Mplus VERSION 7.1 MUTHEN & MUTHEN 05/28/2013 11:54 AM INPUT INSTRUCTIONS title: current drinker data data: file = bengtcurrent.dat; format = 156f1.0 f3.0 f4.0 3f6.0 f13.0; variable: names = ya11-ya14 yatwo1-yatwo8 yatwo10 yatwo11 ya31-ya32 ya41-ya42 ya51-ya52 ya61-ya62 ya71-ya73 yb11 yb12 yb21-yb23 yb31 yb41 yb42 ydep1-ydep7 yabu1-yabu4 t12dep1-t12dep7 m12ab1-m12ab4 m12dep1 !list corrected 1/03/05 m12dep3-m12dep7 c12ab1-c12ab4 c12dep1-c12dep7 polydep1 poldep2w poldep2r polydep3-polydep7 polyabu1-polyabu4 polytab1 poltab2w poltab2r polytab3-polytab7 x4aq1 x4aq2 mdepsym3-mdepsym9 antisym1-antisym7 male educ2 dropa dropb hs coll mstat3 previous single agec age3044 age4564 age65 eth2a black native asian hisp incfam3 inca incb incc alfh4 fh2nd fh1st fhall age15m age15 treat liver consumer smoker s3bq1a5 s3bq1a6 dgstatus adx12 adx12p t12mdx t12mdxp tlifedx mar12ad mar12adp coc12ad coc12adp dep12 dep12p deplife antidx age famincat idnum psu stratum swght; weight = swght; strat = stratum; cluster= psu; idvariable = idnum; usev = ydep1-yabu4; useobs = male eq 1 and native ne 1 and asian ne 1 and hisp ne 1; categorical = ydep1-yabu4; class = c(2); knownclass = c (black = 0 1); ! grouping = black (0=nonblack 1=black); ANALYSIS: type = complex mixture; estimator = mlr; processor = 8; model = configural metric scalar; model: %overall% g by ydep1-yabu4*; dep by ydep1-ydep7*; abu by yabu1-yabu4*; g-abu@1; g with dep-abu@0; ! [g-abu@0]; output: tech1 tech4 tech8 stdy modindices(all 0); *** WARNING in VARIABLE command When a subpopulation is analyzed with TYPE=COMPLEX, standard errors may be incorrect. Use the SUBPOPULATION option instead of the USEOBSERVATIONS option to obtain correct standard errors. *** WARNING in OUTPUT command MODINDICES option is not available when performing measurement invariance testing with multiple models with the MODEL option of the ANALYSIS command. Request for MODINDICES is ignored. *** WARNING in OUTPUT command STANDARDIZED (STD, STDY, STDYX) options are not available when performing measurement invariance testing with multiple models with the MODEL option of the ANALYSIS command. Request for STANDARDIZED (STD, STDY, STDYX) is ignored. 3 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS current drinker data SUMMARY OF ANALYSIS Number of groups 1 Number of observations 9852 Number of dependent variables 11 Number of independent variables 0 Number of continuous latent variables 3 Number of categorical latent variables 1 Observed dependent variables Binary and ordered categorical (ordinal) YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 YDEP6 YDEP7 YABU1 YABU2 YABU3 YABU4 Continuous latent variables G DEP ABU Categorical latent variables C Knownclass C Variables with special functions Stratification STRATUM Cluster variable PSU Weight variable SWGHT ID variable IDNUM Estimator MLR Information matrix OBSERVED Optimization Specifications for the Quasi-Newton Algorithm for Continuous Outcomes Maximum number of iterations 100 Convergence criterion 0.100D-05 Optimization Specifications for the EM Algorithm Maximum number of iterations 500 Convergence criteria Loglikelihood change 0.100D-02 Relative loglikelihood change 0.100D-05 Derivative 0.100D-02 Optimization Specifications for the M step of the EM Algorithm for Categorical Latent variables Number of M step iterations 1 M step convergence criterion 0.100D-02 Basis for M step termination ITERATION Optimization Specifications for the M step of the EM Algorithm for Censored, Binary or Ordered Categorical (Ordinal), Unordered Categorical (Nominal) and Count Outcomes Number of M step iterations 1 M step convergence criterion 0.100D-02 Basis for M step termination ITERATION Maximum value for logit thresholds 15 Minimum value for logit thresholds -15 Minimum expected cell size for chi-square 0.100D-01 Optimization algorithm EMA Integration Specifications Type STANDARD Number of integration points 15 Dimensions of numerical integration 3 Adaptive quadrature ON Link LOGIT Cholesky ON Input data file(s) bengtcurrent.dat Input data format (156F1.0 F3.0 F4.0 3F6.0 F13.0) SUMMARY OF DATA Number of strata 370 Number of clusters 435 UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES YDEP1 Category 1 0.908 8947.883 Category 2 0.092 904.134 YDEP2 Category 1 0.920 9065.074 Category 2 0.080 786.952 YDEP3 Category 1 0.860 8468.251 Category 2 0.140 1383.764 YDEP4 Category 1 0.886 8731.020 Category 2 0.114 1120.999 YDEP5 Category 1 0.964 9495.137 Category 2 0.036 356.881 YDEP6 Category 1 0.989 9742.938 Category 2 0.011 109.073 YDEP7 Category 1 0.947 9328.939 Category 2 0.053 523.077 YABU1 Category 1 0.987 9721.042 Category 2 0.013 130.970 YABU2 Category 1 0.863 8503.089 Category 2 0.137 1348.922 YABU3 Category 1 0.988 9730.188 Category 2 0.012 121.822 YABU4 Category 1 0.966 9520.992 Category 2 0.034 331.027 MODEL FIT INFORMATION Invariance Testing Number of Model Parameters Loglikelihood Configural 69 -21665.014 Metric 50 -21681.061 Scalar 42 -21690.518 Degrees of Models Compared Chi-square Freedom P-value Metric against Configural 38.707 19 0.0048 Scalar against Configural 44.567 27 0.0181 Scalar against Metric 9.989 8 0.2658 MODEL FIT INFORMATION FOR THE CONFIGURAL MODEL Number of Free Parameters 69 Loglikelihood H0 Value -21665.014 H0 Scaling Correction Factor 1.3914 for MLR Information Criteria Akaike (AIC) 43468.029 Bayesian (BIC) 43964.514 Sample-Size Adjusted BIC 43745.242 (n* = (n + 2) / 24) Chi-Square Test of Model Fit for the Binary and Ordered Categorical (Ordinal) Outcomes** Pearson Chi-Square Value 3230.640 Degrees of Freedom 4018 P-Value 1.0000 Likelihood Ratio Chi-Square Value 2472.458 Degrees of Freedom 4018 P-Value 1.0000 ** Of the 2048 cells in the latent class indicator table, 6 were deleted in the calculation of chi-square due to extreme values. MODEL FIT INFORMATION FOR THE METRIC MODEL Number of Free Parameters 50 Loglikelihood H0 Value -21681.061 H0 Scaling Correction Factor 1.6051 for MLR Information Criteria Akaike (AIC) 43462.122 Bayesian (BIC) 43821.893 Sample-Size Adjusted BIC 43663.001 (n* = (n + 2) / 24) Chi-Square Test of Model Fit for the Binary and Ordered Categorical (Ordinal) Outcomes** Pearson Chi-Square Value 3265.580 Degrees of Freedom 4037 P-Value 1.0000 Likelihood Ratio Chi-Square Value 2493.121 Degrees of Freedom 4037 P-Value 1.0000 ** Of the 2048 cells in the latent class indicator table, 5 were deleted in the calculation of chi-square due to extreme values. MODEL FIT INFORMATION FOR THE SCALAR MODEL Number of Free Parameters 42 Loglikelihood H0 Value -21690.518 H0 Scaling Correction Factor 1.5501 for MLR Information Criteria Akaike (AIC) 43465.037 Bayesian (BIC) 43767.245 Sample-Size Adjusted BIC 43633.775 (n* = (n + 2) / 24) Chi-Square Test of Model Fit for the Binary and Ordered Categorical (Ordinal) Outcomes** Pearson Chi-Square Value 3452.983 Degrees of Freedom 4046 P-Value 1.0000 Likelihood Ratio Chi-Square Value 2505.005 Degrees of Freedom 4046 P-Value 1.0000 ** Of the 2048 cells in the latent class indicator table, 5 were deleted in the calculation of chi-square due to extreme values. FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES BASED ON THE ESTIMATED MODEL Latent Classes 1 8798.08837 0.89303 2 1053.91163 0.10697 MODEL RESULTS FOR THE CONFIGURAL MODEL Two-Tailed Estimate S.E. Est./S.E. P-Value Latent Class 1 (0) G BY YDEP1 1.826 0.421 4.340 0.000 YDEP2 2.483 0.329 7.548 0.000 YDEP3 2.593 0.507 5.112 0.000 YDEP4 1.971 0.343 5.752 0.000 YDEP5 3.475 0.605 5.740 0.000 YDEP6 4.153 0.708 5.865 0.000 YDEP7 3.301 0.418 7.889 0.000 YABU1 4.277 0.667 6.414 0.000 YABU2 1.686 0.926 1.820 0.069 YABU3 1.730 0.446 3.879 0.000 YABU4 3.101 0.549 5.645 0.000 DEP BY YDEP1 1.576 0.529 2.980 0.003 YDEP2 1.614 0.489 3.301 0.001 YDEP3 2.352 0.585 4.020 0.000 YDEP4 0.810 0.499 1.623 0.105 YDEP5 2.812 0.743 3.784 0.000 YDEP6 1.849 0.780 2.370 0.018 YDEP7 1.700 0.670 2.539 0.011 ABU BY YABU1 1.888 0.788 2.396 0.017 YABU2 2.979 1.358 2.194 0.028 YABU3 1.477 0.647 2.283 0.022 YABU4 1.857 0.833 2.229 0.026 G WITH DEP 0.000 0.000 999.000 999.000 ABU 0.000 0.000 999.000 999.000 ABU WITH DEP 0.874 0.075 11.737 0.000 Means G 0.000 0.000 999.000 999.000 DEP 0.000 0.000 999.000 999.000 ABU 0.000 0.000 999.000 999.000 Thresholds YDEP1$1 4.006 0.157 25.568 0.000 YDEP2$1 4.856 0.202 24.028 0.000 YDEP3$1 4.239 0.216 19.663 0.000 YDEP4$1 3.465 0.185 18.724 0.000 YDEP5$1 8.611 0.504 17.072 0.000 YDEP6$1 11.119 1.418 7.841 0.000 YDEP7$1 6.673 0.445 14.980 0.000 YABU1$1 11.053 1.466 7.539 0.000 YABU2$1 4.177 1.509 2.768 0.006 YABU3$1 6.608 0.330 19.994 0.000 YABU4$1 7.434 0.439 16.946 0.000 Variances G 1.000 0.000 999.000 999.000 DEP 1.000 0.000 999.000 999.000 ABU 1.000 0.000 999.000 999.000 Latent Class 2 (1) G BY YDEP1 1.948 0.318 6.121 0.000 YDEP2 2.288 0.428 5.341 0.000 YDEP3 2.456 0.281 8.755 0.000 YDEP4 1.720 0.215 8.017 0.000 YDEP5 4.020 1.024 3.924 0.000 YDEP6 4.721 1.905 2.478 0.013 YDEP7 3.118 0.540 5.776 0.000 YABU1 4.173 1.348 3.096 0.002 YABU2 2.045 0.330 6.191 0.000 YABU3 15.587 2.748 5.673 0.000 YABU4 3.956 0.991 3.991 0.000 DEP BY YDEP1 1.596 0.502 3.180 0.001 YDEP2 0.654 0.391 1.674 0.094 YDEP3 1.092 0.316 3.458 0.001 YDEP4 0.697 0.240 2.900 0.004 YDEP5 3.000 1.359 2.209 0.027 YDEP6 0.254 0.790 0.321 0.748 YDEP7 1.788 0.610 2.934 0.003 ABU BY YABU1 0.306 0.653 0.468 0.640 YABU2 1.114 0.404 2.756 0.006 YABU3 25.371 2.266 11.197 0.000 YABU4 -0.011 0.570 -0.019 0.985 G WITH DEP 0.000 0.000 999.000 999.000 ABU 0.000 0.000 999.000 999.000 ABU WITH DEP 0.355 0.260 1.365 0.172 Means G 0.000 0.000 999.000 999.000 DEP 0.000 0.000 999.000 999.000 ABU 0.000 0.000 999.000 999.000 Thresholds YDEP1$1 3.960 0.482 8.222 0.000 YDEP2$1 4.312 0.484 8.909 0.000 YDEP3$1 3.621 0.320 11.305 0.000 YDEP4$1 2.309 0.137 16.901 0.000 YDEP5$1 9.736 2.427 4.011 0.000 YDEP6$1 11.020 3.612 3.051 0.002 YDEP7$1 6.438 0.789 8.155 0.000 YABU1$1 9.709 2.305 4.213 0.000 YABU2$1 3.583 0.379 9.450 0.000 YABU3$1 64.481 0.000 999.000 999.000 YABU4$1 7.524 1.547 4.862 0.000 Variances G 1.000 0.000 999.000 999.000 DEP 1.000 0.000 999.000 999.000 ABU 1.000 0.000 999.000 999.000 Categorical Latent Variables Means C#1 2.122 0.075 28.465 0.000 MODEL RESULTS FOR THE METRIC MODEL Two-Tailed Estimate S.E. Est./S.E. P-Value Latent Class 1 (0) G BY YDEP1 1.658 0.277 5.992 0.000 YDEP2 2.133 0.182 11.701 0.000 YDEP3 2.359 0.296 7.964 0.000 YDEP4 1.372 0.094 14.537 0.000 YDEP5 3.029 0.242 12.510 0.000 YDEP6 3.814 0.655 5.825 0.000 YDEP7 2.630 0.234 11.218 0.000 YABU1 4.024 1.028 3.913 0.000 YABU2 1.488 0.143 10.401 0.000 YABU3 1.484 0.220 6.734 0.000 YABU4 2.552 0.228 11.193 0.000 DEP BY YDEP1 2.611 1.215 2.148 0.032 YDEP2 1.322 0.300 4.405 0.000 YDEP3 1.759 0.633 2.777 0.005 YDEP4 1.096 0.307 3.570 0.000 YDEP5 2.665 0.550 4.848 0.000 YDEP6 0.904 0.397 2.279 0.023 YDEP7 1.530 0.401 3.819 0.000 ABU BY YABU1 0.556 0.403 1.380 0.168 YABU2 1.059 0.614 1.724 0.085 YABU3 1.829 0.783 2.334 0.020 YABU4 1.528 0.375 4.077 0.000 G WITH DEP 0.000 0.000 999.000 999.000 ABU 0.000 0.000 999.000 999.000 ABU WITH DEP 0.615 0.334 1.839 0.066 Means G 0.000 0.000 999.000 999.000 DEP 0.000 0.000 999.000 999.000 ABU 0.000 0.000 999.000 999.000 Thresholds YDEP1$1 4.519 0.703 6.424 0.000 YDEP2$1 4.852 0.216 22.416 0.000 YDEP3$1 4.093 0.186 22.016 0.000 YDEP4$1 3.305 0.104 31.744 0.000 YDEP5$1 8.511 0.501 17.000 0.000 YDEP6$1 12.209 1.956 6.243 0.000 YDEP7$1 6.543 0.422 15.510 0.000 YABU1$1 12.407 2.768 4.483 0.000 YABU2$1 3.120 0.240 13.004 0.000 YABU3$1 7.563 1.096 6.901 0.000 YABU4$1 7.667 0.644 11.901 0.000 Variances G 1.729 0.184 9.394 0.000 DEP 0.509 0.319 1.596 0.110 ABU 1.233 0.537 2.295 0.022 Latent Class 2 (1) G BY YDEP1 1.658 0.277 5.992 0.000 YDEP2 2.133 0.182 11.701 0.000 YDEP3 2.359 0.296 7.964 0.000 YDEP4 1.372 0.094 14.537 0.000 YDEP5 3.029 0.242 12.510 0.000 YDEP6 3.814 0.655 5.825 0.000 YDEP7 2.630 0.234 11.218 0.000 YABU1 4.024 1.028 3.913 0.000 YABU2 1.488 0.143 10.401 0.000 YABU3 1.484 0.220 6.734 0.000 YABU4 2.552 0.228 11.193 0.000 DEP BY YDEP1 2.611 1.215 2.148 0.032 YDEP2 1.322 0.300 4.405 0.000 YDEP3 1.759 0.633 2.777 0.005 YDEP4 1.096 0.307 3.570 0.000 YDEP5 2.665 0.550 4.848 0.000 YDEP6 0.904 0.397 2.279 0.023 YDEP7 1.530 0.401 3.819 0.000 ABU BY YABU1 0.556 0.403 1.380 0.168 YABU2 1.059 0.614 1.724 0.085 YABU3 1.829 0.783 2.334 0.020 YABU4 1.528 0.375 4.077 0.000 G WITH DEP 0.000 0.000 999.000 999.000 ABU 0.000 0.000 999.000 999.000 ABU WITH DEP 0.766 0.120 6.365 0.000 Means G 0.000 0.000 999.000 999.000 DEP 0.000 0.000 999.000 999.000 ABU 0.000 0.000 999.000 999.000 Thresholds YDEP1$1 4.600 1.281 3.591 0.000 YDEP2$1 4.486 0.272 16.491 0.000 YDEP3$1 3.881 0.301 12.872 0.000 YDEP4$1 2.244 0.134 16.762 0.000 YDEP5$1 8.123 0.729 11.147 0.000 YDEP6$1 9.604 1.307 7.349 0.000 YDEP7$1 5.699 0.343 16.619 0.000 YABU1$1 9.686 1.998 4.848 0.000 YABU2$1 3.113 0.310 10.044 0.000 YABU3$1 6.479 1.109 5.841 0.000 YABU4$1 6.061 0.536 11.308 0.000 Variances G 1.000 0.000 999.000 999.000 DEP 1.000 0.000 999.000 999.000 ABU 1.000 0.000 999.000 999.000 Categorical Latent Variables Means C#1 2.122 0.075 28.465 0.000 MODEL RESULTS FOR THE SCALAR MODEL Two-Tailed Estimate S.E. Est./S.E. P-Value Latent Class 1 (0) G BY YDEP1 0.055 0.179 0.306 0.760 YDEP2 0.001 0.338 0.002 0.999 YDEP3 0.285 0.358 0.797 0.426 YDEP4 -0.597 0.194 -3.075 0.002 YDEP5 0.127 0.490 0.260 0.795 YDEP6 -0.584 0.829 -0.705 0.481 YDEP7 -0.253 0.436 -0.579 0.562 YABU1 -0.488 0.833 -0.585 0.558 YABU2 0.605 0.305 1.984 0.047 YABU3 -0.037 0.194 -0.190 0.849 YABU4 -0.300 0.340 -0.882 0.378 DEP BY YDEP1 2.069 0.174 11.909 0.000 YDEP2 2.500 0.213 11.755 0.000 YDEP3 2.982 0.247 12.076 0.000 YDEP4 1.933 0.327 5.908 0.000 YDEP5 3.812 0.358 10.648 0.000 YDEP6 3.766 0.465 8.095 0.000 YDEP7 3.096 0.284 10.884 0.000 ABU BY YABU1 3.820 0.682 5.597 0.000 YABU2 2.129 0.235 9.056 0.000 YABU3 1.925 0.241 7.998 0.000 YABU4 3.199 0.439 7.293 0.000 G WITH DEP 0.000 0.000 999.000 999.000 ABU 0.000 0.000 999.000 999.000 ABU WITH DEP 1.314 0.220 5.967 0.000 Means G 1.292 0.454 2.845 0.004 DEP -0.233 0.079 -2.943 0.003 ABU -0.339 0.192 -1.760 0.078 Thresholds YDEP1$1 3.578 0.189 18.894 0.000 YDEP2$1 4.235 0.307 13.802 0.000 YDEP3$1 3.903 0.323 12.079 0.000 YDEP4$1 2.494 0.158 15.830 0.000 YDEP5$1 7.815 0.575 13.599 0.000 YDEP6$1 9.271 0.847 10.949 0.000 YDEP7$1 5.519 0.379 14.555 0.000 YABU1$1 8.909 1.210 7.361 0.000 YABU2$1 3.501 0.280 12.510 0.000 YABU3$1 5.883 0.365 16.121 0.000 YABU4$1 6.276 0.565 11.103 0.000 Variances G 1.913 1.245 1.537 0.124 DEP 1.352 0.220 6.143 0.000 ABU 1.391 0.325 4.277 0.000 Latent Class 2 (1) G BY YDEP1 0.055 0.179 0.306 0.760 YDEP2 0.001 0.338 0.002 0.999 YDEP3 0.285 0.358 0.797 0.426 YDEP4 -0.597 0.194 -3.075 0.002 YDEP5 0.127 0.490 0.260 0.795 YDEP6 -0.584 0.829 -0.705 0.481 YDEP7 -0.253 0.436 -0.579 0.562 YABU1 -0.488 0.833 -0.585 0.558 YABU2 0.605 0.305 1.984 0.047 YABU3 -0.037 0.194 -0.190 0.849 YABU4 -0.300 0.340 -0.882 0.378 DEP BY YDEP1 2.069 0.174 11.909 0.000 YDEP2 2.500 0.213 11.755 0.000 YDEP3 2.982 0.247 12.076 0.000 YDEP4 1.933 0.327 5.908 0.000 YDEP5 3.812 0.358 10.648 0.000 YDEP6 3.766 0.465 8.095 0.000 YDEP7 3.096 0.284 10.884 0.000 ABU BY YABU1 3.820 0.682 5.597 0.000 YABU2 2.129 0.235 9.056 0.000 YABU3 1.925 0.241 7.998 0.000 YABU4 3.199 0.439 7.293 0.000 G WITH DEP 0.000 0.000 999.000 999.000 ABU 0.000 0.000 999.000 999.000 ABU WITH DEP 0.934 0.022 41.764 0.000 Means G 0.000 0.000 999.000 999.000 DEP 0.000 0.000 999.000 999.000 ABU 0.000 0.000 999.000 999.000 Thresholds YDEP1$1 3.578 0.189 18.894 0.000 YDEP2$1 4.235 0.307 13.802 0.000 YDEP3$1 3.903 0.323 12.079 0.000 YDEP4$1 2.494 0.158 15.830 0.000 YDEP5$1 7.815 0.575 13.599 0.000 YDEP6$1 9.271 0.847 10.949 0.000 YDEP7$1 5.519 0.379 14.555 0.000 YABU1$1 8.909 1.210 7.361 0.000 YABU2$1 3.501 0.280 12.510 0.000 YABU3$1 5.883 0.365 16.121 0.000 YABU4$1 6.276 0.565 11.103 0.000 Variances G 1.000 0.000 999.000 999.000 DEP 1.000 0.000 999.000 999.000 ABU 1.000 0.000 999.000 999.000 Categorical Latent Variables Means C#1 2.122 0.075 28.465 0.000 QUALITY OF NUMERICAL RESULTS FOR THE CONFIGURAL MODEL Condition Number for the Information Matrix 0.539E-04 (ratio of smallest to largest eigenvalue) QUALITY OF NUMERICAL RESULTS FOR THE METRIC MODEL Condition Number for the Information Matrix 0.370E-03 (ratio of smallest to largest eigenvalue) QUALITY OF NUMERICAL RESULTS FOR THE SCALAR MODEL Condition Number for the Information Matrix 0.110E-05 (ratio of smallest to largest eigenvalue) TECHNICAL 1 OUTPUT FOR THE CONFIGURAL MODEL PARAMETER SPECIFICATION FOR LATENT CLASS 1 (0) NU YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU YABU4 ________ 1 0 LAMBDA G DEP ABU ________ ________ ________ YDEP1 1 2 0 YDEP2 3 4 0 YDEP3 5 6 0 YDEP4 7 8 0 YDEP5 9 10 0 YDEP6 11 12 0 YDEP7 13 14 0 YABU1 15 0 16 YABU2 17 0 18 YABU3 19 0 20 YABU4 21 0 22 THETA YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ YDEP1 0 YDEP2 0 0 YDEP3 0 0 0 YDEP4 0 0 0 0 YDEP5 0 0 0 0 0 YDEP6 0 0 0 0 0 YDEP7 0 0 0 0 0 YABU1 0 0 0 0 0 YABU2 0 0 0 0 0 YABU3 0 0 0 0 0 YABU4 0 0 0 0 0 THETA YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ YDEP6 0 YDEP7 0 0 YABU1 0 0 0 YABU2 0 0 0 0 YABU3 0 0 0 0 0 YABU4 0 0 0 0 0 THETA YABU4 ________ YABU4 0 ALPHA G DEP ABU ________ ________ ________ 1 0 0 0 BETA G DEP ABU ________ ________ ________ G 0 0 0 DEP 0 0 0 ABU 0 0 0 PSI G DEP ABU ________ ________ ________ G 0 DEP 0 0 ABU 0 23 0 PARAMETER SPECIFICATION FOR LATENT CLASS 2 (1) NU YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU YABU4 ________ 1 0 LAMBDA G DEP ABU ________ ________ ________ YDEP1 24 25 0 YDEP2 26 27 0 YDEP3 28 29 0 YDEP4 30 31 0 YDEP5 32 33 0 YDEP6 34 35 0 YDEP7 36 37 0 YABU1 38 0 39 YABU2 40 0 41 YABU3 42 0 43 YABU4 44 0 45 THETA YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ YDEP1 0 YDEP2 0 0 YDEP3 0 0 0 YDEP4 0 0 0 0 YDEP5 0 0 0 0 0 YDEP6 0 0 0 0 0 YDEP7 0 0 0 0 0 YABU1 0 0 0 0 0 YABU2 0 0 0 0 0 YABU3 0 0 0 0 0 YABU4 0 0 0 0 0 THETA YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ YDEP6 0 YDEP7 0 0 YABU1 0 0 0 YABU2 0 0 0 0 YABU3 0 0 0 0 0 YABU4 0 0 0 0 0 THETA YABU4 ________ YABU4 0 ALPHA G DEP ABU ________ ________ ________ 1 0 0 0 BETA G DEP ABU ________ ________ ________ G 0 0 0 DEP 0 0 0 ABU 0 0 0 PSI G DEP ABU ________ ________ ________ G 0 DEP 0 0 ABU 0 46 0 PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART TAU(U) FOR LATENT CLASS 1 (0) YDEP1$1 YDEP2$1 YDEP3$1 YDEP4$1 YDEP5$1 ________ ________ ________ ________ ________ 1 47 48 49 50 51 TAU(U) FOR LATENT CLASS 1 (0) YDEP6$1 YDEP7$1 YABU1$1 YABU2$1 YABU3$1 ________ ________ ________ ________ ________ 1 52 53 54 55 56 TAU(U) FOR LATENT CLASS 1 (0) YABU4$1 ________ 1 57 TAU(U) FOR LATENT CLASS 2 (1) YDEP1$1 YDEP2$1 YDEP3$1 YDEP4$1 YDEP5$1 ________ ________ ________ ________ ________ 1 58 59 60 61 62 TAU(U) FOR LATENT CLASS 2 (1) YDEP6$1 YDEP7$1 YABU1$1 YABU2$1 YABU3$1 ________ ________ ________ ________ ________ 1 63 64 65 66 67 TAU(U) FOR LATENT CLASS 2 (1) YABU4$1 ________ 1 68 PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART ALPHA(C) C#1 C#2 ________ ________ 1 69 0 GAMMA(C) G DEP ABU ________ ________ ________ C#1 0 0 0 C#2 0 0 0 STARTING VALUES FOR LATENT CLASS 1 (0) NU YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU YABU4 ________ 1 0.000 LAMBDA G DEP ABU ________ ________ ________ YDEP1 1.000 1.000 0.000 YDEP2 1.000 1.000 0.000 YDEP3 1.000 1.000 0.000 YDEP4 1.000 1.000 0.000 YDEP5 1.000 1.000 0.000 YDEP6 1.000 1.000 0.000 YDEP7 1.000 1.000 0.000 YABU1 1.000 0.000 1.000 YABU2 1.000 0.000 1.000 YABU3 1.000 0.000 1.000 YABU4 1.000 0.000 1.000 THETA YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ YDEP1 1.000 YDEP2 0.000 1.000 YDEP3 0.000 0.000 1.000 YDEP4 0.000 0.000 0.000 1.000 YDEP5 0.000 0.000 0.000 0.000 1.000 YDEP6 0.000 0.000 0.000 0.000 0.000 YDEP7 0.000 0.000 0.000 0.000 0.000 YABU1 0.000 0.000 0.000 0.000 0.000 YABU2 0.000 0.000 0.000 0.000 0.000 YABU3 0.000 0.000 0.000 0.000 0.000 YABU4 0.000 0.000 0.000 0.000 0.000 THETA YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ YDEP6 1.000 YDEP7 0.000 1.000 YABU1 0.000 0.000 1.000 YABU2 0.000 0.000 0.000 1.000 YABU3 0.000 0.000 0.000 0.000 1.000 YABU4 0.000 0.000 0.000 0.000 0.000 THETA YABU4 ________ YABU4 1.000 ALPHA G DEP ABU ________ ________ ________ 1 0.000 0.000 0.000 BETA G DEP ABU ________ ________ ________ G 0.000 0.000 0.000 DEP 0.000 0.000 0.000 ABU 0.000 0.000 0.000 PSI G DEP ABU ________ ________ ________ G 1.000 DEP 0.000 1.000 ABU 0.000 0.000 1.000 STARTING VALUES FOR LATENT CLASS 2 (1) NU YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU YABU4 ________ 1 0.000 LAMBDA G DEP ABU ________ ________ ________ YDEP1 1.000 1.000 0.000 YDEP2 1.000 1.000 0.000 YDEP3 1.000 1.000 0.000 YDEP4 1.000 1.000 0.000 YDEP5 1.000 1.000 0.000 YDEP6 1.000 1.000 0.000 YDEP7 1.000 1.000 0.000 YABU1 1.000 0.000 1.000 YABU2 1.000 0.000 1.000 YABU3 1.000 0.000 1.000 YABU4 1.000 0.000 1.000 THETA YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ YDEP1 1.000 YDEP2 0.000 1.000 YDEP3 0.000 0.000 1.000 YDEP4 0.000 0.000 0.000 1.000 YDEP5 0.000 0.000 0.000 0.000 1.000 YDEP6 0.000 0.000 0.000 0.000 0.000 YDEP7 0.000 0.000 0.000 0.000 0.000 YABU1 0.000 0.000 0.000 0.000 0.000 YABU2 0.000 0.000 0.000 0.000 0.000 YABU3 0.000 0.000 0.000 0.000 0.000 YABU4 0.000 0.000 0.000 0.000 0.000 THETA YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ YDEP6 1.000 YDEP7 0.000 1.000 YABU1 0.000 0.000 1.000 YABU2 0.000 0.000 0.000 1.000 YABU3 0.000 0.000 0.000 0.000 1.000 YABU4 0.000 0.000 0.000 0.000 0.000 THETA YABU4 ________ YABU4 1.000 ALPHA G DEP ABU ________ ________ ________ 1 0.000 0.000 0.000 BETA G DEP ABU ________ ________ ________ G 0.000 0.000 0.000 DEP 0.000 0.000 0.000 ABU 0.000 0.000 0.000 PSI G DEP ABU ________ ________ ________ G 1.000 DEP 0.000 1.000 ABU 0.000 0.000 1.000 STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART TAU(U) FOR LATENT CLASS 1 (0) YDEP1$1 YDEP2$1 YDEP3$1 YDEP4$1 YDEP5$1 ________ ________ ________ ________ ________ 1 1.292 1.444 0.812 1.053 2.281 TAU(U) FOR LATENT CLASS 1 (0) YDEP6$1 YDEP7$1 YABU1$1 YABU2$1 YABU3$1 ________ ________ ________ ________ ________ 1 3.492 1.881 3.307 0.841 3.380 TAU(U) FOR LATENT CLASS 1 (0) YABU4$1 ________ 1 2.359 TAU(U) FOR LATENT CLASS 2 (1) YDEP1$1 YDEP2$1 YDEP3$1 YDEP4$1 YDEP5$1 ________ ________ ________ ________ ________ 1 3.292 3.444 2.812 3.053 4.281 TAU(U) FOR LATENT CLASS 2 (1) YDEP6$1 YDEP7$1 YABU1$1 YABU2$1 YABU3$1 ________ ________ ________ ________ ________ 1 5.492 3.881 5.307 2.841 5.380 TAU(U) FOR LATENT CLASS 2 (1) YABU4$1 ________ 1 4.359 STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART ALPHA(C) C#1 C#2 ________ ________ 1 0.000 0.000 GAMMA(C) G DEP ABU ________ ________ ________ C#1 0.000 0.000 0.000 C#2 0.000 0.000 0.000 TECHNICAL 1 OUTPUT FOR THE METRIC MODEL PARAMETER SPECIFICATION FOR LATENT CLASS 1 (0) NU YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU YABU4 ________ 1 0 LAMBDA G DEP ABU ________ ________ ________ YDEP1 1 2 0 YDEP2 3 4 0 YDEP3 5 6 0 YDEP4 7 8 0 YDEP5 9 10 0 YDEP6 11 12 0 YDEP7 13 14 0 YABU1 15 0 16 YABU2 17 0 18 YABU3 19 0 20 YABU4 21 0 22 THETA YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ YDEP1 0 YDEP2 0 0 YDEP3 0 0 0 YDEP4 0 0 0 0 YDEP5 0 0 0 0 0 YDEP6 0 0 0 0 0 YDEP7 0 0 0 0 0 YABU1 0 0 0 0 0 YABU2 0 0 0 0 0 YABU3 0 0 0 0 0 YABU4 0 0 0 0 0 THETA YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ YDEP6 0 YDEP7 0 0 YABU1 0 0 0 YABU2 0 0 0 0 YABU3 0 0 0 0 0 YABU4 0 0 0 0 0 THETA YABU4 ________ YABU4 0 ALPHA G DEP ABU ________ ________ ________ 1 0 0 0 BETA G DEP ABU ________ ________ ________ G 0 0 0 DEP 0 0 0 ABU 0 0 0 PSI G DEP ABU ________ ________ ________ G 23 DEP 0 24 ABU 0 25 26 PARAMETER SPECIFICATION FOR LATENT CLASS 2 (1) NU YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU YABU4 ________ 1 0 LAMBDA G DEP ABU ________ ________ ________ YDEP1 1 2 0 YDEP2 3 4 0 YDEP3 5 6 0 YDEP4 7 8 0 YDEP5 9 10 0 YDEP6 11 12 0 YDEP7 13 14 0 YABU1 15 0 16 YABU2 17 0 18 YABU3 19 0 20 YABU4 21 0 22 THETA YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ YDEP1 0 YDEP2 0 0 YDEP3 0 0 0 YDEP4 0 0 0 0 YDEP5 0 0 0 0 0 YDEP6 0 0 0 0 0 YDEP7 0 0 0 0 0 YABU1 0 0 0 0 0 YABU2 0 0 0 0 0 YABU3 0 0 0 0 0 YABU4 0 0 0 0 0 THETA YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ YDEP6 0 YDEP7 0 0 YABU1 0 0 0 YABU2 0 0 0 0 YABU3 0 0 0 0 0 YABU4 0 0 0 0 0 THETA YABU4 ________ YABU4 0 ALPHA G DEP ABU ________ ________ ________ 1 0 0 0 BETA G DEP ABU ________ ________ ________ G 0 0 0 DEP 0 0 0 ABU 0 0 0 PSI G DEP ABU ________ ________ ________ G 0 DEP 0 0 ABU 0 27 0 PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART TAU(U) FOR LATENT CLASS 1 (0) YDEP1$1 YDEP2$1 YDEP3$1 YDEP4$1 YDEP5$1 ________ ________ ________ ________ ________ 1 28 29 30 31 32 TAU(U) FOR LATENT CLASS 1 (0) YDEP6$1 YDEP7$1 YABU1$1 YABU2$1 YABU3$1 ________ ________ ________ ________ ________ 1 33 34 35 36 37 TAU(U) FOR LATENT CLASS 1 (0) YABU4$1 ________ 1 38 TAU(U) FOR LATENT CLASS 2 (1) YDEP1$1 YDEP2$1 YDEP3$1 YDEP4$1 YDEP5$1 ________ ________ ________ ________ ________ 1 39 40 41 42 43 TAU(U) FOR LATENT CLASS 2 (1) YDEP6$1 YDEP7$1 YABU1$1 YABU2$1 YABU3$1 ________ ________ ________ ________ ________ 1 44 45 46 47 48 TAU(U) FOR LATENT CLASS 2 (1) YABU4$1 ________ 1 49 PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART ALPHA(C) C#1 C#2 ________ ________ 1 50 0 GAMMA(C) G DEP ABU ________ ________ ________ C#1 0 0 0 C#2 0 0 0 STARTING VALUES FOR LATENT CLASS 1 (0) NU YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU YABU4 ________ 1 0.000 LAMBDA G DEP ABU ________ ________ ________ YDEP1 1.000 1.000 0.000 YDEP2 1.000 1.000 0.000 YDEP3 1.000 1.000 0.000 YDEP4 1.000 1.000 0.000 YDEP5 1.000 1.000 0.000 YDEP6 1.000 1.000 0.000 YDEP7 1.000 1.000 0.000 YABU1 1.000 0.000 1.000 YABU2 1.000 0.000 1.000 YABU3 1.000 0.000 1.000 YABU4 1.000 0.000 1.000 THETA YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ YDEP1 1.000 YDEP2 0.000 1.000 YDEP3 0.000 0.000 1.000 YDEP4 0.000 0.000 0.000 1.000 YDEP5 0.000 0.000 0.000 0.000 1.000 YDEP6 0.000 0.000 0.000 0.000 0.000 YDEP7 0.000 0.000 0.000 0.000 0.000 YABU1 0.000 0.000 0.000 0.000 0.000 YABU2 0.000 0.000 0.000 0.000 0.000 YABU3 0.000 0.000 0.000 0.000 0.000 YABU4 0.000 0.000 0.000 0.000 0.000 THETA YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ YDEP6 1.000 YDEP7 0.000 1.000 YABU1 0.000 0.000 1.000 YABU2 0.000 0.000 0.000 1.000 YABU3 0.000 0.000 0.000 0.000 1.000 YABU4 0.000 0.000 0.000 0.000 0.000 THETA YABU4 ________ YABU4 1.000 ALPHA G DEP ABU ________ ________ ________ 1 0.000 0.000 0.000 BETA G DEP ABU ________ ________ ________ G 0.000 0.000 0.000 DEP 0.000 0.000 0.000 ABU 0.000 0.000 0.000 PSI G DEP ABU ________ ________ ________ G 1.000 DEP 0.000 1.000 ABU 0.000 0.000 1.000 STARTING VALUES FOR LATENT CLASS 2 (1) NU YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU YABU4 ________ 1 0.000 LAMBDA G DEP ABU ________ ________ ________ YDEP1 1.000 1.000 0.000 YDEP2 1.000 1.000 0.000 YDEP3 1.000 1.000 0.000 YDEP4 1.000 1.000 0.000 YDEP5 1.000 1.000 0.000 YDEP6 1.000 1.000 0.000 YDEP7 1.000 1.000 0.000 YABU1 1.000 0.000 1.000 YABU2 1.000 0.000 1.000 YABU3 1.000 0.000 1.000 YABU4 1.000 0.000 1.000 THETA YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ YDEP1 1.000 YDEP2 0.000 1.000 YDEP3 0.000 0.000 1.000 YDEP4 0.000 0.000 0.000 1.000 YDEP5 0.000 0.000 0.000 0.000 1.000 YDEP6 0.000 0.000 0.000 0.000 0.000 YDEP7 0.000 0.000 0.000 0.000 0.000 YABU1 0.000 0.000 0.000 0.000 0.000 YABU2 0.000 0.000 0.000 0.000 0.000 YABU3 0.000 0.000 0.000 0.000 0.000 YABU4 0.000 0.000 0.000 0.000 0.000 THETA YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ YDEP6 1.000 YDEP7 0.000 1.000 YABU1 0.000 0.000 1.000 YABU2 0.000 0.000 0.000 1.000 YABU3 0.000 0.000 0.000 0.000 1.000 YABU4 0.000 0.000 0.000 0.000 0.000 THETA YABU4 ________ YABU4 1.000 ALPHA G DEP ABU ________ ________ ________ 1 0.000 0.000 0.000 BETA G DEP ABU ________ ________ ________ G 0.000 0.000 0.000 DEP 0.000 0.000 0.000 ABU 0.000 0.000 0.000 PSI G DEP ABU ________ ________ ________ G 1.000 DEP 0.000 1.000 ABU 0.000 0.000 1.000 STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART TAU(U) FOR LATENT CLASS 1 (0) YDEP1$1 YDEP2$1 YDEP3$1 YDEP4$1 YDEP5$1 ________ ________ ________ ________ ________ 1 1.292 1.444 0.812 1.053 2.281 TAU(U) FOR LATENT CLASS 1 (0) YDEP6$1 YDEP7$1 YABU1$1 YABU2$1 YABU3$1 ________ ________ ________ ________ ________ 1 3.492 1.881 3.307 0.841 3.380 TAU(U) FOR LATENT CLASS 1 (0) YABU4$1 ________ 1 2.359 TAU(U) FOR LATENT CLASS 2 (1) YDEP1$1 YDEP2$1 YDEP3$1 YDEP4$1 YDEP5$1 ________ ________ ________ ________ ________ 1 3.292 3.444 2.812 3.053 4.281 TAU(U) FOR LATENT CLASS 2 (1) YDEP6$1 YDEP7$1 YABU1$1 YABU2$1 YABU3$1 ________ ________ ________ ________ ________ 1 5.492 3.881 5.307 2.841 5.380 TAU(U) FOR LATENT CLASS 2 (1) YABU4$1 ________ 1 4.359 STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART ALPHA(C) C#1 C#2 ________ ________ 1 0.000 0.000 GAMMA(C) G DEP ABU ________ ________ ________ C#1 0.000 0.000 0.000 C#2 0.000 0.000 0.000 TECHNICAL 1 OUTPUT FOR THE SCALAR MODEL PARAMETER SPECIFICATION FOR LATENT CLASS 1 (0) NU YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU YABU4 ________ 1 0 LAMBDA G DEP ABU ________ ________ ________ YDEP1 1 2 0 YDEP2 3 4 0 YDEP3 5 6 0 YDEP4 7 8 0 YDEP5 9 10 0 YDEP6 11 12 0 YDEP7 13 14 0 YABU1 15 0 16 YABU2 17 0 18 YABU3 19 0 20 YABU4 21 0 22 THETA YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ YDEP1 0 YDEP2 0 0 YDEP3 0 0 0 YDEP4 0 0 0 0 YDEP5 0 0 0 0 0 YDEP6 0 0 0 0 0 YDEP7 0 0 0 0 0 YABU1 0 0 0 0 0 YABU2 0 0 0 0 0 YABU3 0 0 0 0 0 YABU4 0 0 0 0 0 THETA YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ YDEP6 0 YDEP7 0 0 YABU1 0 0 0 YABU2 0 0 0 0 YABU3 0 0 0 0 0 YABU4 0 0 0 0 0 THETA YABU4 ________ YABU4 0 ALPHA G DEP ABU ________ ________ ________ 1 23 24 25 BETA G DEP ABU ________ ________ ________ G 0 0 0 DEP 0 0 0 ABU 0 0 0 PSI G DEP ABU ________ ________ ________ G 26 DEP 0 27 ABU 0 28 29 PARAMETER SPECIFICATION FOR LATENT CLASS 2 (1) NU YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU YABU4 ________ 1 0 LAMBDA G DEP ABU ________ ________ ________ YDEP1 1 2 0 YDEP2 3 4 0 YDEP3 5 6 0 YDEP4 7 8 0 YDEP5 9 10 0 YDEP6 11 12 0 YDEP7 13 14 0 YABU1 15 0 16 YABU2 17 0 18 YABU3 19 0 20 YABU4 21 0 22 THETA YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ YDEP1 0 YDEP2 0 0 YDEP3 0 0 0 YDEP4 0 0 0 0 YDEP5 0 0 0 0 0 YDEP6 0 0 0 0 0 YDEP7 0 0 0 0 0 YABU1 0 0 0 0 0 YABU2 0 0 0 0 0 YABU3 0 0 0 0 0 YABU4 0 0 0 0 0 THETA YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ YDEP6 0 YDEP7 0 0 YABU1 0 0 0 YABU2 0 0 0 0 YABU3 0 0 0 0 0 YABU4 0 0 0 0 0 THETA YABU4 ________ YABU4 0 ALPHA G DEP ABU ________ ________ ________ 1 0 0 0 BETA G DEP ABU ________ ________ ________ G 0 0 0 DEP 0 0 0 ABU 0 0 0 PSI G DEP ABU ________ ________ ________ G 0 DEP 0 0 ABU 0 30 0 PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART TAU(U) FOR LATENT CLASS 1 (0) YDEP1$1 YDEP2$1 YDEP3$1 YDEP4$1 YDEP5$1 ________ ________ ________ ________ ________ 1 31 32 33 34 35 TAU(U) FOR LATENT CLASS 1 (0) YDEP6$1 YDEP7$1 YABU1$1 YABU2$1 YABU3$1 ________ ________ ________ ________ ________ 1 36 37 38 39 40 TAU(U) FOR LATENT CLASS 1 (0) YABU4$1 ________ 1 41 TAU(U) FOR LATENT CLASS 2 (1) YDEP1$1 YDEP2$1 YDEP3$1 YDEP4$1 YDEP5$1 ________ ________ ________ ________ ________ 1 31 32 33 34 35 TAU(U) FOR LATENT CLASS 2 (1) YDEP6$1 YDEP7$1 YABU1$1 YABU2$1 YABU3$1 ________ ________ ________ ________ ________ 1 36 37 38 39 40 TAU(U) FOR LATENT CLASS 2 (1) YABU4$1 ________ 1 41 PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART ALPHA(C) C#1 C#2 ________ ________ 1 42 0 GAMMA(C) G DEP ABU ________ ________ ________ C#1 0 0 0 C#2 0 0 0 STARTING VALUES FOR LATENT CLASS 1 (0) NU YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU YABU4 ________ 1 0.000 LAMBDA G DEP ABU ________ ________ ________ YDEP1 1.000 1.000 0.000 YDEP2 1.000 1.000 0.000 YDEP3 1.000 1.000 0.000 YDEP4 1.000 1.000 0.000 YDEP5 1.000 1.000 0.000 YDEP6 1.000 1.000 0.000 YDEP7 1.000 1.000 0.000 YABU1 1.000 0.000 1.000 YABU2 1.000 0.000 1.000 YABU3 1.000 0.000 1.000 YABU4 1.000 0.000 1.000 THETA YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ YDEP1 1.000 YDEP2 0.000 1.000 YDEP3 0.000 0.000 1.000 YDEP4 0.000 0.000 0.000 1.000 YDEP5 0.000 0.000 0.000 0.000 1.000 YDEP6 0.000 0.000 0.000 0.000 0.000 YDEP7 0.000 0.000 0.000 0.000 0.000 YABU1 0.000 0.000 0.000 0.000 0.000 YABU2 0.000 0.000 0.000 0.000 0.000 YABU3 0.000 0.000 0.000 0.000 0.000 YABU4 0.000 0.000 0.000 0.000 0.000 THETA YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ YDEP6 1.000 YDEP7 0.000 1.000 YABU1 0.000 0.000 1.000 YABU2 0.000 0.000 0.000 1.000 YABU3 0.000 0.000 0.000 0.000 1.000 YABU4 0.000 0.000 0.000 0.000 0.000 THETA YABU4 ________ YABU4 1.000 ALPHA G DEP ABU ________ ________ ________ 1 0.000 0.000 0.000 BETA G DEP ABU ________ ________ ________ G 0.000 0.000 0.000 DEP 0.000 0.000 0.000 ABU 0.000 0.000 0.000 PSI G DEP ABU ________ ________ ________ G 1.000 DEP 0.000 1.000 ABU 0.000 0.000 1.000 STARTING VALUES FOR LATENT CLASS 2 (1) NU YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU YABU4 ________ 1 0.000 LAMBDA G DEP ABU ________ ________ ________ YDEP1 1.000 1.000 0.000 YDEP2 1.000 1.000 0.000 YDEP3 1.000 1.000 0.000 YDEP4 1.000 1.000 0.000 YDEP5 1.000 1.000 0.000 YDEP6 1.000 1.000 0.000 YDEP7 1.000 1.000 0.000 YABU1 1.000 0.000 1.000 YABU2 1.000 0.000 1.000 YABU3 1.000 0.000 1.000 YABU4 1.000 0.000 1.000 THETA YDEP1 YDEP2 YDEP3 YDEP4 YDEP5 ________ ________ ________ ________ ________ YDEP1 1.000 YDEP2 0.000 1.000 YDEP3 0.000 0.000 1.000 YDEP4 0.000 0.000 0.000 1.000 YDEP5 0.000 0.000 0.000 0.000 1.000 YDEP6 0.000 0.000 0.000 0.000 0.000 YDEP7 0.000 0.000 0.000 0.000 0.000 YABU1 0.000 0.000 0.000 0.000 0.000 YABU2 0.000 0.000 0.000 0.000 0.000 YABU3 0.000 0.000 0.000 0.000 0.000 YABU4 0.000 0.000 0.000 0.000 0.000 THETA YDEP6 YDEP7 YABU1 YABU2 YABU3 ________ ________ ________ ________ ________ YDEP6 1.000 YDEP7 0.000 1.000 YABU1 0.000 0.000 1.000 YABU2 0.000 0.000 0.000 1.000 YABU3 0.000 0.000 0.000 0.000 1.000 YABU4 0.000 0.000 0.000 0.000 0.000 THETA YABU4 ________ YABU4 1.000 ALPHA G DEP ABU ________ ________ ________ 1 0.000 0.000 0.000 BETA G DEP ABU ________ ________ ________ G 0.000 0.000 0.000 DEP 0.000 0.000 0.000 ABU 0.000 0.000 0.000 PSI G DEP ABU ________ ________ ________ G 1.000 DEP 0.000 1.000 ABU 0.000 0.000 1.000 STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART TAU(U) FOR LATENT CLASS 1 (0) YDEP1$1 YDEP2$1 YDEP3$1 YDEP4$1 YDEP5$1 ________ ________ ________ ________ ________ 1 2.292 2.444 1.812 2.053 3.281 TAU(U) FOR LATENT CLASS 1 (0) YDEP6$1 YDEP7$1 YABU1$1 YABU2$1 YABU3$1 ________ ________ ________ ________ ________ 1 4.492 2.881 4.307 1.841 4.380 TAU(U) FOR LATENT CLASS 1 (0) YABU4$1 ________ 1 3.359 TAU(U) FOR LATENT CLASS 2 (1) YDEP1$1 YDEP2$1 YDEP3$1 YDEP4$1 YDEP5$1 ________ ________ ________ ________ ________ 1 2.292 2.444 1.812 2.053 3.281 TAU(U) FOR LATENT CLASS 2 (1) YDEP6$1 YDEP7$1 YABU1$1 YABU2$1 YABU3$1 ________ ________ ________ ________ ________ 1 4.492 2.881 4.307 1.841 4.380 TAU(U) FOR LATENT CLASS 2 (1) YABU4$1 ________ 1 3.359 STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART ALPHA(C) C#1 C#2 ________ ________ 1 0.000 0.000 GAMMA(C) G DEP ABU ________ ________ ________ C#1 0.000 0.000 0.000 C#2 0.000 0.000 0.000 TECHNICAL 4 OUTPUT FOR THE CONFIGURAL MODEL ESTIMATES DERIVED FROM THE MODEL FOR CLASS 1 ESTIMATED MEANS FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ 1 0.000 0.000 0.000 S.E. FOR ESTIMATED MEANS FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ 1 0.000 0.000 0.000 ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 1.000 DEP 0.000 1.000 ABU 0.000 0.874 1.000 S.E. FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 0.000 DEP 0.000 0.000 ABU 0.000 0.075 0.000 ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 1.000 DEP 0.000 1.000 ABU 0.000 0.874 1.000 S.E. FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 0.000 DEP 0.000 0.000 ABU 0.000 0.075 0.000 ESTIMATES DERIVED FROM THE MODEL FOR CLASS 2 ESTIMATED MEANS FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ 1 0.000 0.000 0.000 S.E. FOR ESTIMATED MEANS FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ 1 0.000 0.000 0.000 ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 1.000 DEP 0.000 1.000 ABU 0.000 0.355 1.000 S.E. FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 0.000 DEP 0.000 0.000 ABU 0.000 0.260 0.000 ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 1.000 DEP 0.000 1.000 ABU 0.000 0.355 1.000 S.E. FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 0.000 DEP 0.000 0.000 ABU 0.000 0.260 0.000 TECHNICAL 4 OUTPUT FOR THE METRIC MODEL ESTIMATES DERIVED FROM THE MODEL FOR CLASS 1 ESTIMATED MEANS FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ 1 0.000 0.000 0.000 S.E. FOR ESTIMATED MEANS FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ 1 0.000 0.000 0.000 ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 1.729 DEP 0.000 0.509 ABU 0.000 0.615 1.233 S.E. FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 0.184 DEP 0.000 0.319 ABU 0.000 0.334 0.537 ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 1.000 DEP 0.000 1.000 ABU 0.000 0.776 1.000 S.E. FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 0.000 DEP 0.000 0.000 ABU 0.000 0.119 0.000 ESTIMATES DERIVED FROM THE MODEL FOR CLASS 2 ESTIMATED MEANS FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ 1 0.000 0.000 0.000 S.E. FOR ESTIMATED MEANS FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ 1 0.000 0.000 0.000 ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 1.000 DEP 0.000 1.000 ABU 0.000 0.766 1.000 S.E. FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 0.000 DEP 0.000 0.000 ABU 0.000 0.120 0.000 ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 1.000 DEP 0.000 1.000 ABU 0.000 0.766 1.000 S.E. FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 0.000 DEP 0.000 0.000 ABU 0.000 0.120 0.000 TECHNICAL 4 OUTPUT FOR THE SCALAR MODEL ESTIMATES DERIVED FROM THE MODEL FOR CLASS 1 ESTIMATED MEANS FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ 1 1.292 -0.233 -0.339 S.E. FOR ESTIMATED MEANS FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ 1 0.454 0.079 0.192 ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 1.913 DEP 0.000 1.352 ABU 0.000 1.314 1.391 S.E. FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 1.245 DEP 0.000 0.220 ABU 0.000 0.220 0.325 ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 1.000 DEP 0.000 1.000 ABU 0.000 0.958 1.000 S.E. FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 0.000 DEP 0.000 0.000 ABU 0.000 0.011 0.000 ESTIMATES DERIVED FROM THE MODEL FOR CLASS 2 ESTIMATED MEANS FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ 1 0.000 0.000 0.000 S.E. FOR ESTIMATED MEANS FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ 1 0.000 0.000 0.000 ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 1.000 DEP 0.000 1.000 ABU 0.000 0.934 1.000 S.E. FOR ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 0.000 DEP 0.000 0.000 ABU 0.000 0.022 0.000 ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 1.000 DEP 0.000 1.000 ABU 0.000 0.934 1.000 S.E. FOR ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES G DEP ABU ________ ________ ________ G 0.000 DEP 0.000 0.000 ABU 0.000 0.022 0.000 TECHNICAL 8 OUTPUT FOR THE CONFIGURAL MODEL ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.30915878D+05 0.0000000 0.0000000 8798.088 1053.912 EM 2 -0.24566660D+05 6349.2181396 0.2053708 8798.088 1053.912 EM 3 -0.23223953D+05 1342.7068630 0.0546557 8798.088 1053.912 EM 4 -0.22545358D+05 678.5954479 0.0292196 8798.088 1053.912 EM 5 -0.22191110D+05 354.2477658 0.0157127 8798.088 1053.912 EM 6 -0.22000813D+05 190.2966748 0.0085754 8798.088 1053.912 EM 7 -0.21894478D+05 106.3354130 0.0048332 8798.088 1053.912 EM 8 -0.21831845D+05 62.6322944 0.0028606 8798.088 1053.912 EM 9 -0.21792660D+05 39.1856850 0.0017949 8798.088 1053.912 EM 10 -0.21766628D+05 26.0319663 0.0011945 8798.088 1053.912 EM 11 -0.21748391D+05 18.2368131 0.0008378 8798.088 1053.912 EM 12 -0.21735054D+05 13.3368255 0.0006132 8798.088 1053.912 EM 13 -0.21724976D+05 10.0783534 0.0004637 8798.088 1053.912 EM 14 -0.21717172D+05 7.8040929 0.0003592 8798.088 1053.912 EM 15 -0.21711017D+05 6.1547133 0.0002834 8798.088 1053.912 EM 16 -0.21706093D+05 4.9235188 0.0002268 8798.088 1053.912 EM 17 -0.21702109D+05 3.9846899 0.0001836 8798.088 1053.912 EM 18 -0.21698851D+05 3.2572941 0.0001501 8798.088 1053.912 EM 19 -0.21696165D+05 2.6866986 0.0001238 8798.088 1053.912 EM 20 -0.21693930D+05 2.2345664 0.0001030 8798.088 1053.912 EM 21 -0.21692057D+05 1.8731980 0.0000863 8798.088 1053.912 EM 22 -0.21690475D+05 1.5821429 0.0000729 8798.088 1053.912 EM 23 -0.21689129D+05 1.3460628 0.0000621 8798.088 1053.912 EM 24 -0.21687975D+05 1.1533129 0.0000532 8798.088 1053.912 EM 25 -0.21686980D+05 0.9949652 0.0000459 8798.088 1053.912 EM 26 -0.21686116D+05 0.8641175 0.0000398 8798.088 1053.912 EM 27 -0.21685361D+05 0.7553940 0.0000348 8798.088 1053.912 EM 28 -0.21684696D+05 0.6645780 0.0000306 8798.088 1053.912 EM 29 -0.21684108D+05 0.5883408 0.0000271 8798.088 1053.912 EM 30 -0.21683584D+05 0.5240371 0.0000242 8798.088 1053.912 EM 31 -0.21683114D+05 0.4695520 0.0000217 8798.088 1053.912 EM 32 -0.21682691D+05 0.4231838 0.0000195 8798.088 1053.912 EM 33 -0.21682308D+05 0.3835552 0.0000177 8798.088 1053.912 EM 34 -0.21681958D+05 0.3495449 0.0000161 8798.088 1053.912 EM 35 -0.21681638D+05 0.3202343 0.0000148 8798.088 1053.912 EM 36 -0.21681343D+05 0.2948671 0.0000136 8798.088 1053.912 EM 37 -0.21681070D+05 0.2728173 0.0000126 8798.088 1053.912 EM 38 -0.21680817D+05 0.2535639 0.0000117 8798.088 1053.912 EM 39 -0.21680580D+05 0.2366718 0.0000109 8798.088 1053.912 EM 40 -0.21680358D+05 0.2217756 0.0000102 8798.088 1053.912 EM 41 -0.21680150D+05 0.2085681 0.0000096 8798.088 1053.912 EM 42 -0.21679953D+05 0.1967898 0.0000091 8798.088 1053.912 EM 43 -0.21679767D+05 0.1862215 0.0000086 8798.088 1053.912 EM 44 -0.21679590D+05 0.1766777 0.0000081 8798.088 1053.912 EM 45 -0.21679422D+05 0.1680018 0.0000077 8798.088 1053.912 EM 46 -0.21679262D+05 0.1600612 0.0000074 8798.088 1053.912 EM 47 -0.21678617D+05 0.6446401 0.0000297 8798.088 1053.912 FS 48 -0.21676781D+05 1.8360580 0.0000847 8798.088 1053.912 FS 49 -0.21676095D+05 0.6863296 0.0000317 8798.088 1053.912 EM 50 -0.21675792D+05 0.3027164 0.0000140 8798.088 1053.912 EM 51 -0.21675613D+05 0.1793787 0.0000083 8798.088 1053.912 EM 52 -0.21675497D+05 0.1155963 0.0000053 8798.088 1053.912 EM 53 -0.21675418D+05 0.0789761 0.0000036 8798.088 1053.912 EM 54 -0.21675362D+05 0.0565816 0.0000026 8798.088 1053.912 EM 55 -0.21675319D+05 0.0422462 0.0000019 8798.088 1053.912 EM 56 -0.21675287D+05 0.0327261 0.0000015 8798.088 1053.912 EM 57 -0.21675260D+05 0.0262032 0.0000012 8798.088 1053.912 EM 58 -0.21675239D+05 0.0216091 0.0000010 8798.088 1053.912 EM 59 -0.21675221D+05 0.0182920 0.0000008 8798.088 1053.912 EM 60 -0.21675205D+05 0.0158408 0.0000007 8798.088 1053.912 EM 61 -0.21675191D+05 0.0139897 0.0000006 8798.088 1053.912 EM 62 -0.21675178D+05 0.0125622 0.0000006 8798.088 1053.912 EM 63 -0.21675167D+05 0.0114388 0.0000005 8798.088 1053.912 EM 64 -0.21675156D+05 0.0105372 0.0000005 8798.088 1053.912 EM 65 -0.21675146D+05 0.0097999 0.0000005 8798.088 1053.912 EM 66 -0.21675137D+05 0.0091860 0.0000004 8798.088 1053.912 EM 67 -0.21675129D+05 0.0086661 0.0000004 8798.088 1053.912 EM 68 -0.21675120D+05 0.0082187 0.0000004 8798.088 1053.912 EM 69 -0.21675112D+05 0.0078284 0.0000004 8798.088 1053.912 EM 70 -0.21675105D+05 0.0074833 0.0000003 8798.088 1053.912 EM 71 -0.21675098D+05 0.0071749 0.0000003 8798.088 1053.912 EM 72 -0.21675091D+05 0.0068964 0.0000003 8798.088 1053.912 EM 73 -0.21675084D+05 0.0066429 0.0000003 8798.088 1053.912 EM 74 -0.21675078D+05 0.0064105 0.0000003 8798.088 1053.912 EM 75 -0.21675072D+05 0.0061961 0.0000003 8798.088 1053.912 EM 76 -0.21675066D+05 0.0059973 0.0000003 8798.088 1053.912 EM 77 -0.21675060D+05 0.0058123 0.0000003 8798.088 1053.912 EM 78 -0.21674903D+05 0.1570553 0.0000072 8798.088 1053.912 QN 79 -0.21674848D+05 0.0548775 0.0000025 8798.088 1053.912 EM 80 -0.21674835D+05 0.0131889 0.0000006 8798.088 1053.912 EM 81 -0.21674827D+05 0.0074649 0.0000003 8798.088 1053.912 EM 82 -0.21674821D+05 0.0060694 0.0000003 8798.088 1053.912 EM 83 -0.21674816D+05 0.0054735 0.0000003 8798.088 1053.912 EM 84 -0.21674811D+05 0.0051357 0.0000002 8798.088 1053.912 EM 85 -0.21674806D+05 0.0049272 0.0000002 8798.088 1053.912 EM 86 -0.21674801D+05 0.0047972 0.0000002 8798.088 1053.912 EM 87 -0.21674796D+05 0.0047186 0.0000002 8798.088 1053.912 EM 88 -0.21674791D+05 0.0046756 0.0000002 8798.088 1053.912 EM 89 -0.21674787D+05 0.0046581 0.0000002 8798.088 1053.912 EM 90 -0.21674782D+05 0.0046598 0.0000002 8798.088 1053.912 EM 91 -0.21674778D+05 0.0046764 0.0000002 8798.088 1053.912 EM 92 -0.21674498D+05 0.2799825 0.0000129 8798.088 1053.912 QN 93 -0.21674430D+05 0.0673781 0.0000031 8798.088 1053.912 EM 94 -0.21674406D+05 0.0242528 0.0000011 8798.088 1053.912 EM 95 -0.21674388D+05 0.0177429 0.0000008 8798.088 1053.912 EM 96 -0.21674372D+05 0.0158383 0.0000007 8798.088 1053.912 EM 97 -0.21674357D+05 0.0150807 0.0000007 8798.088 1053.912 EM 98 -0.21674342D+05 0.0147674 0.0000007 8798.088 1053.912 EM 99 -0.21674328D+05 0.0146795 0.0000007 8798.088 1053.912 EM 100 -0.21674313D+05 0.0147267 0.0000007 8798.088 1053.912 EM 101 -0.21674298D+05 0.0148650 0.0000007 8798.088 1053.912 EM 102 -0.21674283D+05 0.0150702 0.0000007 8798.088 1053.912 EM 103 -0.21674268D+05 0.0153277 0.0000007 8798.088 1053.912 EM 104 -0.21674252D+05 0.0156284 0.0000007 8798.088 1053.912 EM 105 -0.21674236D+05 0.0159659 0.0000007 8798.088 1053.912 EM 106 -0.21673225D+05 1.0110209 0.0000466 8798.088 1053.912 QN 107 -0.21672725D+05 0.5003186 0.0000231 8798.088 1053.912 EM 108 -0.21672596D+05 0.1284449 0.0000059 8798.088 1053.912 EM 109 -0.21672510D+05 0.0861245 0.0000040 8798.088 1053.912 EM 110 -0.21672439D+05 0.0714468 0.0000033 8798.088 1053.912 EM 111 -0.21672375D+05 0.0638110 0.0000029 8798.088 1053.912 EM 112 -0.21672316D+05 0.0589429 0.0000027 8798.088 1053.912 EM 113 -0.21672261D+05 0.0554450 0.0000026 8798.088 1053.912 EM 114 -0.21672208D+05 0.0527187 0.0000024 8798.088 1053.912 EM 115 -0.21672157D+05 0.0504615 0.0000023 8798.088 1053.912 EM 116 -0.21672109D+05 0.0485034 0.0000022 8798.088 1053.912 EM 117 -0.21672062D+05 0.0467416 0.0000022 8798.088 1053.912 EM 118 -0.21672017D+05 0.0451109 0.0000021 8798.088 1053.912 EM 119 -0.21671974D+05 0.0435686 0.0000020 8798.088 1053.912 EM 120 -0.21671146D+05 0.8273070 0.0000382 8798.088 1053.912 QN 121 -0.21671118D+05 0.0281260 0.0000013 8798.088 1053.912 EM 122 -0.21671110D+05 0.0078284 0.0000004 8798.088 1053.912 EM 123 -0.21671105D+05 0.0048700 0.0000002 8798.088 1053.912 EM 124 -0.21671102D+05 0.0038881 0.0000002 8798.088 1053.912 EM 125 -0.21671098D+05 0.0034576 0.0000002 8798.088 1053.912 EM 126 -0.21671095D+05 0.0032278 0.0000001 8798.088 1053.912 EM 127 -0.21671092D+05 0.0030901 0.0000001 8798.088 1053.912 EM 128 -0.21671089D+05 0.0030022 0.0000001 8798.088 1053.912 EM 129 -0.21671086D+05 0.0029446 0.0000001 8798.088 1053.912 EM 130 -0.21671083D+05 0.0029068 0.0000001 8798.088 1053.912 EM 131 -0.21671080D+05 0.0028826 0.0000001 8798.088 1053.912 EM 132 -0.21671077D+05 0.0028683 0.0000001 8798.088 1053.912 EM 133 -0.21671074D+05 0.0028614 0.0000001 8798.088 1053.912 EM 134 -0.21671071D+05 0.0028602 0.0000001 8798.088 1053.912 EM 135 -0.21671071D+05 0.0000125 0.0000000 8798.088 1053.912 QN 136 -0.21671069D+05 0.0028513 0.0000001 8798.088 1053.912 EM 137 -0.21671066D+05 0.0028707 0.0000001 8798.088 1053.912 EM 138 -0.21671063D+05 0.0028810 0.0000001 8798.088 1053.912 EM 139 -0.21671060D+05 0.0028941 0.0000001 8798.088 1053.912 EM 140 -0.21671057D+05 0.0029096 0.0000001 8798.088 1053.912 EM 141 -0.21671054D+05 0.0029275 0.0000001 8798.088 1053.912 EM 142 -0.21671051D+05 0.0029469 0.0000001 8798.088 1053.912 EM 143 -0.21671048D+05 0.0029683 0.0000001 8798.088 1053.912 EM 144 -0.21671045D+05 0.0029915 0.0000001 8798.088 1053.912 EM 145 -0.21671042D+05 0.0030163 0.0000001 8798.088 1053.912 EM 146 -0.21671039D+05 0.0030427 0.0000001 8798.088 1053.912 EM 147 -0.21671036D+05 0.0030706 0.0000001 8798.088 1053.912 EM 148 -0.21671033D+05 0.0031001 0.0000001 8798.088 1053.912 EM 149 -0.21671030D+05 0.0031310 0.0000001 8798.088 1053.912 EM 150 -0.21671027D+05 0.0031634 0.0000001 8798.088 1053.912 EM 151 -0.21671023D+05 0.0031972 0.0000001 8798.088 1053.912 EM 152 -0.21671020D+05 0.0032325 0.0000001 8798.088 1053.912 EM 153 -0.21671017D+05 0.0032693 0.0000002 8798.088 1053.912 EM 154 -0.21671014D+05 0.0033076 0.0000002 8798.088 1053.912 EM 155 -0.21671010D+05 0.0033474 0.0000002 8798.088 1053.912 EM 156 -0.21671007D+05 0.0033888 0.0000002 8798.088 1053.912 EM 157 -0.21671003D+05 0.0034317 0.0000002 8798.088 1053.912 EM 158 -0.21671000D+05 0.0034762 0.0000002 8798.088 1053.912 EM 159 -0.21670996D+05 0.0035225 0.0000002 8798.088 1053.912 EM 160 -0.21670993D+05 0.0035704 0.0000002 8798.088 1053.912 EM 161 -0.21670989D+05 0.0036200 0.0000002 8798.088 1053.912 EM 162 -0.21670986D+05 0.0036714 0.0000002 8798.088 1053.912 EM 163 -0.21670982D+05 0.0037246 0.0000002 8798.088 1053.912 EM 164 -0.21670978D+05 0.0037797 0.0000002 8798.088 1053.912 EM 165 -0.21670974D+05 0.0038367 0.0000002 8798.088 1053.912 EM 166 -0.21670970D+05 0.0038958 0.0000002 8798.088 1053.912 EM 167 -0.21670966D+05 0.0039569 0.0000002 8798.088 1053.912 EM 168 -0.21670962D+05 0.0040201 0.0000002 8798.088 1053.912 EM 169 -0.21670958D+05 0.0040853 0.0000002 8798.088 1053.912 EM 170 -0.21670954D+05 0.0041530 0.0000002 8798.088 1053.912 EM 171 -0.21670950D+05 0.0042229 0.0000002 8798.088 1053.912 EM 172 -0.21670946D+05 0.0042953 0.0000002 8798.088 1053.912 EM 173 -0.21670941D+05 0.0043701 0.0000002 8798.088 1053.912 EM 174 -0.21670937D+05 0.0044475 0.0000002 8798.088 1053.912 EM 175 -0.21670932D+05 0.0045276 0.0000002 8798.088 1053.912 EM 176 -0.21670928D+05 0.0046104 0.0000002 8798.088 1053.912 EM 177 -0.21670923D+05 0.0046960 0.0000002 8798.088 1053.912 EM 178 -0.21670918D+05 0.0047847 0.0000002 8798.088 1053.912 EM 179 -0.21670913D+05 0.0048763 0.0000002 8798.088 1053.912 EM 180 -0.21670908D+05 0.0049712 0.0000002 8798.088 1053.912 EM 181 -0.21670903D+05 0.0050693 0.0000002 8798.088 1053.912 EM 182 -0.21670898D+05 0.0051710 0.0000002 8798.088 1053.912 EM 183 -0.21670893D+05 0.0052758 0.0000002 8798.088 1053.912 EM 184 -0.21670887D+05 0.0053845 0.0000002 8798.088 1053.912 EM 185 -0.21670882D+05 0.0054970 0.0000003 8798.088 1053.912 EM 186 -0.21670876D+05 0.0056133 0.0000003 8798.088 1053.912 EM 187 -0.21670871D+05 0.0057338 0.0000003 8798.088 1053.912 EM 188 -0.21670865D+05 0.0058585 0.0000003 8798.088 1053.912 EM 189 -0.21670859D+05 0.0059876 0.0000003 8798.088 1053.912 EM 190 -0.21670853D+05 0.0061213 0.0000003 8798.088 1053.912 EM 191 -0.21670846D+05 0.0062596 0.0000003 8798.088 1053.912 EM 192 -0.21670840D+05 0.0064029 0.0000003 8798.088 1053.912 EM 193 -0.21670833D+05 0.0065513 0.0000003 8798.088 1053.912 EM 194 -0.21670827D+05 0.0067050 0.0000003 8798.088 1053.912 EM 195 -0.21670820D+05 0.0068641 0.0000003 8798.088 1053.912 EM 196 -0.21670813D+05 0.0070290 0.0000003 8798.088 1053.912 EM 197 -0.21670806D+05 0.0071998 0.0000003 8798.088 1053.912 EM 198 -0.21670798D+05 0.0073767 0.0000003 8798.088 1053.912 EM 199 -0.21670791D+05 0.0075601 0.0000003 8798.088 1053.912 EM 200 -0.21670783D+05 0.0077501 0.0000004 8798.088 1053.912 EM 201 -0.21670775D+05 0.0079470 0.0000004 8798.088 1053.912 EM 202 -0.21670767D+05 0.0081511 0.0000004 8798.088 1053.912 EM 203 -0.21670758D+05 0.0083626 0.0000004 8798.088 1053.912 EM 204 -0.21670750D+05 0.0085818 0.0000004 8798.088 1053.912 EM 205 -0.21670741D+05 0.0088091 0.0000004 8798.088 1053.912 EM 206 -0.21670732D+05 0.0090447 0.0000004 8798.088 1053.912 EM 207 -0.21670723D+05 0.0092890 0.0000004 8798.088 1053.912 EM 208 -0.21670713D+05 0.0095423 0.0000004 8798.088 1053.912 EM 209 -0.21670703D+05 0.0098049 0.0000005 8798.088 1053.912 EM 210 -0.21670693D+05 0.0100773 0.0000005 8798.088 1053.912 EM 211 -0.21670683D+05 0.0103597 0.0000005 8798.088 1053.912 EM 212 -0.21670672D+05 0.0106525 0.0000005 8798.088 1053.912 EM 213 -0.21670661D+05 0.0109562 0.0000005 8798.088 1053.912 EM 214 -0.21670650D+05 0.0112712 0.0000005 8798.088 1053.912 EM 215 -0.21670638D+05 0.0115978 0.0000005 8798.088 1053.912 EM 216 -0.21670627D+05 0.0119365 0.0000006 8798.088 1053.912 EM 217 -0.21670614D+05 0.0122877 0.0000006 8798.088 1053.912 EM 218 -0.21670602D+05 0.0126519 0.0000006 8798.088 1053.912 EM 219 -0.21670589D+05 0.0130295 0.0000006 8798.088 1053.912 EM 220 -0.21670575D+05 0.0134210 0.0000006 8798.088 1053.912 EM 221 -0.21670561D+05 0.0138269 0.0000006 8798.088 1053.912 EM 222 -0.21670547D+05 0.0142477 0.0000007 8798.088 1053.912 EM 223 -0.21670532D+05 0.0146841 0.0000007 8798.088 1053.912 EM 224 -0.21670517D+05 0.0151359 0.0000007 8798.088 1053.912 EM 225 -0.21670502D+05 0.0156043 0.0000007 8798.088 1053.912 EM 226 -0.21670486D+05 0.0160896 0.0000007 8798.088 1053.912 EM 227 -0.21670469D+05 0.0165922 0.0000008 8798.088 1053.912 EM 228 -0.21670452D+05 0.0171128 0.0000008 8798.088 1053.912 EM 229 -0.21670434D+05 0.0176517 0.0000008 8798.088 1053.912 EM 230 -0.21670416D+05 0.0182096 0.0000008 8798.088 1053.912 EM 231 -0.21670397D+05 0.0187868 0.0000009 8798.088 1053.912 EM 232 -0.21670378D+05 0.0193839 0.0000009 8798.088 1053.912 EM 233 -0.21670358D+05 0.0200013 0.0000009 8798.088 1053.912 EM 234 -0.21670337D+05 0.0206395 0.0000010 8798.088 1053.912 EM 235 -0.21670316D+05 0.0212989 0.0000010 8798.088 1053.912 EM 236 -0.21670294D+05 0.0219799 0.0000010 8798.088 1053.912 EM 237 -0.21670271D+05 0.0226827 0.0000010 8798.088 1053.912 EM 238 -0.21670248D+05 0.0234078 0.0000011 8798.088 1053.912 EM 239 -0.21670224D+05 0.0241553 0.0000011 8798.088 1053.912 EM 240 -0.21670199D+05 0.0249256 0.0000012 8798.088 1053.912 EM 241 -0.21670173D+05 0.0257187 0.0000012 8798.088 1053.912 EM 242 -0.21670146D+05 0.0265347 0.0000012 8798.088 1053.912 EM 243 -0.21670119D+05 0.0273735 0.0000013 8798.088 1053.912 EM 244 -0.21670091D+05 0.0282353 0.0000013 8798.088 1053.912 EM 245 -0.21670062D+05 0.0291196 0.0000013 8798.088 1053.912 EM 246 -0.21670032D+05 0.0300263 0.0000014 8798.088 1053.912 EM 247 -0.21670001D+05 0.0309549 0.0000014 8798.088 1053.912 EM 248 -0.21669969D+05 0.0319049 0.0000015 8798.088 1053.912 EM 249 -0.21669936D+05 0.0328757 0.0000015 8798.088 1053.912 EM 250 -0.21669902D+05 0.0338664 0.0000016 8798.088 1053.912 EM 251 -0.21669867D+05 0.0348761 0.0000016 8798.088 1053.912 EM 252 -0.21669831D+05 0.0359037 0.0000017 8798.088 1053.912 EM 253 -0.21669794D+05 0.0369478 0.0000017 8798.088 1053.912 EM 254 -0.21669756D+05 0.0380069 0.0000018 8798.088 1053.912 EM 255 -0.21669717D+05 0.0390795 0.0000018 8798.088 1053.912 EM 256 -0.21669677D+05 0.0401636 0.0000019 8798.088 1053.912 EM 257 -0.21669636D+05 0.0412572 0.0000019 8798.088 1053.912 EM 258 -0.21669594D+05 0.0423580 0.0000020 8798.088 1053.912 EM 259 -0.21669550D+05 0.0434635 0.0000020 8798.088 1053.912 EM 260 -0.21669506D+05 0.0445711 0.0000021 8798.088 1053.912 EM 261 -0.21669460D+05 0.0456777 0.0000021 8798.088 1053.912 EM 262 -0.21669413D+05 0.0467804 0.0000022 8798.088 1053.912 EM 263 -0.21669365D+05 0.0478758 0.0000022 8798.088 1053.912 EM 264 -0.21669316D+05 0.0489610 0.0000023 8798.088 1053.912 EM 265 -0.21669266D+05 0.0500308 0.0000023 8798.088 1053.912 EM 266 -0.21669215D+05 0.0510826 0.0000024 8798.088 1053.912 EM 267 -0.21669163D+05 0.0521125 0.0000024 8798.088 1053.912 EM 268 -0.21669110D+05 0.0531161 0.0000025 8798.088 1053.912 EM 269 -0.21669056D+05 0.0540893 0.0000025 8798.088 1053.912 EM 270 -0.21669001D+05 0.0550280 0.0000025 8798.088 1053.912 EM 271 -0.21668945D+05 0.0559279 0.0000026 8798.088 1053.912 EM 272 -0.21668888D+05 0.0567848 0.0000026 8798.088 1053.912 EM 273 -0.21668830D+05 0.0575945 0.0000027 8798.088 1053.912 EM 274 -0.21668772D+05 0.0583530 0.0000027 8798.088 1053.912 EM 275 -0.21668713D+05 0.0590563 0.0000027 8798.088 1053.912 EM 276 -0.21668653D+05 0.0597007 0.0000028 8798.088 1053.912 EM 277 -0.21668593D+05 0.0602827 0.0000028 8798.088 1053.912 EM 278 -0.21668532D+05 0.0607988 0.0000028 8798.088 1053.912 EM 279 -0.21668471D+05 0.0612462 0.0000028 8798.088 1053.912 EM 280 -0.21668409D+05 0.0616222 0.0000028 8798.088 1053.912 EM 281 -0.21668347D+05 0.0619245 0.0000029 8798.088 1053.912 EM 282 -0.21668285D+05 0.0621512 0.0000029 8798.088 1053.912 EM 283 -0.21668223D+05 0.0623009 0.0000029 8798.088 1053.912 EM 284 -0.21668161D+05 0.0623725 0.0000029 8798.088 1053.912 EM 285 -0.21668098D+05 0.0623656 0.0000029 8798.088 1053.912 EM 286 -0.21668036D+05 0.0622800 0.0000029 8798.088 1053.912 EM 287 -0.21665039D+05 2.9967570 0.0001383 8798.088 1053.912 QN 288 -0.21665026D+05 0.0136226 0.0000006 8798.088 1053.912 EM 289 -0.21665022D+05 0.0038614 0.0000002 8798.088 1053.912 EM 290 -0.21665020D+05 0.0022343 0.0000001 8798.088 1053.912 EM 291 -0.21665018D+05 0.0016347 0.0000001 8798.088 1053.912 EM 292 -0.21665017D+05 0.0013149 0.0000001 8798.088 1053.912 EM 293 -0.21665015D+05 0.0011231 0.0000001 8798.088 1053.912 EM 294 -0.21665014D+05 0.0009978 0.0000000 8798.088 1053.912 EM TECHNICAL 8 OUTPUT FOR THE METRIC MODEL ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.30915799D+05 0.0000000 0.0000000 8798.088 1053.912 EM 2 -0.24492765D+05 6423.0338847 0.2077590 8798.088 1053.912 EM 3 -0.23224510D+05 1268.2545527 0.0517808 8798.088 1053.912 EM 4 -0.22573824D+05 650.6861911 0.0280172 8798.088 1053.912 EM 5 -0.22211418D+05 362.4063008 0.0160543 8798.088 1053.912 EM 6 -0.22003077D+05 208.3405957 0.0093799 8798.088 1053.912 EM 7 -0.21883341D+05 119.7360350 0.0054418 8798.088 1053.912 EM 8 -0.21815110D+05 68.2305988 0.0031179 8798.088 1053.912 EM 9 -0.21776073D+05 39.0374334 0.0017895 8798.088 1053.912 EM 10 -0.21753093D+05 22.9799362 0.0010553 8798.088 1053.912 EM 11 -0.21738834D+05 14.2592542 0.0006555 8798.088 1053.912 EM 12 -0.21729385D+05 9.4490063 0.0004347 8798.088 1053.912 EM 13 -0.21722709D+05 6.6761443 0.0003072 8798.088 1053.912 EM 14 -0.21717736D+05 4.9721907 0.0002289 8798.088 1053.912 EM 15 -0.21713887D+05 3.8494951 0.0001773 8798.088 1053.912 EM 16 -0.21710825D+05 3.0621654 0.0001410 8798.088 1053.912 EM 17 -0.21708342D+05 2.4827094 0.0001144 8798.088 1053.912 EM 18 -0.21706300D+05 2.0415610 0.0000940 8798.088 1053.912 EM 19 -0.21704602D+05 1.6980888 0.0000782 8798.088 1053.912 EM 20 -0.21703176D+05 1.4267092 0.0000657 8798.088 1053.912 EM 21 -0.21701965D+05 1.2101943 0.0000558 8798.088 1053.912 EM 22 -0.21700929D+05 1.0362261 0.0000477 8798.088 1053.912 EM 23 -0.21700034D+05 0.8957196 0.0000413 8798.088 1053.912 EM 24 -0.21699252D+05 0.7817078 0.0000360 8798.088 1053.912 EM 25 -0.21698563D+05 0.6888173 0.0000317 8798.088 1053.912 EM 26 -0.21697950D+05 0.6128055 0.0000282 8798.088 1053.912 EM 27 -0.21697400D+05 0.5503291 0.0000254 8798.088 1053.912 EM 28 -0.21696901D+05 0.4987303 0.0000230 8798.088 1053.912 EM 29 -0.21696445D+05 0.4558809 0.0000210 8798.088 1053.912 EM 30 -0.21696025D+05 0.4200718 0.0000194 8798.088 1053.912 EM 31 -0.21695635D+05 0.3899356 0.0000180 8798.088 1053.912 EM 32 -0.21695271D+05 0.3643618 0.0000168 8798.088 1053.912 EM 33 -0.21694928D+05 0.3424703 0.0000158 8798.088 1053.912 EM 34 -0.21694605D+05 0.3235413 0.0000149 8798.088 1053.912 EM 35 -0.21694298D+05 0.3070013 0.0000142 8798.088 1053.912 EM 36 -0.21694005D+05 0.2923872 0.0000135 8798.088 1053.912 EM 37 -0.21693726D+05 0.2793274 0.0000129 8798.088 1053.912 EM 38 -0.21693459D+05 0.2675256 0.0000123 8798.088 1053.912 EM 39 -0.21693202D+05 0.2567475 0.0000118 8798.088 1053.912 EM 40 -0.21692955D+05 0.2468042 0.0000114 8798.088 1053.912 EM 41 -0.21692718D+05 0.2375481 0.0000110 8798.088 1053.912 EM 42 -0.21692489D+05 0.2288624 0.0000106 8798.088 1053.912 EM 43 -0.21692268D+05 0.2206548 0.0000102 8798.088 1053.912 EM 44 -0.21692055D+05 0.2128545 0.0000098 8798.088 1053.912 EM 45 -0.21691850D+05 0.2054061 0.0000095 8798.088 1053.912 EM 46 -0.21691651D+05 0.1982677 0.0000091 8798.088 1053.912 EM 47 -0.21691460D+05 0.1914061 0.0000088 8798.088 1053.912 EM 48 -0.21691275D+05 0.1847958 0.0000085 8798.088 1053.912 EM 49 -0.21691097D+05 0.1784176 0.0000082 8798.088 1053.912 EM 50 -0.21690925D+05 0.1722571 0.0000079 8798.088 1053.912 EM 51 -0.21690758D+05 0.1663016 0.0000077 8798.088 1053.912 EM 52 -0.21690598D+05 0.1605433 0.0000074 8798.088 1053.912 EM 53 -0.21690443D+05 0.1549741 0.0000071 8798.088 1053.912 EM 54 -0.21690293D+05 0.1495881 0.0000069 8798.088 1053.912 EM 55 -0.21690149D+05 0.1443801 0.0000067 8798.088 1053.912 EM 56 -0.21690009D+05 0.1393450 0.0000064 8798.088 1053.912 EM 57 -0.21689875D+05 0.1344793 0.0000062 8798.088 1053.912 EM 58 -0.21689745D+05 0.1297780 0.0000060 8798.088 1053.912 EM 59 -0.21689620D+05 0.1252378 0.0000058 8798.088 1053.912 EM 60 -0.21689499D+05 0.1208539 0.0000056 8798.088 1053.912 EM 61 -0.21689382D+05 0.1166233 0.0000054 8798.088 1053.912 EM 62 -0.21689270D+05 0.1125408 0.0000052 8798.088 1053.912 EM 63 -0.21689161D+05 0.1086035 0.0000050 8798.088 1053.912 EM 64 -0.21689057D+05 0.1048066 0.0000048 8798.088 1053.912 EM 65 -0.21688955D+05 0.1011462 0.0000047 8798.088 1053.912 EM 66 -0.21688858D+05 0.0976185 0.0000045 8798.088 1053.912 EM 67 -0.21686729D+05 2.1284809 0.0000981 8798.088 1053.912 QN 68 -0.21686039D+05 0.6907408 0.0000319 8798.088 1053.912 EM 69 -0.21685859D+05 0.1799743 0.0000083 8798.088 1053.912 EM 70 -0.21685749D+05 0.1091398 0.0000050 8798.088 1053.912 EM 71 -0.21685665D+05 0.0842623 0.0000039 8798.088 1053.912 EM 72 -0.21685596D+05 0.0693378 0.0000032 8798.088 1053.912 EM 73 -0.21685537D+05 0.0591513 0.0000027 8798.088 1053.912 EM 74 -0.21685485D+05 0.0519372 0.0000024 8798.088 1053.912 EM 75 -0.21685438D+05 0.0467022 0.0000022 8798.088 1053.912 EM 76 -0.21685395D+05 0.0428112 0.0000020 8798.088 1053.912 EM 77 -0.21685355D+05 0.0398461 0.0000018 8798.088 1053.912 EM 78 -0.21685318D+05 0.0375279 0.0000017 8798.088 1053.912 EM 79 -0.21685282D+05 0.0356689 0.0000016 8798.088 1053.912 EM 80 -0.21685248D+05 0.0341412 0.0000016 8798.088 1053.912 EM 81 -0.21685215D+05 0.0328568 0.0000015 8798.088 1053.912 EM 82 -0.21683434D+05 1.7809702 0.0000821 8798.088 1053.912 QN 83 -0.21682381D+05 1.0532017 0.0000486 8798.088 1053.912 EM 84 -0.21682181D+05 0.2001762 0.0000092 8798.088 1053.912 EM 85 -0.21682092D+05 0.0884217 0.0000041 8798.088 1053.912 EM 86 -0.21682039D+05 0.0538920 0.0000025 8798.088 1053.912 EM 87 -0.21681998D+05 0.0408137 0.0000019 8798.088 1053.912 EM 88 -0.21681963D+05 0.0347256 0.0000016 8798.088 1053.912 EM 89 -0.21681932D+05 0.0311743 0.0000014 8798.088 1053.912 EM 90 -0.21681903D+05 0.0286781 0.0000013 8798.088 1053.912 EM 91 -0.21681876D+05 0.0267120 0.0000012 8798.088 1053.912 EM 92 -0.21681851D+05 0.0250716 0.0000012 8798.088 1053.912 EM 93 -0.21681828D+05 0.0236640 0.0000011 8798.088 1053.912 EM 94 -0.21681805D+05 0.0224371 0.0000010 8798.088 1053.912 EM 95 -0.21681784D+05 0.0213556 0.0000010 8798.088 1053.912 EM 96 -0.21681764D+05 0.0203931 0.0000009 8798.088 1053.912 EM 97 -0.21681744D+05 0.0195285 0.0000009 8798.088 1053.912 EM 98 -0.21681220D+05 0.5242771 0.0000242 8798.088 1053.912 QN 99 -0.21681149D+05 0.0709441 0.0000033 8798.088 1053.912 EM 100 -0.21681138D+05 0.0108646 0.0000005 8798.088 1053.912 EM 101 -0.21681130D+05 0.0081649 0.0000004 8798.088 1053.912 EM 102 -0.21681122D+05 0.0077463 0.0000004 8798.088 1053.912 EM 103 -0.21681114D+05 0.0075251 0.0000003 8798.088 1053.912 EM 104 -0.21681107D+05 0.0071670 0.0000003 8798.088 1053.912 EM 105 -0.21681101D+05 0.0066702 0.0000003 8798.088 1053.912 EM 106 -0.21681095D+05 0.0060915 0.0000003 8798.088 1053.912 EM 107 -0.21681089D+05 0.0054824 0.0000003 8798.088 1053.912 EM 108 -0.21681084D+05 0.0048776 0.0000002 8798.088 1053.912 EM 109 -0.21681080D+05 0.0042984 0.0000002 8798.088 1053.912 EM 110 -0.21681076D+05 0.0037556 0.0000002 8798.088 1053.912 EM 111 -0.21681073D+05 0.0032542 0.0000002 8798.088 1053.912 EM 112 -0.21681070D+05 0.0027950 0.0000001 8798.088 1053.912 EM 113 -0.21681068D+05 0.0023770 0.0000001 8798.088 1053.912 EM 114 -0.21681066D+05 0.0019977 0.0000001 8798.088 1053.912 EM 115 -0.21681064D+05 0.0016543 0.0000001 8798.088 1053.912 EM 116 -0.21681063D+05 0.0013437 0.0000001 8798.088 1053.912 EM 117 -0.21681062D+05 0.0010628 0.0000000 8798.088 1053.912 EM 118 -0.21681061D+05 0.0008089 0.0000000 8798.088 1053.912 EM TECHNICAL 8 OUTPUT FOR THE SCALAR MODEL ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.27600935D+05 0.0000000 0.0000000 8798.088 1053.912 EM 2 -0.22503248D+05 5097.6866738 0.1846925 8798.088 1053.912 EM 3 -0.22108665D+05 394.5823362 0.0175345 8798.088 1053.912 EM 4 -0.21961256D+05 147.4097893 0.0066675 8798.088 1053.912 EM 5 -0.21890143D+05 71.1123304 0.0032381 8798.088 1053.912 EM 6 -0.21850259D+05 39.8848237 0.0018220 8798.088 1053.912 EM 7 -0.21824840D+05 25.4183264 0.0011633 8798.088 1053.912 EM 8 -0.21807046D+05 17.7943805 0.0008153 8798.088 1053.912 EM 9 -0.21793779D+05 13.2672765 0.0006084 8798.088 1053.912 EM 10 -0.21783470D+05 10.3084748 0.0004730 8798.088 1053.912 EM 11 -0.21775239D+05 8.2313879 0.0003779 8798.088 1053.912 EM 12 -0.21768542D+05 6.6968605 0.0003075 8798.088 1053.912 EM 13 -0.21763020D+05 5.5222447 0.0002537 8798.088 1053.912 EM 14 -0.21758419D+05 4.6010551 0.0002114 8798.088 1053.912 EM 15 -0.21754552D+05 3.8665939 0.0001777 8798.088 1053.912 EM 16 -0.21751278D+05 3.2740969 0.0001505 8798.088 1053.912 EM 17 -0.21748486D+05 2.7922347 0.0001284 8798.088 1053.912 EM 18 -0.21746088D+05 2.3975656 0.0001102 8798.088 1053.912 EM 19 -0.21744015D+05 2.0728300 0.0000953 8798.088 1053.912 EM 20 -0.21742210D+05 1.8047657 0.0000830 8798.088 1053.912 EM 21 -0.21740628D+05 1.5827422 0.0000728 8798.088 1053.912 EM 22 -0.21739229D+05 1.3984160 0.0000643 8798.088 1053.912 EM 23 -0.21737984D+05 1.2450649 0.0000573 8798.088 1053.912 EM 24 -0.21736867D+05 1.1172610 0.0000514 8798.088 1053.912 EM 25 -0.21735856D+05 1.0105338 0.0000465 8798.088 1053.912 EM 26 -0.21734935D+05 0.9211977 0.0000424 8798.088 1053.912 EM 27 -0.21734089D+05 0.8462659 0.0000389 8798.088 1053.912 EM 28 -0.21733306D+05 0.7832145 0.0000360 8798.088 1053.912 EM 29 -0.21732576D+05 0.7299493 0.0000336 8798.088 1053.912 EM 30 -0.21731891D+05 0.6847341 0.0000315 8798.088 1053.912 EM 31 -0.21731245D+05 0.6461252 0.0000297 8798.088 1053.912 EM 32 -0.21730632D+05 0.6129322 0.0000282 8798.088 1053.912 EM 33 -0.21730048D+05 0.5841741 0.0000269 8798.088 1053.912 EM 34 -0.21729489D+05 0.5590591 0.0000257 8798.088 1053.912 EM 35 -0.21728952D+05 0.5369278 0.0000247 8798.088 1053.912 EM 36 -0.21728435D+05 0.5172569 0.0000238 8798.088 1053.912 EM 37 -0.21727935D+05 0.4996398 0.0000230 8798.088 1053.912 EM 38 -0.21727451D+05 0.4837338 0.0000223 8798.088 1053.912 EM 39 -0.21726982D+05 0.4692801 0.0000216 8798.088 1053.912 EM 40 -0.21726526D+05 0.4560641 0.0000210 8798.088 1053.912 EM 41 -0.21726082D+05 0.4438998 0.0000204 8798.088 1053.912 EM 42 -0.21725649D+05 0.4326674 0.0000199 8798.088 1053.912 EM 43 -0.21725227D+05 0.4222567 0.0000194 8798.088 1053.912 EM 44 -0.21724815D+05 0.4125647 0.0000190 8798.088 1053.912 EM 45 -0.21724411D+05 0.4035109 0.0000186 8798.088 1053.912 EM 46 -0.21724016D+05 0.3950180 0.0000182 8798.088 1053.912 EM 47 -0.21723629D+05 0.3870201 0.0000178 8798.088 1053.912 EM 48 -0.21723250D+05 0.3794508 0.0000175 8798.088 1053.912 EM 49 -0.21722877D+05 0.3722496 0.0000171 8798.088 1053.912 EM 50 -0.21722512D+05 0.3653627 0.0000168 8798.088 1053.912 EM 51 -0.21722153D+05 0.3587404 0.0000165 8798.088 1053.912 EM 52 -0.21721801D+05 0.3523330 0.0000162 8798.088 1053.912 EM 53 -0.21721455D+05 0.3460957 0.0000159 8798.088 1053.912 EM 54 -0.21721115D+05 0.3399848 0.0000157 8798.088 1053.912 EM 55 -0.21720781D+05 0.3339629 0.0000154 8798.088 1053.912 EM 56 -0.21720453D+05 0.3279919 0.0000151 8798.088 1053.912 EM 57 -0.21720131D+05 0.3220478 0.0000148 8798.088 1053.912 EM 58 -0.21719815D+05 0.3161013 0.0000146 8798.088 1053.912 EM 59 -0.21719505D+05 0.3101224 0.0000143 8798.088 1053.912 EM 60 -0.21719200D+05 0.3041223 0.0000140 8798.088 1053.912 EM 61 -0.21718902D+05 0.2980505 0.0000137 8798.088 1053.912 EM 62 -0.21718610D+05 0.2919048 0.0000134 8798.088 1053.912 EM 63 -0.21714027D+05 4.5837919 0.0002111 8798.088 1053.912 QN 64 -0.21713039D+05 0.9876834 0.0000455 8798.088 1053.912 EM 65 -0.21712631D+05 0.4080050 0.0000188 8798.088 1053.912 EM 66 -0.21712334D+05 0.2970024 0.0000137 8798.088 1053.912 EM 67 -0.21712089D+05 0.2445175 0.0000113 8798.088 1053.912 EM 68 -0.21711877D+05 0.2126841 0.0000098 8798.088 1053.912 EM 69 -0.21711686D+05 0.1902541 0.0000088 8798.088 1053.912 EM 70 -0.21711514D+05 0.1728771 0.0000080 8798.088 1053.912 EM 71 -0.21711355D+05 0.1585530 0.0000073 8798.088 1053.912 EM 72 -0.21711209D+05 0.1462539 0.0000067 8798.088 1053.912 EM 73 -0.21711073D+05 0.1354116 0.0000062 8798.088 1053.912 EM 74 -0.21710948D+05 0.1256887 0.0000058 8798.088 1053.912 EM 75 -0.21710831D+05 0.1168729 0.0000054 8798.088 1053.912 EM 76 -0.21710722D+05 0.1088216 0.0000050 8798.088 1053.912 EM 77 -0.21709248D+05 1.4742386 0.0000679 8798.088 1053.912 QN 78 -0.21708657D+05 0.5903642 0.0000272 8798.088 1053.912 EM 79 -0.21708503D+05 0.1539188 0.0000071 8798.088 1053.912 EM 80 -0.21708408D+05 0.0951441 0.0000044 8798.088 1053.912 EM 81 -0.21708338D+05 0.0700461 0.0000032 8798.088 1053.912 EM 82 -0.21708281D+05 0.0571384 0.0000026 8798.088 1053.912 EM 83 -0.21708232D+05 0.0494117 0.0000023 8798.088 1053.912 EM 84 -0.21708188D+05 0.0442358 0.0000020 8798.088 1053.912 EM 85 -0.21708147D+05 0.0405335 0.0000019 8798.088 1053.912 EM 86 -0.21708109D+05 0.0377853 0.0000017 8798.088 1053.912 EM 87 -0.21708073D+05 0.0357049 0.0000016 8798.088 1053.912 EM 88 -0.21708039D+05 0.0341149 0.0000016 8798.088 1053.912 EM 89 -0.21708006D+05 0.0328961 0.0000015 8798.088 1053.912 EM 90 -0.21707975D+05 0.0319640 0.0000015 8798.088 1053.912 EM 91 -0.21707943D+05 0.0312572 0.0000014 8798.088 1053.912 EM 92 -0.21707482D+05 0.4607839 0.0000212 8798.088 1053.912 QN 93 -0.21707215D+05 0.2679449 0.0000123 8798.088 1053.912 EM 94 -0.21707139D+05 0.0755577 0.0000035 8798.088 1053.912 EM 95 -0.21707082D+05 0.0570514 0.0000026 8798.088 1053.912 EM 96 -0.21707030D+05 0.0517848 0.0000024 8798.088 1053.912 EM 97 -0.21706981D+05 0.0494771 0.0000023 8798.088 1053.912 EM 98 -0.21706932D+05 0.0482798 0.0000022 8798.088 1053.912 EM 99 -0.21706885D+05 0.0476676 0.0000022 8798.088 1053.912 EM 100 -0.21706837D+05 0.0474282 0.0000022 8798.088 1053.912 EM 101 -0.21706790D+05 0.0474503 0.0000022 8798.088 1053.912 EM 102 -0.21706742D+05 0.0476651 0.0000022 8798.088 1053.912 EM 103 -0.21706694D+05 0.0480266 0.0000022 8798.088 1053.912 EM 104 -0.21706646D+05 0.0485025 0.0000022 8798.088 1053.912 EM 105 -0.21706597D+05 0.0490691 0.0000023 8798.088 1053.912 EM 106 -0.21701204D+05 5.3923700 0.0002484 8798.088 1053.912 QN 107 -0.21700332D+05 0.8725746 0.0000402 8798.088 1053.912 EM 108 -0.21700059D+05 0.2731165 0.0000126 8798.088 1053.912 EM 109 -0.21699876D+05 0.1824978 0.0000084 8798.088 1053.912 EM 110 -0.21699739D+05 0.1366869 0.0000063 8798.088 1053.912 EM 111 -0.21699632D+05 0.1072416 0.0000049 8798.088 1053.912 EM 112 -0.21699546D+05 0.0864951 0.0000040 8798.088 1053.912 EM 113 -0.21699474D+05 0.0711894 0.0000033 8798.088 1053.912 EM 114 -0.21699415D+05 0.0595744 0.0000027 8798.088 1053.912 EM 115 -0.21699364D+05 0.0505826 0.0000023 8798.088 1053.912 EM 116 -0.21699321D+05 0.0435147 0.0000020 8798.088 1053.912 EM 117 -0.21699283D+05 0.0378901 0.0000017 8798.088 1053.912 EM 118 -0.21699249D+05 0.0333677 0.0000015 8798.088 1053.912 EM 119 -0.21699220D+05 0.0296992 0.0000014 8798.088 1053.912 EM 120 -0.21699193D+05 0.0266992 0.0000012 8798.088 1053.912 EM 121 -0.21699169D+05 0.0242280 0.0000011 8798.088 1053.912 EM 122 -0.21698146D+05 1.0231558 0.0000472 8798.088 1053.912 QN 123 -0.21697998D+05 0.1478140 0.0000068 8798.088 1053.912 EM 124 -0.21697950D+05 0.0476343 0.0000022 8798.088 1053.912 EM 125 -0.21697920D+05 0.0298966 0.0000014 8798.088 1053.912 EM 126 -0.21697900D+05 0.0204889 0.0000009 8798.088 1053.912 EM 127 -0.21697885D+05 0.0149436 0.0000007 8798.088 1053.912 EM 128 -0.21697873D+05 0.0114565 0.0000005 8798.088 1053.912 EM 129 -0.21697864D+05 0.0091415 0.0000004 8798.088 1053.912 EM 130 -0.21697857D+05 0.0075372 0.0000003 8798.088 1053.912 EM 131 -0.21697850D+05 0.0063961 0.0000003 8798.088 1053.912 EM 132 -0.21697845D+05 0.0055572 0.0000003 8798.088 1053.912 EM 133 -0.21697840D+05 0.0049256 0.0000002 8798.088 1053.912 EM 134 -0.21697835D+05 0.0044402 0.0000002 8798.088 1053.912 EM 135 -0.21697831D+05 0.0040606 0.0000002 8798.088 1053.912 EM 136 -0.21697828D+05 0.0037592 0.0000002 8798.088 1053.912 EM 137 -0.21697824D+05 0.0035165 0.0000002 8798.088 1053.912 EM 138 -0.21697821D+05 0.0033185 0.0000002 8798.088 1053.912 EM 139 -0.21697818D+05 0.0031551 0.0000001 8798.088 1053.912 EM 140 -0.21697036D+05 0.7812511 0.0000360 8798.088 1053.912 QN 141 -0.21696906D+05 0.1302002 0.0000060 8798.088 1053.912 EM 142 -0.21696863D+05 0.0433029 0.0000020 8798.088 1053.912 EM 143 -0.21696833D+05 0.0301124 0.0000014 8798.088 1053.912 EM 144 -0.21696810D+05 0.0225217 0.0000010 8798.088 1053.912 EM 145 -0.21696793D+05 0.0175452 0.0000008 8798.088 1053.912 EM 146 -0.21696779D+05 0.0140659 0.0000006 8798.088 1053.912 EM 147 -0.21696767D+05 0.0115305 0.0000005 8798.088 1053.912 EM 148 -0.21696757D+05 0.0096270 0.0000004 8798.088 1053.912 EM 149 -0.21696749D+05 0.0081647 0.0000004 8798.088 1053.912 EM 150 -0.21696742D+05 0.0070207 0.0000003 8798.088 1053.912 EM 151 -0.21696736D+05 0.0061120 0.0000003 8798.088 1053.912 EM 152 -0.21696731D+05 0.0053805 0.0000002 8798.088 1053.912 EM 153 -0.21696726D+05 0.0047849 0.0000002 8798.088 1053.912 EM 154 -0.21696722D+05 0.0042947 0.0000002 8798.088 1053.912 EM 155 -0.21696718D+05 0.0038874 0.0000002 8798.088 1053.912 EM 156 -0.21693832D+05 2.8862202 0.0001330 8798.088 1053.912 QN 157 -0.21693660D+05 0.1713824 0.0000079 8798.088 1053.912 EM 158 -0.21693631D+05 0.0292863 0.0000013 8798.088 1053.912 EM 159 -0.21693615D+05 0.0161579 0.0000007 8798.088 1053.912 EM 160 -0.21693604D+05 0.0105451 0.0000005 8798.088 1053.912 EM 161 -0.21693597D+05 0.0075602 0.0000003 8798.088 1053.912 EM 162 -0.21693591D+05 0.0058093 0.0000003 8798.088 1053.912 EM 163 -0.21693586D+05 0.0047146 0.0000002 8798.088 1053.912 EM 164 -0.21693582D+05 0.0039935 0.0000002 8798.088 1053.912 EM 165 -0.21693579D+05 0.0034963 0.0000002 8798.088 1053.912 EM 166 -0.21693576D+05 0.0031390 0.0000001 8798.088 1053.912 EM 167 -0.21693573D+05 0.0028732 0.0000001 8798.088 1053.912 EM 168 -0.21693570D+05 0.0026691 0.0000001 8798.088 1053.912 EM 169 -0.21693567D+05 0.0025085 0.0000001 8798.088 1053.912 EM 170 -0.21693565D+05 0.0023791 0.0000001 8798.088 1053.912 EM 171 -0.21693563D+05 0.0022729 0.0000001 8798.088 1053.912 EM 172 -0.21693561D+05 0.0021843 0.0000001 8798.088 1053.912 EM 173 -0.21692473D+05 1.0872746 0.0000501 8798.088 1053.912 QN 174 -0.21692327D+05 0.1461586 0.0000067 8798.088 1053.912 EM 175 -0.21692269D+05 0.0580508 0.0000027 8798.088 1053.912 EM 176 -0.21692234D+05 0.0350038 0.0000016 8798.088 1053.912 EM 177 -0.21692209D+05 0.0247725 0.0000011 8798.088 1053.912 EM 178 -0.21692190D+05 0.0189302 0.0000009 8798.088 1053.912 EM 179 -0.21692175D+05 0.0150885 0.0000007 8798.088 1053.912 EM 180 -0.21692163D+05 0.0123593 0.0000006 8798.088 1053.912 EM 181 -0.21692153D+05 0.0103302 0.0000005 8798.088 1053.912 EM 182 -0.21692144D+05 0.0087711 0.0000004 8798.088 1053.912 EM 183 -0.21692136D+05 0.0075422 0.0000003 8798.088 1053.912 EM 184 -0.21692130D+05 0.0065533 0.0000003 8798.088 1053.912 EM 185 -0.21692124D+05 0.0057436 0.0000003 8798.088 1053.912 EM 186 -0.21692119D+05 0.0050710 0.0000002 8798.088 1053.912 EM 187 -0.21692114D+05 0.0045054 0.0000002 8798.088 1053.912 EM 188 -0.21692110D+05 0.0040250 0.0000002 8798.088 1053.912 EM 189 -0.21692107D+05 0.0036136 0.0000002 8798.088 1053.912 EM 190 -0.21691696D+05 0.4108292 0.0000189 8798.088 1053.912 QN 191 -0.21691455D+05 0.2409320 0.0000111 8798.088 1053.912 EM 192 -0.21691405D+05 0.0503785 0.0000023 8798.088 1053.912 EM 193 -0.21691383D+05 0.0220472 0.0000010 8798.088 1053.912 EM 194 -0.21691370D+05 0.0125852 0.0000006 8798.088 1053.912 EM 195 -0.21691362D+05 0.0085066 0.0000004 8798.088 1053.912 EM 196 -0.21691355D+05 0.0063657 0.0000003 8798.088 1053.912 EM 197 -0.21691350D+05 0.0050726 0.0000002 8798.088 1053.912 EM 198 -0.21691346D+05 0.0042127 0.0000002 8798.088 1053.912 EM 199 -0.21691342D+05 0.0036003 0.0000002 8798.088 1053.912 EM 200 -0.21691339D+05 0.0031411 0.0000001 8798.088 1053.912 EM 201 -0.21691336D+05 0.0027853 0.0000001 8798.088 1053.912 EM 202 -0.21691334D+05 0.0025015 0.0000001 8798.088 1053.912 EM 203 -0.21691332D+05 0.0022705 0.0000001 8798.088 1053.912 EM 204 -0.21691330D+05 0.0020796 0.0000001 8798.088 1053.912 EM 205 -0.21691328D+05 0.0019198 0.0000001 8798.088 1053.912 EM 206 -0.21691326D+05 0.0017848 0.0000001 8798.088 1053.912 EM 207 -0.21691324D+05 0.0016695 0.0000001 8798.088 1053.912 EM 208 -0.21690523D+05 0.8010172 0.0000369 8798.088 1053.912 QN 209 -0.21690521D+05 0.0024832 0.0000001 8798.088 1053.912 EM 210 -0.21690519D+05 0.0013352 0.0000001 8798.088 1053.912 EM 211 -0.21690518D+05 0.0008944 0.0000000 8798.088 1053.912 EM TECHNICAL 9 OUTPUT Error messages for the Configural Model: WARNING: THE VARIANCE CONTRIBUTION FROM A STRATUM WITH A SINGLE CLUSTER (PSU) IS BASED ON THE DIFFERENCE BETWEEN THE SINGLE CLUSTER VALUE AND THE OVERALL CLUSTER MEAN. 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: 67 THE MODEL ESTIMATION TERMINATED NORMALLY Error messages for the Metric Model: THE MODEL ESTIMATION TERMINATED NORMALLY Error messages for the Scalar Model: THE MODEL ESTIMATION TERMINATED NORMALLY DIAGRAM INFORMATION Mplus diagrams are currently not available for Mixture analysis. No diagram output was produced. Beginning Time: 11:54:44 Ending Time: 12:09:47 Elapsed Time: 00:15:03 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) 1998-2013 Muthen & Muthen