0030684 82.735 187.042 EM 133.223 8 -0.10761115D+04 2.4291877 0.0022523 84.502 181.683 EM 136.815 9 -0.10743502D+04 1.7613240 0.0016367 85.766 177.566 EM 139.668 10 -0.10730820D+04 1.2681687 0.0011804 86.624 174.438 EM 141.937 11 -0.10721742D+04 0.9078535 0.0008460 87.165 172.085 EM 143.750 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 490 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19515445D+04 0.0000000 0.0000000 7.155 117.284 EM 278.561 2 -0.12171669D+04 734.3776122 0.3763058 1.303 124.275 EM 277.422 3 -0.11467845D+04 70.3824489 0.0578248 0.432 127.574 EM 274.993 4 -0.11121626D+04 34.6218939 0.0301904 0.208 131.370 EM 271.421 5 -0.10950176D+04 17.1449936 0.0154159 0.132 135.675 EM 267.193 6 -0.10863690D+04 8.6485456 0.0078981 0.104 140.097 EM 262.800 7 -0.10817347D+04 4.6343285 0.0042659 0.102 144.355 EM 258.543 8 -0.10790372D+04 2.6975087 0.0024937 0.125 148.312 EM 254.563 9 -0.10773199D+04 1.7173053 0.0015915 0.187 151.913 EM 250.900 10 -0.10761023D+04 1.2175858 0.0011302 0.320 155.128 EM 247.551 11 -0.10751194D+04 0.9829142 0.0009134 0.549 157.954 EM 244.497 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 491 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13630491D+04 0.0000000 0.0000000 115.714 13.230 EM 274.056 2 -0.12058330D+04 157.2161340 0.1153415 128.375 0.116 FS 274.509 3 -0.11675284D+04 38.3045682 0.0317661 138.134 0.000 FS 264.866 4 -0.11102481D+04 57.2802772 0.0490611 162.596 0.000 FS 240.404 5 -0.10826989D+04 27.5492064 0.0248136 203.432 0.000 FS 199.568 6 -0.10741599D+04 8.5390070 0.0078868 223.559 0.000 FS 179.441 7 -0.10725247D+04 1.6352531 0.0015224 216.260 0.000 FS 186.740 8 -0.10722421D+04 0.2825408 0.0002634 213.728 0.000 FS 189.272 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 492 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.17070814D+04 0.0000000 0.0000000 113.438 10.490 EM 279.072 2 -0.14999105D+04 207.1709045 0.1213597 107.082 17.027 FS 278.891 3 -0.14165461D+04 83.3643992 0.0555796 0.028 124.207 FS 278.765 4 -0.10996726D+04 316.8734766 0.2236944 0.000 133.692 EM 269.308 5 -0.10883018D+04 11.3707949 0.0103402 0.000 138.553 EM 264.447 6 -0.10827952D+04 5.5066740 0.0050599 0.000 143.009 EM 259.991 7 -0.10797059D+04 3.0892495 0.0028530 0.000 147.160 EM 255.840 8 -0.10778104D+04 1.8954970 0.0017556 0.000 150.970 EM 252.030 9 -0.10765597D+04 1.2506994 0.0011604 0.000 154.448 EM 248.552 10 -0.10756863D+04 0.8733905 0.0008113 0.000 157.618 EM 245.382 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 493 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14876379D+04 0.0000000 0.0000000 10.765 115.382 EM 276.852 2 -0.14108092D+04 76.8286846 0.0516447 1.789 123.435 FS 277.776 3 -0.13226335D+04 88.1756697 0.0625001 0.000 125.536 FS 277.464 4 -0.12389272D+04 83.7063307 0.0632876 0.000 129.353 FS 273.647 5 -0.11228063D+04 116.1209312 0.0937270 0.000 137.037 EM 265.963 6 -0.10960389D+04 26.7673331 0.0238397 0.000 139.926 EM 263.074 7 -0.10867880D+04 9.2509192 0.0084403 0.000 143.024 EM 259.976 8 -0.10820250D+04 4.7630460 0.0043827 0.000 146.394 EM 256.606 9 -0.10791866D+04 2.8383572 0.0026232 0.000 149.788 EM 253.212 10 -0.10774187D+04 1.7678904 0.0016382 0.000 153.066 EM 249.934 11 -0.10762572D+04 1.1615056 0.0010780 0.000 156.162 EM 246.838 12 -0.10754517D+04 0.8054786 0.0007484 0.000 159.054 EM 243.946 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 494 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13872499D+04 0.0000000 0.0000000 0.000 192.141 EM 210.859 2 -0.12594943D+04 127.7556416 0.0920927 0.000 188.097 FS 214.903 3 -0.12584422D+04 1.0520592 0.0008353 0.000 187.977 FS 215.023 4 -0.11464037D+04 112.0384491 0.0890295 0.000 166.761 EM 236.239 5 -0.11234534D+04 22.9503865 0.0200195 0.000 157.801 EM 245.199 6 -0.11081817D+04 15.2716757 0.0135935 0.000 153.907 EM 249.093 7 -0.10967230D+04 11.4586862 0.0103401 0.000 152.480 EM 250.520 8 -0.10885447D+04 8.1783225 0.0074571 0.000 152.560 EM 250.440 9 -0.10830666D+04 5.4780753 0.0050325 0.000 153.636 EM 249.364 10 -0.10795831D+04 3.4834762 0.0032163 0.000 155.345 EM 247.655 11 -0.10774262D+04 2.1569445 0.0019979 0.000 157.413 EM 245.587 12 -0.10760840D+04 1.3422209 0.0012458 0.000 159.647 EM 243.353 13 -0.10752204D+04 0.8636040 0.0008025 0.000 161.920 EM 241.080 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 495 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.13280548D+04 0.0000000 0.0000000 2.715 128.005 EM 272.280 2 -0.12546441D+04 73.4106814 0.0552768 0.615 130.512 FS 271.873 3 -0.11957033D+04 58.9407913 0.0469781 1.559 130.211 EM 271.230 4 -0.11614078D+04 34.2954800 0.0286823 3.829 128.335 EM 270.836 5 -0.11313441D+04 30.0637626 0.0258856 7.846 125.881 EM 269.273 6 -0.11082488D+04 23.0952372 0.0204140 13.052 123.314 EM 266.634 7 -0.10932369D+04 15.0119206 0.0135456 18.310 121.404 EM 263.287 8 -0.10845969D+04 8.6400097 0.0079031 22.871 120.430 EM 259.699 9 -0.10798900D+04 4.7069375 0.0043398 26.525 120.252 EM 256.222 10 -0.10773087D+04 2.5812716 0.0023903 29.355 120.611 EM 253.034 11 -0.10758215D+04 1.4871792 0.0013805 31.528 121.284 EM 250.188 12 -0.10749030D+04 0.9184606 0.0008537 33.209 122.118 EM 247.673 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 496 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.15229695D+04 0.0000000 0.0000000 69.282 295.776 EM 37.942 2 -0.12335296D+04 289.4399212 0.1900497 85.725 242.648 EM 74.628 3 -0.11478398D+04 85.6897985 0.0694672 91.552 200.663 EM 110.785 4 -0.11124534D+04 35.3863636 0.0308287 93.230 171.763 EM 138.007 5 -0.10953937D+04 17.0597131 0.0153352 93.160 153.923 EM 155.918 6 -0.10866803D+04 8.7134158 0.0079546 93.070 142.672 EM 167.258 7 -0.10817765D+04 4.9038054 0.0045126 93.204 135.425 EM 174.371 8 -0.10792841D+04 2.4924400 0.0023040 92.859 130.922 EM 179.220 9 -0.10758884D+04 3.3956133 0.0031462 92.894 126.763 EM 183.342 10 -0.10742663D+04 1.6221584 0.0015077 92.890 123.807 EM 186.303 11 -0.10721572D+04 2.1090664 0.0019633 93.389 120.808 EM 188.803 12 -0.10716124D+04 0.5448194 0.0005082 94.070 118.770 EM 190.160 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 497 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14709792D+04 0.0000000 0.0000000 119.147 38.083 EM 245.770 2 -0.13920162D+04 78.9629884 0.0536806 95.440 50.513 FS 257.046 3 -0.13063000D+04 85.7161910 0.0615770 114.312 48.327 FS 240.361 4 -0.12245697D+04 81.7302409 0.0625662 154.297 45.302 FS 203.401 5 -0.11569540D+04 67.6157916 0.0552160 179.343 37.287 FS 186.370 6 -0.11079309D+04 49.0230209 0.0423725 168.846 25.586 FS 208.568 7 -0.10814696D+04 26.4613511 0.0238836 165.259 22.300 FS 215.441 8 -0.10725953D+04 8.8742949 0.0082058 169.686 23.916 EM 209.397 9 -0.10718152D+04 0.7800927 0.0007273 171.078 24.878 EM 207.044 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 498 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.19412542D+04 0.0000000 0.0000000 388.739 0.454 EM 13.808 2 -0.16289176D+04 312.3366256 0.1608942 356.940 0.935 EM 45.125 3 -0.14159606D+04 212.9570406 0.1307353 296.350 1.544 EM 105.106 4 -0.12552721D+04 160.6884144 0.1134837 232.746 1.991 EM 168.263 5 -0.11736425D+04 81.6296411 0.0650294 190.885 2.298 EM 209.818 6 -0.11384482D+04 35.1942854 0.0299872 169.998 2.718 EM 230.284 7 -0.11182009D+04 20.2473155 0.0177850 159.942 3.440 EM 239.617 8 -0.11033016D+04 14.8992853 0.0133243 154.352 4.724 EM 243.924 9 -0.10914398D+04 11.8617910 0.0107512 150.693 6.665 EM 245.642 10 -0.10824200D+04 9.0198700 0.0082642 148.370 8.824 EM 245.807 11 -0.10765818D+04 5.8381819 0.0053936 147.411 10.583 EM 245.006 12 -0.10732362D+04 3.3456134 0.0031076 147.620 11.749 EM 243.631 13 -0.10713413D+04 1.8948909 0.0017656 148.625 12.457 EM 241.918 14 -0.10702119D+04 1.1293683 0.0010542 150.089 12.886 EM 240.025 15 -0.10694944D+04 0.7174920 0.0006704 151.785 13.156 EM 238.059 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 499 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.12057925D+04 0.0000000 0.0000000 317.480 47.925 EM 37.595 2 -0.10884366D+04 117.3559656 0.0973268 311.171 48.108 EM 43.721 3 -0.10779930D+04 10.4435314 0.0095950 305.288 49.278 EM 48.433 4 -0.10763082D+04 1.6848108 0.0015629 300.734 50.445 EM 51.821 5 -0.10764815D+04 -0.1733084 -0.0001610 296.935 51.650 EM 54.415 TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 500 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.14142131D+04 0.0000000 0.0000000 0.037 256.458 EM 146.504 2 -0.14078142D+04 6.3989092 0.0045247 0.000 255.210 FS 147.790 3 -0.11856816D+04 222.1325908 0.1577854 0.000 187.549 EM 215.451 4 -0.11340781D+04 51.6034383 0.0435222 0.000 161.577 EM 241.423 5 -0.11138048D+04 20.2732906 0.0178764 0.000 153.500 EM 249.500 6 -0.11006724D+04 13.1324530 0.0117906 0.000 151.111 EM 251.889 7 -0.10912627D+04 9.4096761 0.0085490 0.000 150.940 EM 252.060 8 -0.10848555D+04 6.4072214 0.0058714 0.000 151.953 EM 251.047 9 -0.10807329D+04 4.1226239 0.0038002 0.000 153.678 EM