Mplus VERSION 8.7 (Mac) MUTHEN & MUTHEN 10/21/2021 10:48 PM INPUT INSTRUCTIONS TITLE: this is an example of a four-parameter logistic item response theory (IRT) model using priors for the lower (guessing) and upper asymptote parameters DATA: FILE = ex5.5part4.dat; VARIABLE: NAMES = u1-u20; CATEGORICAL = u1-u20(4pl); ANALYSIS: ESTIMATOR = MLR; MODEL: f BY u1-u20*; f@1; [u1$2-u20$2] (a1-a20); [u1$3-u20$3] (b1-b20); OUTPUT: TECH1 TECH8; PLOT: TYPE = PLOT3; MODEL PRIORS: a1-a20~N(1.386,1); b1-b20~N(-2,1); INPUT READING TERMINATED NORMALLY this is an example of a four-parameter logistic item response theory (IRT) model using priors for the lower (guessing) and upper asymptote parameters SUMMARY OF ANALYSIS Number of groups 1 Number of observations 10000 Number of dependent variables 20 Number of independent variables 0 Number of continuous latent variables 1 Observed dependent variables Binary and ordered categorical (ordinal) U1 U2 U3 U4 U5 U6 U7 U8 U9 U10 U11 U12 U13 U14 U15 U16 U17 U18 U19 U20 Continuous latent variables F Estimator MLR Information matrix OBSERVED Optimization Specifications for the Quasi-Newton Algorithm for Continuous Outcomes Maximum number of iterations 100 Convergence criterion 0.100D-05 Optimization Specifications for the EM Algorithm Maximum number of iterations 500 Convergence criteria Loglikelihood change 0.100D-02 Relative loglikelihood change 0.100D-05 Derivative 0.100D-02 Optimization Specifications for the M step of the EM Algorithm for Categorical Latent variables Number of M step iterations 1 M step convergence criterion 0.100D-02 Basis for M step termination ITERATION Optimization Specifications for the M step of the EM Algorithm for Censored, Binary or Ordered Categorical (Ordinal), Unordered Categorical (Nominal) and Count Outcomes Number of M step iterations 1 M step convergence criterion 0.100D-02 Basis for M step termination ITERATION Maximum value for logit thresholds 15 Minimum value for logit thresholds -15 Minimum expected cell size for chi-square 0.100D-01 Optimization algorithm EMA Integration Specifications Type STANDARD Number of integration points 15 Dimensions of numerical integration 1 Adaptive quadrature ON Link LOGIT Cholesky ON Input data file(s) ex5.5part4.dat Input data format FREE UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES U1 Category 1 0.475 4748.000 Category 2 0.525 5252.000 U2 Category 1 0.463 4634.000 Category 2 0.537 5366.000 U3 Category 1 0.459 4593.000 Category 2 0.541 5407.000 U4 Category 1 0.462 4618.000 Category 2 0.538 5382.000 U5 Category 1 0.465 4647.000 Category 2 0.535 5353.000 U6 Category 1 0.459 4590.000 Category 2 0.541 5410.000 U7 Category 1 0.471 4708.000 Category 2 0.529 5292.000 U8 Category 1 0.465 4647.000 Category 2 0.535 5353.000 U9 Category 1 0.461 4613.000 Category 2 0.539 5387.000 U10 Category 1 0.459 4594.000 Category 2 0.541 5406.000 U11 Category 1 0.460 4597.000 Category 2 0.540 5403.000 U12 Category 1 0.461 4613.000 Category 2 0.539 5387.000 U13 Category 1 0.460 4595.000 Category 2 0.540 5405.000 U14 Category 1 0.459 4594.000 Category 2 0.541 5406.000 U15 Category 1 0.459 4589.000 Category 2 0.541 5411.000 U16 Category 1 0.450 4504.000 Category 2 0.550 5496.000 U17 Category 1 0.460 4597.000 Category 2 0.540 5403.000 U18 Category 1 0.459 4593.000 Category 2 0.541 5407.000 U19 Category 1 0.461 4606.000 Category 2 0.539 5394.000 U20 Category 1 0.460 4597.000 Category 2 0.540 5403.000 THE MODEL ESTIMATION TERMINATED NORMALLY THE CHI-SQUARE TEST CANNOT BE COMPUTED BECAUSE THE FREQUENCY TABLE FOR THE CATEGORICAL VARIABLES IS TOO LARGE. MODEL FIT INFORMATION Number of Free Parameters 80 Loglikelihood H0 Value -134598.580 H0 Scaling Correction Factor 0.7938 for MLR Information Criteria Akaike (AIC) 269357.161 Bayesian (BIC) 269933.988 Sample-Size Adjusted BIC 269679.759 (n* = (n + 2) / 24) MODEL RESULTS Two-Tailed Estimate S.E. Est./S.E. P-Value F BY U1 0.918 0.155 5.919 0.000 U2 1.030 0.132 7.825 0.000 U3 1.082 0.178 6.070 0.000 U4 0.981 0.129 7.623 0.000 U5 1.770 0.895 1.978 0.048 U6 1.059 0.214 4.948 0.000 U7 0.989 0.154 6.430 0.000 U8 1.033 0.144 7.173 0.000 U9 0.886 0.085 10.400 0.000 U10 1.063 0.147 7.224 0.000 U11 1.058 0.189 5.600 0.000 U12 0.966 0.141 6.873 0.000 U13 1.018 0.233 4.369 0.000 U14 0.874 0.139 6.288 0.000 U15 0.923 0.135 6.815 0.000 U16 0.833 0.055 15.195 0.000 U17 1.435 0.443 3.240 0.001 U18 1.288 0.326 3.947 0.000 U19 0.976 0.171 5.713 0.000 U20 1.079 0.169 6.393 0.000 Thresholds U1$1 0.192 0.274 0.700 0.484 U1$2 1.312 0.403 3.256 0.001 U1$3 -2.127 0.345 -6.165 0.000 U2$1 0.275 0.238 1.158 0.247 U2$2 1.236 0.309 3.996 0.000 U2$3 -2.538 0.244 -10.419 0.000 U3$1 0.319 0.269 1.183 0.237 U3$2 1.136 0.332 3.423 0.001 U3$3 -2.519 0.251 -10.035 0.000 U4$1 0.179 0.245 0.730 0.466 U4$2 1.335 0.365 3.655 0.000 U4$3 -2.453 0.260 -9.424 0.000 U5$1 0.376 0.273 1.376 0.169 U5$2 0.710 0.245 2.901 0.004 U5$3 -1.374 0.427 -3.215 0.001 U6$1 -0.158 0.227 -0.695 0.487 U6$2 1.572 0.400 3.936 0.000 U6$3 -1.864 0.480 -3.881 0.000 U7$1 0.123 0.243 0.504 0.614 U7$2 1.387 0.370 3.753 0.000 U7$3 -2.131 0.398 -5.358 0.000 U8$1 0.204 0.239 0.854 0.393 U8$2 1.295 0.335 3.860 0.000 U8$3 -2.360 0.314 -7.517 0.000 U9$1 -0.013 0.227 -0.057 0.954 U9$2 1.596 0.385 4.146 0.000 U9$3 -2.251 0.346 -6.508 0.000 U10$1 0.279 0.244 1.145 0.252 U10$2 1.165 0.297 3.916 0.000 U10$3 -2.447 0.283 -8.636 0.000 U11$1 0.541 0.314 1.723 0.085 U11$2 0.910 0.282 3.232 0.001 U11$3 -2.642 0.187 -14.129 0.000 U12$1 0.255 0.267 0.955 0.340 U12$2 1.213 0.356 3.413 0.001 U12$3 -2.467 0.239 -10.312 0.000 U13$1 0.050 0.265 0.190 0.850 U13$2 1.290 0.441 2.927 0.003 U13$3 -1.981 0.473 -4.185 0.000 U14$1 -0.438 0.286 -1.531 0.126 U14$2 2.311 0.167 13.860 0.000 U14$3 -1.733 0.516 -3.359 0.001 U15$1 0.198 0.270 0.733 0.463 U15$2 1.229 0.373 3.294 0.001 U15$3 -2.354 0.261 -9.008 0.000 U16$1 -0.112 0.195 -0.575 0.565 U16$2 1.763 0.372 4.739 0.000 U16$3 -2.381 0.325 -7.329 0.000 U17$1 0.408 0.241 1.693 0.090 U17$2 0.901 0.260 3.462 0.001 U17$3 -1.971 0.554 -3.556 0.000 U18$1 0.351 0.249 1.409 0.159 U18$2 0.990 0.290 3.414 0.001 U18$3 -2.117 0.488 -4.339 0.000 U19$1 0.048 0.253 0.190 0.849 U19$2 1.358 0.404 3.364 0.001 U19$3 -2.069 0.406 -5.098 0.000 U20$1 -0.415 0.228 -1.818 0.069 U20$2 1.894 0.321 5.894 0.000 U20$3 -1.610 0.341 -4.720 0.000 Variances F 1.000 0.000 999.000 999.000 QUALITY OF NUMERICAL RESULTS Condition Number for the Information Matrix 0.392E-04 (ratio of smallest to largest eigenvalue) RESULTS IN PROBABILITY SCALE Estimate U1 Category 1 0.475 Category 2 0.525 U2 Category 1 0.463 Category 2 0.537 U3 Category 1 0.459 Category 2 0.541 U4 Category 1 0.462 Category 2 0.538 U5 Category 1 0.465 Category 2 0.535 U6 Category 1 0.459 Category 2 0.541 U7 Category 1 0.471 Category 2 0.529 U8 Category 1 0.465 Category 2 0.535 U9 Category 1 0.461 Category 2 0.539 U10 Category 1 0.459 Category 2 0.541 U11 Category 1 0.460 Category 2 0.540 U12 Category 1 0.461 Category 2 0.539 U13 Category 1 0.460 Category 2 0.540 U14 Category 1 0.459 Category 2 0.541 U15 Category 1 0.459 Category 2 0.541 U16 Category 1 0.450 Category 2 0.550 U17 Category 1 0.460 Category 2 0.540 U18 Category 1 0.459 Category 2 0.541 U19 Category 1 0.461 Category 2 0.539 U20 Category 1 0.460 Category 2 0.540 IRT PARAMETERIZATION Two-Tailed Estimate S.E. Est./S.E. P-Value Item Discriminations F BY U1 0.918 0.155 5.919 0.000 U2 1.030 0.132 7.825 0.000 U3 1.082 0.178 6.070 0.000 U4 0.981 0.129 7.623 0.000 U5 1.770 0.895 1.978 0.048 U6 1.059 0.214 4.948 0.000 U7 0.989 0.154 6.430 0.000 U8 1.033 0.144 7.173 0.000 U9 0.886 0.085 10.400 0.000 U10 1.063 0.147 7.224 0.000 U11 1.058 0.189 5.600 0.000 U12 0.966 0.141 6.873 0.000 U13 1.018 0.233 4.369 0.000 U14 0.874 0.139 6.288 0.000 U15 0.923 0.135 6.815 0.000 U16 0.833 0.055 15.195 0.000 U17 1.435 0.443 3.240 0.001 U18 1.288 0.326 3.947 0.000 U19 0.976 0.171 5.713 0.000 U20 1.079 0.169 6.393 0.000 Item Difficulties U1 0.209 0.276 0.759 0.448 U2 0.267 0.203 1.319 0.187 U3 0.294 0.207 1.422 0.155 U4 0.182 0.230 0.790 0.429 U5 0.213 0.151 1.406 0.160 U6 -0.149 0.210 -0.710 0.478 U7 0.124 0.237 0.523 0.601 U8 0.198 0.212 0.932 0.351 U9 -0.015 0.257 -0.057 0.954 U10 0.263 0.202 1.304 0.192 U11 0.511 0.213 2.405 0.016 U12 0.264 0.244 1.083 0.279 U13 0.049 0.255 0.193 0.847 U14 -0.502 0.253 -1.983 0.047 U15 0.215 0.267 0.803 0.422 U16 -0.135 0.238 -0.567 0.571 U17 0.284 0.149 1.901 0.057 U18 0.273 0.161 1.689 0.091 U19 0.049 0.255 0.193 0.847 U20 -0.384 0.178 -2.156 0.031 Item Guessing U1 0.212 0.067 3.151 0.002 U2 0.225 0.054 4.173 0.000 U3 0.243 0.061 3.980 0.000 U4 0.208 0.060 3.459 0.001 U5 0.330 0.054 6.095 0.000 U6 0.172 0.057 3.023 0.003 U7 0.200 0.059 3.381 0.001 U8 0.215 0.057 3.797 0.000 U9 0.169 0.054 3.125 0.002 U10 0.238 0.054 4.411 0.000 U11 0.287 0.058 4.980 0.000 U12 0.229 0.063 3.649 0.000 U13 0.216 0.075 2.895 0.004 U14 0.090 0.014 6.592 0.000 U15 0.226 0.065 3.465 0.001 U16 0.146 0.046 3.149 0.002 U17 0.289 0.053 5.405 0.000 U18 0.271 0.057 4.729 0.000 U19 0.205 0.066 3.115 0.002 U20 0.131 0.037 3.580 0.000 Upper Asymptote U1 0.894 0.033 27.218 0.000 U2 0.927 0.017 56.041 0.000 U3 0.925 0.017 53.450 0.000 U4 0.921 0.019 48.503 0.000 U5 0.798 0.069 11.585 0.000 U6 0.866 0.056 15.508 0.000 U7 0.894 0.038 23.690 0.000 U8 0.914 0.025 36.923 0.000 U9 0.905 0.030 30.351 0.000 U10 0.920 0.021 44.307 0.000 U11 0.934 0.012 80.454 0.000 U12 0.922 0.017 53.438 0.000 U13 0.879 0.050 17.426 0.000 U14 0.850 0.066 12.905 0.000 U15 0.913 0.021 44.106 0.000 U16 0.915 0.025 36.362 0.000 U17 0.878 0.059 14.757 0.000 U18 0.893 0.047 19.071 0.000 U19 0.888 0.040 21.974 0.000 U20 0.833 0.047 17.598 0.000 Variances F 1.000 0.000 0.000 1.000 TECHNICAL 1 OUTPUT PARAMETER SPECIFICATION TAU U1$1 U1$2 U1$3 U2$1 U2$2 ________ ________ ________ ________ ________ 21 22 23 24 25 TAU U2$3 U3$1 U3$2 U3$3 U4$1 ________ ________ ________ ________ ________ 26 27 28 29 30 TAU U4$2 U4$3 U5$1 U5$2 U5$3 ________ ________ ________ ________ ________ 31 32 33 34 35 TAU U6$1 U6$2 U6$3 U7$1 U7$2 ________ ________ ________ ________ ________ 36 37 38 39 40 TAU U7$3 U8$1 U8$2 U8$3 U9$1 ________ ________ ________ ________ ________ 41 42 43 44 45 TAU U9$2 U9$3 U10$1 U10$2 U10$3 ________ ________ ________ ________ ________ 46 47 48 49 50 TAU U11$1 U11$2 U11$3 U12$1 U12$2 ________ ________ ________ ________ ________ 51 52 53 54 55 TAU U12$3 U13$1 U13$2 U13$3 U14$1 ________ ________ ________ ________ ________ 56 57 58 59 60 TAU U14$2 U14$3 U15$1 U15$2 U15$3 ________ ________ ________ ________ ________ 61 62 63 64 65 TAU U16$1 U16$2 U16$3 U17$1 U17$2 ________ ________ ________ ________ ________ 66 67 68 69 70 TAU U17$3 U18$1 U18$2 U18$3 U19$1 ________ ________ ________ ________ ________ 71 72 73 74 75 TAU U19$2 U19$3 U20$1 U20$2 U20$3 ________ ________ ________ ________ ________ 76 77 78 79 80 NU U1 U2 U3 U4 U5 ________ ________ ________ ________ ________ 0 0 0 0 0 NU U6 U7 U8 U9 U10 ________ ________ ________ ________ ________ 0 0 0 0 0 NU U11 U12 U13 U14 U15 ________ ________ ________ ________ ________ 0 0 0 0 0 NU U16 U17 U18 U19 U20 ________ ________ ________ ________ ________ 0 0 0 0 0 LAMBDA F ________ U1 1 U2 2 U3 3 U4 4 U5 5 U6 6 U7 7 U8 8 U9 9 U10 10 U11 11 U12 12 U13 13 U14 14 U15 15 U16 16 U17 17 U18 18 U19 19 U20 20 THETA U1 U2 U3 U4 U5 ________ ________ ________ ________ ________ U1 0 U2 0 0 U3 0 0 0 U4 0 0 0 0 U5 0 0 0 0 0 U6 0 0 0 0 0 U7 0 0 0 0 0 U8 0 0 0 0 0 U9 0 0 0 0 0 U10 0 0 0 0 0 U11 0 0 0 0 0 U12 0 0 0 0 0 U13 0 0 0 0 0 U14 0 0 0 0 0 U15 0 0 0 0 0 U16 0 0 0 0 0 U17 0 0 0 0 0 U18 0 0 0 0 0 U19 0 0 0 0 0 U20 0 0 0 0 0 THETA U6 U7 U8 U9 U10 ________ ________ ________ ________ ________ U6 0 U7 0 0 U8 0 0 0 U9 0 0 0 0 U10 0 0 0 0 0 U11 0 0 0 0 0 U12 0 0 0 0 0 U13 0 0 0 0 0 U14 0 0 0 0 0 U15 0 0 0 0 0 U16 0 0 0 0 0 U17 0 0 0 0 0 U18 0 0 0 0 0 U19 0 0 0 0 0 U20 0 0 0 0 0 THETA U11 U12 U13 U14 U15 ________ ________ ________ ________ ________ U11 0 U12 0 0 U13 0 0 0 U14 0 0 0 0 U15 0 0 0 0 0 U16 0 0 0 0 0 U17 0 0 0 0 0 U18 0 0 0 0 0 U19 0 0 0 0 0 U20 0 0 0 0 0 THETA U16 U17 U18 U19 U20 ________ ________ ________ ________ ________ U16 0 U17 0 0 U18 0 0 0 U19 0 0 0 0 U20 0 0 0 0 0 ALPHA F ________ 0 BETA F ________ F 0 PSI F ________ F 0 STARTING VALUES TAU U1$1 U1$2 U1$3 U2$1 U2$2 ________ ________ ________ ________ ________ -0.101 2.000 -2.000 -0.147 2.000 TAU U2$3 U3$1 U3$2 U3$3 U4$1 ________ ________ ________ ________ ________ -2.000 -0.164 2.000 -2.000 -0.153 TAU U4$2 U4$3 U5$1 U5$2 U5$3 ________ ________ ________ ________ ________ 2.000 -2.000 -0.142 2.000 -2.000 TAU U6$1 U6$2 U6$3 U7$1 U7$2 ________ ________ ________ ________ ________ -0.165 2.000 -2.000 -0.117 2.000 TAU U7$3 U8$1 U8$2 U8$3 U9$1 ________ ________ ________ ________ ________ -2.000 -0.142 2.000 -2.000 -0.155 TAU U9$2 U9$3 U10$1 U10$2 U10$3 ________ ________ ________ ________ ________ 2.000 -2.000 -0.163 2.000 -2.000 TAU U11$1 U11$2 U11$3 U12$1 U12$2 ________ ________ ________ ________ ________ -0.162 2.000 -2.000 -0.155 2.000 TAU U12$3 U13$1 U13$2 U13$3 U14$1 ________ ________ ________ ________ ________ -2.000 -0.163 2.000 -2.000 -0.163 TAU U14$2 U14$3 U15$1 U15$2 U15$3 ________ ________ ________ ________ ________ 2.000 -2.000 -0.165 2.000 -2.000 TAU U16$1 U16$2 U16$3 U17$1 U17$2 ________ ________ ________ ________ ________ -0.199 2.000 -2.000 -0.162 2.000 TAU U17$3 U18$1 U18$2 U18$3 U19$1 ________ ________ ________ ________ ________ -2.000 -0.164 2.000 -2.000 -0.158 TAU U19$2 U19$3 U20$1 U20$2 U20$3 ________ ________ ________ ________ ________ 2.000 -2.000 -0.162 2.000 -2.000 NU U1 U2 U3 U4 U5 ________ ________ ________ ________ ________ 0.000 0.000 0.000 0.000 0.000 NU U6 U7 U8 U9 U10 ________ ________ ________ ________ ________ 0.000 0.000 0.000 0.000 0.000 NU U11 U12 U13 U14 U15 ________ ________ ________ ________ ________ 0.000 0.000 0.000 0.000 0.000 NU U16 U17 U18 U19 U20 ________ ________ ________ ________ ________ 0.000 0.000 0.000 0.000 0.000 LAMBDA F ________ U1 1.000 U2 1.000 U3 1.000 U4 1.000 U5 1.000 U6 1.000 U7 1.000 U8 1.000 U9 1.000 U10 1.000 U11 1.000 U12 1.000 U13 1.000 U14 1.000 U15 1.000 U16 1.000 U17 1.000 U18 1.000 U19 1.000 U20 1.000 THETA U1 U2 U3 U4 U5 ________ ________ ________ ________ ________ U1 1.000 U2 0.000 1.000 U3 0.000 0.000 1.000 U4 0.000 0.000 0.000 1.000 U5 0.000 0.000 0.000 0.000 1.000 U6 0.000 0.000 0.000 0.000 0.000 U7 0.000 0.000 0.000 0.000 0.000 U8 0.000 0.000 0.000 0.000 0.000 U9 0.000 0.000 0.000 0.000 0.000 U10 0.000 0.000 0.000 0.000 0.000 U11 0.000 0.000 0.000 0.000 0.000 U12 0.000 0.000 0.000 0.000 0.000 U13 0.000 0.000 0.000 0.000 0.000 U14 0.000 0.000 0.000 0.000 0.000 U15 0.000 0.000 0.000 0.000 0.000 U16 0.000 0.000 0.000 0.000 0.000 U17 0.000 0.000 0.000 0.000 0.000 U18 0.000 0.000 0.000 0.000 0.000 U19 0.000 0.000 0.000 0.000 0.000 U20 0.000 0.000 0.000 0.000 0.000 THETA U6 U7 U8 U9 U10 ________ ________ ________ ________ ________ U6 1.000 U7 0.000 1.000 U8 0.000 0.000 1.000 U9 0.000 0.000 0.000 1.000 U10 0.000 0.000 0.000 0.000 1.000 U11 0.000 0.000 0.000 0.000 0.000 U12 0.000 0.000 0.000 0.000 0.000 U13 0.000 0.000 0.000 0.000 0.000 U14 0.000 0.000 0.000 0.000 0.000 U15 0.000 0.000 0.000 0.000 0.000 U16 0.000 0.000 0.000 0.000 0.000 U17 0.000 0.000 0.000 0.000 0.000 U18 0.000 0.000 0.000 0.000 0.000 U19 0.000 0.000 0.000 0.000 0.000 U20 0.000 0.000 0.000 0.000 0.000 THETA U11 U12 U13 U14 U15 ________ ________ ________ ________ ________ U11 1.000 U12 0.000 1.000 U13 0.000 0.000 1.000 U14 0.000 0.000 0.000 1.000 U15 0.000 0.000 0.000 0.000 1.000 U16 0.000 0.000 0.000 0.000 0.000 U17 0.000 0.000 0.000 0.000 0.000 U18 0.000 0.000 0.000 0.000 0.000 U19 0.000 0.000 0.000 0.000 0.000 U20 0.000 0.000 0.000 0.000 0.000 THETA U16 U17 U18 U19 U20 ________ ________ ________ ________ ________ U16 1.000 U17 0.000 1.000 U18 0.000 0.000 1.000 U19 0.000 0.000 0.000 1.000 U20 0.000 0.000 0.000 0.000 1.000 ALPHA F ________ 0.000 BETA F ________ F 0.000 PSI F ________ F 1.000 TECHNICAL 8 OUTPUT E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.13473285D+06 0.0000000 0.0000000 EM 2 -0.13466945D+06 63.3995315 0.0004706 EM 3 -0.13463786D+06 31.5906440 0.0002346 EM 4 -0.13462890D+06 8.9668688 0.0000666 EM 5 -0.13461153D+06 17.3650979 0.0001290 EM 6 -0.13460421D+06 7.3214201 0.0000544 EM 7 -0.13460112D+06 3.0882931 0.0000229 EM 8 -0.13460000D+06 1.1226625 0.0000083 EM 9 -0.13459952D+06 0.4835464 0.0000036 EM 10 -0.13459923D+06 0.2811296 0.0000021 EM 11 -0.13459906D+06 0.1761088 0.0000013 EM 12 -0.13459894D+06 0.1169940 0.0000009 EM 13 -0.13459886D+06 0.0816520 0.0000006 EM 14 -0.13459880D+06 0.0593487 0.0000004 EM 15 -0.13459876D+06 0.0445681 0.0000003 EM 16 -0.13459872D+06 0.0343337 0.0000003 EM 17 -0.13459869D+06 0.0269702 0.0000002 EM 18 -0.13459867D+06 0.0214981 0.0000002 EM 19 -0.13459866D+06 0.0173229 0.0000001 EM 20 -0.13459864D+06 0.0140700 0.0000001 EM 21 -0.13459863D+06 0.0114946 0.0000001 EM 22 -0.13459862D+06 0.0094306 0.0000001 EM 23 -0.13459861D+06 0.0077612 0.0000001 EM 24 -0.13459861D+06 0.0064018 0.0000000 EM 25 -0.13459860D+06 0.0052893 0.0000000 EM 26 -0.13459860D+06 0.0043754 0.0000000 EM 27 -0.13459859D+06 0.0036225 0.0000000 EM 28 -0.13459859D+06 0.0030010 0.0000000 EM 29 -0.13459859D+06 0.0024873 0.0000000 EM 30 -0.13459859D+06 0.0020621 0.0000000 EM 31 -0.13459858D+06 0.0017098 0.0000000 EM 32 -0.13459858D+06 0.0014179 0.0000000 EM 33 -0.13459858D+06 0.0011757 0.0000000 EM 34 -0.13459858D+06 0.0009749 0.0000000 EM SAMPLE STATISTICS FOR ESTIMATED FACTOR SCORES SAMPLE STATISTICS Means F F_SE ________ ________ 0.000 0.605 Covariances F F_SE ________ ________ F 0.633 F_SE -0.007 0.001 Correlations F F_SE ________ ________ F 1.000 F_SE -0.313 1.000 PLOT INFORMATION The following plots are available: Histograms (sample values, estimated factor scores) Scatterplots (sample values, estimated factor scores) Sample proportions and estimated probabilities Item characteristic curves Information curves Latent variable distribution plots Beginning Time: 22:48:13 Ending Time: 22:48:49 Elapsed Time: 00:00:36 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) 1998-2021 Muthen & Muthen