................................................................................ 1********************************************** MIXPDTA CLUSPAC - MIXTURE-MODEL CLUSTERING OF CASES VARYING COVARIANCE MATRICES AUTOMATIC SETTING OF INITIAL PARAMETER ESTIMATES Copyright 1991, 1992 Stanley Louis Sclove. Developed and programmed by: Prof. Stanley L. Sclove, Ph.D. Phone (312) 996-2681 Information & Decision Sciences Dept. M/C 294 College of Business Administration University of Illinois at Chicago Box 4348, Chicago, IL 60680-4348 Program Version: 2.98 15-Feb-94 (VM/CMS) .................................................................... PROBLEM TITLE IS Input Deck: AlpDemog Data Input Data: AlpDemog Dat NUMBER OF VARIABLES . . . . . . . . . . . . 6 NUMBER OF OBSERVATIONS (SAMPLE SIZE), N . . 252 # Age FamSiz Educ Marital Occ Inc MINIMUM OF EACH VARIABLE: 18. 1. 6. 0. 0. 25. MAXIMUM OF EACH VARIABLE: 64. 9. 24. 1. 10. 220. FIRST FOUR DATA POINTS ----- ---- ---- ------ # Age FamSiz Educ Marital Occ Inc 18. 4. 10. 0. 0. 25. 21. 4. 14. 0. 0. 25. 26. 4. 14. 0. 0. 25. 27. 2. 16. 1. 0. 25. NUMBER OF CLUSTERS TO REPORT. . . . . . . . 1 TO 9 STATISTICS FOR WHOLE (UNCLUSTERED) SAMPLE: MEAN VECTOR: 33.16 3.47 13.87 0.57 4.83 149.46 COVARIANCE MATRIX: 174.295 -3.358 4.600 3.967 18.309 101.476 -3.358 3.217 -0.123 0.028 -1.009 31.798 4.600 -0.123 6.619 0.183 5.074 29.892 3.967 0.028 0.183 0.245 0.603 4.927 18.309 -1.009 5.074 0.603 21.472 57.550 101.476 31.798 29.892 4.927 57.550 3747.630 MINUS 2 LOG LIKELIHOOD = 8603.0 NUMBER OF PARAMETERS = 27 AIC = 8657.0 SCHWARZ CRITERION = 8752.3 ................................................................................ K = 2 CLUSTERS NUMBER OF PARAMETERS = 55 INITIAL MEANS MEAN VECTOR FOR CLUSTER 1: 18. 4. 10. 0. 0. 25. MEAN VECTOR FOR CLUSTER 2: 40. 9. 18. 1. 10. 220. ITERATION 1 MINUS 2 LOG LIKELIHOOD = 10608.7 AIC = 10718.7 SCHWARZ CRITERION = 10912.9 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 1.00 0.00 1.00 0.00 1.00 0.00 NUMBERS IN CLUSTERS: 160 92 ITERATION 2 MINUS 2 LOG LIKELIHOOD = 8517.7 AIC = 8627.7 SCHWARZ CRITERION = 8821.9 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 1.00 0.00 1.00 0.00 1.00 0.00 NUMBERS IN CLUSTERS: 166 86 ITERATION 3 MINUS 2 LOG LIKELIHOOD = 8500.8 AIC = 8610.8 SCHWARZ CRITERION = 8804.9 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 1.00 0.00 1.00 0.00 1.00 0.00 NUMBERS IN CLUSTERS: 172 80 ITERATION 4 MINUS 2 LOG LIKELIHOOD = 8468.4 AIC = 8578.4 SCHWARZ CRITERION = 8772.5 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 1.00 0.00 1.00 0.00 1.00 0.00 NUMBERS IN CLUSTERS: 181 71 ITERATION 5 MINUS 2 LOG LIKELIHOOD = 8383.6 AIC = 8493.6 SCHWARZ CRITERION = 8687.7 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 1.00 0.00 1.00 0.00 1.00 0.00 NUMBERS IN CLUSTERS: 183 69 ITERATION 6 MINUS 2 LOG LIKELIHOOD = 7954.7 AIC = 8064.7 SCHWARZ CRITERION = 8258.8 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 1.00 0.00 1.00 0.00 1.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 2 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 177 75 ITERATION 7 MINUS 2 LOG LIKELIHOOD = 8496.1 AIC = 8606.1 SCHWARZ CRITERION = 8800.2 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 1.00 0.00 1.00 0.00 1.00 0.00 NUMBERS IN CLUSTERS: 176 76 ITERATION 8 MINUS 2 LOG LIKELIHOOD = 8070.7 AIC = 8180.7 SCHWARZ CRITERION = 8374.8 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 1.00 0.00 1.00 0.00 1.00 0.00 NUMBERS IN CLUSTERS: 175 77 ITERATION 9 MINUS 2 LOG LIKELIHOOD = 2145.9 AIC = 2255.9 SCHWARZ CRITERION = 2450.0 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 1.00 0.00 1.00 0.00 1.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 2 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 173 79 ITERATION 10 MINUS 2 LOG LIKELIHOOD = 8488.3 AIC = 8598.3 SCHWARZ CRITERION = 8792.4 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 1.00 0.00 1.00 0.00 1.00 0.00 NUMBERS IN CLUSTERS: 175 77 ITERATION 11 MINUS 2 LOG LIKELIHOOD = 7958.1 AIC = 8068.1 SCHWARZ CRITERION = 8262.2 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 1.00 0.00 1.00 0.00 1.00 0.00 NUMBERS IN CLUSTERS: 173 79 ITERATION 12 MINUS 2 LOG LIKELIHOOD = 1601.5 AIC = 1711.5 SCHWARZ CRITERION = 1905.7 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 1.00 0.00 1.00 0.00 1.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 2 HAS BEEN SET TO POOLED PREC.MX. MIXING PROBABILITIES: 0.69 0.31 MEAN VECTOR FOR CLUSTER 1: 29.468 3.439 13.156 0.370 2.474 135.202 MEAN VECTOR FOR CLUSTER 2: 41.253 3.532 15.443 1.000 10.000 180.696 COMMON COVARIANCE MATRIX (MLE): 85.267 -2.397 -0.648 1.626 -0.535 -8.633 -2.397 1.959 -0.147 0.011 -0.796 20.838 -0.648 -0.147 3.251 -0.087 0.940 2.410 1.626 0.011 -0.087 0.110 -0.287 -0.853 -0.535 -0.796 0.940 -0.287 6.372 -11.078 -8.633 20.838 2.410 -0.853 -11.078 1970.296 CONVERGENCE: NO CASE CHANGED CLUSTERS AFTER ITERATION 12. CLUSTER 1 CLUSTER 2 ................................................................................ K = 3 CLUSTERS NUMBER OF PARAMETERS = 83 INITIAL MEANS MEAN VECTOR FOR CLUSTER 1: # Age FamSiz Educ Marital Occ Inc 18. 4. 10. 0. 0. 25. MEAN VECTOR FOR CLUSTER 2: # Age FamSiz Educ Marital Occ Inc 40. 7. 12. 1. 1. 150. MEAN VECTOR FOR CLUSTER 3: # Age FamSiz Educ Marital Occ Inc 40. 9. 18. 1. 10. 220. ITERATION 1 MINUS 2 LOG LIKELIHOOD = 11310.3 AIC = 11476.3 SCHWARZ CRITERION = 11769.2 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 1.00 0.00 0.00 1.00 0.00 0.00 0.85 0.15 0.00 NUMBERS IN CLUSTERS: 75 109 68 ITERATION 2 MINUS 2 LOG LIKELIHOOD = 8242.1 AIC = 8408.1 SCHWARZ CRITERION = 8701.0 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 1.00 0.00 0.00 1.00 0.00 0.00 0.13 0.87 0.00 NUMBERS IN CLUSTERS: 74 107 71 ITERATION 3 MINUS 2 LOG LIKELIHOOD = 5852.3 AIC = 6018.3 SCHWARZ CRITERION = 6311.3 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 1.00 0.00 0.00 1.00 0.00 0.00 0.00 1.00 0.00 NUMBERS IN CLUSTERS: 66 76 110 ITERATION 4 MINUS 2 LOG LIKELIHOOD = -2799.5 AIC = -2633.5 SCHWARZ CRITERION = -2340.5 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 1.00 0.00 0.00 1.00 0.00 0.00 0.00 1.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 1 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 75 65 112 ITERATION 5 MINUS 2 LOG LIKELIHOOD = 8280.5 AIC = 8446.5 SCHWARZ CRITERION = 8739.5 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 1.00 0.00 0.00 1.00 0.00 0.00 0.00 1.00 0.00 MIXING PROBABILITIES: 0.30 0.26 0.44 MEAN VECTOR FOR CLUSTER 1: # Age FamSiz Educ Marital Occ Inc 21.591 3.823 13.111 0.000 0.587 145.090 MEAN VECTOR FOR CLUSTER 2: 39.066 3.465 12.563 0.986 0.831 130.028 MEAN VECTOR FOR CLUSTER 3: 37.500 3.232 15.143 0.705 10.000 163.661 COMMON COVARIANCE MATRIX (MLE): # Age FamSiz Educ Marital Occ Inc 42.857 -0.475 0.867 0.505 -0.046 34.431 -0.475 1.101 0.034 0.044 -0.009 11.922 0.867 0.034 1.813 0.048 -0.044 6.049 0.505 0.044 0.048 0.042 0.000 2.392 -0.046 -0.009 -0.044 0.000 0.031 -0.216 34.431 11.922 6.049 2.392 -0.216 1271.780 CONVERGENCE: NO CASE CHANGED CLUSTERS AFTER ITERATION 5. ................................................................................ K = 4 CLUSTERS NUMBER OF PARAMETERS = 111 INITIAL MEANS # Age FamSiz Educ Marital Occ Inc MEAN VECTOR FOR CLUSTER 1: 18. 4. 10. 0. 0. 25. MEAN VECTOR FOR CLUSTER 2: 41. 4. 16. 1. 10. 110. MEAN VECTOR FOR CLUSTER 3: 42. 3. 16. 1. 10. 190. MEAN VECTOR FOR CLUSTER 4: 40. 9. 18. 1. 10. 220. ITERATION 1 MINUS 2 LOG LIKELIHOOD = 15701.7 AIC = 15923.7 SCHWARZ CRITERION = 16315.5 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 NUMBERS IN CLUSTERS: 140 42 67 3 ITERATION 2 MINUS 2 LOG LIKELIHOOD = 511.3 AIC = 733.3 SCHWARZ CRITERION = 1125.0 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 NUMBERS IN CLUSTERS: 140 40 69 3 ITERATION 3 MINUS 2 LOG LIKELIHOOD = 423.2 AIC = 645.2 SCHWARZ CRITERION = 1037.0 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0AFB207I VFNTH : PROGRAM INTERRUPT - FLOATING-POINT OVERFLOW EXCEPTION VFNTH : PSW FFE4000C4081A29A, REGISTER CONTAINS 172CA5D941E500000000000000000000 VFNTH : LAST EXECUTED FORTRAN STATEMENT IN PROGRAM MAIN# (OFFSET 7FA29A). 0TRACEBACK OF CALLING ROUTINES; MODULE ENTRY ADDRESS = 020000. ----------------------------------------------------------------------------- MAIN# (020000) CALLED BY OPERATING SYSTEM. ----------------------------------------------------------------------------- 0STANDARD CORRECTIVE ACTION TAKEN. EXECUTION CONTINUING. MIXING PROBABILITIES: 0.56 0.16 0.27 0.01 # Age FamSiz Educ Marital Occ Inc MEAN VECTOR FOR CLUSTER 1: 29.693 3.657 12.857 0.457 0.700 138.107 MEAN VECTOR FOR CLUSTER 2: 34.286 2.596 14.565 0.481 10.000 94.746 MEAN VECTOR FOR CLUSTER 3: 39.610 3.362 15.484 0.843 10.000 205.586 MEAN VECTOR FOR CLUSTER 4: 33.667 9.000 15.333 0.667 10.000 156.667 COMMON COVARIANCE MATRIX (MLE): 65.913 -1.479 -0.849 1.483 0.212 -8.013 -1.479 1.238 0.019 -0.011 -0.019 12.752 -0.849 0.019 2.227 -0.016 -0.097 1.958 1.483 -0.011 -0.016 0.093 0.018 -0.891 0.212 -0.019 -0.097 0.018 0.065 -0.627 -8.013 12.752 1.958 -0.891 -0.627 1162.987 CONVERGENCE: NO CASE CHANGED CLUSTERS AFTER ITERATION 3. ................................................................................ K = 5 CLUSTERS NUMBER OF PARAMETERS = 139 INITIAL MEANS # Age FamSiz Educ Marital Occ Inc MEAN VECTOR FOR CLUSTER 1: 18. 4. 10. 0. 0. 25. MEAN VECTOR FOR CLUSTER 2: 58. 1. 6. 0. 1. 110. MEAN VECTOR FOR CLUSTER 3: 40. 7. 12. 1. 1. 150. MEAN VECTOR FOR CLUSTER 4: 60. 2. 14. 1. 0. 220. MEAN VECTOR FOR CLUSTER 5: 40. 9. 18. 1. 10. 220. ITERATION 1 MINUS 2 LOG LIKELIHOOD = 13807.4 AIC = 14085.4 SCHWARZ CRITERION = 14576.0 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 NUMBERS IN CLUSTERS: 40 9 75 16 112 ITERATION 2 MINUS 2 LOG LIKELIHOOD = -546.9 AIC = -268.9 SCHWARZ CRITERION = 221.7 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 2 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 46 14 67 13 112 ITERATION 3 MINUS 2 LOG LIKELIHOOD = -523.0 AIC = -245.0 SCHWARZ CRITERION = 245.6 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 NUMBERS IN CLUSTERS: 49 12 65 14 112 ITERATION 4 MINUS 2 LOG LIKELIHOOD = -3774.5 AIC = -3496.5 SCHWARZ CRITERION = -3005.9 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 2 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 32 87 11 10 112 ITERATION 5 MINUS 2 LOG LIKELIHOOD = -1395.5 AIC = -1117.5 SCHWARZ CRITERION = -626.9 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 1 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 2 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 4 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 29 82 16 13 112 ITERATION 6 MINUS 2 LOG LIKELIHOOD = -9668.6 AIC = -9390.6 SCHWARZ CRITERION = -8900.0 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.51 0.00 0.00 0.49 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 1 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 2 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 4 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 31 77 21 11 112 ITERATION 7 MINUS 2 LOG LIKELIHOOD = -9720.3 AIC = -9442.3 SCHWARZ CRITERION = -8951.7 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 1 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 2 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 4 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 32 75 23 10 112 ITERATION 8 MINUS 2 LOG LIKELIHOOD = -9734.2 AIC = -9456.2 SCHWARZ CRITERION = -8965.6 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 1 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 2 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 4 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 31 72 26 11 112 ITERATION 9 MINUS 2 LOG LIKELIHOOD = -9726.3 AIC = -9448.3 SCHWARZ CRITERION = -8957.7 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 1 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 2 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 4 HAS BEEN SET TO POOLED PREC.MX. MIXING PROBABILITIES: 0.12 0.29 0.10 0.04 0.44 MEAN VECTOR FOR CLUSTER 1: 20.097 4.452 13.935 0.000 0.000 156.292 MEAN VECTOR FOR CLUSTER 2: 33.511 2.941 12.419 0.708 1.000 119.100 MEAN VECTOR FOR CLUSTER 3: 22.871 5.306 12.378 0.081 1.000 179.482 MEAN VECTOR FOR CLUSTER 4: 47.999 2.182 13.818 1.000 0.000 112.725 MEAN VECTOR FOR CLUSTER 5: 37.500 3.232 15.143 0.705 10.000 163.661 COMMON COVARIANCE MATRIX (MLE): 41.905 0.398 0.705 0.716 0.000 46.274 0.398 0.824 0.011 0.082 0.000 7.654 0.705 0.011 1.535 0.042 0.000 6.296 0.716 0.082 0.042 0.059 0.000 3.133 0.000 0.000 0.000 0.000 0.000 0.000 46.274 7.654 6.296 3.133 0.000 1025.375 CONVERGENCE: NO CASE CHANGED CLUSTERS AFTER ITERATION 9. CLUSTER 1 CLUSTER 2 CLUSTER 3 CLUSTER 4 CLUSTER 5 ................................................................................ K = 6 CLUSTERS NUMBER OF PARAMETERS = 167 INITIAL MEANS MEAN VECTOR FOR CLUSTER 1: 18. 4. 10. 0. 0. 25. MEAN VECTOR FOR CLUSTER 2: 28. 2. 12. 1. 10. 85. MEAN VECTOR FOR CLUSTER 3: 25. 4. 16. 1. 1. 125. MEAN VECTOR FOR CLUSTER 4: 21. 2. 14. 1. 10. 170. MEAN VECTOR FOR CLUSTER 5: 54. 4. 10. 1. 1. 220. MEAN VECTOR FOR CLUSTER 6: 40. 9. 18. 1. 10. 220. ITERATION 1 MINUS 2 LOG LIKELIHOOD = -5809.7 AIC = -5475.7 SCHWARZ CRITERION = -4886.3 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 1 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 5 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 42 27 75 74 23 11 ITERATION 2 MINUS 2 LOG LIKELIHOOD = -6744.2 AIC = -6410.2 SCHWARZ CRITERION = -5820.8 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 1 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 5 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 42 27 75 71 23 14 ITERATION 3 MINUS 2 LOG LIKELIHOOD = -7078.1 AIC = -6744.1 SCHWARZ CRITERION = -6154.6 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 1 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 5 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 42 28 71 62 27 22 ITERATION 4 MINUS 2 LOG LIKELIHOOD = -6677.6 AIC = -6343.6 SCHWARZ CRITERION = -5754.2 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 1 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 5 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 42 28 71 59 27 25 ITERATION 5 MINUS 2 LOG LIKELIHOOD = -6820.6 AIC = -6486.6 SCHWARZ CRITERION = -5897.2 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 1 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 5 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 42 28 68 59 30 25 ITERATION 6 MINUS 2 LOG LIKELIHOOD = -6707.8 AIC = -6373.8 SCHWARZ CRITERION = -5784.4 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 1 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 5 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 42 28 67 54 31 30 ITERATION 7 MINUS 2 LOG LIKELIHOOD = -6717.1 AIC = -6383.1 SCHWARZ CRITERION = -5793.7 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 1 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 5 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 6 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 42 27 67 40 31 45 ITERATION 8 MINUS 2 LOG LIKELIHOOD = -6148.5 AIC = -5814.5 SCHWARZ CRITERION = -5225.1 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 1 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 5 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 42 28 66 61 32 23 ITERATION 9 MINUS 2 LOG LIKELIHOOD = -7349.2 AIC = -7015.2 SCHWARZ CRITERION = -6425.8 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 1 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 5 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 6 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 42 28 66 28 32 56 ITERATION 10 MINUS 2 LOG LIKELIHOOD = -6251.5 AIC = -5917.5 SCHWARZ CRITERION = -5328.0 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 1 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 5 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 42 26 66 63 32 23 ITERATION 11 MINUS 2 LOG LIKELIHOOD = -7468.1 AIC = -7134.1 SCHWARZ CRITERION = -6544.7 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 1 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 5 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 6 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 42 25 66 21 32 66 ITERATION 12 MINUS 2 LOG LIKELIHOOD = -5822.0 AIC = -5488.0 SCHWARZ CRITERION = -4898.6 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 1 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 5 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 42 27 63 33 35 52 ITERATION 13 MINUS 2 LOG LIKELIHOOD = -7981.5 AIC = -7647.5 SCHWARZ CRITERION = -7058.1 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 1 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 5 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 6 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 42 25 62 13 36 74 ITERATION 14 MINUS 2 LOG LIKELIHOOD = -5995.2 AIC = -5661.2 SCHWARZ CRITERION = -5071.8 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 1 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 5 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 42 26 51 16 47 70 ITERATION 15 MINUS 2 LOG LIKELIHOOD = -10296.2 AIC = -9962.2 SCHWARZ CRITERION = -9372.8 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 1 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 4 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 5 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 6 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 42 0 45 33 53 79 ITERATION 16 MINUS 2 LOG LIKELIHOOD = -5914.2 AIC = -5580.2 SCHWARZ CRITERION = -4990.8 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 1 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 2 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 5 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 6 HAS BEEN SET TO POOLED PREC.MX. NUMBERS IN CLUSTERS: 42 2 45 33 53 77 ITERATION 17 MINUS 2 LOG LIKELIHOOD = -10436.1 AIC = -10102.1 SCHWARZ CRITERION = -9512.7 POSTERIOR PROB OF GROUP MEMBERSHIP FOR 1ST 4 CASES: 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 1 HAS BEEN SET TO POOLED PREC.MX. 0AFB207I VFNTH : PROGRAM INTERRUPT - FLOATING-POINT OVERFLOW EXCEPTION VFNTH : PSW FFE4000C4081A29A, REGISTER CONTAINS 1077D9C7D31A80000000000000000000 VFNTH : LAST EXECUTED FORTRAN STATEMENT IN PROGRAM MAIN# (OFFSET 7FA29A). 0TRACEBACK OF CALLING ROUTINES; MODULE ENTRY ADDRESS = 020000. ----------------------------------------------------------------------------- MAIN# (020000) CALLED BY OPERATING SYSTEM. ----------------------------------------------------------------------------- 0STANDARD CORRECTIVE ACTION TAKEN. EXECUTION CONTINUING. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 3 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 4 HAS BEEN SET TO POOLED PREC.MX. JFLG = 1. IF JFLG=0, COMPUTATION OF DET WENT WELL; OTHERWISE, THERE WAS TROUBLE OR MATRIX WAS ILL-CONDITIONED. DET = 0.00000E+00 IDET = 0 ACTUAL DET. = DET*10**IDET PREC.MX. OF CLUSTER 5 HAS BEEN SET TO POOLED PREC.MX. 0AFB207I VFNTH : PROGRAM INTERRUPT - FLOATING-POINT OVERFLOW EXCEPTION VFNTH : PSW FFE4000C4081A29A, REGISTER CONTAINS 02565C902E5D40000000000000000000 VFNTH : LAST EXECUTED FORTRAN STATEMENT IN PROGRAM MAIN# (OFFSET 7FA29A). 0TRACEBACK OF CALLING ROUTINES; MODULE ENTRY ADDRESS = 020000. ----------------------------------------------------------------------------- MAIN# (020000) CALLED BY OPERATING SYSTEM. ----------------------------------------------------------------------------- 0STANDARD CORRECTIVE ACTION TAKEN. EXECUTION CONTINUING. NUMBERS IN CLUSTERS: 42 3 45 33 53 76 ITERATION 18 -0.2727721E+58 0.9176293E-77 0AFB262I LEXP : ARG = 0.13638605661905480D+58, GREATER THAN 174.673 LEXP : LAST EXECUTED FORTRAN STATEMENT IN PROGRAM MAIN# AT ISN 269 (OFFSET 7F63A6). 0TRACEBACK OF CALLING ROUTINES; MODULE ENTRY ADDRESS = 020000. ----------------------------------------------------------------------------- D#EXP (81AA7C) CALLED BY MAIN# (020000) AT ISN 269 AT OFFSET 7F63A6. ----------------------------------------------------------------------------- MAIN# (020000) CALLED BY OPERATING SYSTEM. ----------------------------------------------------------------------------- 0STANDARD CORRECTIVE ACTION TAKEN. EXECUTION CONTINUING. -0.2727721E+58 0.9176293E-77 0AFB262I LEXP : ARG = 0.13638605661905480D+58, GREATER THAN 174.673 LEXP : LAST EXECUTED FORTRAN STATEMENT IN PROGRAM MAIN# AT ISN 269 (OFFSET 7F63A6). 0TRACEBACK OF CALLING ROUTINES; MODULE ENTRY ADDRESS = 020000. ----------------------------------------------------------------------------- D#EXP (81AA7C) CALLED BY MAIN# (020000) AT ISN 269 AT OFFSET 7F63A6. ----------------------------------------------------------------------------- MAIN# (020000) CALLED BY OPERATING SYSTEM. ----------------------------------------------------------------------------- 0STANDARD CORRECTIVE ACTION TAKEN. EXECUTION CONTINUING. -0.2727721E+58 0.9176293E-77 0AFB262I LEXP : ARG = 0.13638605661905480D+58, GREATER THAN 174.673 LEXP : LAST EXECUTED FORTRAN STATEMENT IN PROGRAM MAIN# AT ISN 269 (OFFSET 7F63A6). 0TRACEBACK OF CALLING ROUTINES; MODULE ENTRY ADDRESS = 020000. ----------------------------------------------------------------------------- D#EXP (81AA7C) CALLED BY MAIN# (020000) AT ISN 269 AT OFFSET 7F63A6. ----------------------------------------------------------------------------- MAIN# (020000) CALLED BY OPERATING SYSTEM. ----------------------------------------------------------------------------- 0STANDARD CORRECTIVE ACTION TAKEN. EXECUTION CONTINUING. -0.2432360E+58 0.9176293E-77 0AFB262I LEXP : ARG = 0.12161800456438288D+58, GREATER THAN 174.673 LEXP : LAST EXECUTED FORTRAN STATEMENT IN PROGRAM MAIN# AT ISN 269 (OFFSET 7F63A6). 0TRACEBACK OF CALLING ROUTINES; MODULE ENTRY ADDRESS = 020000. ----------------------------------------------------------------------------- D#EXP (81AA7C) CALLED BY MAIN# (020000) AT ISN 269 AT OFFSET 7F63A6. ----------------------------------------------------------------------------- MAIN# (020000) CALLED BY OPERATING SYSTEM. ----------------------------------------------------------------------------- 0STANDARD CORRECTIVE ACTION TAKEN. EXECUTION CONTINUING. -0.2432360E+58 0.9176293E-77 0AFB262I LEXP : ARG = 0.12161800456438288D+58, GREATER THAN 174.673 LEXP : LAST EXECUTED FORTRAN STATEMENT IN PROGRAM MAIN# AT ISN 269 (OFFSET 7F63A6). 0TRACEBACK OF CALLING ROUTINES; MODULE ENTRY ADDRESS = 020000. ----------------------------------------------------------------------------- D#EXP (81AA7C) CALLED BY MAIN# (020000) AT ISN 269 AT OFFSET 7F63A6. ----------------------------------------------------------------------------- MAIN# (020000) CALLED BY OPERATING SYSTEM. ----------------------------------------------------------------------------- 0STANDARD CORRECTIVE ACTION TAKEN. EXECUTION CONTINUING. -0.2432360E+58 0.9176293E-77 -0.2432360E+58 0.9176293E-77 -0.2727721E+58 0.9176293E-77 -0.2432360E+58 0.9176293E-77 -0.2432360E+58 0.9176293E-77 0AFB900I VEMG2 : EXECUTION TERMINATING DUE TO ERROR COUNT FOR ERROR NUMBER 262 0 MESSAGE SUMMARY: MESSAGE NUMBER - COUNT 0 207 3 0 262 10