Mplus VERSION 6.1 MUTHEN & MUTHEN 10/18/2010 12:25 PM INPUT INSTRUCTIONS Title: Data: File = StarD Ratings 1-23-09.dat; Variable: Names = ID DATE_0 CSOIN_0 CMNIN_0 CEMIN_0 CHYSM_0 CMDSD_0 CAPDC_0 CAPIN_0 CWTDC_0 CWTIN_0 CCNTR_0 CVWSF_0 CSUIC_0 CINTR_0 CENGY_0 CSLOW_0 CAGIT_0 y0 DATE_2 CSOIN_2 CMNIN_2 CEMIN_2 CHYSM_2 CMDSD_2 CAPDC_2 CAPIN_2 CWTDC_2 CWTIN_2 CCNTR_2 CVWSF_2 CSUIC_2 CINTR_2 CENGY_2 CSLOW_2 CAGIT_2 y1 DATE_4 CSOIN_4 CMNIN_4 CEMIN_4 CHYSM_4 CMDSD_4 CAPDC_4 CAPIN_4 CWTDC_4 CWTIN_4 CCNTR_4 CVWSF_4 CSUIC_4 CINTR_4 CENGY_4 CSLOW_4 CAGIT_4 y2 DATE_6 SOIN_6 CMNIN_6 CEMIN_6 CHYSM_6 CMDSD_6 CAPDC_6 CAPIN_6 CWTDC_6 CWTIN_6 CCNTR_6 CVWSF_6 CSUIC_6 CINTR_6 CENGY_6 CSLOW_6 CAGIT_6 y3 DATE_9 CSOIN_9 CMNIN_9 CEMIN_9 CHYSM_9 CMDSD_9 CAPDC_9 CAPIN_9 CWTDC_9 CWTIN_9 CCNTR_9 CVWSF_9 CSUIC_9 CINTR_9 CENGY_9 CSLOW_9 CAGIT_9 y4 DATE_12 CSOIN_12 CMNIN_12 CEMIN_12 CHYSM_12 CMDSD_12 CAPDC_12 CAPIN_12 CWTDC_12 CWTIN_12 CCNTR_12 CVWSF_12 CSUIC_12 CINTR_12 CENGY_12 CSLOW_12 CAGIT_12 y5 DATE_14 CSOIN_14 CMNIN_14 CEMIN_14 CHYSM_14 CMDSD_14 CAPDC_14 CAPIN_14 CWTDC_14 CWTIN_14 CCNTR_14 CVWSF_14 CSUIC_14 CINTR_14 CENGY_14 CSLOW_14 CAGIT_14 y6 !Self-Ratings. SSOIN_0 SMNIN_0 SEMIN_0 SHYSM_0 SMDSD_0 SAPDC_0 SAPIN_0 SWTDC_0 SWTIN_0 SCNTR_0 SVWSF_0 SSUIC_0 SINTR_0 SENGY_0 SSLOW_0 SAGIT_0 QSTOT_0 SSOIN_2 SMNIN_2 SEMIN_2 SHYSM_2 SMDSD_2 SAPDC_2 SAPIN_2 SWTDC_2 SWTIN_2 SCNTR_2 SVWSF_2 SSUIC_2 SINTR_2 SENGY_2 SSLOW_2 SAGIT_2 QSTOT_2 SSOIN_4 SMNIN_4 SEMIN_4 SHYSM_4 SMDSD_4 SAPDC_4 SAPIN_4 SWTDC_4 SWTIN_4 SCNTR_4 SVWSF_4 SSUIC_4 SINTR_4 SENGY_4 SSLOW_4 SAGIT_4 QSTOT_4 SSOIN_6 SMNIN_6 SEMIN_6 SHYSM_6 SMDSD_6 SAPDC_6 SAPIN_6 SWTDC_6 SWTIN_6 SCNTR_6 SVWSF_6 SSUIC_6 SINTR_6 SENGY_6 SSLOW_6 SAGIT_6 QSTOT_6 SSOIN_9 SMNIN_9 SEMIN_9 SHYSM_9 SMDSD_9 SAPDC_9 SAPIN_9 SWTDC_9 SWTIN_9 SCNTR_9 SVWSF_9 SSUIC_9 SINTR_9 SENGY_9 SSLOW_9 SAGIT_9 QSTOT_9 SSOIN_12 SMNIN_12 SEMIN_12 SHYSM_12 SMDSD_12 SAPDC_12 SAPIN_12 SWTDC_12 SWTIN_12 SCNTR_12 SVWSF_12 SSUIC_12 SINTR_12 SENGY_12 SSLOW_12 SAGIT_12 QSTOT_12 SSOIN_14 SMNIN_14 SEMIN_14 SHYSM_14 SMDSD_14 SAPDC_14 SAPIN_14 SWTDC_14 SWTIN_14 SCNTR_14 SVWSF_14 SSUIC_14 SINTR_14 SENGY_14 SSLOW_14 SAGIT_14 QSTOT_14; Missing = all (-9999); usev = y0 y1 y2 y3 y4 y5 d1-d5; categorical = d1-d5; classes = c(4); idvariable = id; Data missing: type = sdropout; names = y0 y1 y2 y3 y4 y5; binary = d1-d5; Analysis: type = mixture; starts = 0; process = 4; algo = int; integration = montecarlo(1000); Model: %overall% i s q | y0@0 y1@.2 y2@.4 y3@.6 y4@.9 y5@1.2; [ c#1*-1.071 ]; [ c#2*0.860 ]; [ c#3*0.486 ]; d1 on y0 y1 ; d2 on y1 y2 ; d3 on y2 y3 ; d4 on y3 y4 ; d5 on y4 y5 ; %C#1% i BY y0@1; i BY y1@1; i BY y2@1; i BY y3@1; i BY y4@1; i BY y5@1; s BY y0@0; s BY y1@0.200; s BY y2@0.400; s BY y3@0.600; s BY y4@0.900; s BY y5@1.200; q BY y0@0; q BY y1@0.040; q BY y2@0.160; q BY y3@0.360; q BY y4@0.810; q BY y5@1.440; d1 ON y0*-2.563; d1 ON y1*1.637; d2 ON y1*0.039; d2 ON y2*-0.613; d3 ON y2*2104.982; d3 ON y3@-15785.222; d4 ON y3*-0.079; d4 ON y4*0.167; d5 ON y4*-0.131; d5 ON y5*-0.039; s WITH i*-3.926 (15); q WITH i*-0.814 (17); q WITH s*-42.832 (18); [ y0@0 ]; [ y1@0 ]; [ y2@0 ]; [ y3@0 ]; [ y4@0 ]; [ y5@0 ]; [ i*17.444 ]; [ s*-41.416 ]; [ q*32.563 ]; [ d1$1*-8.497 ] (p1); [ d2$1*-1.631 ] (p2); [ d3$1*2.389 ] (p3); [ d4$1*3.083 ] (p4); [ d5$1*-2.626 ] (p5); y0*4.138 (20); y1*10.535 (21); y2*7.622 (22); y3*7.264 (23); y4*8.231 (24); y5*3.996 (25); i*5.553 (14); s*59.990 (16); q*34.276 (19); %C#2% i BY y0@1; i BY y1@1; i BY y2@1; i BY y3@1; i BY y4@1; i BY y5@1; s BY y0@0; s BY y1@0.200; s BY y2@0.400; s BY y3@0.600; s BY y4@0.900; s BY y5@1.200; q BY y0@0; q BY y1@0.040; q BY y2@0.160; q BY y3@0.360; q BY y4@0.810; q BY y5@1.440; d1 ON y0*-0.417; d1 ON y1*0.549; d2 ON y1*0.519; d2 ON y2*-0.592; d3 ON y2*-2.980; d3 ON y3@-9525.516; d4 ON y3*-5.217; d4 ON y4@-13486.483; d5 ON y4*-0.711; d5 ON y5*1.262; s WITH i*-3.926 (15); q WITH i*-0.814 (17); q WITH s*-42.832 (18); [ y0@0 ]; [ y1@0 ]; [ y2@0 ]; [ y3@0 ]; [ y4@0 ]; [ y5@0 ]; [ i*15.188 ]; [ s*-22.383 ]; [ q*11.300 ]; [ d1$1*3.262 ] (p11); [ d2$1*4.393 ] (p12); [ d3$1*5.066 ] (p13); [ d4$1*5.216 ] (p14); [ d5$1*4.336 ] (p15); y0*4.138 (20); y1*10.535 (21); y2*7.622 (22); y3*7.264 (23); y4*8.231 (24); y5*3.996 (25); i*5.553 (14); s*59.990 (16); q*34.276 (19); %C#3% i BY y0@1; i BY y1@1; i BY y2@1; i BY y3@1; i BY y4@1; i BY y5@1; s BY y0@0; s BY y1@0.200; s BY y2@0.400; s BY y3@0.600; s BY y4@0.900; s BY y5@1.200; q BY y0@0; q BY y1@0.040; q BY y2@0.160; q BY y3@0.360; q BY y4@0.810; q BY y5@1.440; d1 ON y0*-0.413; d1 ON y1*0.602; d2 ON y1*0.616; d2 ON y2*-6.286; d3 ON y2*0.308; d3 ON y3*-0.554; d4 ON y3*0.169; d4 ON y4*-0.169; d5 ON y4*0.075; d5 ON y5*0.403; s WITH i*-3.926 (15); q WITH i*-0.814 (17); q WITH s*-42.832 (18); [ y0@0 ]; [ y1@0 ]; [ y2@0 ]; [ y3@0 ]; [ y4@0 ]; [ y5@0 ]; [ i*16.050 ]; [ s*-13.420 ]; [ q*7.252 ]; [ d1$1*5.225 ] (p21); [ d2$1*2.362 ] (p22); [ d3$1*0.943 ] (p23); [ d4$1*1.523 ] (p24); [ d5$1*5.353 ] (p25); y0*4.138 (20); y1*10.535 (21); y2*7.622 (22); y3*7.264 (23); y4*8.231 (24); y5*3.996 (25); i*5.553 (14); s*59.990 (16); q*34.276 (19); %C#4% i BY y0@1; i BY y1@1; i BY y2@1; i BY y3@1; i BY y4@1; i BY y5@1; s BY y0@0; s BY y1@0.200; s BY y2@0.400; s BY y3@0.600; s BY y4@0.900; s BY y5@1.200; q BY y0@0; q BY y1@0.040; q BY y2@0.160; q BY y3@0.360; q BY y4@0.810; q BY y5@1.440; d1 ON y0*-0.263; d1 ON y1*0.571; d2 ON y1*0.662; d2 ON y2*-0.654; d3 ON y2*0.079; d3 ON y3*-0.015; d4 ON y3*0.178; d4 ON y4*-0.189; d5 ON y4*0.282; d5 ON y5*-0.214; s WITH i*-3.926 (15); q WITH i*-0.814 (17); q WITH s*-42.832 (18); [ y0@0 ]; [ y1@0 ]; [ y2@0 ]; [ y3@0 ]; [ y4@0 ]; [ y5@0 ]; [ i*19.168 ]; [ s*-8.529 ]; [ q*4.610 ]; [ d1$1*7.508 ] (p31); [ d2$1*4.748 ] (p32); [ d3$1*2.724 ] (p33); [ d4$1*1.064 ] (p34); [ d5$1*1.058 ] (p35); y0*4.138 (20); y1*10.535 (21); y2*7.622 (22); y3*7.264 (23); y4*8.231 (24); y5*3.996 (25); i*5.553 (14); s*59.990 (16); q*34.276 (19); Model constraint: new(g1*41.444 g12*-35.574 g2*6.8 g22*-5.725 g3*-17.923 g32*18.051 g4*-15.635 g42*9.185); p2 = p1+g1*.2+g12*.04; p3 = p1+g1*.4+g12*.16; p4 = p1+g1*.7+g12*.49; p5 = p1+g1*1.0+g12*1; p12 = p11+g2*.2+g22*.04; p13 = p11+g2*.4+g22*.16; p14 = p11+g2*.7+g22*.49; p15 = p11+g2*1.0+g22*1; p22 = p21+g3*.2+g32*.04; p23 = p21+g3*.4+g32*.16; p24 = p21+g3*.7+g32*.49; p25 = p21+g3*1.0+g32*1; p32 = p31+g4*.2+g42*.04; p33 = p31+g4*.4+g42*.16; p34 = p31+g4*.7+g42*.49; p35 = p31+g4*1.0+g42*1; Plot: type = plot3; series = y0-y5(s); Output: tech1 sampstat residual tech7; INPUT READING TERMINATED NORMALLY SUMMARY OF ANALYSIS Number of groups 1 Number of observations 4041 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 Continuous Y0 Y1 Y2 Y3 Y4 Y5 Binary and ordered categorical (ordinal) D1 D2 D3 D4 D5 Continuous latent variables I S Q Categorical latent variables C Variables with special functions ID variable ID 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 Maximum number of iterations for H1 2000 Convergence criterion for H1 0.100D-03 Optimization algorithm EMA Integration Specifications Type MONTECARLO Number of integration points 1000 Dimensions of numerical integration 6 Adaptive quadrature ON Monte Carlo integration seed 0 Link LOGIT Cholesky OFF Input data file(s) StarD Ratings 1-23-09.dat Input data format FREE SUMMARY OF DATA Number of missing data patterns 34 Number of y missing data patterns 34 Number of u missing data patterns 5 COVARIANCE COVERAGE OF DATA Minimum covariance coverage value 0.100 PROPORTION OF DATA PRESENT Covariance Coverage D1 D2 D3 D4 D5 ________ ________ ________ ________ ________ D1 1.000 D2 0.896 0.896 D3 0.822 0.822 0.822 D4 0.748 0.748 0.748 0.748 D5 0.628 0.628 0.628 0.628 0.628 Y0 1.000 0.896 0.822 0.747 0.627 Y1 0.790 0.790 0.716 0.658 0.555 Y2 0.694 0.694 0.694 0.619 0.533 Y3 0.677 0.677 0.677 0.677 0.557 Y4 0.571 0.571 0.571 0.571 0.571 Y5 0.385 0.385 0.385 0.385 0.385 Covariance Coverage Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 1.000 Y1 0.790 0.790 Y2 0.693 0.607 0.694 Y3 0.677 0.603 0.564 0.677 Y4 0.571 0.508 0.490 0.511 0.571 Y5 0.385 0.349 0.333 0.343 0.328 Covariance Coverage Y5 ________ Y5 0.385 PROPORTION OF DATA PRESENT FOR U Covariance Coverage D1 D2 D3 D4 D5 ________ ________ ________ ________ ________ D1 1.000 D2 0.896 0.896 D3 0.822 0.822 0.822 D4 0.748 0.748 0.748 0.748 D5 0.628 0.628 0.628 0.628 0.628 PROPORTION OF DATA PRESENT FOR Y Covariance Coverage Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 1.000 Y1 0.790 0.790 Y2 0.693 0.607 0.694 Y3 0.677 0.603 0.564 0.677 Y4 0.571 0.508 0.490 0.511 0.571 Y5 0.385 0.349 0.333 0.343 0.328 Covariance Coverage Y5 ________ Y5 0.385 UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES D1 Category 1 0.896 3621.000 Category 2 0.104 420.000 D2 Category 1 0.917 3322.000 Category 2 0.083 299.000 D3 Category 1 0.909 3021.000 Category 2 0.091 301.000 D4 Category 1 0.840 2537.000 Category 2 0.160 484.000 D5 Category 1 0.613 1554.000 Category 2 0.387 983.000 SAMPLE STATISTICS ESTIMATED SAMPLE STATISTICS Means Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 16.405 12.241 10.731 9.478 8.610 Means Y5 ________ 1 7.709 Covariances Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 11.660 Y1 8.123 20.452 Y2 7.373 15.157 24.102 Y3 6.406 13.488 17.718 25.210 Y4 5.943 12.762 16.378 18.888 26.947 Y5 5.648 12.615 15.576 17.805 21.022 Covariances Y5 ________ Y5 28.531 Correlations Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 1.000 Y1 0.526 1.000 Y2 0.440 0.683 1.000 Y3 0.374 0.594 0.719 1.000 Y4 0.335 0.544 0.643 0.725 1.000 Y5 0.310 0.522 0.594 0.664 0.758 Correlations Y5 ________ Y5 1.000 MAXIMUM LOG-LIKELIHOOD VALUE FOR THE UNRESTRICTED (H1) MODEL IS -44757.802 ONE OR MORE PARAMETERS WERE FIXED TO AVOID SINGULARITY OF THE INFORMATION MATRIX. THE SINGULARITY IS MOST LIKELY BECAUSE THE MODEL IS NOT IDENTIFIED, OR BECAUSE OF EMPTY CELLS IN THE JOINT DISTRIBUTION OF THE CATEGORICAL VARIABLES IN THE MODEL. THE FOLLOWING PARAMETERS WERE FIXED: 42 THE MODEL ESTIMATION TERMINATED NORMALLY MODEL FIT INFORMATION Number of Free Parameters 76 Loglikelihood H0 Value -50669.847 H0 Scaling Correction Factor 0.992 for MLR Information Criteria Akaike (AIC) 101491.693 Bayesian (BIC) 101970.816 Sample-Size Adjusted BIC 101729.322 (n* = (n + 2) / 24) FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES BASED ON THE ESTIMATED MODEL Latent Classes 1 233.79219 0.05786 2 1834.76582 0.45404 3 1245.54147 0.30823 4 726.90052 0.17988 FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASS PATTERNS BASED ON ESTIMATED POSTERIOR PROBABILITIES Latent Classes 1 233.68141 0.05783 2 1835.11463 0.45412 3 1245.63660 0.30825 4 726.56735 0.17980 CLASSIFICATION QUALITY Entropy 0.613 CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP Class Counts and Proportions Latent Classes 1 146 0.03613 2 2038 0.50433 3 1145 0.28335 4 712 0.17619 Average Latent Class Probabilities for Most Likely Latent Class Membership (Row) by Latent Class (Column) 1 2 3 4 1 0.677 0.195 0.096 0.032 2 0.047 0.806 0.123 0.024 3 0.026 0.110 0.739 0.125 4 0.013 0.054 0.190 0.743 MODEL RESULTS Two-Tailed Estimate S.E. Est./S.E. P-Value Latent Class 1 I | Y0 1.000 0.000 999.000 999.000 Y1 1.000 0.000 999.000 999.000 Y2 1.000 0.000 999.000 999.000 Y3 1.000 0.000 999.000 999.000 Y4 1.000 0.000 999.000 999.000 Y5 1.000 0.000 999.000 999.000 S | Y0 0.000 0.000 999.000 999.000 Y1 0.200 0.000 999.000 999.000 Y2 0.400 0.000 999.000 999.000 Y3 0.600 0.000 999.000 999.000 Y4 0.900 0.000 999.000 999.000 Y5 1.200 0.000 999.000 999.000 Q | Y0 0.000 0.000 999.000 999.000 Y1 0.040 0.000 999.000 999.000 Y2 0.160 0.000 999.000 999.000 Y3 0.360 0.000 999.000 999.000 Y4 0.810 0.000 999.000 999.000 Y5 1.440 0.000 999.000 999.000 D1 ON Y0 -2.119 1.250 -1.695 0.090 Y1 1.290 0.923 1.398 0.162 D2 ON Y1 0.073 0.100 0.727 0.467 Y2 -0.606 0.255 -2.373 0.018 D3 ON Y2 2110.547 0.220 9588.879 0.000 Y3 ********* 0.000 999.000 999.000 D4 ON Y3 -0.113 0.191 -0.591 0.555 Y4 0.145 0.093 1.569 0.117 D5 ON Y4 -0.130 0.104 -1.245 0.213 Y5 -0.055 0.114 -0.480 0.631 S WITH I -3.601 1.776 -2.028 0.043 Q WITH I -1.089 1.255 -0.868 0.386 S -44.522 5.063 -8.793 0.000 Means I 17.750 0.667 26.602 0.000 S -42.501 2.000 -21.248 0.000 Q 33.225 2.251 14.763 0.000 Intercepts Y0 0.000 0.000 999.000 999.000 Y1 0.000 0.000 999.000 999.000 Y2 0.000 0.000 999.000 999.000 Y3 0.000 0.000 999.000 999.000 Y4 0.000 0.000 999.000 999.000 Y5 0.000 0.000 999.000 999.000 Thresholds D1$1 -7.919 3.036 -2.608 0.009 D2$1 -1.178 1.086 -1.085 0.278 D3$1 2.701 1.301 2.076 0.038 D4$1 3.152 1.369 2.303 0.021 D5$1 -2.835 1.862 -1.523 0.128 Variances I 5.562 0.515 10.794 0.000 S 62.628 7.230 8.663 0.000 Q 35.457 3.844 9.224 0.000 Residual Variances Y0 4.083 0.383 10.659 0.000 Y1 10.680 0.387 27.590 0.000 Y2 7.826 0.417 18.747 0.000 Y3 7.219 0.446 16.198 0.000 Y4 8.150 0.546 14.928 0.000 Y5 3.857 0.844 4.568 0.000 Latent Class 2 I | Y0 1.000 0.000 999.000 999.000 Y1 1.000 0.000 999.000 999.000 Y2 1.000 0.000 999.000 999.000 Y3 1.000 0.000 999.000 999.000 Y4 1.000 0.000 999.000 999.000 Y5 1.000 0.000 999.000 999.000 S | Y0 0.000 0.000 999.000 999.000 Y1 0.200 0.000 999.000 999.000 Y2 0.400 0.000 999.000 999.000 Y3 0.600 0.000 999.000 999.000 Y4 0.900 0.000 999.000 999.000 Y5 1.200 0.000 999.000 999.000 Q | Y0 0.000 0.000 999.000 999.000 Y1 0.040 0.000 999.000 999.000 Y2 0.160 0.000 999.000 999.000 Y3 0.360 0.000 999.000 999.000 Y4 0.810 0.000 999.000 999.000 Y5 1.440 0.000 999.000 999.000 D1 ON Y0 -0.430 0.138 -3.108 0.002 Y1 0.578 0.131 4.417 0.000 D2 ON Y1 0.544 0.080 6.810 0.000 Y2 -0.677 0.116 -5.834 0.000 D3 ON Y2 -0.881 0.373 -2.366 0.018 Y3 -9525.516 0.000 999.000 999.000 D4 ON Y3 -1.774 1.562 -1.136 0.256 Y4 ********* 0.000 999.000 999.000 D5 ON Y4 -0.719 0.118 -6.083 0.000 Y5 1.261 0.164 7.704 0.000 S WITH I -3.601 1.776 -2.028 0.043 Q WITH I -1.089 1.255 -0.868 0.386 S -44.522 5.063 -8.793 0.000 Means I 15.187 0.128 118.320 0.000 S -22.321 0.695 -32.116 0.000 Q 11.257 0.586 19.223 0.000 Intercepts Y0 0.000 0.000 999.000 999.000 Y1 0.000 0.000 999.000 999.000 Y2 0.000 0.000 999.000 999.000 Y3 0.000 0.000 999.000 999.000 Y4 0.000 0.000 999.000 999.000 Y5 0.000 0.000 999.000 999.000 Thresholds D1$1 3.440 0.791 4.351 0.000 D2$1 4.276 0.722 5.920 0.000 D3$1 4.776 1.098 4.350 0.000 D4$1 4.898 1.041 4.705 0.000 D5$1 4.265 0.681 6.266 0.000 Variances I 5.562 0.515 10.794 0.000 S 62.628 7.230 8.663 0.000 Q 35.457 3.844 9.224 0.000 Residual Variances Y0 4.083 0.383 10.659 0.000 Y1 10.680 0.387 27.590 0.000 Y2 7.826 0.417 18.747 0.000 Y3 7.219 0.446 16.198 0.000 Y4 8.150 0.546 14.928 0.000 Y5 3.857 0.844 4.568 0.000 Latent Class 3 I | Y0 1.000 0.000 999.000 999.000 Y1 1.000 0.000 999.000 999.000 Y2 1.000 0.000 999.000 999.000 Y3 1.000 0.000 999.000 999.000 Y4 1.000 0.000 999.000 999.000 Y5 1.000 0.000 999.000 999.000 S | Y0 0.000 0.000 999.000 999.000 Y1 0.200 0.000 999.000 999.000 Y2 0.400 0.000 999.000 999.000 Y3 0.600 0.000 999.000 999.000 Y4 0.900 0.000 999.000 999.000 Y5 1.200 0.000 999.000 999.000 Q | Y0 0.000 0.000 999.000 999.000 Y1 0.040 0.000 999.000 999.000 Y2 0.160 0.000 999.000 999.000 Y3 0.360 0.000 999.000 999.000 Y4 0.810 0.000 999.000 999.000 Y5 1.440 0.000 999.000 999.000 D1 ON Y0 -0.379 0.272 -1.393 0.164 Y1 0.616 0.180 3.421 0.001 D2 ON Y1 234.465 0.093 2516.073 0.000 Y2 -2351.359 0.000 999.000 999.000 D3 ON Y2 0.343 0.115 2.995 0.003 Y3 -0.570 0.209 -2.724 0.006 D4 ON Y3 0.190 0.076 2.510 0.012 Y4 -0.203 0.154 -1.324 0.185 D5 ON Y4 0.080 0.062 1.297 0.195 Y5 0.361 0.124 2.912 0.004 S WITH I -3.601 1.776 -2.028 0.043 Q WITH I -1.089 1.255 -0.868 0.386 S -44.522 5.063 -8.793 0.000 Means I 16.103 0.219 73.666 0.000 S -13.525 0.799 -16.926 0.000 Q 7.330 0.704 10.413 0.000 Intercepts Y0 0.000 0.000 999.000 999.000 Y1 0.000 0.000 999.000 999.000 Y2 0.000 0.000 999.000 999.000 Y3 0.000 0.000 999.000 999.000 Y4 0.000 0.000 999.000 999.000 Y5 0.000 0.000 999.000 999.000 Thresholds D1$1 5.993 1.533 3.909 0.000 D2$1 2.875 0.865 3.324 0.001 D3$1 1.214 0.615 1.973 0.049 D4$1 1.451 0.648 2.239 0.025 D5$1 4.964 1.249 3.974 0.000 Variances I 5.562 0.515 10.794 0.000 S 62.628 7.230 8.663 0.000 Q 35.457 3.844 9.224 0.000 Residual Variances Y0 4.083 0.383 10.659 0.000 Y1 10.680 0.387 27.590 0.000 Y2 7.826 0.417 18.747 0.000 Y3 7.219 0.446 16.198 0.000 Y4 8.150 0.546 14.928 0.000 Y5 3.857 0.844 4.568 0.000 Latent Class 4 I | Y0 1.000 0.000 999.000 999.000 Y1 1.000 0.000 999.000 999.000 Y2 1.000 0.000 999.000 999.000 Y3 1.000 0.000 999.000 999.000 Y4 1.000 0.000 999.000 999.000 Y5 1.000 0.000 999.000 999.000 S | Y0 0.000 0.000 999.000 999.000 Y1 0.200 0.000 999.000 999.000 Y2 0.400 0.000 999.000 999.000 Y3 0.600 0.000 999.000 999.000 Y4 0.900 0.000 999.000 999.000 Y5 1.200 0.000 999.000 999.000 Q | Y0 0.000 0.000 999.000 999.000 Y1 0.040 0.000 999.000 999.000 Y2 0.160 0.000 999.000 999.000 Y3 0.360 0.000 999.000 999.000 Y4 0.810 0.000 999.000 999.000 Y5 1.440 0.000 999.000 999.000 D1 ON Y0 -0.290 0.140 -2.065 0.039 Y1 0.662 0.181 3.653 0.000 D2 ON Y1 0.773 0.184 4.204 0.000 Y2 -0.759 0.210 -3.612 0.000 D3 ON Y2 0.066 0.065 1.025 0.305 Y3 0.000 0.076 0.001 0.999 D4 ON Y3 0.157 0.078 2.015 0.044 Y4 -0.170 0.110 -1.544 0.123 D5 ON Y4 0.257 0.092 2.811 0.005 Y5 -0.153 0.169 -0.902 0.367 S WITH I -3.601 1.776 -2.028 0.043 Q WITH I -1.089 1.255 -0.868 0.386 S -44.522 5.063 -8.793 0.000 Means I 19.236 0.208 92.507 0.000 S -8.804 1.055 -8.348 0.000 Q 4.950 1.125 4.400 0.000 Intercepts Y0 0.000 0.000 999.000 999.000 Y1 0.000 0.000 999.000 999.000 Y2 0.000 0.000 999.000 999.000 Y3 0.000 0.000 999.000 999.000 Y4 0.000 0.000 999.000 999.000 Y5 0.000 0.000 999.000 999.000 Thresholds D1$1 9.104 2.710 3.359 0.001 D2$1 5.376 1.656 3.246 0.001 D3$1 2.764 1.266 2.183 0.029 D4$1 0.937 1.023 0.916 0.360 D5$1 1.621 1.735 0.934 0.350 Variances I 5.562 0.515 10.794 0.000 S 62.628 7.230 8.663 0.000 Q 35.457 3.844 9.224 0.000 Residual Variances Y0 4.083 0.383 10.659 0.000 Y1 10.680 0.387 27.590 0.000 Y2 7.826 0.417 18.747 0.000 Y3 7.219 0.446 16.198 0.000 Y4 8.150 0.546 14.928 0.000 Y5 3.857 0.844 4.568 0.000 Categorical Latent Variables Means C#1 -1.134 0.227 -5.002 0.000 C#2 0.926 0.144 6.410 0.000 C#3 0.539 0.179 3.011 0.003 New/Additional Parameters G1 40.859 14.800 2.761 0.006 G12 -35.775 13.156 -2.719 0.007 G2 5.017 5.940 0.845 0.398 G22 -4.192 5.576 -0.752 0.452 G3 -19.227 5.129 -3.749 0.000 G32 18.198 4.360 4.174 0.000 G4 -21.428 8.875 -2.414 0.016 G42 13.945 7.660 1.820 0.069 LOGISTIC REGRESSION ODDS RATIO RESULTS Latent Class 1 D1 ON Y0 0.120 Y1 3.634 D2 ON Y1 1.076 Y2 0.546 D3 ON Y2 ********* Y3 0.000 D4 ON Y3 0.894 Y4 1.156 D5 ON Y4 0.878 Y5 0.947 Latent Class 2 D1 ON Y0 0.650 Y1 1.783 D2 ON Y1 1.723 Y2 0.508 D3 ON Y2 0.414 Y3 0.000 D4 ON Y3 0.170 Y4 0.000 D5 ON Y4 0.487 Y5 3.528 Latent Class 3 D1 ON Y0 0.684 Y1 1.852 D2 ON Y1 ********* Y2 0.000 D3 ON Y2 1.409 Y3 0.565 D4 ON Y3 1.209 Y4 0.816 D5 ON Y4 1.083 Y5 1.435 Latent Class 4 D1 ON Y0 0.749 Y1 1.938 D2 ON Y1 2.166 Y2 0.468 D3 ON Y2 1.068 Y3 1.000 D4 ON Y3 1.170 Y4 0.843 D5 ON Y4 1.294 Y5 0.859 QUALITY OF NUMERICAL RESULTS Condition Number for the Information Matrix 0.130E-06 (ratio of smallest to largest eigenvalue) RESIDUAL OUTPUT ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) FOR CLASS 1 Model Estimated Means Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 17.750 10.579 6.065 4.210 6.411 Model Estimated Means Y5 ________ 1 14.592 Residuals for Means Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 0.023 -0.183 1.329 1.753 0.443 Residuals for Means Y5 ________ 1 0.993 Model Estimated Covariances Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 9.645 Y1 4.798 16.563 Y2 3.947 6.283 15.387 Y3 3.009 5.997 7.782 15.583 Y4 1.439 4.281 6.129 6.982 14.546 Y5 -0.328 1.022 2.096 2.893 3.570 Model Estimated Covariances Y5 ________ Y5 7.481 Residuals for Covariances Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 -0.167 Y1 1.125 3.773 Y2 1.448 4.852 -4.020 Y3 2.550 3.584 -2.015 -5.842 Y4 1.760 4.206 0.706 -2.867 -0.756 Y5 14.846 37.517 17.261 14.465 18.318 Residuals for Covariances Y5 ________ Y5 3.340 ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) FOR CLASS 2 Model Estimated Means Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 15.187 11.174 8.060 5.848 4.217 Model Estimated Means Y5 ________ 1 4.612 Residuals for Means Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 0.105 -0.885 -0.005 0.586 0.918 Residuals for Means Y5 ________ 1 -0.828 Model Estimated Covariances Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 9.645 Y1 4.798 16.563 Y2 3.947 6.283 15.387 Y3 3.009 5.997 7.782 15.583 Y4 1.439 4.281 6.129 6.982 14.546 Y5 -0.328 1.022 2.096 2.893 3.570 Model Estimated Covariances Y5 ________ Y5 7.481 Residuals for Covariances Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 0.315 Y1 1.602 -1.259 Y2 0.066 -0.761 -0.394 Y3 -0.011 -2.665 -1.157 -3.240 Y4 0.132 -1.629 -0.630 -1.358 -4.576 Y5 1.541 0.608 1.937 1.206 1.721 Residuals for Covariances Y5 ________ Y5 -2.521 ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) FOR CLASS 3 Model Estimated Means Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 16.103 13.692 11.867 10.628 9.869 Model Estimated Means Y5 ________ 1 10.430 Residuals for Means Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 0.036 -0.755 -0.176 0.428 0.463 Residuals for Means Y5 ________ 1 -1.002 Model Estimated Covariances Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 9.645 Y1 4.798 16.563 Y2 3.947 6.283 15.387 Y3 3.009 5.997 7.782 15.583 Y4 1.439 4.281 6.129 6.982 14.546 Y5 -0.328 1.022 2.096 2.893 3.570 Model Estimated Covariances Y5 ________ Y5 7.481 Residuals for Covariances Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 -0.021 Y1 -0.240 -3.283 Y2 -0.164 -1.177 -1.612 Y3 -0.488 -1.521 -2.788 -2.038 Y4 0.459 -1.920 -2.847 -5.054 -1.359 Y5 2.742 -0.063 -4.439 -9.582 -9.588 Residuals for Covariances Y5 ________ Y5 -1.033 ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) FOR CLASS 4 Model Estimated Means Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 19.236 17.673 16.507 15.736 15.322 Model Estimated Means Y5 ________ 1 15.800 Residuals for Means Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 -0.008 -0.870 -0.020 -0.244 0.292 Residuals for Means Y5 ________ 1 0.123 Model Estimated Covariances Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 9.645 Y1 4.798 16.563 Y2 3.947 6.283 15.387 Y3 3.009 5.997 7.782 15.583 Y4 1.439 4.281 6.129 6.982 14.546 Y5 -0.328 1.022 2.096 2.893 3.570 Model Estimated Covariances Y5 ________ Y5 7.481 Residuals for Covariances Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 -1.314 Y1 -2.323 -3.379 Y2 -1.419 -4.899 -1.523 Y3 -3.030 -5.107 -4.836 0.354 Y4 -1.427 -2.655 -4.965 -7.726 0.331 Y5 -8.050 -15.573 -15.972 -18.613 -29.084 Residuals for Covariances Y5 ________ Y5 0.770 RESIDUALS ARE NOT AVAILABLE. TECHNICAL 1 OUTPUT PARAMETER SPECIFICATION FOR LATENT CLASS 1 NU D1 D2 D3 D4 D5 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU Y5 ________ 1 0 LAMBDA I S Q D1 D2 ________ ________ ________ ________ ________ D1 0 0 0 0 0 D2 0 0 0 0 0 D3 0 0 0 0 0 D4 0 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 LAMBDA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ D1 0 0 0 0 0 D2 0 0 0 0 0 D3 0 0 0 0 0 D4 0 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 LAMBDA Y2 Y3 Y4 Y5 ________ ________ ________ ________ D1 0 0 0 0 D2 0 0 0 0 D3 0 0 0 0 D4 0 0 0 0 D5 0 0 0 0 Y0 0 0 0 0 Y1 0 0 0 0 Y2 0 0 0 0 Y3 0 0 0 0 Y4 0 0 0 0 Y5 0 0 0 0 THETA D1 D2 D3 D4 D5 ________ ________ ________ ________ ________ D1 0 D2 0 0 D3 0 0 0 D4 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 THETA Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 0 Y1 0 0 Y2 0 0 0 Y3 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 THETA Y5 ________ Y5 0 ALPHA I S Q D1 D2 ________ ________ ________ ________ ________ 1 1 2 3 0 0 ALPHA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ 1 0 0 0 0 0 ALPHA Y2 Y3 Y4 Y5 ________ ________ ________ ________ 1 0 0 0 0 BETA I S Q D1 D2 ________ ________ ________ ________ ________ I 0 0 0 0 0 S 0 0 0 0 0 Q 0 0 0 0 0 D1 0 0 0 0 0 D2 0 0 0 0 0 D3 0 0 0 0 0 D4 0 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 BETA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ I 0 0 0 0 0 S 0 0 0 0 0 Q 0 0 0 0 0 D1 0 0 0 4 5 D2 0 0 0 0 6 D3 0 0 0 0 0 D4 0 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 BETA Y2 Y3 Y4 Y5 ________ ________ ________ ________ I 0 0 0 0 S 0 0 0 0 Q 0 0 0 0 D1 0 0 0 0 D2 7 0 0 0 D3 8 0 0 0 D4 0 9 10 0 D5 0 0 11 12 Y0 0 0 0 0 Y1 0 0 0 0 Y2 0 0 0 0 Y3 0 0 0 0 Y4 0 0 0 0 Y5 0 0 0 0 PSI I S Q D1 D2 ________ ________ ________ ________ ________ I 13 S 14 15 Q 16 17 18 D1 0 0 0 0 D2 0 0 0 0 0 D3 0 0 0 0 0 D4 0 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 PSI D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ D3 0 D4 0 0 D5 0 0 0 Y0 0 0 0 19 Y1 0 0 0 0 20 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 PSI Y2 Y3 Y4 Y5 ________ ________ ________ ________ Y2 21 Y3 0 22 Y4 0 0 23 Y5 0 0 0 24 PARAMETER SPECIFICATION FOR LATENT CLASS 2 NU D1 D2 D3 D4 D5 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU Y5 ________ 1 0 LAMBDA I S Q D1 D2 ________ ________ ________ ________ ________ D1 0 0 0 0 0 D2 0 0 0 0 0 D3 0 0 0 0 0 D4 0 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 LAMBDA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ D1 0 0 0 0 0 D2 0 0 0 0 0 D3 0 0 0 0 0 D4 0 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 LAMBDA Y2 Y3 Y4 Y5 ________ ________ ________ ________ D1 0 0 0 0 D2 0 0 0 0 D3 0 0 0 0 D4 0 0 0 0 D5 0 0 0 0 Y0 0 0 0 0 Y1 0 0 0 0 Y2 0 0 0 0 Y3 0 0 0 0 Y4 0 0 0 0 Y5 0 0 0 0 THETA D1 D2 D3 D4 D5 ________ ________ ________ ________ ________ D1 0 D2 0 0 D3 0 0 0 D4 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 THETA Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 0 Y1 0 0 Y2 0 0 0 Y3 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 THETA Y5 ________ Y5 0 ALPHA I S Q D1 D2 ________ ________ ________ ________ ________ 1 25 26 27 0 0 ALPHA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ 1 0 0 0 0 0 ALPHA Y2 Y3 Y4 Y5 ________ ________ ________ ________ 1 0 0 0 0 BETA I S Q D1 D2 ________ ________ ________ ________ ________ I 0 0 0 0 0 S 0 0 0 0 0 Q 0 0 0 0 0 D1 0 0 0 0 0 D2 0 0 0 0 0 D3 0 0 0 0 0 D4 0 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 BETA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ I 0 0 0 0 0 S 0 0 0 0 0 Q 0 0 0 0 0 D1 0 0 0 28 29 D2 0 0 0 0 30 D3 0 0 0 0 0 D4 0 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 BETA Y2 Y3 Y4 Y5 ________ ________ ________ ________ I 0 0 0 0 S 0 0 0 0 Q 0 0 0 0 D1 0 0 0 0 D2 31 0 0 0 D3 32 0 0 0 D4 0 33 0 0 D5 0 0 34 35 Y0 0 0 0 0 Y1 0 0 0 0 Y2 0 0 0 0 Y3 0 0 0 0 Y4 0 0 0 0 Y5 0 0 0 0 PSI I S Q D1 D2 ________ ________ ________ ________ ________ I 13 S 14 15 Q 16 17 18 D1 0 0 0 0 D2 0 0 0 0 0 D3 0 0 0 0 0 D4 0 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 PSI D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ D3 0 D4 0 0 D5 0 0 0 Y0 0 0 0 19 Y1 0 0 0 0 20 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 PSI Y2 Y3 Y4 Y5 ________ ________ ________ ________ Y2 21 Y3 0 22 Y4 0 0 23 Y5 0 0 0 24 PARAMETER SPECIFICATION FOR LATENT CLASS 3 NU D1 D2 D3 D4 D5 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU Y5 ________ 1 0 LAMBDA I S Q D1 D2 ________ ________ ________ ________ ________ D1 0 0 0 0 0 D2 0 0 0 0 0 D3 0 0 0 0 0 D4 0 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 LAMBDA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ D1 0 0 0 0 0 D2 0 0 0 0 0 D3 0 0 0 0 0 D4 0 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 LAMBDA Y2 Y3 Y4 Y5 ________ ________ ________ ________ D1 0 0 0 0 D2 0 0 0 0 D3 0 0 0 0 D4 0 0 0 0 D5 0 0 0 0 Y0 0 0 0 0 Y1 0 0 0 0 Y2 0 0 0 0 Y3 0 0 0 0 Y4 0 0 0 0 Y5 0 0 0 0 THETA D1 D2 D3 D4 D5 ________ ________ ________ ________ ________ D1 0 D2 0 0 D3 0 0 0 D4 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 THETA Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 0 Y1 0 0 Y2 0 0 0 Y3 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 THETA Y5 ________ Y5 0 ALPHA I S Q D1 D2 ________ ________ ________ ________ ________ 1 36 37 38 0 0 ALPHA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ 1 0 0 0 0 0 ALPHA Y2 Y3 Y4 Y5 ________ ________ ________ ________ 1 0 0 0 0 BETA I S Q D1 D2 ________ ________ ________ ________ ________ I 0 0 0 0 0 S 0 0 0 0 0 Q 0 0 0 0 0 D1 0 0 0 0 0 D2 0 0 0 0 0 D3 0 0 0 0 0 D4 0 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 BETA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ I 0 0 0 0 0 S 0 0 0 0 0 Q 0 0 0 0 0 D1 0 0 0 39 40 D2 0 0 0 0 41 D3 0 0 0 0 0 D4 0 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 BETA Y2 Y3 Y4 Y5 ________ ________ ________ ________ I 0 0 0 0 S 0 0 0 0 Q 0 0 0 0 D1 0 0 0 0 D2 42 0 0 0 D3 43 44 0 0 D4 0 45 46 0 D5 0 0 47 48 Y0 0 0 0 0 Y1 0 0 0 0 Y2 0 0 0 0 Y3 0 0 0 0 Y4 0 0 0 0 Y5 0 0 0 0 PSI I S Q D1 D2 ________ ________ ________ ________ ________ I 13 S 14 15 Q 16 17 18 D1 0 0 0 0 D2 0 0 0 0 0 D3 0 0 0 0 0 D4 0 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 PSI D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ D3 0 D4 0 0 D5 0 0 0 Y0 0 0 0 19 Y1 0 0 0 0 20 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 PSI Y2 Y3 Y4 Y5 ________ ________ ________ ________ Y2 21 Y3 0 22 Y4 0 0 23 Y5 0 0 0 24 PARAMETER SPECIFICATION FOR LATENT CLASS 4 NU D1 D2 D3 D4 D5 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU Y5 ________ 1 0 LAMBDA I S Q D1 D2 ________ ________ ________ ________ ________ D1 0 0 0 0 0 D2 0 0 0 0 0 D3 0 0 0 0 0 D4 0 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 LAMBDA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ D1 0 0 0 0 0 D2 0 0 0 0 0 D3 0 0 0 0 0 D4 0 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 LAMBDA Y2 Y3 Y4 Y5 ________ ________ ________ ________ D1 0 0 0 0 D2 0 0 0 0 D3 0 0 0 0 D4 0 0 0 0 D5 0 0 0 0 Y0 0 0 0 0 Y1 0 0 0 0 Y2 0 0 0 0 Y3 0 0 0 0 Y4 0 0 0 0 Y5 0 0 0 0 THETA D1 D2 D3 D4 D5 ________ ________ ________ ________ ________ D1 0 D2 0 0 D3 0 0 0 D4 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 THETA Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 0 Y1 0 0 Y2 0 0 0 Y3 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 THETA Y5 ________ Y5 0 ALPHA I S Q D1 D2 ________ ________ ________ ________ ________ 1 49 50 51 0 0 ALPHA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ 1 0 0 0 0 0 ALPHA Y2 Y3 Y4 Y5 ________ ________ ________ ________ 1 0 0 0 0 BETA I S Q D1 D2 ________ ________ ________ ________ ________ I 0 0 0 0 0 S 0 0 0 0 0 Q 0 0 0 0 0 D1 0 0 0 0 0 D2 0 0 0 0 0 D3 0 0 0 0 0 D4 0 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 BETA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ I 0 0 0 0 0 S 0 0 0 0 0 Q 0 0 0 0 0 D1 0 0 0 52 53 D2 0 0 0 0 54 D3 0 0 0 0 0 D4 0 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 BETA Y2 Y3 Y4 Y5 ________ ________ ________ ________ I 0 0 0 0 S 0 0 0 0 Q 0 0 0 0 D1 0 0 0 0 D2 55 0 0 0 D3 56 57 0 0 D4 0 58 59 0 D5 0 0 60 61 Y0 0 0 0 0 Y1 0 0 0 0 Y2 0 0 0 0 Y3 0 0 0 0 Y4 0 0 0 0 Y5 0 0 0 0 PSI I S Q D1 D2 ________ ________ ________ ________ ________ I 13 S 14 15 Q 16 17 18 D1 0 0 0 0 D2 0 0 0 0 0 D3 0 0 0 0 0 D4 0 0 0 0 0 D5 0 0 0 0 0 Y0 0 0 0 0 0 Y1 0 0 0 0 0 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 PSI D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ D3 0 D4 0 0 D5 0 0 0 Y0 0 0 0 19 Y1 0 0 0 0 20 Y2 0 0 0 0 0 Y3 0 0 0 0 0 Y4 0 0 0 0 0 Y5 0 0 0 0 0 PSI Y2 Y3 Y4 Y5 ________ ________ ________ ________ Y2 21 Y3 0 22 Y4 0 0 23 Y5 0 0 0 24 PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART TAU(U) FOR LATENT CLASS 1 D1$1 D2$1 D3$1 D4$1 D5$1 ________ ________ ________ ________ ________ 1 62 63 64 65 66 TAU(U) FOR LATENT CLASS 2 D1$1 D2$1 D3$1 D4$1 D5$1 ________ ________ ________ ________ ________ 1 67 68 69 70 71 TAU(U) FOR LATENT CLASS 3 D1$1 D2$1 D3$1 D4$1 D5$1 ________ ________ ________ ________ ________ 1 72 73 74 75 76 TAU(U) FOR LATENT CLASS 4 D1$1 D2$1 D3$1 D4$1 D5$1 ________ ________ ________ ________ ________ 1 77 78 79 80 81 PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART ALPHA(C) C#1 C#2 C#3 C#4 ________ ________ ________ ________ 1 82 83 84 0 GAMMA(C) I S Q D1 D2 ________ ________ ________ ________ ________ C#1 0 0 0 0 0 C#2 0 0 0 0 0 C#3 0 0 0 0 0 C#4 0 0 0 0 0 GAMMA(C) D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ C#1 0 0 0 0 0 C#2 0 0 0 0 0 C#3 0 0 0 0 0 C#4 0 0 0 0 0 GAMMA(C) Y2 Y3 Y4 Y5 ________ ________ ________ ________ C#1 0 0 0 0 C#2 0 0 0 0 C#3 0 0 0 0 C#4 0 0 0 0 PARAMETER SPECIFICATION FOR THE ADDITIONAL PARAMETERS NEW/ADDITIONAL PARAMETERS G1 G12 G2 G22 G3 ________ ________ ________ ________ ________ 1 85 86 87 88 89 NEW/ADDITIONAL PARAMETERS G32 G4 G42 ________ ________ ________ 1 90 91 92 STARTING VALUES FOR LATENT CLASS 1 NU D1 D2 D3 D4 D5 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU Y5 ________ 1 0.000 LAMBDA I S Q D1 D2 ________ ________ ________ ________ ________ D1 0.000 0.000 0.000 1.000 0.000 D2 0.000 0.000 0.000 0.000 1.000 D3 0.000 0.000 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 0.000 Y0 0.000 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 0.000 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 LAMBDA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ D1 0.000 0.000 0.000 0.000 0.000 D2 0.000 0.000 0.000 0.000 0.000 D3 1.000 0.000 0.000 0.000 0.000 D4 0.000 1.000 0.000 0.000 0.000 D5 0.000 0.000 1.000 0.000 0.000 Y0 0.000 0.000 0.000 1.000 0.000 Y1 0.000 0.000 0.000 0.000 1.000 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 LAMBDA Y2 Y3 Y4 Y5 ________ ________ ________ ________ D1 0.000 0.000 0.000 0.000 D2 0.000 0.000 0.000 0.000 D3 0.000 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 Y0 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 Y2 1.000 0.000 0.000 0.000 Y3 0.000 1.000 0.000 0.000 Y4 0.000 0.000 1.000 0.000 Y5 0.000 0.000 0.000 1.000 THETA D1 D2 D3 D4 D5 ________ ________ ________ ________ ________ D1 0.000 D2 0.000 0.000 D3 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 0.000 Y0 0.000 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 0.000 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 THETA Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 0.000 Y1 0.000 0.000 Y2 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 THETA Y5 ________ Y5 0.000 ALPHA I S Q D1 D2 ________ ________ ________ ________ ________ 1 17.444 -41.416 32.563 0.000 0.000 ALPHA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 ALPHA Y2 Y3 Y4 Y5 ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 BETA I S Q D1 D2 ________ ________ ________ ________ ________ I 0.000 0.000 0.000 0.000 0.000 S 0.000 0.000 0.000 0.000 0.000 Q 0.000 0.000 0.000 0.000 0.000 D1 0.000 0.000 0.000 0.000 0.000 D2 0.000 0.000 0.000 0.000 0.000 D3 0.000 0.000 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 0.000 Y0 1.000 0.000 0.000 0.000 0.000 Y1 1.000 0.200 0.040 0.000 0.000 Y2 1.000 0.400 0.160 0.000 0.000 Y3 1.000 0.600 0.360 0.000 0.000 Y4 1.000 0.900 0.810 0.000 0.000 Y5 1.000 1.200 1.440 0.000 0.000 BETA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ I 0.000 0.000 0.000 0.000 0.000 S 0.000 0.000 0.000 0.000 0.000 Q 0.000 0.000 0.000 0.000 0.000 D1 0.000 0.000 0.000 -2.563 1.637 D2 0.000 0.000 0.000 0.000 0.039 D3 0.000 0.000 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 0.000 Y0 0.000 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 0.000 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 BETA Y2 Y3 Y4 Y5 ________ ________ ________ ________ I 0.000 0.000 0.000 0.000 S 0.000 0.000 0.000 0.000 Q 0.000 0.000 0.000 0.000 D1 0.000 0.000 0.000 0.000 D2 -0.613 0.000 0.000 0.000 D3 2104.982 -15785.222 0.000 0.000 D4 0.000 -0.079 0.167 0.000 D5 0.000 0.000 -0.131 -0.039 Y0 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 Y2 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 PSI I S Q D1 D2 ________ ________ ________ ________ ________ I 5.553 S -3.926 59.990 Q -0.814 -42.832 34.276 D1 0.000 0.000 0.000 1.000 D2 0.000 0.000 0.000 0.000 1.000 D3 0.000 0.000 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 0.000 Y0 0.000 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 0.000 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 PSI D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ D3 1.000 D4 0.000 1.000 D5 0.000 0.000 1.000 Y0 0.000 0.000 0.000 4.138 Y1 0.000 0.000 0.000 0.000 10.535 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 PSI Y2 Y3 Y4 Y5 ________ ________ ________ ________ Y2 7.622 Y3 0.000 7.264 Y4 0.000 0.000 8.231 Y5 0.000 0.000 0.000 3.996 STARTING VALUES FOR LATENT CLASS 2 NU D1 D2 D3 D4 D5 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU Y5 ________ 1 0.000 LAMBDA I S Q D1 D2 ________ ________ ________ ________ ________ D1 0.000 0.000 0.000 1.000 0.000 D2 0.000 0.000 0.000 0.000 1.000 D3 0.000 0.000 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 0.000 Y0 0.000 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 0.000 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 LAMBDA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ D1 0.000 0.000 0.000 0.000 0.000 D2 0.000 0.000 0.000 0.000 0.000 D3 1.000 0.000 0.000 0.000 0.000 D4 0.000 1.000 0.000 0.000 0.000 D5 0.000 0.000 1.000 0.000 0.000 Y0 0.000 0.000 0.000 1.000 0.000 Y1 0.000 0.000 0.000 0.000 1.000 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 LAMBDA Y2 Y3 Y4 Y5 ________ ________ ________ ________ D1 0.000 0.000 0.000 0.000 D2 0.000 0.000 0.000 0.000 D3 0.000 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 Y0 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 Y2 1.000 0.000 0.000 0.000 Y3 0.000 1.000 0.000 0.000 Y4 0.000 0.000 1.000 0.000 Y5 0.000 0.000 0.000 1.000 THETA D1 D2 D3 D4 D5 ________ ________ ________ ________ ________ D1 0.000 D2 0.000 0.000 D3 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 0.000 Y0 0.000 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 0.000 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 THETA Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 0.000 Y1 0.000 0.000 Y2 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 THETA Y5 ________ Y5 0.000 ALPHA I S Q D1 D2 ________ ________ ________ ________ ________ 1 15.188 -22.383 11.300 0.000 0.000 ALPHA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 ALPHA Y2 Y3 Y4 Y5 ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 BETA I S Q D1 D2 ________ ________ ________ ________ ________ I 0.000 0.000 0.000 0.000 0.000 S 0.000 0.000 0.000 0.000 0.000 Q 0.000 0.000 0.000 0.000 0.000 D1 0.000 0.000 0.000 0.000 0.000 D2 0.000 0.000 0.000 0.000 0.000 D3 0.000 0.000 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 0.000 Y0 1.000 0.000 0.000 0.000 0.000 Y1 1.000 0.200 0.040 0.000 0.000 Y2 1.000 0.400 0.160 0.000 0.000 Y3 1.000 0.600 0.360 0.000 0.000 Y4 1.000 0.900 0.810 0.000 0.000 Y5 1.000 1.200 1.440 0.000 0.000 BETA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ I 0.000 0.000 0.000 0.000 0.000 S 0.000 0.000 0.000 0.000 0.000 Q 0.000 0.000 0.000 0.000 0.000 D1 0.000 0.000 0.000 -0.417 0.549 D2 0.000 0.000 0.000 0.000 0.519 D3 0.000 0.000 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 0.000 Y0 0.000 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 0.000 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 BETA Y2 Y3 Y4 Y5 ________ ________ ________ ________ I 0.000 0.000 0.000 0.000 S 0.000 0.000 0.000 0.000 Q 0.000 0.000 0.000 0.000 D1 0.000 0.000 0.000 0.000 D2 -0.592 0.000 0.000 0.000 D3 -2.980 -9525.516 0.000 0.000 D4 0.000 -5.217 -13486.483 0.000 D5 0.000 0.000 -0.711 1.262 Y0 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 Y2 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 PSI I S Q D1 D2 ________ ________ ________ ________ ________ I 5.553 S -3.926 59.990 Q -0.814 -42.832 34.276 D1 0.000 0.000 0.000 1.000 D2 0.000 0.000 0.000 0.000 1.000 D3 0.000 0.000 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 0.000 Y0 0.000 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 0.000 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 PSI D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ D3 1.000 D4 0.000 1.000 D5 0.000 0.000 1.000 Y0 0.000 0.000 0.000 4.138 Y1 0.000 0.000 0.000 0.000 10.535 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 PSI Y2 Y3 Y4 Y5 ________ ________ ________ ________ Y2 7.622 Y3 0.000 7.264 Y4 0.000 0.000 8.231 Y5 0.000 0.000 0.000 3.996 STARTING VALUES FOR LATENT CLASS 3 NU D1 D2 D3 D4 D5 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU Y5 ________ 1 0.000 LAMBDA I S Q D1 D2 ________ ________ ________ ________ ________ D1 0.000 0.000 0.000 1.000 0.000 D2 0.000 0.000 0.000 0.000 1.000 D3 0.000 0.000 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 0.000 Y0 0.000 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 0.000 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 LAMBDA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ D1 0.000 0.000 0.000 0.000 0.000 D2 0.000 0.000 0.000 0.000 0.000 D3 1.000 0.000 0.000 0.000 0.000 D4 0.000 1.000 0.000 0.000 0.000 D5 0.000 0.000 1.000 0.000 0.000 Y0 0.000 0.000 0.000 1.000 0.000 Y1 0.000 0.000 0.000 0.000 1.000 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 LAMBDA Y2 Y3 Y4 Y5 ________ ________ ________ ________ D1 0.000 0.000 0.000 0.000 D2 0.000 0.000 0.000 0.000 D3 0.000 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 Y0 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 Y2 1.000 0.000 0.000 0.000 Y3 0.000 1.000 0.000 0.000 Y4 0.000 0.000 1.000 0.000 Y5 0.000 0.000 0.000 1.000 THETA D1 D2 D3 D4 D5 ________ ________ ________ ________ ________ D1 0.000 D2 0.000 0.000 D3 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 0.000 Y0 0.000 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 0.000 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 THETA Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 0.000 Y1 0.000 0.000 Y2 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 THETA Y5 ________ Y5 0.000 ALPHA I S Q D1 D2 ________ ________ ________ ________ ________ 1 16.050 -13.420 7.252 0.000 0.000 ALPHA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 ALPHA Y2 Y3 Y4 Y5 ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 BETA I S Q D1 D2 ________ ________ ________ ________ ________ I 0.000 0.000 0.000 0.000 0.000 S 0.000 0.000 0.000 0.000 0.000 Q 0.000 0.000 0.000 0.000 0.000 D1 0.000 0.000 0.000 0.000 0.000 D2 0.000 0.000 0.000 0.000 0.000 D3 0.000 0.000 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 0.000 Y0 1.000 0.000 0.000 0.000 0.000 Y1 1.000 0.200 0.040 0.000 0.000 Y2 1.000 0.400 0.160 0.000 0.000 Y3 1.000 0.600 0.360 0.000 0.000 Y4 1.000 0.900 0.810 0.000 0.000 Y5 1.000 1.200 1.440 0.000 0.000 BETA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ I 0.000 0.000 0.000 0.000 0.000 S 0.000 0.000 0.000 0.000 0.000 Q 0.000 0.000 0.000 0.000 0.000 D1 0.000 0.000 0.000 -0.413 0.602 D2 0.000 0.000 0.000 0.000 0.616 D3 0.000 0.000 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 0.000 Y0 0.000 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 0.000 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 BETA Y2 Y3 Y4 Y5 ________ ________ ________ ________ I 0.000 0.000 0.000 0.000 S 0.000 0.000 0.000 0.000 Q 0.000 0.000 0.000 0.000 D1 0.000 0.000 0.000 0.000 D2 -6.286 0.000 0.000 0.000 D3 0.308 -0.554 0.000 0.000 D4 0.000 0.169 -0.169 0.000 D5 0.000 0.000 0.075 0.403 Y0 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 Y2 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 PSI I S Q D1 D2 ________ ________ ________ ________ ________ I 5.553 S -3.926 59.990 Q -0.814 -42.832 34.276 D1 0.000 0.000 0.000 1.000 D2 0.000 0.000 0.000 0.000 1.000 D3 0.000 0.000 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 0.000 Y0 0.000 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 0.000 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 PSI D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ D3 1.000 D4 0.000 1.000 D5 0.000 0.000 1.000 Y0 0.000 0.000 0.000 4.138 Y1 0.000 0.000 0.000 0.000 10.535 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 PSI Y2 Y3 Y4 Y5 ________ ________ ________ ________ Y2 7.622 Y3 0.000 7.264 Y4 0.000 0.000 8.231 Y5 0.000 0.000 0.000 3.996 STARTING VALUES FOR LATENT CLASS 4 NU D1 D2 D3 D4 D5 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU Y5 ________ 1 0.000 LAMBDA I S Q D1 D2 ________ ________ ________ ________ ________ D1 0.000 0.000 0.000 1.000 0.000 D2 0.000 0.000 0.000 0.000 1.000 D3 0.000 0.000 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 0.000 Y0 0.000 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 0.000 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 LAMBDA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ D1 0.000 0.000 0.000 0.000 0.000 D2 0.000 0.000 0.000 0.000 0.000 D3 1.000 0.000 0.000 0.000 0.000 D4 0.000 1.000 0.000 0.000 0.000 D5 0.000 0.000 1.000 0.000 0.000 Y0 0.000 0.000 0.000 1.000 0.000 Y1 0.000 0.000 0.000 0.000 1.000 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 LAMBDA Y2 Y3 Y4 Y5 ________ ________ ________ ________ D1 0.000 0.000 0.000 0.000 D2 0.000 0.000 0.000 0.000 D3 0.000 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 Y0 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 Y2 1.000 0.000 0.000 0.000 Y3 0.000 1.000 0.000 0.000 Y4 0.000 0.000 1.000 0.000 Y5 0.000 0.000 0.000 1.000 THETA D1 D2 D3 D4 D5 ________ ________ ________ ________ ________ D1 0.000 D2 0.000 0.000 D3 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 0.000 Y0 0.000 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 0.000 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 THETA Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 0.000 Y1 0.000 0.000 Y2 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 THETA Y5 ________ Y5 0.000 ALPHA I S Q D1 D2 ________ ________ ________ ________ ________ 1 19.168 -8.529 4.610 0.000 0.000 ALPHA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 ALPHA Y2 Y3 Y4 Y5 ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 BETA I S Q D1 D2 ________ ________ ________ ________ ________ I 0.000 0.000 0.000 0.000 0.000 S 0.000 0.000 0.000 0.000 0.000 Q 0.000 0.000 0.000 0.000 0.000 D1 0.000 0.000 0.000 0.000 0.000 D2 0.000 0.000 0.000 0.000 0.000 D3 0.000 0.000 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 0.000 Y0 1.000 0.000 0.000 0.000 0.000 Y1 1.000 0.200 0.040 0.000 0.000 Y2 1.000 0.400 0.160 0.000 0.000 Y3 1.000 0.600 0.360 0.000 0.000 Y4 1.000 0.900 0.810 0.000 0.000 Y5 1.000 1.200 1.440 0.000 0.000 BETA D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ I 0.000 0.000 0.000 0.000 0.000 S 0.000 0.000 0.000 0.000 0.000 Q 0.000 0.000 0.000 0.000 0.000 D1 0.000 0.000 0.000 -0.263 0.571 D2 0.000 0.000 0.000 0.000 0.662 D3 0.000 0.000 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 0.000 Y0 0.000 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 0.000 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 BETA Y2 Y3 Y4 Y5 ________ ________ ________ ________ I 0.000 0.000 0.000 0.000 S 0.000 0.000 0.000 0.000 Q 0.000 0.000 0.000 0.000 D1 0.000 0.000 0.000 0.000 D2 -0.654 0.000 0.000 0.000 D3 0.079 -0.015 0.000 0.000 D4 0.000 0.178 -0.189 0.000 D5 0.000 0.000 0.282 -0.214 Y0 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 Y2 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 PSI I S Q D1 D2 ________ ________ ________ ________ ________ I 5.553 S -3.926 59.990 Q -0.814 -42.832 34.276 D1 0.000 0.000 0.000 1.000 D2 0.000 0.000 0.000 0.000 1.000 D3 0.000 0.000 0.000 0.000 0.000 D4 0.000 0.000 0.000 0.000 0.000 D5 0.000 0.000 0.000 0.000 0.000 Y0 0.000 0.000 0.000 0.000 0.000 Y1 0.000 0.000 0.000 0.000 0.000 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 PSI D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ D3 1.000 D4 0.000 1.000 D5 0.000 0.000 1.000 Y0 0.000 0.000 0.000 4.138 Y1 0.000 0.000 0.000 0.000 10.535 Y2 0.000 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 0.000 PSI Y2 Y3 Y4 Y5 ________ ________ ________ ________ Y2 7.622 Y3 0.000 7.264 Y4 0.000 0.000 8.231 Y5 0.000 0.000 0.000 3.996 STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART TAU(U) FOR LATENT CLASS 1 D1$1 D2$1 D3$1 D4$1 D5$1 ________ ________ ________ ________ ________ 1 -8.497 -1.631 2.389 3.083 -2.626 TAU(U) FOR LATENT CLASS 2 D1$1 D2$1 D3$1 D4$1 D5$1 ________ ________ ________ ________ ________ 1 3.262 4.393 5.066 5.216 4.336 TAU(U) FOR LATENT CLASS 3 D1$1 D2$1 D3$1 D4$1 D5$1 ________ ________ ________ ________ ________ 1 5.225 2.362 0.943 1.523 5.353 TAU(U) FOR LATENT CLASS 4 D1$1 D2$1 D3$1 D4$1 D5$1 ________ ________ ________ ________ ________ 1 7.508 4.748 2.724 1.064 1.058 STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART ALPHA(C) C#1 C#2 C#3 C#4 ________ ________ ________ ________ 1 -1.071 0.860 0.486 0.000 GAMMA(C) I S Q D1 D2 ________ ________ ________ ________ ________ C#1 0.000 0.000 0.000 0.000 0.000 C#2 0.000 0.000 0.000 0.000 0.000 C#3 0.000 0.000 0.000 0.000 0.000 C#4 0.000 0.000 0.000 0.000 0.000 GAMMA(C) D3 D4 D5 Y0 Y1 ________ ________ ________ ________ ________ C#1 0.000 0.000 0.000 0.000 0.000 C#2 0.000 0.000 0.000 0.000 0.000 C#3 0.000 0.000 0.000 0.000 0.000 C#4 0.000 0.000 0.000 0.000 0.000 GAMMA(C) Y2 Y3 Y4 Y5 ________ ________ ________ ________ C#1 0.000 0.000 0.000 0.000 C#2 0.000 0.000 0.000 0.000 C#3 0.000 0.000 0.000 0.000 C#4 0.000 0.000 0.000 0.000 STARTING VALUES FOR THE ADDITIONAL PARAMETERS NEW/ADDITIONAL PARAMETERS G1 G12 G2 G22 G3 ________ ________ ________ ________ ________ 1 41.444 -35.574 6.800 -5.725 -17.923 NEW/ADDITIONAL PARAMETERS G32 G4 G42 ________ ________ ________ 1 18.051 -15.635 9.185 TECHNICAL 7 OUTPUT SAMPLE STATISTICS WEIGHTED BY ESTIMATED CLASS PROBABILITIES FOR CLASS 1 Means Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 17.772 10.396 7.395 5.963 6.854 Means Y5 ________ 1 15.585 Covariances Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 9.478 Y1 5.923 20.336 Y2 5.395 11.135 11.367 Y3 5.559 9.581 5.767 9.742 Y4 3.199 8.487 6.835 4.115 13.789 Y5 14.518 38.540 19.357 17.358 21.888 Covariances Y5 ________ Y5 10.822 SAMPLE STATISTICS WEIGHTED BY ESTIMATED CLASS PROBABILITIES FOR CLASS 2 Means Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 15.293 10.288 8.056 6.434 5.135 Means Y5 ________ 1 3.784 Covariances Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 9.960 Y1 6.400 15.304 Y2 4.012 5.522 14.993 Y3 2.998 3.332 6.625 12.343 Y4 1.570 2.652 5.499 5.624 9.969 Y5 1.213 1.630 4.033 4.099 5.291 Covariances Y5 ________ Y5 4.961 SAMPLE STATISTICS WEIGHTED BY ESTIMATED CLASS PROBABILITIES FOR CLASS 3 Means Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 16.139 12.937 11.690 11.056 10.333 Means Y5 ________ 1 9.428 Covariances Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 9.624 Y1 4.558 13.280 Y2 3.783 5.106 13.775 Y3 2.521 4.476 4.994 13.545 Y4 1.897 2.361 3.282 1.928 13.186 Y5 2.414 0.959 -2.343 -6.689 -6.018 Covariances Y5 ________ Y5 6.448 SAMPLE STATISTICS WEIGHTED BY ESTIMATED CLASS PROBABILITIES FOR CLASS 4 Means Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 19.228 16.804 16.487 15.492 15.615 Means Y5 ________ 1 15.923 Covariances Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 8.331 Y1 2.475 13.184 Y2 2.528 1.384 13.864 Y3 -0.021 0.890 2.946 15.937 Y4 0.012 1.626 1.165 -0.744 14.876 Y5 -8.378 -14.551 -13.876 -15.721 -25.515 Covariances Y5 ________ Y5 8.251 TECH7 OUTPUT IS NOT AVAILABLE. SAMPLE STATISTICS FOR ESTIMATED FACTOR SCORES SAMPLE STATISTICS Means I S Q C_I C_S ________ ________ ________ ________ ________ 1 16.327 -18.005 9.899 16.286 -17.779 Means C_Q ________ 1 9.481 Covariances I S Q C_I C_S ________ ________ ________ ________ ________ I 5.526 S 4.557 69.942 Q -3.919 -47.881 35.961 C_I 5.665 4.726 -4.021 5.873 C_S 4.998 70.114 -48.235 5.096 76.320 C_Q -3.723 -46.783 35.521 -3.535 -51.907 Covariances C_Q ________ C_Q 39.953 Correlations I S Q C_I C_S ________ ________ ________ ________ ________ I 1.000 S 0.232 1.000 Q -0.278 -0.955 1.000 C_I 0.994 0.233 -0.277 1.000 C_S 0.243 0.960 -0.921 0.241 1.000 C_Q -0.251 -0.885 0.937 -0.231 -0.940 Correlations C_Q ________ C_Q 1.000 PLOT INFORMATION The following plots are available: Histograms (sample values, estimated factor scores) Scatterplots (sample values, estimated factor scores) Sample means Estimated means Sample and estimated means Observed individual values Estimated means and observed individual values Beginning Time: 12:25:06 Ending Time: 12:32:20 Elapsed Time: 00:07:14 MUTHEN & MUTHEN 3463 Stoner Ave. Los Angeles, CA 90066 Tel: (310) 391-9971 Fax: (310) 391-8971 Web: www.StatModel.com Support: Support@StatModel.com Copyright (c) 1998-2010 Muthen & Muthen