Mplus VERSION 5.1 MUTHEN & MUTHEN 05/02/2008 12:33 PM INPUT INSTRUCTIONS TITLE: this is an example of an EFA at two timepoints with factor loading invariance and correlated residuals across time Invariant intercepts and free factor means at t2 DATA: FILE IS example3means.dat; VARIABLE: NAMES ARE y1-y12; MODEL: f1-f2 BY y1-y6 (*t1 1); f3-f4 BY y7-y12 (*t2 1); f3-f4 WITH f1-f2; y1-y6 PWITH y7-y12; [y1-y6] (1-6); [y7-y12] (1-6); [f3-f4]; OUTPUT: TECH1 STANDARDIZED; INPUT READING TERMINATED NORMALLY this is an example of an EFA at two timepoints with factor loading invariance and correlated residuals across time Invariant intercepts and free factor means at t2 SUMMARY OF ANALYSIS Number of groups 1 Number of observations 500 Number of dependent variables 12 Number of independent variables 0 Number of continuous latent variables 4 Observed dependent variables Continuous Y1 Y2 Y3 Y4 Y5 Y6 Y7 Y8 Y9 Y10 Y11 Y12 Continuous latent variables EFA factors *t1: F1 F2 *t2: F3 F4 Estimator ML Rotation GEOMIN Row standardization COVARIANCE Type of rotation OBLIQUE Epsilon value Varies Information matrix OBSERVED Maximum number of iterations 1000 Convergence criterion 0.500D-04 Maximum number of steepest descent iterations 20 Optimization Specifications for the Exploratory Factor Analysis Rotation Algorithm Number of random starts 30 Maximum number of iterations 10000 Derivative convergence criterion 0.100D-04 Input data file(s) example3means.dat Input data format FREE THE MODEL ESTIMATION TERMINATED NORMALLY TESTS OF MODEL FIT Chi-Square Test of Model Fit Value 46.378 Degrees of Freedom 46 P-Value 0.4567 Chi-Square Test of Model Fit for the Baseline Model Value 1265.442 Degrees of Freedom 66 P-Value 0.0000 CFI/TLI CFI 1.000 TLI 1.000 Loglikelihood H0 Value -9397.598 H1 Value -9374.409 Information Criteria Number of Free Parameters 44 Akaike (AIC) 18883.195 Bayesian (BIC) 19068.638 Sample-Size Adjusted BIC 18928.979 (n* = (n + 2) / 24) RMSEA (Root Mean Square Error Of Approximation) Estimate 0.004 90 Percent C.I. 0.000 0.030 Probability RMSEA <= .05 1.000 SRMR (Standardized Root Mean Square Residual) Value 0.028 MODEL RESULTS Two-Tailed Estimate S.E. Est./S.E. P-Value F1 BY Y1 0.751 0.063 11.820 0.000 Y2 0.896 0.075 11.976 0.000 Y3 0.740 0.053 13.871 0.000 Y4 0.013 0.037 0.336 0.737 Y5 -0.095 0.061 -1.559 0.119 Y6 0.013 0.035 0.361 0.718 F2 BY Y1 0.033 0.060 0.550 0.583 Y2 -0.043 0.064 -0.669 0.504 Y3 0.008 0.008 0.928 0.353 Y4 0.732 0.056 13.077 0.000 Y5 0.896 0.068 13.266 0.000 Y6 0.767 0.059 12.963 0.000 F3 BY Y7 0.751 0.063 11.820 0.000 Y8 0.896 0.075 11.976 0.000 Y9 0.740 0.053 13.871 0.000 Y10 0.013 0.037 0.336 0.737 Y11 -0.095 0.061 -1.559 0.119 Y12 0.013 0.035 0.361 0.718 F4 BY Y7 0.033 0.060 0.550 0.583 Y8 -0.043 0.064 -0.669 0.504 Y9 0.008 0.008 0.928 0.353 Y10 0.732 0.056 13.077 0.000 Y11 0.896 0.068 13.266 0.000 Y12 0.767 0.059 12.963 0.000 F3 WITH F1 0.419 0.066 6.322 0.000 F2 0.315 0.067 4.698 0.000 F4 WITH F1 0.304 0.068 4.443 0.000 F2 0.287 0.070 4.085 0.000 F3 0.512 0.087 5.853 0.000 F2 WITH F1 0.467 0.070 6.664 0.000 Y1 WITH Y7 0.397 0.061 6.468 0.000 Y2 WITH Y8 0.133 0.058 2.316 0.021 Y3 WITH Y9 0.312 0.058 5.340 0.000 Y4 WITH Y10 0.348 0.064 5.407 0.000 Y5 WITH Y11 0.243 0.061 4.004 0.000 Y6 WITH Y12 0.377 0.064 5.846 0.000 Means F3 0.508 0.070 7.247 0.000 F4 0.743 0.076 9.770 0.000 Intercepts Y1 0.006 0.054 0.105 0.916 Y2 0.026 0.054 0.487 0.626 Y3 0.030 0.053 0.558 0.577 Y4 0.091 0.054 1.674 0.094 Y5 0.068 0.054 1.258 0.208 Y6 0.084 0.056 1.503 0.133 Y7 0.006 0.054 0.105 0.916 Y8 0.026 0.054 0.487 0.626 Y9 0.030 0.053 0.558 0.577 Y10 0.091 0.054 1.674 0.094 Y11 0.068 0.054 1.258 0.208 Y12 0.084 0.056 1.503 0.133 Variances F1 1.000 0.000 999.000 999.000 F2 1.000 0.000 999.000 999.000 F3 1.060 0.136 7.822 0.000 F4 1.048 0.141 7.415 0.000 Residual Variances Y1 1.030 0.085 12.161 0.000 Y2 0.829 0.095 8.701 0.000 Y3 1.094 0.088 12.373 0.000 Y4 1.120 0.089 12.551 0.000 Y5 0.854 0.093 9.140 0.000 Y6 1.137 0.094 12.049 0.000 Y7 1.076 0.089 12.031 0.000 Y8 0.777 0.089 8.752 0.000 Y9 0.952 0.082 11.622 0.000 Y10 1.202 0.094 12.750 0.000 Y11 0.857 0.098 8.783 0.000 Y12 1.099 0.091 12.091 0.000 STANDARDIZED MODEL RESULTS STDYX Standardization Two-Tailed Estimate S.E. Est./S.E. P-Value F1 BY Y1 0.590 0.045 13.253 0.000 Y2 0.709 0.052 13.600 0.000 Y3 0.577 0.036 16.110 0.000 Y4 0.010 0.029 0.336 0.737 Y5 -0.075 0.048 -1.555 0.120 Y6 0.010 0.027 0.361 0.718 F2 BY Y1 0.026 0.047 0.549 0.583 Y2 -0.034 0.051 -0.669 0.503 Y3 0.006 0.006 0.927 0.354 Y4 0.567 0.039 14.671 0.000 Y5 0.711 0.048 14.781 0.000 Y6 0.582 0.040 14.485 0.000 F3 BY Y7 0.593 0.047 12.624 0.000 Y8 0.731 0.049 14.866 0.000 Y9 0.614 0.037 16.390 0.000 Y10 0.010 0.029 0.336 0.737 Y11 -0.077 0.049 -1.561 0.118 Y12 0.010 0.027 0.361 0.718 F4 BY Y7 0.026 0.047 0.549 0.583 Y8 -0.035 0.052 -0.668 0.504 Y9 0.006 0.007 0.924 0.356 Y10 0.562 0.039 14.446 0.000 Y11 0.720 0.051 14.086 0.000 Y12 0.598 0.038 15.864 0.000 F3 WITH F1 0.407 0.059 6.911 0.000 F2 0.306 0.063 4.866 0.000 F4 WITH F1 0.297 0.064 4.612 0.000 F2 0.280 0.066 4.261 0.000 F3 0.485 0.067 7.249 0.000 F2 WITH F1 0.467 0.070 6.664 0.000 Y1 WITH Y7 0.377 0.047 7.969 0.000 Y2 WITH Y8 0.166 0.065 2.536 0.011 Y3 WITH Y9 0.306 0.049 6.191 0.000 Y4 WITH Y10 0.300 0.049 6.154 0.000 Y5 WITH Y11 0.284 0.062 4.615 0.000 Y6 WITH Y12 0.337 0.050 6.801 0.000 Means F3 0.493 0.067 7.315 0.000 F4 0.726 0.074 9.755 0.000 Intercepts Y1 0.004 0.042 0.105 0.916 Y2 0.021 0.042 0.487 0.626 Y3 0.023 0.041 0.557 0.577 Y4 0.070 0.042 1.667 0.095 Y5 0.054 0.043 1.255 0.209 Y6 0.064 0.042 1.499 0.134 Y7 0.004 0.041 0.105 0.916 Y8 0.021 0.043 0.487 0.626 Y9 0.024 0.043 0.557 0.578 Y10 0.068 0.041 1.667 0.095 Y11 0.054 0.043 1.255 0.209 Y12 0.064 0.043 1.498 0.134 Variances F1 1.000 0.000 999.000 999.000 F2 1.000 0.000 999.000 999.000 F3 1.000 0.000 999.000 999.000 F4 1.000 0.000 999.000 999.000 Residual Variances Y1 0.637 0.040 15.767 0.000 Y2 0.519 0.056 9.208 0.000 Y3 0.664 0.040 16.586 0.000 Y4 0.673 0.039 17.425 0.000 Y5 0.539 0.051 10.482 0.000 Y6 0.656 0.041 15.890 0.000 Y7 0.633 0.043 14.733 0.000 Y8 0.489 0.051 9.497 0.000 Y9 0.619 0.044 13.970 0.000 Y10 0.678 0.038 17.913 0.000 Y11 0.529 0.055 9.604 0.000 Y12 0.637 0.039 16.202 0.000 STDY Standardization Two-Tailed Estimate S.E. Est./S.E. P-Value F1 BY Y1 0.590 0.045 13.253 0.000 Y2 0.709 0.052 13.600 0.000 Y3 0.577 0.036 16.110 0.000 Y4 0.010 0.029 0.336 0.737 Y5 -0.075 0.048 -1.555 0.120 Y6 0.010 0.027 0.361 0.718 F2 BY Y1 0.026 0.047 0.549 0.583 Y2 -0.034 0.051 -0.669 0.503 Y3 0.006 0.006 0.927 0.354 Y4 0.567 0.039 14.671 0.000 Y5 0.711 0.048 14.781 0.000 Y6 0.582 0.040 14.485 0.000 F3 BY Y7 0.593 0.047 12.624 0.000 Y8 0.731 0.049 14.866 0.000 Y9 0.614 0.037 16.390 0.000 Y10 0.010 0.029 0.336 0.737 Y11 -0.077 0.049 -1.561 0.118 Y12 0.010 0.027 0.361 0.718 F4 BY Y7 0.026 0.047 0.549 0.583 Y8 -0.035 0.052 -0.668 0.504 Y9 0.006 0.007 0.924 0.356 Y10 0.562 0.039 14.446 0.000 Y11 0.720 0.051 14.086 0.000 Y12 0.598 0.038 15.864 0.000 F3 WITH F1 0.407 0.059 6.911 0.000 F2 0.306 0.063 4.866 0.000 F4 WITH F1 0.297 0.064 4.612 0.000 F2 0.280 0.066 4.261 0.000 F3 0.485 0.067 7.249 0.000 F2 WITH F1 0.467 0.070 6.664 0.000 Y1 WITH Y7 0.377 0.047 7.969 0.000 Y2 WITH Y8 0.166 0.065 2.536 0.011 Y3 WITH Y9 0.306 0.049 6.191 0.000 Y4 WITH Y10 0.300 0.049 6.154 0.000 Y5 WITH Y11 0.284 0.062 4.615 0.000 Y6 WITH Y12 0.337 0.050 6.801 0.000 Means F3 0.493 0.067 7.315 0.000 F4 0.726 0.074 9.755 0.000 Intercepts Y1 0.004 0.042 0.105 0.916 Y2 0.021 0.042 0.487 0.626 Y3 0.023 0.041 0.557 0.577 Y4 0.070 0.042 1.667 0.095 Y5 0.054 0.043 1.255 0.209 Y6 0.064 0.042 1.499 0.134 Y7 0.004 0.041 0.105 0.916 Y8 0.021 0.043 0.487 0.626 Y9 0.024 0.043 0.557 0.578 Y10 0.068 0.041 1.667 0.095 Y11 0.054 0.043 1.255 0.209 Y12 0.064 0.043 1.498 0.134 Variances F1 1.000 0.000 999.000 999.000 F2 1.000 0.000 999.000 999.000 F3 1.000 0.000 999.000 999.000 F4 1.000 0.000 999.000 999.000 Residual Variances Y1 0.637 0.040 15.767 0.000 Y2 0.519 0.056 9.208 0.000 Y3 0.664 0.040 16.586 0.000 Y4 0.673 0.039 17.425 0.000 Y5 0.539 0.051 10.482 0.000 Y6 0.656 0.041 15.890 0.000 Y7 0.633 0.043 14.733 0.000 Y8 0.489 0.051 9.497 0.000 Y9 0.619 0.044 13.970 0.000 Y10 0.678 0.038 17.913 0.000 Y11 0.529 0.055 9.604 0.000 Y12 0.637 0.039 16.202 0.000 STD Standardization Two-Tailed Estimate S.E. Est./S.E. P-Value F1 BY Y1 0.751 0.063 11.820 0.000 Y2 0.896 0.075 11.976 0.000 Y3 0.740 0.053 13.871 0.000 Y4 0.013 0.037 0.336 0.737 Y5 -0.095 0.061 -1.559 0.119 Y6 0.013 0.035 0.361 0.718 F2 BY Y1 0.033 0.060 0.550 0.583 Y2 -0.043 0.064 -0.669 0.504 Y3 0.008 0.008 0.928 0.353 Y4 0.732 0.056 13.077 0.000 Y5 0.896 0.068 13.266 0.000 Y6 0.767 0.059 12.963 0.000 F3 BY Y7 0.773 0.068 11.304 0.000 Y8 0.922 0.071 13.011 0.000 Y9 0.762 0.055 13.829 0.000 Y10 0.013 0.039 0.336 0.737 Y11 -0.098 0.063 -1.563 0.118 Y12 0.013 0.036 0.361 0.718 F4 BY Y7 0.034 0.061 0.550 0.583 Y8 -0.044 0.066 -0.668 0.504 Y9 0.008 0.008 0.926 0.354 Y10 0.749 0.058 12.956 0.000 Y11 0.917 0.073 12.590 0.000 Y12 0.785 0.057 13.887 0.000 F3 WITH F1 0.407 0.059 6.911 0.000 F2 0.306 0.063 4.866 0.000 F4 WITH F1 0.297 0.064 4.612 0.000 F2 0.280 0.066 4.261 0.000 F3 0.485 0.067 7.249 0.000 F2 WITH F1 0.467 0.070 6.664 0.000 Y1 WITH Y7 0.397 0.061 6.468 0.000 Y2 WITH Y8 0.133 0.058 2.316 0.021 Y3 WITH Y9 0.312 0.058 5.340 0.000 Y4 WITH Y10 0.348 0.064 5.407 0.000 Y5 WITH Y11 0.243 0.061 4.004 0.000 Y6 WITH Y12 0.377 0.064 5.846 0.000 Means F3 0.493 0.067 7.315 0.000 F4 0.726 0.074 9.755 0.000 Intercepts Y1 0.006 0.054 0.105 0.916 Y2 0.026 0.054 0.487 0.626 Y3 0.030 0.053 0.558 0.577 Y4 0.091 0.054 1.674 0.094 Y5 0.068 0.054 1.258 0.208 Y6 0.084 0.056 1.503 0.133 Y7 0.006 0.054 0.105 0.916 Y8 0.026 0.054 0.487 0.626 Y9 0.030 0.053 0.558 0.577 Y10 0.091 0.054 1.674 0.094 Y11 0.068 0.054 1.258 0.208 Y12 0.084 0.056 1.503 0.133 Variances F1 1.000 0.000 999.000 999.000 F2 1.000 0.000 999.000 999.000 F3 1.000 0.000 999.000 999.000 F4 1.000 0.000 999.000 999.000 Residual Variances Y1 1.030 0.085 12.161 0.000 Y2 0.829 0.095 8.701 0.000 Y3 1.094 0.088 12.373 0.000 Y4 1.120 0.089 12.551 0.000 Y5 0.854 0.093 9.140 0.000 Y6 1.137 0.094 12.049 0.000 Y7 1.076 0.089 12.031 0.000 Y8 0.777 0.089 8.752 0.000 Y9 0.952 0.082 11.622 0.000 Y10 1.202 0.094 12.750 0.000 Y11 0.857 0.098 8.783 0.000 Y12 1.099 0.091 12.091 0.000 R-SQUARE Observed Two-Tailed Variable Estimate S.E. Est./S.E. P-Value Y1 0.363 0.040 8.996 0.000 Y2 0.481 0.056 8.530 0.000 Y3 0.336 0.040 8.380 0.000 Y4 0.327 0.039 8.461 0.000 Y5 0.461 0.051 8.981 0.000 Y6 0.344 0.041 8.346 0.000 Y7 0.367 0.043 8.540 0.000 Y8 0.511 0.051 9.944 0.000 Y9 0.381 0.044 8.600 0.000 Y10 0.322 0.038 8.498 0.000 Y11 0.471 0.055 8.550 0.000 Y12 0.363 0.039 9.229 0.000 QUALITY OF NUMERICAL RESULTS Condition Number for the Information Matrix 0.211E-01 (ratio of smallest to largest eigenvalue) TECHNICAL 1 OUTPUT TECHNICAL 1 OUTPUT FOR THE UNROTATED SOLUTION PARAMETER SPECIFICATION NU Y1 Y2 Y3 Y4 Y5 ________ ________ ________ ________ ________ 1 1 2 3 4 5 NU Y6 Y7 Y8 Y9 Y10 ________ ________ ________ ________ ________ 1 6 1 2 3 4 NU Y11 Y12 ________ ________ 1 5 6 LAMBDA F1 F2 F3 F4 ________ ________ ________ ________ Y1 7 0 0 0 Y2 8 9 0 0 Y3 10 11 0 0 Y4 12 13 0 0 Y5 14 15 0 0 Y6 16 17 0 0 Y7 0 0 7 0 Y8 0 0 8 9 Y9 0 0 10 11 Y10 0 0 12 13 Y11 0 0 14 15 Y12 0 0 16 17 THETA Y1 Y2 Y3 Y4 Y5 ________ ________ ________ ________ ________ Y1 18 Y2 0 19 Y3 0 0 20 Y4 0 0 0 21 Y5 0 0 0 0 22 Y6 0 0 0 0 0 Y7 24 0 0 0 0 Y8 0 26 0 0 0 Y9 0 0 28 0 0 Y10 0 0 0 30 0 Y11 0 0 0 0 32 Y12 0 0 0 0 0 THETA Y6 Y7 Y8 Y9 Y10 ________ ________ ________ ________ ________ Y6 23 Y7 0 25 Y8 0 0 27 Y9 0 0 0 29 Y10 0 0 0 0 31 Y11 0 0 0 0 0 Y12 34 0 0 0 0 THETA Y11 Y12 ________ ________ Y11 33 Y12 0 35 ALPHA F1 F2 F3 F4 ________ ________ ________ ________ 1 0 0 36 37 BETA F1 F2 F3 F4 ________ ________ ________ ________ F1 0 0 0 0 F2 0 0 0 0 F3 0 0 0 0 F4 0 0 0 0 PSI F1 F2 F3 F4 ________ ________ ________ ________ F1 0 F2 0 0 F3 38 39 40 F4 41 42 43 44 STARTING VALUES NU Y1 Y2 Y3 Y4 Y5 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU Y6 Y7 Y8 Y9 Y10 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU Y11 Y12 ________ ________ 1 0.000 0.000 LAMBDA F1 F2 F3 F4 ________ ________ ________ ________ Y1 1.000 0.000 0.000 0.000 Y2 1.000 1.000 0.000 0.000 Y3 1.000 1.000 0.000 0.000 Y4 1.000 1.000 0.000 0.000 Y5 1.000 1.000 0.000 0.000 Y6 1.000 1.000 0.000 0.000 Y7 0.000 0.000 1.000 0.000 Y8 0.000 0.000 1.000 1.000 Y9 0.000 0.000 1.000 1.000 Y10 0.000 0.000 1.000 1.000 Y11 0.000 0.000 1.000 1.000 Y12 0.000 0.000 1.000 1.000 THETA Y1 Y2 Y3 Y4 Y5 ________ ________ ________ ________ ________ Y1 0.788 Y2 0.000 0.831 Y3 0.000 0.000 0.801 Y4 0.000 0.000 0.000 0.837 Y5 0.000 0.000 0.000 0.000 0.785 Y6 0.000 0.000 0.000 0.000 0.000 Y7 0.000 0.000 0.000 0.000 0.000 Y8 0.000 0.000 0.000 0.000 0.000 Y9 0.000 0.000 0.000 0.000 0.000 Y10 0.000 0.000 0.000 0.000 0.000 Y11 0.000 0.000 0.000 0.000 0.000 Y12 0.000 0.000 0.000 0.000 0.000 THETA Y6 Y7 Y8 Y9 Y10 ________ ________ ________ ________ ________ Y6 0.882 Y7 0.000 0.870 Y8 0.000 0.000 0.780 Y9 0.000 0.000 0.000 0.770 Y10 0.000 0.000 0.000 0.000 0.880 Y11 0.000 0.000 0.000 0.000 0.000 Y12 0.000 0.000 0.000 0.000 0.000 THETA Y11 Y12 ________ ________ Y11 0.833 Y12 0.000 0.844 ALPHA F1 F2 F3 F4 ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 BETA F1 F2 F3 F4 ________ ________ ________ ________ F1 0.000 0.000 0.000 0.000 F2 0.000 0.000 0.000 0.000 F3 0.000 0.000 0.000 0.000 F4 0.000 0.000 0.000 0.000 PSI F1 F2 F3 F4 ________ ________ ________ ________ F1 1.000 F2 0.000 1.000 F3 0.000 0.000 1.000 F4 0.000 0.000 0.000 1.000 TECHNICAL 1 OUTPUT FOR THE ROTATED SOLUTION PARAMETER SPECIFICATION NU Y1 Y2 Y3 Y4 Y5 ________ ________ ________ ________ ________ 1 1 2 3 4 5 NU Y6 Y7 Y8 Y9 Y10 ________ ________ ________ ________ ________ 1 6 1 2 3 4 NU Y11 Y12 ________ ________ 1 5 6 LAMBDA F1 F2 F3 F4 ________ ________ ________ ________ Y1 7 8 0 0 Y2 9 10 0 0 Y3 11 12 0 0 Y4 13 14 0 0 Y5 15 16 0 0 Y6 17 18 0 0 Y7 0 0 19 20 Y8 0 0 21 22 Y9 0 0 23 24 Y10 0 0 25 26 Y11 0 0 27 28 Y12 0 0 29 30 THETA Y1 Y2 Y3 Y4 Y5 ________ ________ ________ ________ ________ Y1 31 Y2 0 32 Y3 0 0 33 Y4 0 0 0 34 Y5 0 0 0 0 35 Y6 0 0 0 0 0 Y7 37 0 0 0 0 Y8 0 39 0 0 0 Y9 0 0 41 0 0 Y10 0 0 0 43 0 Y11 0 0 0 0 45 Y12 0 0 0 0 0 THETA Y6 Y7 Y8 Y9 Y10 ________ ________ ________ ________ ________ Y6 36 Y7 0 38 Y8 0 0 40 Y9 0 0 0 42 Y10 0 0 0 0 44 Y11 0 0 0 0 0 Y12 47 0 0 0 0 THETA Y11 Y12 ________ ________ Y11 46 Y12 0 48 ALPHA F1 F2 F3 F4 ________ ________ ________ ________ 1 0 0 49 50 BETA F1 F2 F3 F4 ________ ________ ________ ________ F1 0 0 0 0 F2 0 0 0 0 F3 0 0 0 0 F4 0 0 0 0 PSI F1 F2 F3 F4 ________ ________ ________ ________ F1 0 F2 51 0 F3 52 53 54 F4 55 56 57 58 STARTING VALUES NU Y1 Y2 Y3 Y4 Y5 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU Y6 Y7 Y8 Y9 Y10 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU Y11 Y12 ________ ________ 1 0.000 0.000 LAMBDA F1 F2 F3 F4 ________ ________ ________ ________ Y1 0.000 0.000 0.000 0.000 Y2 0.000 0.000 0.000 0.000 Y3 0.000 0.000 0.000 0.000 Y4 0.000 0.000 0.000 0.000 Y5 0.000 0.000 0.000 0.000 Y6 0.000 0.000 0.000 0.000 Y7 0.000 0.000 0.000 0.000 Y8 0.000 0.000 0.000 0.000 Y9 0.000 0.000 0.000 0.000 Y10 0.000 0.000 0.000 0.000 Y11 0.000 0.000 0.000 0.000 Y12 0.000 0.000 0.000 0.000 THETA Y1 Y2 Y3 Y4 Y5 ________ ________ ________ ________ ________ Y1 0.788 Y2 0.000 0.831 Y3 0.000 0.000 0.801 Y4 0.000 0.000 0.000 0.837 Y5 0.000 0.000 0.000 0.000 0.785 Y6 0.000 0.000 0.000 0.000 0.000 Y7 0.000 0.000 0.000 0.000 0.000 Y8 0.000 0.000 0.000 0.000 0.000 Y9 0.000 0.000 0.000 0.000 0.000 Y10 0.000 0.000 0.000 0.000 0.000 Y11 0.000 0.000 0.000 0.000 0.000 Y12 0.000 0.000 0.000 0.000 0.000 THETA Y6 Y7 Y8 Y9 Y10 ________ ________ ________ ________ ________ Y6 0.882 Y7 0.000 0.870 Y8 0.000 0.000 0.780 Y9 0.000 0.000 0.000 0.770 Y10 0.000 0.000 0.000 0.000 0.880 Y11 0.000 0.000 0.000 0.000 0.000 Y12 0.000 0.000 0.000 0.000 0.000 THETA Y11 Y12 ________ ________ Y11 0.833 Y12 0.000 0.844 ALPHA F1 F2 F3 F4 ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 BETA F1 F2 F3 F4 ________ ________ ________ ________ F1 0.000 0.000 0.000 0.000 F2 0.000 0.000 0.000 0.000 F3 0.000 0.000 0.000 0.000 F4 0.000 0.000 0.000 0.000 PSI F1 F2 F3 F4 ________ ________ ________ ________ F1 1.000 F2 0.000 1.000 F3 0.000 0.000 1.000 F4 0.000 0.000 0.000 1.000 Beginning Time: 12:33:16 Ending Time: 12:33:16 Elapsed Time: 00:00:00 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) 1998-2008 Muthen & Muthen