Mplus VERSION 6.1 MUTHEN & MUTHEN 10/18/2010 11:34 AM INPUT INSTRUCTIONS Title: Data: file = yu.dat; format = 11f10.3; Variable: Names = y0-y5 u1-u5; Missing = *; usev = y0-y5 d1 d2 d3 d4 d5; categorical = d1 d2 d3 d4 d5; classes = c(4); Define: d5=0; d4=0; d3=0; d2=0; d1=0; if(u5 eq 1)then d5=1; ! if(u5 eq 1)then t=12; if(u5 eq 1 and u4 eq 1)then d4=1; if(u5 eq 1 and u4 eq 1)then d5=_missing; ! if(u5 eq 1 and u4 eq 1)then t=9; if(u5 eq 1 and u4 eq 1 and u3 eq 1)then d3=1; if(u5 eq 1 and u4 eq 1 and u3 eq 1)then d4=_missing; if(u5 eq 1 and u4 eq 1 and u3 eq 1)then d5=_missing; ! if(u5 eq 1 and u4 eq 1 and u3 eq 1)then t=6; if(u5 eq 1 and u4 eq 1 and u3 eq 1 and u2 eq 1)then d2=1; if(u5 eq 1 and u4 eq 1 and u3 eq 1 and u2 eq 1)then d3=_missing; if(u5 eq 1 and u4 eq 1 and u3 eq 1 and u2 eq 1)then d4=_missing; if(u5 eq 1 and u4 eq 1 and u3 eq 1 and u2 eq 1)then d5=_missing; ! if(u5 eq 1 and u4 eq 1 and u3 eq 1 and u2 eq 1)then t=4; if(u5 eq 1 and u4 eq 1 and u3 eq 1 and u2 eq 1 and u1 eq 1)then d1=1; if(u5 eq 1 and u4 eq 1 and u3 eq 1 and u2 eq 1 and u1 eq 1)then d2=_missing; if(u5 eq 1 and u4 eq 1 and u3 eq 1 and u2 eq 1 and u1 eq 1)then d3=_missing; if(u5 eq 1 and u4 eq 1 and u3 eq 1 and u2 eq 1 and u1 eq 1)then d4=_missing; if(u5 eq 1 and u4 eq 1 and u3 eq 1 and u2 eq 1 and u1 eq 1)then d5=_missing; ! if(u5 eq 1 and u4 eq 1 and u3 eq 1 and u2 eq 1 and u1 eq 1)then t=2; Analysis: type = mixture; process = 4(starts); interactive = control.dat; algo = int; ! integration = montecarlo; starts = 200 40; Model: %overall% i s q | y0@0 y1@.2 y2@.4 y3@.6 y4@.9 y5@1.2; d1 on i(2); d2 on i(2); d3 on i(2); d4 on i(2); d5 on i(2); %c#1% [d1$1] (p1); [d2$1] (p2); [d3$1] (p3); [d4$1] (p4); [d5$1] (p5); %c#2% [d1$1] (p11); [d2$1] (p12); [d3$1] (p13); [d4$1] (p14); [d5$1] (p15); %c#3% [d1$1] (p21); [d2$1] (p22); [d3$1] (p23); [d4$1] (p24); [d5$1] (p25); %c#4% [d1$1] (p31); [d2$1] (p32); [d3$1] (p33); [d4$1] (p34); [d5$1] (p35); Model constraint: new(g1 g12 g2 g22 g3 g32 g4 g42); 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 standardized; 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 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 STANDARD Number of integration points 15 Dimensions of numerical integration 1 Adaptive quadrature ON Random Starts Specifications Number of initial stage random starts 200 Number of final stage optimizations 40 Number of initial stage iterations 10 Initial stage convergence criterion 0.100D+01 Random starts scale 0.500D+01 Random seed for generating random starts 0 Link LOGIT Cholesky OFF Input data file(s) yu.dat Input data format (11F10.3) 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 RANDOM STARTS RESULTS RANKED FROM THE BEST TO THE WORST LOGLIKELIHOOD VALUES Final stage loglikelihood values at local maxima, seeds, and initial stage start numbers: -51129.928 565819 65 -51129.930 76974 16 -51129.940 902278 21 -51129.940 793035 187 -51129.941 496881 192 -51129.941 12477 155 -51129.942 509733 130 -51129.948 417035 149 -51129.969 860772 174 -51129.973 728038 177 -51129.981 481835 57 -51130.007 303634 169 -51130.024 369602 146 -51130.025 unperturbed 0 -51130.055 544048 87 -51130.065 107446 12 -51130.065 569833 85 -51137.753 411615 171 -51137.791 573096 20 -51159.844 253358 2 -51159.845 950604 172 -51166.089 27071 15 -51167.353 190339 102 -51168.457 903369 134 -51169.624 150531 154 -51169.870 373505 88 -51169.871 440841 118 -51169.900 136842 58 -51172.510 568859 49 -51173.249 51375 148 -51173.253 22089 143 -51177.880 915642 40 -51177.890 260601 36 -51182.835 76337 76 -51183.980 259507 53 -51188.123 551639 55 -51202.622 131856 90 -51205.290 286735 175 -51226.561 466971 109 1 perturbed starting value run(s) did not converge. WARNING: WHEN ESTIMATING A MODEL WITH MORE THAN TWO CLASSES, IT MAY BE NECESSARY TO INCREASE THE NUMBER OF RANDOM STARTS USING THE STARTS OPTION TO AVOID LOCAL MAXIMA. THE STANDARD ERRORS OF THE MODEL PARAMETER ESTIMATES MAY NOT BE TRUSTWORTHY FOR SOME PARAMETERS DUE TO A NON-POSITIVE DEFINITE FIRST-ORDER DERIVATIVE PRODUCT MATRIX. THIS MAY BE DUE TO THE STARTING VALUES BUT MAY ALSO BE AN INDICATION OF MODEL NONIDENTIFICATION. THE CONDITION NUMBER IS 0.855D-12. PROBLEM INVOLVING PARAMETER 56. THE MODEL ESTIMATION TERMINATED NORMALLY MODEL FIT INFORMATION Number of Free Parameters 40 Loglikelihood H0 Value -51129.928 H0 Scaling Correction Factor 1.179 for MLR Information Criteria Akaike (AIC) 102339.856 Bayesian (BIC) 102592.026 Sample-Size Adjusted BIC 102464.923 (n* = (n + 2) / 24) Chi-Square Test of Model Fit for the Binary and Ordered Categorical (Ordinal) Outcomes Pearson Chi-Square Value 0.000 Degrees of Freedom 10 P-Value 1.0000 Likelihood Ratio Chi-Square Value 0.000 Degrees of Freedom 10 P-Value 1.0000 Chi-Square Test for MCAR under the Unrestricted Latent Class Indicator Model Pearson Chi-Square Value 2902.067 Degrees of Freedom 26 P-Value 0.0000 Likelihood Ratio Chi-Square Value 1200.000 Degrees of Freedom 26 P-Value 0.0000 FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES BASED ON THE ESTIMATED MODEL Latent Classes 1 786.35827 0.19459 2 810.99732 0.20069 3 1021.68441 0.25283 4 1421.96000 0.35188 FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASS PATTERNS BASED ON ESTIMATED POSTERIOR PROBABILITIES Latent Classes 1 786.32075 0.19459 2 811.01279 0.20070 3 1021.69307 0.25283 4 1421.97339 0.35189 CLASSIFICATION QUALITY Entropy 0.612 CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP Class Counts and Proportions Latent Classes 1 779 0.19277 2 674 0.16679 3 1074 0.26578 4 1514 0.37466 Average Latent Class Probabilities for Most Likely Latent Class Membership (Row) by Latent Class (Column) 1 2 3 4 1 0.687 0.111 0.172 0.031 2 0.079 0.677 0.121 0.122 3 0.122 0.126 0.747 0.005 4 0.044 0.088 0.003 0.866 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 I -0.119 0.029 -4.101 0.000 D2 ON I -0.119 0.029 -4.101 0.000 D3 ON I -0.119 0.029 -4.101 0.000 D4 ON I -0.119 0.029 -4.101 0.000 D5 ON I -0.119 0.029 -4.101 0.000 S WITH I -4.866 1.305 -3.728 0.000 Q WITH I -0.222 0.956 -0.233 0.816 S -36.941 5.013 -7.368 0.000 Means I 15.730 0.329 47.752 0.000 S -33.271 2.112 -15.752 0.000 Q 27.343 1.934 14.138 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 -0.781 0.539 -1.450 0.147 D2$1 -0.601 0.435 -1.382 0.167 D3$1 -0.768 0.426 -1.801 0.072 D4$1 -1.669 0.427 -3.912 0.000 D5$1 -3.353 0.532 -6.301 0.000 Variances I 6.424 0.420 15.295 0.000 S 56.076 7.181 7.809 0.000 Q 26.836 3.565 7.528 0.000 Residual Variances Y0 4.223 0.395 10.704 0.000 Y1 9.006 0.294 30.611 0.000 Y2 7.152 0.328 21.829 0.000 Y3 6.215 0.313 19.877 0.000 Y4 7.114 0.464 15.339 0.000 Y5 3.410 0.720 4.733 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 I -0.119 0.029 -4.101 0.000 D2 ON I -0.119 0.029 -4.101 0.000 D3 ON I -0.119 0.029 -4.101 0.000 D4 ON I -0.119 0.029 -4.101 0.000 D5 ON I -0.119 0.029 -4.101 0.000 S WITH I -4.866 1.305 -3.728 0.000 Q WITH I -0.222 0.956 -0.233 0.816 S -36.941 5.013 -7.368 0.000 Means I 16.064 0.327 49.177 0.000 S -13.885 1.329 -10.451 0.000 Q 8.106 0.958 8.466 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 2.907 2.919 0.996 0.319 D2$1 1.782 1.823 0.978 0.328 D3$1 0.801 1.083 0.740 0.459 D4$1 -0.399 0.632 -0.631 0.528 D5$1 -1.275 0.720 -1.771 0.077 Variances I 6.424 0.420 15.295 0.000 S 56.076 7.181 7.809 0.000 Q 26.836 3.565 7.528 0.000 Residual Variances Y0 4.223 0.395 10.704 0.000 Y1 9.006 0.294 30.611 0.000 Y2 7.152 0.328 21.829 0.000 Y3 6.215 0.313 19.877 0.000 Y4 7.114 0.464 15.339 0.000 Y5 3.410 0.720 4.733 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 I -0.119 0.029 -4.101 0.000 D2 ON I -0.119 0.029 -4.101 0.000 D3 ON I -0.119 0.029 -4.101 0.000 D4 ON I -0.119 0.029 -4.101 0.000 D5 ON I -0.119 0.029 -4.101 0.000 S WITH I -4.866 1.305 -3.728 0.000 Q WITH I -0.222 0.956 -0.233 0.816 S -36.941 5.013 -7.368 0.000 Means I 18.162 0.326 55.660 0.000 S -10.056 0.743 -13.542 0.000 Q 8.218 0.895 9.185 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 -0.777 0.603 -1.288 0.198 D2$1 -0.656 0.582 -1.127 0.260 D3$1 -0.842 0.585 -1.438 0.150 D4$1 -1.692 0.610 -2.775 0.006 D5$1 -3.229 0.676 -4.781 0.000 Variances I 6.424 0.420 15.295 0.000 S 56.076 7.181 7.809 0.000 Q 26.836 3.565 7.528 0.000 Residual Variances Y0 4.223 0.395 10.704 0.000 Y1 9.006 0.294 30.611 0.000 Y2 7.152 0.328 21.829 0.000 Y3 6.215 0.313 19.877 0.000 Y4 7.114 0.464 15.339 0.000 Y5 3.410 0.720 4.733 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 I -0.119 0.029 -4.101 0.000 D2 ON I -0.119 0.029 -4.101 0.000 D3 ON I -0.119 0.029 -4.101 0.000 D4 ON I -0.119 0.029 -4.101 0.000 D5 ON I -0.119 0.029 -4.101 0.000 S WITH I -4.866 1.305 -3.728 0.000 Q WITH I -0.222 0.956 -0.233 0.816 S -36.941 5.013 -7.368 0.000 Means I 15.192 0.108 140.563 0.000 S -18.791 0.463 -40.551 0.000 Q 8.171 0.337 24.275 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 5.509 9.739 0.566 0.572 D2$1 11.738 6.067 1.935 0.053 D3$1 14.221 3.515 4.045 0.000 D4$1 10.922 1.571 6.952 0.000 D5$1 -0.805 0.370 -2.174 0.030 Variances I 6.424 0.420 15.295 0.000 S 56.076 7.181 7.809 0.000 Q 26.836 3.565 7.528 0.000 Residual Variances Y0 4.223 0.395 10.704 0.000 Y1 9.006 0.294 30.611 0.000 Y2 7.152 0.328 21.829 0.000 Y3 6.215 0.313 19.877 0.000 Y4 7.114 0.464 15.339 0.000 Y5 3.410 0.720 4.733 0.000 Categorical Latent Variables Means C#1 -0.592 0.141 -4.213 0.000 C#2 -0.562 0.227 -2.474 0.013 C#3 -0.331 0.153 -2.157 0.031 New/Additional Parameters G1 1.770 1.512 1.171 0.242 G12 -4.342 1.471 -2.952 0.003 G2 -5.986 6.502 -0.921 0.357 G22 1.804 4.109 0.439 0.661 G3 1.364 0.686 1.989 0.047 G32 -3.817 0.685 -5.571 0.000 G4 40.512 22.171 1.827 0.068 G42 -46.826 13.210 -3.545 0.000 LOGISTIC REGRESSION ODDS RATIO RESULTS Latent Class 1 D1 ON I 0.888 D2 ON I 0.888 D3 ON I 0.888 D4 ON I 0.888 D5 ON I 0.888 Latent Class 2 D1 ON I 0.888 D2 ON I 0.888 D3 ON I 0.888 D4 ON I 0.888 D5 ON I 0.888 Latent Class 3 D1 ON I 0.888 D2 ON I 0.888 D3 ON I 0.888 D4 ON I 0.888 D5 ON I 0.888 Latent Class 4 D1 ON I 0.888 D2 ON I 0.888 D3 ON I 0.888 D4 ON I 0.888 D5 ON I 0.888 STANDARDIZED MODEL RESULTS STDYX Standardization Two-Tailed Estimate S.E. Est./S.E. P-Value Latent Class 1 I | Y0 0.777 0.023 34.263 0.000 Y1 0.651 0.019 34.538 0.000 Y2 0.665 0.023 28.420 0.000 Y3 0.669 0.028 23.638 0.000 Y4 0.688 0.030 22.675 0.000 Y5 1.014 0.056 17.993 0.000 S | Y0 0.000 0.000 999.000 999.000 Y1 0.385 0.025 15.156 0.000 Y2 0.785 0.048 16.349 0.000 Y3 1.186 0.067 17.680 0.000 Y4 1.828 0.112 16.386 0.000 Y5 3.596 0.281 12.774 0.000 Q | Y0 0.000 0.000 999.000 999.000 Y1 0.053 0.004 14.744 0.000 Y2 0.217 0.014 15.456 0.000 Y3 0.492 0.030 16.214 0.000 Y4 1.138 0.076 14.916 0.000 Y5 2.985 0.258 11.564 0.000 D1 ON I -0.164 0.038 -4.266 0.000 D2 ON I -0.164 0.038 -4.266 0.000 D3 ON I -0.164 0.038 -4.266 0.000 D4 ON I -0.164 0.038 -4.266 0.000 D5 ON I -0.164 0.038 -4.266 0.000 S WITH I -0.256 0.054 -4.722 0.000 Q WITH I -0.017 0.074 -0.230 0.818 S -0.952 0.012 -79.547 0.000 Means I 6.206 0.207 30.026 0.000 S -4.443 0.469 -9.480 0.000 Q 5.278 0.512 10.303 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 -0.425 0.290 -1.463 0.144 D2$1 -0.327 0.235 -1.393 0.164 D3$1 -0.418 0.230 -1.818 0.069 D4$1 -0.908 0.227 -3.995 0.000 D5$1 -1.823 0.279 -6.536 0.000 Variances I 1.000 0.000 999.000 999.000 S 1.000 0.000 999.000 999.000 Q 1.000 0.000 999.000 999.000 Residual Variances Y0 0.397 0.035 11.263 0.000 Y1 0.594 0.015 40.926 0.000 Y2 0.492 0.019 25.410 0.000 Y3 0.433 0.022 19.819 0.000 Y4 0.524 0.029 17.878 0.000 Y5 0.546 0.114 4.785 0.000 Latent Class 2 I | Y0 0.777 0.023 34.263 0.000 Y1 0.651 0.019 34.538 0.000 Y2 0.665 0.023 28.420 0.000 Y3 0.669 0.028 23.638 0.000 Y4 0.688 0.030 22.675 0.000 Y5 1.014 0.056 17.993 0.000 S | Y0 0.000 0.000 999.000 999.000 Y1 0.385 0.025 15.156 0.000 Y2 0.785 0.048 16.349 0.000 Y3 1.186 0.067 17.680 0.000 Y4 1.828 0.112 16.386 0.000 Y5 3.596 0.281 12.774 0.000 Q | Y0 0.000 0.000 999.000 999.000 Y1 0.053 0.004 14.744 0.000 Y2 0.217 0.014 15.456 0.000 Y3 0.492 0.030 16.214 0.000 Y4 1.138 0.076 14.916 0.000 Y5 2.985 0.258 11.564 0.000 D1 ON I -0.164 0.038 -4.266 0.000 D2 ON I -0.164 0.038 -4.266 0.000 D3 ON I -0.164 0.038 -4.266 0.000 D4 ON I -0.164 0.038 -4.266 0.000 D5 ON I -0.164 0.038 -4.266 0.000 S WITH I -0.256 0.054 -4.722 0.000 Q WITH I -0.017 0.074 -0.230 0.818 S -0.952 0.012 -79.547 0.000 Means I 6.338 0.252 25.165 0.000 S -1.854 0.150 -12.331 0.000 Q 1.565 0.176 8.883 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 1.581 1.594 0.992 0.321 D2$1 0.969 0.996 0.973 0.330 D3$1 0.436 0.591 0.737 0.461 D4$1 -0.217 0.343 -0.633 0.527 D5$1 -0.693 0.387 -1.791 0.073 Variances I 1.000 0.000 999.000 999.000 S 1.000 0.000 999.000 999.000 Q 1.000 0.000 999.000 999.000 Residual Variances Y0 0.397 0.035 11.263 0.000 Y1 0.594 0.015 40.926 0.000 Y2 0.492 0.019 25.410 0.000 Y3 0.433 0.022 19.819 0.000 Y4 0.524 0.029 17.878 0.000 Y5 0.546 0.114 4.785 0.000 Latent Class 3 I | Y0 0.777 0.023 34.263 0.000 Y1 0.651 0.019 34.538 0.000 Y2 0.665 0.023 28.420 0.000 Y3 0.669 0.028 23.638 0.000 Y4 0.688 0.030 22.675 0.000 Y5 1.014 0.056 17.993 0.000 S | Y0 0.000 0.000 999.000 999.000 Y1 0.385 0.025 15.156 0.000 Y2 0.785 0.048 16.349 0.000 Y3 1.186 0.067 17.680 0.000 Y4 1.828 0.112 16.386 0.000 Y5 3.596 0.281 12.774 0.000 Q | Y0 0.000 0.000 999.000 999.000 Y1 0.053 0.004 14.744 0.000 Y2 0.217 0.014 15.456 0.000 Y3 0.492 0.030 16.214 0.000 Y4 1.138 0.076 14.916 0.000 Y5 2.985 0.258 11.564 0.000 D1 ON I -0.164 0.038 -4.266 0.000 D2 ON I -0.164 0.038 -4.266 0.000 D3 ON I -0.164 0.038 -4.266 0.000 D4 ON I -0.164 0.038 -4.266 0.000 D5 ON I -0.164 0.038 -4.266 0.000 S WITH I -0.256 0.054 -4.722 0.000 Q WITH I -0.017 0.074 -0.230 0.818 S -0.952 0.012 -79.547 0.000 Means I 7.166 0.290 24.706 0.000 S -1.343 0.138 -9.766 0.000 Q 1.586 0.216 7.348 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 -0.422 0.325 -1.298 0.194 D2$1 -0.357 0.314 -1.135 0.256 D3$1 -0.458 0.316 -1.451 0.147 D4$1 -0.920 0.326 -2.824 0.005 D5$1 -1.756 0.357 -4.923 0.000 Variances I 1.000 0.000 999.000 999.000 S 1.000 0.000 999.000 999.000 Q 1.000 0.000 999.000 999.000 Residual Variances Y0 0.397 0.035 11.263 0.000 Y1 0.594 0.015 40.926 0.000 Y2 0.492 0.019 25.410 0.000 Y3 0.433 0.022 19.819 0.000 Y4 0.524 0.029 17.878 0.000 Y5 0.546 0.114 4.785 0.000 Latent Class 4 I | Y0 0.777 0.023 34.263 0.000 Y1 0.651 0.019 34.538 0.000 Y2 0.665 0.023 28.420 0.000 Y3 0.669 0.028 23.638 0.000 Y4 0.688 0.030 22.675 0.000 Y5 1.014 0.056 17.993 0.000 S | Y0 0.000 0.000 999.000 999.000 Y1 0.385 0.025 15.156 0.000 Y2 0.785 0.048 16.349 0.000 Y3 1.186 0.067 17.680 0.000 Y4 1.828 0.112 16.386 0.000 Y5 3.596 0.281 12.774 0.000 Q | Y0 0.000 0.000 999.000 999.000 Y1 0.053 0.004 14.744 0.000 Y2 0.217 0.014 15.456 0.000 Y3 0.492 0.030 16.214 0.000 Y4 1.138 0.076 14.916 0.000 Y5 2.985 0.258 11.564 0.000 D1 ON I -0.164 0.038 -4.266 0.000 D2 ON I -0.164 0.038 -4.266 0.000 D3 ON I -0.164 0.038 -4.266 0.000 D4 ON I -0.164 0.038 -4.266 0.000 D5 ON I -0.164 0.038 -4.266 0.000 S WITH I -0.256 0.054 -4.722 0.000 Q WITH I -0.017 0.074 -0.230 0.818 S -0.952 0.012 -79.547 0.000 Means I 5.994 0.189 31.698 0.000 S -2.509 0.176 -14.218 0.000 Q 1.577 0.126 12.529 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 2.996 5.299 0.565 0.572 D2$1 6.384 3.305 1.932 0.053 D3$1 7.735 1.924 4.021 0.000 D4$1 5.941 0.871 6.818 0.000 D5$1 -0.438 0.199 -2.202 0.028 Variances I 1.000 0.000 999.000 999.000 S 1.000 0.000 999.000 999.000 Q 1.000 0.000 999.000 999.000 Residual Variances Y0 0.397 0.035 11.263 0.000 Y1 0.594 0.015 40.926 0.000 Y2 0.492 0.019 25.410 0.000 Y3 0.433 0.022 19.819 0.000 Y4 0.524 0.029 17.878 0.000 Y5 0.546 0.114 4.785 0.000 STDY Standardization Two-Tailed Estimate S.E. Est./S.E. P-Value Latent Class 1 I | Y0 0.777 0.023 34.263 0.000 Y1 0.651 0.019 34.538 0.000 Y2 0.665 0.023 28.420 0.000 Y3 0.669 0.028 23.638 0.000 Y4 0.688 0.030 22.675 0.000 Y5 1.014 0.056 17.993 0.000 S | Y0 0.000 0.000 999.000 999.000 Y1 0.385 0.025 15.156 0.000 Y2 0.785 0.048 16.349 0.000 Y3 1.186 0.067 17.680 0.000 Y4 1.828 0.112 16.386 0.000 Y5 3.596 0.281 12.774 0.000 Q | Y0 0.000 0.000 999.000 999.000 Y1 0.053 0.004 14.744 0.000 Y2 0.217 0.014 15.456 0.000 Y3 0.492 0.030 16.214 0.000 Y4 1.138 0.076 14.916 0.000 Y5 2.985 0.258 11.564 0.000 D1 ON I -0.164 0.038 -4.266 0.000 D2 ON I -0.164 0.038 -4.266 0.000 D3 ON I -0.164 0.038 -4.266 0.000 D4 ON I -0.164 0.038 -4.266 0.000 D5 ON I -0.164 0.038 -4.266 0.000 S WITH I -0.256 0.054 -4.722 0.000 Q WITH I -0.017 0.074 -0.230 0.818 S -0.952 0.012 -79.547 0.000 Means I 6.206 0.207 30.026 0.000 S -4.443 0.469 -9.480 0.000 Q 5.278 0.512 10.303 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 -0.425 0.290 -1.463 0.144 D2$1 -0.327 0.235 -1.393 0.164 D3$1 -0.418 0.230 -1.818 0.069 D4$1 -0.908 0.227 -3.995 0.000 D5$1 -1.823 0.279 -6.536 0.000 Variances I 1.000 0.000 999.000 999.000 S 1.000 0.000 999.000 999.000 Q 1.000 0.000 999.000 999.000 Residual Variances Y0 0.397 0.035 11.263 0.000 Y1 0.594 0.015 40.926 0.000 Y2 0.492 0.019 25.410 0.000 Y3 0.433 0.022 19.819 0.000 Y4 0.524 0.029 17.878 0.000 Y5 0.546 0.114 4.785 0.000 Latent Class 2 I | Y0 0.777 0.023 34.263 0.000 Y1 0.651 0.019 34.538 0.000 Y2 0.665 0.023 28.420 0.000 Y3 0.669 0.028 23.638 0.000 Y4 0.688 0.030 22.675 0.000 Y5 1.014 0.056 17.993 0.000 S | Y0 0.000 0.000 999.000 999.000 Y1 0.385 0.025 15.156 0.000 Y2 0.785 0.048 16.349 0.000 Y3 1.186 0.067 17.680 0.000 Y4 1.828 0.112 16.386 0.000 Y5 3.596 0.281 12.774 0.000 Q | Y0 0.000 0.000 999.000 999.000 Y1 0.053 0.004 14.744 0.000 Y2 0.217 0.014 15.456 0.000 Y3 0.492 0.030 16.214 0.000 Y4 1.138 0.076 14.916 0.000 Y5 2.985 0.258 11.564 0.000 D1 ON I -0.164 0.038 -4.266 0.000 D2 ON I -0.164 0.038 -4.266 0.000 D3 ON I -0.164 0.038 -4.266 0.000 D4 ON I -0.164 0.038 -4.266 0.000 D5 ON I -0.164 0.038 -4.266 0.000 S WITH I -0.256 0.054 -4.722 0.000 Q WITH I -0.017 0.074 -0.230 0.818 S -0.952 0.012 -79.547 0.000 Means I 6.338 0.252 25.165 0.000 S -1.854 0.150 -12.331 0.000 Q 1.565 0.176 8.883 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 1.581 1.594 0.992 0.321 D2$1 0.969 0.996 0.973 0.330 D3$1 0.436 0.591 0.737 0.461 D4$1 -0.217 0.343 -0.633 0.527 D5$1 -0.693 0.387 -1.791 0.073 Variances I 1.000 0.000 999.000 999.000 S 1.000 0.000 999.000 999.000 Q 1.000 0.000 999.000 999.000 Residual Variances Y0 0.397 0.035 11.263 0.000 Y1 0.594 0.015 40.926 0.000 Y2 0.492 0.019 25.410 0.000 Y3 0.433 0.022 19.819 0.000 Y4 0.524 0.029 17.878 0.000 Y5 0.546 0.114 4.785 0.000 Latent Class 3 I | Y0 0.777 0.023 34.263 0.000 Y1 0.651 0.019 34.538 0.000 Y2 0.665 0.023 28.420 0.000 Y3 0.669 0.028 23.638 0.000 Y4 0.688 0.030 22.675 0.000 Y5 1.014 0.056 17.993 0.000 S | Y0 0.000 0.000 999.000 999.000 Y1 0.385 0.025 15.156 0.000 Y2 0.785 0.048 16.349 0.000 Y3 1.186 0.067 17.680 0.000 Y4 1.828 0.112 16.386 0.000 Y5 3.596 0.281 12.774 0.000 Q | Y0 0.000 0.000 999.000 999.000 Y1 0.053 0.004 14.744 0.000 Y2 0.217 0.014 15.456 0.000 Y3 0.492 0.030 16.214 0.000 Y4 1.138 0.076 14.916 0.000 Y5 2.985 0.258 11.564 0.000 D1 ON I -0.164 0.038 -4.266 0.000 D2 ON I -0.164 0.038 -4.266 0.000 D3 ON I -0.164 0.038 -4.266 0.000 D4 ON I -0.164 0.038 -4.266 0.000 D5 ON I -0.164 0.038 -4.266 0.000 S WITH I -0.256 0.054 -4.722 0.000 Q WITH I -0.017 0.074 -0.230 0.818 S -0.952 0.012 -79.547 0.000 Means I 7.166 0.290 24.706 0.000 S -1.343 0.138 -9.766 0.000 Q 1.586 0.216 7.348 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 -0.422 0.325 -1.298 0.194 D2$1 -0.357 0.314 -1.135 0.256 D3$1 -0.458 0.316 -1.451 0.147 D4$1 -0.920 0.326 -2.824 0.005 D5$1 -1.756 0.357 -4.923 0.000 Variances I 1.000 0.000 999.000 999.000 S 1.000 0.000 999.000 999.000 Q 1.000 0.000 999.000 999.000 Residual Variances Y0 0.397 0.035 11.263 0.000 Y1 0.594 0.015 40.926 0.000 Y2 0.492 0.019 25.410 0.000 Y3 0.433 0.022 19.819 0.000 Y4 0.524 0.029 17.878 0.000 Y5 0.546 0.114 4.785 0.000 Latent Class 4 I | Y0 0.777 0.023 34.263 0.000 Y1 0.651 0.019 34.538 0.000 Y2 0.665 0.023 28.420 0.000 Y3 0.669 0.028 23.638 0.000 Y4 0.688 0.030 22.675 0.000 Y5 1.014 0.056 17.993 0.000 S | Y0 0.000 0.000 999.000 999.000 Y1 0.385 0.025 15.156 0.000 Y2 0.785 0.048 16.349 0.000 Y3 1.186 0.067 17.680 0.000 Y4 1.828 0.112 16.386 0.000 Y5 3.596 0.281 12.774 0.000 Q | Y0 0.000 0.000 999.000 999.000 Y1 0.053 0.004 14.744 0.000 Y2 0.217 0.014 15.456 0.000 Y3 0.492 0.030 16.214 0.000 Y4 1.138 0.076 14.916 0.000 Y5 2.985 0.258 11.564 0.000 D1 ON I -0.164 0.038 -4.266 0.000 D2 ON I -0.164 0.038 -4.266 0.000 D3 ON I -0.164 0.038 -4.266 0.000 D4 ON I -0.164 0.038 -4.266 0.000 D5 ON I -0.164 0.038 -4.266 0.000 S WITH I -0.256 0.054 -4.722 0.000 Q WITH I -0.017 0.074 -0.230 0.818 S -0.952 0.012 -79.547 0.000 Means I 5.994 0.189 31.698 0.000 S -2.509 0.176 -14.218 0.000 Q 1.577 0.126 12.529 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 2.996 5.299 0.565 0.572 D2$1 6.384 3.305 1.932 0.053 D3$1 7.735 1.924 4.021 0.000 D4$1 5.941 0.871 6.818 0.000 D5$1 -0.438 0.199 -2.202 0.028 Variances I 1.000 0.000 999.000 999.000 S 1.000 0.000 999.000 999.000 Q 1.000 0.000 999.000 999.000 Residual Variances Y0 0.397 0.035 11.263 0.000 Y1 0.594 0.015 40.926 0.000 Y2 0.492 0.019 25.410 0.000 Y3 0.433 0.022 19.819 0.000 Y4 0.524 0.029 17.878 0.000 Y5 0.546 0.114 4.785 0.000 STD Standardization Two-Tailed Estimate S.E. Est./S.E. P-Value Latent Class 1 I | Y0 2.535 0.083 30.589 0.000 Y1 2.535 0.083 30.589 0.000 Y2 2.535 0.083 30.589 0.000 Y3 2.535 0.083 30.589 0.000 Y4 2.535 0.083 30.589 0.000 Y5 2.535 0.083 30.589 0.000 S | Y0 0.000 0.000 999.000 999.000 Y1 1.498 0.096 15.618 0.000 Y2 2.995 0.192 15.618 0.000 Y3 4.493 0.288 15.618 0.000 Y4 6.740 0.432 15.618 0.000 Y5 8.986 0.575 15.618 0.000 Q | Y0 0.000 0.000 999.000 999.000 Y1 0.207 0.014 15.056 0.000 Y2 0.829 0.055 15.056 0.000 Y3 1.865 0.124 15.056 0.000 Y4 4.196 0.279 15.056 0.000 Y5 7.460 0.495 15.056 0.000 D1 ON I -0.301 0.072 -4.152 0.000 D2 ON I -0.301 0.072 -4.152 0.000 D3 ON I -0.301 0.072 -4.152 0.000 D4 ON I -0.301 0.072 -4.152 0.000 D5 ON I -0.301 0.072 -4.152 0.000 S WITH I -0.256 0.054 -4.722 0.000 Q WITH I -0.017 0.074 -0.230 0.818 S -0.952 0.012 -79.547 0.000 Means I 6.206 0.207 30.026 0.000 S -4.443 0.469 -9.480 0.000 Q 5.278 0.512 10.303 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 -0.781 0.539 -1.450 0.147 D2$1 -0.601 0.435 -1.382 0.167 D3$1 -0.768 0.426 -1.801 0.072 D4$1 -1.669 0.427 -3.912 0.000 D5$1 -3.353 0.532 -6.301 0.000 Variances I 1.000 0.000 999.000 999.000 S 1.000 0.000 999.000 999.000 Q 1.000 0.000 999.000 999.000 Residual Variances Y0 4.223 0.395 10.704 0.000 Y1 9.006 0.294 30.611 0.000 Y2 7.152 0.328 21.829 0.000 Y3 6.215 0.313 19.877 0.000 Y4 7.114 0.464 15.339 0.000 Y5 3.410 0.720 4.733 0.000 Latent Class 2 I | Y0 2.535 0.083 30.589 0.000 Y1 2.535 0.083 30.589 0.000 Y2 2.535 0.083 30.589 0.000 Y3 2.535 0.083 30.589 0.000 Y4 2.535 0.083 30.589 0.000 Y5 2.535 0.083 30.589 0.000 S | Y0 0.000 0.000 999.000 999.000 Y1 1.498 0.096 15.618 0.000 Y2 2.995 0.192 15.618 0.000 Y3 4.493 0.288 15.618 0.000 Y4 6.740 0.432 15.618 0.000 Y5 8.986 0.575 15.618 0.000 Q | Y0 0.000 0.000 999.000 999.000 Y1 0.207 0.014 15.056 0.000 Y2 0.829 0.055 15.056 0.000 Y3 1.865 0.124 15.056 0.000 Y4 4.196 0.279 15.056 0.000 Y5 7.460 0.495 15.056 0.000 D1 ON I -0.301 0.072 -4.152 0.000 D2 ON I -0.301 0.072 -4.152 0.000 D3 ON I -0.301 0.072 -4.152 0.000 D4 ON I -0.301 0.072 -4.152 0.000 D5 ON I -0.301 0.072 -4.152 0.000 S WITH I -0.256 0.054 -4.722 0.000 Q WITH I -0.017 0.074 -0.230 0.818 S -0.952 0.012 -79.547 0.000 Means I 6.338 0.252 25.165 0.000 S -1.854 0.150 -12.331 0.000 Q 1.565 0.176 8.883 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 2.907 2.919 0.996 0.319 D2$1 1.782 1.823 0.978 0.328 D3$1 0.801 1.083 0.740 0.459 D4$1 -0.399 0.632 -0.631 0.528 D5$1 -1.275 0.720 -1.771 0.077 Variances I 1.000 0.000 999.000 999.000 S 1.000 0.000 999.000 999.000 Q 1.000 0.000 999.000 999.000 Residual Variances Y0 4.223 0.395 10.704 0.000 Y1 9.006 0.294 30.611 0.000 Y2 7.152 0.328 21.829 0.000 Y3 6.215 0.313 19.877 0.000 Y4 7.114 0.464 15.339 0.000 Y5 3.410 0.720 4.733 0.000 Latent Class 3 I | Y0 2.535 0.083 30.589 0.000 Y1 2.535 0.083 30.589 0.000 Y2 2.535 0.083 30.589 0.000 Y3 2.535 0.083 30.589 0.000 Y4 2.535 0.083 30.589 0.000 Y5 2.535 0.083 30.589 0.000 S | Y0 0.000 0.000 999.000 999.000 Y1 1.498 0.096 15.618 0.000 Y2 2.995 0.192 15.618 0.000 Y3 4.493 0.288 15.618 0.000 Y4 6.740 0.432 15.618 0.000 Y5 8.986 0.575 15.618 0.000 Q | Y0 0.000 0.000 999.000 999.000 Y1 0.207 0.014 15.056 0.000 Y2 0.829 0.055 15.056 0.000 Y3 1.865 0.124 15.056 0.000 Y4 4.196 0.279 15.056 0.000 Y5 7.460 0.495 15.056 0.000 D1 ON I -0.301 0.072 -4.152 0.000 D2 ON I -0.301 0.072 -4.152 0.000 D3 ON I -0.301 0.072 -4.152 0.000 D4 ON I -0.301 0.072 -4.152 0.000 D5 ON I -0.301 0.072 -4.152 0.000 S WITH I -0.256 0.054 -4.722 0.000 Q WITH I -0.017 0.074 -0.230 0.818 S -0.952 0.012 -79.547 0.000 Means I 7.166 0.290 24.706 0.000 S -1.343 0.138 -9.766 0.000 Q 1.586 0.216 7.348 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 -0.777 0.603 -1.288 0.198 D2$1 -0.656 0.582 -1.127 0.260 D3$1 -0.842 0.585 -1.438 0.150 D4$1 -1.692 0.610 -2.775 0.006 D5$1 -3.229 0.676 -4.781 0.000 Variances I 1.000 0.000 999.000 999.000 S 1.000 0.000 999.000 999.000 Q 1.000 0.000 999.000 999.000 Residual Variances Y0 4.223 0.395 10.704 0.000 Y1 9.006 0.294 30.611 0.000 Y2 7.152 0.328 21.829 0.000 Y3 6.215 0.313 19.877 0.000 Y4 7.114 0.464 15.339 0.000 Y5 3.410 0.720 4.733 0.000 Latent Class 4 I | Y0 2.535 0.083 30.589 0.000 Y1 2.535 0.083 30.589 0.000 Y2 2.535 0.083 30.589 0.000 Y3 2.535 0.083 30.589 0.000 Y4 2.535 0.083 30.589 0.000 Y5 2.535 0.083 30.589 0.000 S | Y0 0.000 0.000 999.000 999.000 Y1 1.498 0.096 15.618 0.000 Y2 2.995 0.192 15.618 0.000 Y3 4.493 0.288 15.618 0.000 Y4 6.740 0.432 15.618 0.000 Y5 8.986 0.575 15.618 0.000 Q | Y0 0.000 0.000 999.000 999.000 Y1 0.207 0.014 15.056 0.000 Y2 0.829 0.055 15.056 0.000 Y3 1.865 0.124 15.056 0.000 Y4 4.196 0.279 15.056 0.000 Y5 7.460 0.495 15.056 0.000 D1 ON I -0.301 0.072 -4.152 0.000 D2 ON I -0.301 0.072 -4.152 0.000 D3 ON I -0.301 0.072 -4.152 0.000 D4 ON I -0.301 0.072 -4.152 0.000 D5 ON I -0.301 0.072 -4.152 0.000 S WITH I -0.256 0.054 -4.722 0.000 Q WITH I -0.017 0.074 -0.230 0.818 S -0.952 0.012 -79.547 0.000 Means I 5.994 0.189 31.698 0.000 S -2.509 0.176 -14.218 0.000 Q 1.577 0.126 12.529 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 5.509 9.739 0.566 0.572 D2$1 11.738 6.067 1.935 0.053 D3$1 14.221 3.515 4.045 0.000 D4$1 10.922 1.571 6.952 0.000 D5$1 -0.805 0.370 -2.174 0.030 Variances I 1.000 0.000 999.000 999.000 S 1.000 0.000 999.000 999.000 Q 1.000 0.000 999.000 999.000 Residual Variances Y0 4.223 0.395 10.704 0.000 Y1 9.006 0.294 30.611 0.000 Y2 7.152 0.328 21.829 0.000 Y3 6.215 0.313 19.877 0.000 Y4 7.114 0.464 15.339 0.000 Y5 3.410 0.720 4.733 0.000 R-SQUARE Class 1 Observed Two-Tailed Variable Estimate S.E. Est./S.E. P-Value D1 0.027 0.013 2.133 0.033 D2 0.027 0.013 2.133 0.033 D3 0.027 0.013 2.133 0.033 D4 0.027 0.013 2.133 0.033 D5 0.027 0.013 2.133 0.033 Y0 0.603 0.035 17.131 0.000 Y1 0.406 0.015 27.970 0.000 Y2 0.508 0.019 26.257 0.000 Y3 0.567 0.022 25.932 0.000 Y4 0.476 0.029 16.272 0.000 Y5 0.454 0.114 3.979 0.000 Class 2 Observed Two-Tailed Variable Estimate S.E. Est./S.E. P-Value D1 0.027 0.013 2.133 0.033 D2 0.027 0.013 2.133 0.033 D3 0.027 0.013 2.133 0.033 D4 0.027 0.013 2.133 0.033 D5 0.027 0.013 2.133 0.033 Y0 0.603 0.035 17.131 0.000 Y1 0.406 0.015 27.970 0.000 Y2 0.508 0.019 26.257 0.000 Y3 0.567 0.022 25.932 0.000 Y4 0.476 0.029 16.272 0.000 Y5 0.454 0.114 3.979 0.000 Class 3 Observed Two-Tailed Variable Estimate S.E. Est./S.E. P-Value D1 0.027 0.013 2.133 0.033 D2 0.027 0.013 2.133 0.033 D3 0.027 0.013 2.133 0.033 D4 0.027 0.013 2.133 0.033 D5 0.027 0.013 2.133 0.033 Y0 0.603 0.035 17.131 0.000 Y1 0.406 0.015 27.970 0.000 Y2 0.508 0.019 26.257 0.000 Y3 0.567 0.022 25.932 0.000 Y4 0.476 0.029 16.272 0.000 Y5 0.454 0.114 3.979 0.000 Class 4 Observed Two-Tailed Variable Estimate S.E. Est./S.E. P-Value D1 0.027 0.013 2.133 0.033 D2 0.027 0.013 2.133 0.033 D3 0.027 0.013 2.133 0.033 D4 0.027 0.013 2.133 0.033 D5 0.027 0.013 2.133 0.033 Y0 0.603 0.035 17.131 0.000 Y1 0.406 0.015 27.970 0.000 Y2 0.508 0.019 26.257 0.000 Y3 0.567 0.022 25.932 0.000 Y4 0.476 0.029 16.272 0.000 Y5 0.454 0.114 3.979 0.000 QUALITY OF NUMERICAL RESULTS Condition Number for the Information Matrix 0.855E-12 (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 15.730 10.170 6.797 5.611 7.934 Model Estimated Means Y5 ________ 1 15.180 Residuals for Means Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 0.071 -0.450 0.511 0.575 -0.337 Residuals for Means Y5 ________ 1 0.562 Model Estimated Covariances Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 10.648 Y1 5.442 15.161 Y2 4.442 6.345 14.543 Y3 3.425 6.012 7.581 14.347 Y4 1.865 4.532 6.260 7.050 13.588 Y5 0.265 1.875 3.012 3.677 3.788 Model Estimated Covariances Y5 ________ Y5 6.245 Residuals for Covariances Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 0.058 Y1 1.137 0.918 Y2 1.229 0.025 -1.963 Y3 3.069 0.767 -1.041 -2.453 Y4 7.446 6.318 4.855 1.287 3.596 Y5 35.463 39.815 22.415 16.447 12.176 Residuals for Covariances Y5 ________ Y5 2.848 ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) FOR CLASS 2 Model Estimated Means Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 16.064 13.611 11.807 10.651 10.133 Model Estimated Means Y5 ________ 1 11.074 Residuals for Means Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 0.151 -0.698 -0.013 0.167 0.281 Residuals for Means Y5 ________ 1 -0.104 Model Estimated Covariances Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 10.648 Y1 5.442 15.161 Y2 4.442 6.345 14.543 Y3 3.425 6.012 7.581 14.347 Y4 1.865 4.532 6.260 7.050 13.588 Y5 0.265 1.875 3.012 3.677 3.788 Model Estimated Covariances Y5 ________ Y5 6.245 Residuals for Covariances Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 -0.188 Y1 -0.179 -1.256 Y2 0.207 -0.669 0.018 Y3 0.051 -1.788 -0.511 0.402 Y4 2.852 -0.054 1.516 -0.631 -0.132 Y5 7.890 5.519 3.623 1.856 0.801 Residuals for Covariances Y5 ________ Y5 0.695 ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) FOR CLASS 3 Model Estimated Means Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 18.162 16.480 15.455 15.087 15.769 Model Estimated Means Y5 ________ 1 17.929 Residuals for Means Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 0.083 -0.504 0.308 0.272 0.103 Residuals for Means Y5 ________ 1 -0.256 Model Estimated Covariances Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 10.648 Y1 5.442 15.161 Y2 4.442 6.345 14.543 Y3 3.425 6.012 7.581 14.347 Y4 1.865 4.532 6.260 7.050 13.588 Y5 0.265 1.875 3.012 3.677 3.788 Model Estimated Covariances Y5 ________ Y5 6.245 Residuals for Covariances Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 -0.175 Y1 1.193 -1.111 Y2 5.352 1.310 0.892 Y3 4.157 2.497 -1.788 0.345 Y4 9.217 9.236 0.381 -5.294 -0.536 Y5 14.958 5.443 1.653 -6.292 -14.196 Residuals for Covariances Y5 ________ Y5 -0.513 ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) FOR CLASS 4 Model Estimated Means Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 15.192 11.761 8.983 6.859 4.898 Model Estimated Means Y5 ________ 1 4.409 Residuals for Means Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ 1 0.332 -1.131 -0.290 0.173 0.639 Residuals for Means Y5 ________ 1 -0.196 Model Estimated Covariances Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 10.648 Y1 5.442 15.161 Y2 4.442 6.345 14.543 Y3 3.425 6.012 7.581 14.347 Y4 1.865 4.532 6.260 7.050 13.588 Y5 0.265 1.875 3.012 3.677 3.788 Model Estimated Covariances Y5 ________ Y5 6.245 Residuals for Covariances Y0 Y1 Y2 Y3 Y4 ________ ________ ________ ________ ________ Y0 -0.352 Y1 0.682 0.418 Y2 -0.463 2.047 1.417 Y3 -1.015 -0.795 -0.798 -0.730 Y4 -0.883 -0.891 -0.982 -1.355 -2.354 Y5 0.625 0.683 0.745 0.556 1.527 Residuals for Covariances Y5 ________ Y5 -0.100 UNIVARIATE DISTRIBUTION FIT FOR CLASS 1 Variable Estimated Residual (Observed-Estimated) D1 Category 1 0.743 0.001 Category 2 0.257 -0.001 D2 Category 1 0.776 0.000 Category 2 0.224 0.000 D3 Category 1 0.746 0.010 Category 2 0.254 -0.010 D4 Category 1 0.548 0.019 Category 2 0.452 -0.019 D5 Category 1 0.189 0.017 Category 2 0.811 -0.017 BIVARIATE DISTRIBUTIONS FIT FOR CLASS 1 Variable Variable Estimated Residual (Observed-Estimated) D1 D2 Category 1 Category 1 0.580 0.196 Category 1 Category 2 0.164 0.060 Category 2 Category 1 0.196 -0.196 Category 2 Category 2 0.060 -0.060 D1 D3 Category 1 Category 1 0.558 0.199 Category 1 Category 2 0.186 0.058 Category 2 Category 1 0.188 -0.188 Category 2 Category 2 0.068 -0.068 D1 D4 Category 1 Category 1 0.412 0.155 Category 1 Category 2 0.332 0.101 Category 2 Category 1 0.137 -0.137 Category 2 Category 2 0.120 -0.120 D1 D5 Category 1 Category 1 0.143 0.063 Category 1 Category 2 0.601 0.193 Category 2 Category 1 0.046 -0.046 Category 2 Category 2 0.211 -0.211 D2 D3 Category 1 Category 1 0.582 0.175 Category 1 Category 2 0.194 0.049 Category 2 Category 1 0.164 -0.164 Category 2 Category 2 0.060 -0.060 D2 D4 Category 1 Category 1 0.429 0.138 Category 1 Category 2 0.347 0.086 Category 2 Category 1 0.119 -0.119 Category 2 Category 2 0.105 -0.105 D2 D5 Category 1 Category 1 0.149 0.057 Category 1 Category 2 0.627 0.167 Category 2 Category 1 0.040 -0.040 Category 2 Category 2 0.184 -0.184 D3 D4 Category 1 Category 1 0.413 0.154 Category 1 Category 2 0.333 0.100 Category 2 Category 1 0.135 -0.135 Category 2 Category 2 0.119 -0.119 D3 D5 Category 1 Category 1 0.143 0.063 Category 1 Category 2 0.603 0.191 Category 2 Category 1 0.045 -0.045 Category 2 Category 2 0.209 -0.209 D4 D5 Category 1 Category 1 0.107 0.099 Category 1 Category 2 0.441 0.353 Category 2 Category 1 0.082 -0.082 Category 2 Category 2 0.370 -0.370 UNIVARIATE DISTRIBUTION FIT FOR CLASS 2 Variable Estimated Residual (Observed-Estimated) D1 Category 1 0.992 0.000 Category 2 0.008 0.000 D2 Category 1 0.975 -0.001 Category 2 0.025 0.001 D3 Category 1 0.935 0.002 Category 2 0.065 -0.002 D4 Category 1 0.814 0.001 Category 2 0.186 -0.001 D5 Category 1 0.650 0.007 Category 2 0.350 -0.007 BIVARIATE DISTRIBUTIONS FIT FOR CLASS 2 Variable Variable Estimated Residual (Observed-Estimated) D1 D2 Category 1 Category 1 0.966 0.008 Category 1 Category 2 0.025 0.001 Category 2 Category 1 0.008 -0.008 Category 2 Category 2 0.000 0.000 D1 D3 Category 1 Category 1 0.927 0.009 Category 1 Category 2 0.064 -0.001 Category 2 Category 1 0.008 -0.008 Category 2 Category 2 0.001 -0.001 D1 D4 Category 1 Category 1 0.808 0.007 Category 1 Category 2 0.184 0.001 Category 2 Category 1 0.007 -0.007 Category 2 Category 2 0.002 -0.002 D1 D5 Category 1 Category 1 0.644 0.013 Category 1 Category 2 0.347 -0.004 Category 2 Category 1 0.005 -0.005 Category 2 Category 2 0.003 -0.003 D2 D3 Category 1 Category 1 0.911 0.025 Category 1 Category 2 0.063 0.000 Category 2 Category 1 0.024 -0.024 Category 2 Category 2 0.002 -0.002 D2 D4 Category 1 Category 1 0.794 0.021 Category 1 Category 2 0.181 0.005 Category 2 Category 1 0.020 -0.020 Category 2 Category 2 0.005 -0.005 D2 D5 Category 1 Category 1 0.634 0.023 Category 1 Category 2 0.341 0.002 Category 2 Category 1 0.016 -0.016 Category 2 Category 2 0.009 -0.009 D3 D4 Category 1 Category 1 0.762 0.053 Category 1 Category 2 0.173 0.012 Category 2 Category 1 0.052 -0.052 Category 2 Category 2 0.013 -0.013 D3 D5 Category 1 Category 1 0.609 0.048 Category 1 Category 2 0.326 0.017 Category 2 Category 1 0.041 -0.041 Category 2 Category 2 0.024 -0.024 D4 D5 Category 1 Category 1 0.532 0.125 Category 1 Category 2 0.282 0.061 Category 2 Category 1 0.118 -0.118 Category 2 Category 2 0.068 -0.068 UNIVARIATE DISTRIBUTION FIT FOR CLASS 3 Variable Estimated Residual (Observed-Estimated) D1 Category 1 0.794 -0.001 Category 2 0.206 0.001 D2 Category 1 0.813 0.006 Category 2 0.187 -0.006 D3 Category 1 0.784 0.004 Category 2 0.216 -0.004 D4 Category 1 0.611 0.007 Category 2 0.389 -0.007 D5 Category 1 0.259 0.016 Category 2 0.741 -0.016 BIVARIATE DISTRIBUTIONS FIT FOR CLASS 3 Variable Variable Estimated Residual (Observed-Estimated) D1 D2 Category 1 Category 1 0.648 0.170 Category 1 Category 2 0.146 0.035 Category 2 Category 1 0.165 -0.165 Category 2 Category 2 0.041 -0.041 D1 D3 Category 1 Category 1 0.625 0.163 Category 1 Category 2 0.169 0.043 Category 2 Category 1 0.159 -0.159 Category 2 Category 2 0.047 -0.047 D1 D4 Category 1 Category 1 0.489 0.129 Category 1 Category 2 0.305 0.076 Category 2 Category 1 0.122 -0.122 Category 2 Category 2 0.083 -0.083 D1 D5 Category 1 Category 1 0.208 0.066 Category 1 Category 2 0.586 0.139 Category 2 Category 1 0.050 -0.050 Category 2 Category 2 0.155 -0.155 D2 D3 Category 1 Category 1 0.640 0.148 Category 1 Category 2 0.173 0.039 Category 2 Category 1 0.144 -0.144 Category 2 Category 2 0.043 -0.043 D2 D4 Category 1 Category 1 0.500 0.118 Category 1 Category 2 0.313 0.069 Category 2 Category 1 0.111 -0.111 Category 2 Category 2 0.076 -0.076 D2 D5 Category 1 Category 1 0.213 0.061 Category 1 Category 2 0.600 0.125 Category 2 Category 1 0.046 -0.046 Category 2 Category 2 0.141 -0.141 D3 D4 Category 1 Category 1 0.483 0.136 Category 1 Category 2 0.301 0.080 Category 2 Category 1 0.129 -0.129 Category 2 Category 2 0.088 -0.088 D3 D5 Category 1 Category 1 0.206 0.069 Category 1 Category 2 0.578 0.147 Category 2 Category 1 0.053 -0.053 Category 2 Category 2 0.163 -0.163 D4 D5 Category 1 Category 1 0.162 0.112 Category 1 Category 2 0.449 0.276 Category 2 Category 1 0.097 -0.097 Category 2 Category 2 0.292 -0.292 UNIVARIATE DISTRIBUTION FIT FOR CLASS 4 Variable Estimated Residual (Observed-Estimated) D1 Category 1 0.999 0.000 Category 2 0.001 0.000 D2 Category 1 1.000 0.000 Category 2 0.000 0.000 D3 Category 1 1.000 0.000 Category 2 0.000 0.000 D4 Category 1 1.000 0.000 Category 2 0.000 0.000 D5 Category 1 0.727 0.000 Category 2 0.273 0.000 BIVARIATE DISTRIBUTIONS FIT FOR CLASS 4 Variable Variable Estimated Residual (Observed-Estimated) D1 D2 Category 1 Category 1 0.999 0.001 Category 1 Category 2 0.000 0.000 Category 2 Category 1 0.001 -0.001 Category 2 Category 2 0.000 0.000 D1 D3 Category 1 Category 1 0.999 0.001 Category 1 Category 2 0.000 0.000 Category 2 Category 1 0.001 -0.001 Category 2 Category 2 0.000 0.000 D1 D4 Category 1 Category 1 0.999 0.001 Category 1 Category 2 0.000 0.000 Category 2 Category 1 0.001 -0.001 Category 2 Category 2 0.000 0.000 D1 D5 Category 1 Category 1 0.726 0.001 Category 1 Category 2 0.273 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 D2 D3 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 D2 D4 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 D2 D5 Category 1 Category 1 0.727 0.000 Category 1 Category 2 0.273 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 D3 D4 Category 1 Category 1 1.000 0.000 Category 1 Category 2 0.000 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 D3 D5 Category 1 Category 1 0.727 0.000 Category 1 Category 2 0.273 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 D4 D5 Category 1 Category 1 0.727 0.000 Category 1 Category 2 0.273 0.000 Category 2 Category 1 0.000 0.000 Category 2 Category 2 0.000 0.000 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 ________ ________ ________ D1 0 0 0 D2 0 0 0 D3 0 0 0 D4 0 0 0 D5 0 0 0 Y0 0 0 0 Y1 0 0 0 Y2 0 0 0 Y3 0 0 0 Y4 0 0 0 Y5 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 1 Y1 0 2 Y2 0 0 3 Y3 0 0 0 4 Y4 0 0 0 0 5 Y5 0 0 0 0 0 THETA Y5 ________ Y5 6 ALPHA I S Q D1 D2 ________ ________ ________ ________ ________ 1 7 8 9 0 0 ALPHA D3 D4 D5 ________ ________ ________ 1 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 10 0 0 0 0 D2 10 0 0 0 0 D3 10 0 0 0 0 D4 10 0 0 0 0 D5 10 0 0 0 0 BETA D3 D4 D5 ________ ________ ________ I 0 0 0 S 0 0 0 Q 0 0 0 D1 0 0 0 D2 0 0 0 D3 0 0 0 D4 0 0 0 D5 0 0 0 PSI I S Q D1 D2 ________ ________ ________ ________ ________ I 11 S 12 13 Q 14 15 16 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 PSI D3 D4 D5 ________ ________ ________ D3 0 D4 0 0 D5 0 0 0 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 ________ ________ ________ D1 0 0 0 D2 0 0 0 D3 0 0 0 D4 0 0 0 D5 0 0 0 Y0 0 0 0 Y1 0 0 0 Y2 0 0 0 Y3 0 0 0 Y4 0 0 0 Y5 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 1 Y1 0 2 Y2 0 0 3 Y3 0 0 0 4 Y4 0 0 0 0 5 Y5 0 0 0 0 0 THETA Y5 ________ Y5 6 ALPHA I S Q D1 D2 ________ ________ ________ ________ ________ 1 17 18 19 0 0 ALPHA D3 D4 D5 ________ ________ ________ 1 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 10 0 0 0 0 D2 10 0 0 0 0 D3 10 0 0 0 0 D4 10 0 0 0 0 D5 10 0 0 0 0 BETA D3 D4 D5 ________ ________ ________ I 0 0 0 S 0 0 0 Q 0 0 0 D1 0 0 0 D2 0 0 0 D3 0 0 0 D4 0 0 0 D5 0 0 0 PSI I S Q D1 D2 ________ ________ ________ ________ ________ I 11 S 12 13 Q 14 15 16 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 PSI D3 D4 D5 ________ ________ ________ D3 0 D4 0 0 D5 0 0 0 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 ________ ________ ________ D1 0 0 0 D2 0 0 0 D3 0 0 0 D4 0 0 0 D5 0 0 0 Y0 0 0 0 Y1 0 0 0 Y2 0 0 0 Y3 0 0 0 Y4 0 0 0 Y5 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 1 Y1 0 2 Y2 0 0 3 Y3 0 0 0 4 Y4 0 0 0 0 5 Y5 0 0 0 0 0 THETA Y5 ________ Y5 6 ALPHA I S Q D1 D2 ________ ________ ________ ________ ________ 1 20 21 22 0 0 ALPHA D3 D4 D5 ________ ________ ________ 1 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 10 0 0 0 0 D2 10 0 0 0 0 D3 10 0 0 0 0 D4 10 0 0 0 0 D5 10 0 0 0 0 BETA D3 D4 D5 ________ ________ ________ I 0 0 0 S 0 0 0 Q 0 0 0 D1 0 0 0 D2 0 0 0 D3 0 0 0 D4 0 0 0 D5 0 0 0 PSI I S Q D1 D2 ________ ________ ________ ________ ________ I 11 S 12 13 Q 14 15 16 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 PSI D3 D4 D5 ________ ________ ________ D3 0 D4 0 0 D5 0 0 0 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 ________ ________ ________ D1 0 0 0 D2 0 0 0 D3 0 0 0 D4 0 0 0 D5 0 0 0 Y0 0 0 0 Y1 0 0 0 Y2 0 0 0 Y3 0 0 0 Y4 0 0 0 Y5 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 1 Y1 0 2 Y2 0 0 3 Y3 0 0 0 4 Y4 0 0 0 0 5 Y5 0 0 0 0 0 THETA Y5 ________ Y5 6 ALPHA I S Q D1 D2 ________ ________ ________ ________ ________ 1 23 24 25 0 0 ALPHA D3 D4 D5 ________ ________ ________ 1 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 10 0 0 0 0 D2 10 0 0 0 0 D3 10 0 0 0 0 D4 10 0 0 0 0 D5 10 0 0 0 0 BETA D3 D4 D5 ________ ________ ________ I 0 0 0 S 0 0 0 Q 0 0 0 D1 0 0 0 D2 0 0 0 D3 0 0 0 D4 0 0 0 D5 0 0 0 PSI I S Q D1 D2 ________ ________ ________ ________ ________ I 11 S 12 13 Q 14 15 16 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 PSI D3 D4 D5 ________ ________ ________ D3 0 D4 0 0 D5 0 0 0 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 26 27 28 29 30 TAU(U) FOR LATENT CLASS 2 D1$1 D2$1 D3$1 D4$1 D5$1 ________ ________ ________ ________ ________ 1 31 32 33 34 35 TAU(U) FOR LATENT CLASS 3 D1$1 D2$1 D3$1 D4$1 D5$1 ________ ________ ________ ________ ________ 1 36 37 38 39 40 TAU(U) FOR LATENT CLASS 4 D1$1 D2$1 D3$1 D4$1 D5$1 ________ ________ ________ ________ ________ 1 41 42 43 44 45 PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART ALPHA(C) C#1 C#2 C#3 C#4 ________ ________ ________ ________ 1 46 47 48 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 ________ ________ ________ C#1 0 0 0 C#2 0 0 0 C#3 0 0 0 C#4 0 0 0 PARAMETER SPECIFICATION FOR THE ADDITIONAL PARAMETERS NEW/ADDITIONAL PARAMETERS G1 G12 G2 G22 G3 ________ ________ ________ ________ ________ 1 49 50 51 52 53 NEW/ADDITIONAL PARAMETERS G32 G4 G42 ________ ________ ________ 1 54 55 56 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 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 LAMBDA D3 D4 D5 ________ ________ ________ D1 0.000 0.000 0.000 D2 0.000 0.000 0.000 D3 1.000 0.000 0.000 D4 0.000 1.000 0.000 D5 0.000 0.000 1.000 Y0 0.000 0.000 0.000 Y1 0.000 0.000 0.000 Y2 0.000 0.000 0.000 Y3 0.000 0.000 0.000 Y4 0.000 0.000 0.000 Y5 0.000 0.000 0.000 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 5.832 Y1 0.000 10.081 Y2 0.000 0.000 11.830 Y3 0.000 0.000 0.000 12.155 Y4 0.000 0.000 0.000 0.000 12.616 Y5 0.000 0.000 0.000 0.000 0.000 THETA Y5 ________ Y5 12.016 ALPHA I S Q D1 D2 ________ ________ ________ ________ ________ 1 15.896 -17.988 10.275 0.000 0.000 ALPHA D3 D4 D5 ________ ________ ________ 1 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 BETA D3 D4 D5 ________ ________ ________ I 0.000 0.000 0.000 S 0.000 0.000 0.000 Q 0.000 0.000 0.000 D1 0.000 0.000 0.000 D2 0.000 0.000 0.000 D3 0.000 0.000 0.000 D4 0.000 0.000 0.000 D5 0.000 0.000 0.000 PSI I S Q D1 D2 ________ ________ ________ ________ ________ I 11.807 S 0.000 203.468 Q 0.000 0.000 233.785 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 PSI D3 D4 D5 ________ ________ ________ D3 1.000 D4 0.000 1.000 D5 0.000 0.000 1.000 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 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 LAMBDA D3 D4 D5 ________ ________ ________ D1 0.000 0.000 0.000 D2 0.000 0.000 0.000 D3 1.000 0.000 0.000 D4 0.000 1.000 0.000 D5 0.000 0.000 1.000 Y0 0.000 0.000 0.000 Y1 0.000 0.000 0.000 Y2 0.000 0.000 0.000 Y3 0.000 0.000 0.000 Y4 0.000 0.000 0.000 Y5 0.000 0.000 0.000 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 5.832 Y1 0.000 10.081 Y2 0.000 0.000 11.830 Y3 0.000 0.000 0.000 12.155 Y4 0.000 0.000 0.000 0.000 12.616 Y5 0.000 0.000 0.000 0.000 0.000 THETA Y5 ________ Y5 12.016 ALPHA I S Q D1 D2 ________ ________ ________ ________ ________ 1 15.896 -17.988 10.275 0.000 0.000 ALPHA D3 D4 D5 ________ ________ ________ 1 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 BETA D3 D4 D5 ________ ________ ________ I 0.000 0.000 0.000 S 0.000 0.000 0.000 Q 0.000 0.000 0.000 D1 0.000 0.000 0.000 D2 0.000 0.000 0.000 D3 0.000 0.000 0.000 D4 0.000 0.000 0.000 D5 0.000 0.000 0.000 PSI I S Q D1 D2 ________ ________ ________ ________ ________ I 11.807 S 0.000 203.468 Q 0.000 0.000 233.785 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 PSI D3 D4 D5 ________ ________ ________ D3 1.000 D4 0.000 1.000 D5 0.000 0.000 1.000 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 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 LAMBDA D3 D4 D5 ________ ________ ________ D1 0.000 0.000 0.000 D2 0.000 0.000 0.000 D3 1.000 0.000 0.000 D4 0.000 1.000 0.000 D5 0.000 0.000 1.000 Y0 0.000 0.000 0.000 Y1 0.000 0.000 0.000 Y2 0.000 0.000 0.000 Y3 0.000 0.000 0.000 Y4 0.000 0.000 0.000 Y5 0.000 0.000 0.000 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 5.832 Y1 0.000 10.081 Y2 0.000 0.000 11.830 Y3 0.000 0.000 0.000 12.155 Y4 0.000 0.000 0.000 0.000 12.616 Y5 0.000 0.000 0.000 0.000 0.000 THETA Y5 ________ Y5 12.016 ALPHA I S Q D1 D2 ________ ________ ________ ________ ________ 1 15.896 -17.988 10.275 0.000 0.000 ALPHA D3 D4 D5 ________ ________ ________ 1 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 BETA D3 D4 D5 ________ ________ ________ I 0.000 0.000 0.000 S 0.000 0.000 0.000 Q 0.000 0.000 0.000 D1 0.000 0.000 0.000 D2 0.000 0.000 0.000 D3 0.000 0.000 0.000 D4 0.000 0.000 0.000 D5 0.000 0.000 0.000 PSI I S Q D1 D2 ________ ________ ________ ________ ________ I 11.807 S 0.000 203.468 Q 0.000 0.000 233.785 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 PSI D3 D4 D5 ________ ________ ________ D3 1.000 D4 0.000 1.000 D5 0.000 0.000 1.000 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 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 LAMBDA D3 D4 D5 ________ ________ ________ D1 0.000 0.000 0.000 D2 0.000 0.000 0.000 D3 1.000 0.000 0.000 D4 0.000 1.000 0.000 D5 0.000 0.000 1.000 Y0 0.000 0.000 0.000 Y1 0.000 0.000 0.000 Y2 0.000 0.000 0.000 Y3 0.000 0.000 0.000 Y4 0.000 0.000 0.000 Y5 0.000 0.000 0.000 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 5.832 Y1 0.000 10.081 Y2 0.000 0.000 11.830 Y3 0.000 0.000 0.000 12.155 Y4 0.000 0.000 0.000 0.000 12.616 Y5 0.000 0.000 0.000 0.000 0.000 THETA Y5 ________ Y5 12.016 ALPHA I S Q D1 D2 ________ ________ ________ ________ ________ 1 15.896 -17.988 10.275 0.000 0.000 ALPHA D3 D4 D5 ________ ________ ________ 1 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 BETA D3 D4 D5 ________ ________ ________ I 0.000 0.000 0.000 S 0.000 0.000 0.000 Q 0.000 0.000 0.000 D1 0.000 0.000 0.000 D2 0.000 0.000 0.000 D3 0.000 0.000 0.000 D4 0.000 0.000 0.000 D5 0.000 0.000 0.000 PSI I S Q D1 D2 ________ ________ ________ ________ ________ I 11.807 S 0.000 203.468 Q 0.000 0.000 233.785 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 PSI D3 D4 D5 ________ ________ ________ D3 1.000 D4 0.000 1.000 D5 0.000 0.000 1.000 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 1.154 1.408 1.306 0.657 -0.542 TAU(U) FOR LATENT CLASS 2 D1$1 D2$1 D3$1 D4$1 D5$1 ________ ________ ________ ________ ________ 1 2.154 2.408 2.306 1.657 0.458 TAU(U) FOR LATENT CLASS 3 D1$1 D2$1 D3$1 D4$1 D5$1 ________ ________ ________ ________ ________ 1 2.154 2.408 2.306 1.657 0.458 TAU(U) FOR LATENT CLASS 4 D1$1 D2$1 D3$1 D4$1 D5$1 ________ ________ ________ ________ ________ 1 3.154 3.408 3.306 2.657 1.458 STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART ALPHA(C) C#1 C#2 C#3 C#4 ________ ________ ________ ________ 1 0.000 0.000 0.000 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 ________ ________ ________ C#1 0.000 0.000 0.000 C#2 0.000 0.000 0.000 C#3 0.000 0.000 0.000 C#4 0.000 0.000 0.000 STARTING VALUES FOR THE ADDITIONAL PARAMETERS NEW/ADDITIONAL PARAMETERS G1 G12 G2 G22 G3 ________ ________ ________ ________ ________ 1 0.500 0.500 0.500 0.500 0.500 NEW/ADDITIONAL PARAMETERS G32 G4 G42 ________ ________ ________ 1 0.500 0.500 0.500 SAMPLE STATISTICS FOR ESTIMATED FACTOR SCORES SAMPLE STATISTICS Means I S Q C_I C_S ________ ________ ________ ________ ________ 1 16.223 -18.416 11.901 16.213 -18.361 Means C_Q ________ 1 11.829 Covariances I S Q C_I C_S ________ ________ ________ ________ ________ I 5.587 S 4.619 61.572 Q -4.006 -46.216 45.037 C_I 5.692 4.599 -3.924 5.840 C_S 6.060 67.708 -53.485 6.027 89.060 C_Q -4.782 -50.886 51.381 -4.546 -71.636 Covariances C_Q ________ C_Q 70.376 Correlations I S Q C_I C_S ________ ________ ________ ________ ________ I 1.000 S 0.249 1.000 Q -0.253 -0.878 1.000 C_I 0.996 0.243 -0.242 1.000 C_S 0.272 0.914 -0.845 0.264 1.000 C_Q -0.241 -0.773 0.913 -0.224 -0.905 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 Item characteristic curves Information curves Observed individual values Estimated means and observed individual values Beginning Time: 11:34:04 Ending Time: 11:52:05 Elapsed Time: 00:18:01 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