Mplus VERSION 2.13 MUTHEN & MUTHEN 10/13/2004 9:29 AM INPUT INSTRUCTIONS TITLE: Principal-components factor analysis in M+ treating items as categorical; DATA: FILE IS D:/temp/mpdata.dat; VARIABLE: NAMES ARE slf1-slf10 cesd1-cesd7; CATEGORICAL ARE slf1-slf10 cesd1-cesd7; ANALYSIS: TYPE = EFA 8 8; OUTPUT: SAMPSTAT; INPUT READING TERMINATED NORMALLY Principal-components factor analysis in M+ treating items as categorical; SUMMARY OF ANALYSIS Number of groups 1 Number of observations 328 Number of y-variables 17 Number of x-variables 0 Number of continuous latent variables 0 Observed variables in the analysis SLF1 SLF2 SLF3 SLF4 SLF5 SLF6 SLF7 SLF8 SLF9 SLF10 CESD1 CESD2 CESD3 CESD4 CESD5 CESD6 CESD7 Categorical variables SLF1 SLF2 SLF3 SLF4 SLF5 SLF6 SLF7 SLF8 SLF9 SLF10 CESD1 CESD2 CESD3 CESD4 CESD5 CESD6 CESD7 Estimator ULS Maximum number of iterations 1000 Convergence criterion 0.500D-04 Input data file(s) D:/temp/mpdata.dat Input data format FREE SAMPLE STATISTICS ESTIMATED SAMPLE STATISTICS MEANS/INTERCEPTS/THRESHOLDS SLF1$1 SLF1$2 SLF1$3 SLF2$1 SLF2$2 ________ ________ ________ ________ ________ 1 -2.742 -1.657 0.327 -2.090 0.271 MEANS/INTERCEPTS/THRESHOLDS SLF3$1 SLF3$2 SLF3$3 SLF4$1 SLF4$2 ________ ________ ________ ________ ________ 1 -2.742 -1.792 -0.008 -2.251 -1.920 MEANS/INTERCEPTS/THRESHOLDS SLF4$3 SLF5$1 SLF5$2 SLF5$3 SLF6$1 ________ ________ ________ ________ ________ 1 0.408 -2.360 -1.351 0.208 -2.742 MEANS/INTERCEPTS/THRESHOLDS SLF6$2 SLF6$3 SLF7$1 SLF7$2 SLF8$1 ________ ________ ________ ________ ________ 1 -1.599 0.303 -1.572 0.493 -1.657 MEANS/INTERCEPTS/THRESHOLDS SLF8$2 SLF8$3 SLF9$1 SLF9$2 SLF9$3 ________ ________ ________ ________ ________ 1 -0.694 0.572 -2.027 -0.753 0.713 MEANS/INTERCEPTS/THRESHOLDS SLF10$1 SLF10$2 SLF10$3 CESD1$1 CESD1$2 ________ ________ ________ ________ ________ 1 -2.251 -1.244 0.327 0.303 0.939 MEANS/INTERCEPTS/THRESHOLDS CESD1$3 CESD2$1 CESD2$2 CESD2$3 CESD3$1 ________ ________ ________ ________ ________ 1 1.657 0.023 0.988 1.657 0.442 MEANS/INTERCEPTS/THRESHOLDS CESD3$2 CESD3$3 CESD4$1 CESD4$2 CESD4$3 ________ ________ ________ ________ ________ 1 1.079 1.599 -0.554 0.177 0.674 MEANS/INTERCEPTS/THRESHOLDS CESD5$1 CESD5$2 CESD5$3 CESD6$1 CESD6$2 ________ ________ ________ ________ ________ 1 0.069 0.764 1.180 0.255 1.093 MEANS/INTERCEPTS/THRESHOLDS CESD6$3 CESD7$1 CESD7$2 CESD7$3 ________ ________ ________ ________ 1 1.572 0.216 1.052 1.792 CORRELATION MATRIX (WITH VARIANCES ON THE DIAGONAL) SLF1 SLF2 SLF3 SLF4 SLF5 ________ ________ ________ ________ ________ SLF1 SLF2 0.697 SLF3 0.573 0.636 SLF4 0.490 0.647 0.631 SLF5 0.515 0.647 0.753 0.503 SLF6 0.554 0.665 0.614 0.609 0.583 SLF7 0.539 0.612 0.605 0.598 0.498 SLF8 0.384 0.382 0.457 0.338 0.492 SLF9 0.467 0.450 0.551 0.425 0.492 SLF10 0.502 0.539 0.581 0.408 0.599 CESD1 -0.189 -0.153 -0.086 -0.129 -0.143 CESD2 -0.083 -0.203 -0.084 -0.098 -0.137 CESD3 -0.336 -0.195 -0.244 -0.100 -0.346 CESD4 -0.023 0.037 0.149 0.124 0.027 CESD5 -0.206 -0.125 -0.210 -0.118 -0.232 CESD6 -0.208 -0.291 -0.191 -0.150 -0.256 CESD7 -0.255 -0.270 -0.293 -0.214 -0.211 CORRELATION MATRIX (WITH VARIANCES ON THE DIAGONAL) SLF6 SLF7 SLF8 SLF9 SLF10 ________ ________ ________ ________ ________ SLF7 0.726 SLF8 0.444 0.400 SLF9 0.487 0.508 0.468 SLF10 0.544 0.545 0.394 0.726 CESD1 -0.246 -0.182 -0.175 -0.147 -0.220 CESD2 -0.191 -0.159 -0.299 -0.282 -0.255 CESD3 -0.231 -0.197 -0.334 -0.469 -0.369 CESD4 0.054 -0.003 -0.128 0.045 0.103 CESD5 -0.225 -0.212 -0.324 -0.290 -0.254 CESD6 -0.332 -0.315 -0.339 -0.362 -0.357 CESD7 -0.289 -0.260 -0.237 -0.349 -0.214 CORRELATION MATRIX (WITH VARIANCES ON THE DIAGONAL) CESD1 CESD2 CESD3 CESD4 CESD5 ________ ________ ________ ________ ________ CESD2 0.258 CESD3 0.348 0.482 CESD4 0.146 0.120 0.053 CESD5 0.279 0.306 0.367 0.148 CESD6 0.339 0.349 0.662 0.108 0.405 CESD7 0.182 0.379 0.468 0.056 0.331 CORRELATION MATRIX (WITH VARIANCES ON THE DIAGONAL) CESD6 CESD7 ________ ________ CESD7 0.447 RESULTS FOR EXPLORATORY FACTOR ANALYSIS EXPLORATORY ANALYSIS WITH 8 FACTOR(S) : EIGENVALUES FOR SAMPLE CORRELATION MATRIX 1 2 3 4 5 ________ ________ ________ ________ ________ 1 6.749 2.293 1.079 0.886 0.826 EIGENVALUES FOR SAMPLE CORRELATION MATRIX 6 7 8 9 10 ________ ________ ________ ________ ________ 1 0.727 0.708 0.624 0.590 0.511 EIGENVALUES FOR SAMPLE CORRELATION MATRIX 11 12 13 14 15 ________ ________ ________ ________ ________ 1 0.489 0.405 0.346 0.263 0.200 EIGENVALUES FOR SAMPLE CORRELATION MATRIX 16 17 ________ ________ 1 0.191 0.111 VARIMAX ROTATED LOADINGS 1 2 3 4 5 ________ ________ ________ ________ ________ SLF1 0.538 0.162 0.174 -0.034 0.117 SLF2 0.745 0.127 0.117 0.111 0.223 SLF3 0.671 0.128 0.212 -0.014 0.407 SLF4 0.749 0.055 0.070 0.044 0.116 SLF5 0.515 0.160 0.221 0.011 0.807 SLF6 0.792 0.216 0.182 0.035 0.106 SLF7 0.768 0.178 0.230 0.003 0.016 SLF8 0.367 0.256 0.208 0.117 0.258 SLF9 0.389 0.339 0.548 0.097 0.127 SLF10 0.412 0.219 0.845 0.082 0.193 CESD1 -0.130 -0.362 -0.083 -0.084 0.003 CESD2 -0.066 -0.370 -0.095 -0.912 -0.016 CESD3 0.018 -0.818 -0.172 -0.176 -0.191 CESD4 0.079 -0.086 0.064 -0.041 0.010 CESD5 -0.118 -0.430 -0.127 -0.090 -0.077 CESD6 -0.178 -0.790 -0.123 -0.027 -0.026 CESD7 -0.218 -0.525 0.006 -0.182 -0.010 VARIMAX ROTATED LOADINGS 6 7 8 ________ ________ ________ SLF1 0.793 0.109 0.037 SLF2 0.296 -0.038 -0.115 SLF3 0.137 -0.148 0.273 SLF4 0.091 -0.113 0.085 SLF5 0.103 0.026 0.003 SLF6 0.048 0.063 -0.039 SLF7 0.051 0.087 0.040 SLF8 0.052 0.283 0.229 SLF9 0.125 -0.052 0.305 SLF10 0.111 -0.073 -0.081 CESD1 -0.035 -0.240 0.157 CESD2 0.018 -0.138 -0.015 CESD3 -0.199 0.017 -0.051 CESD4 -0.026 -0.491 0.010 CESD5 0.008 -0.291 -0.149 CESD6 0.047 -0.125 0.096 CESD7 -0.069 0.002 -0.184 PROMAX ROTATED LOADINGS 1 2 3 4 5 ________ ________ ________ ________ ________ SLF1 0.355 0.019 0.024 -0.064 -0.058 SLF2 0.750 0.015 -0.005 0.111 0.146 SLF3 0.525 -0.017 -0.012 -0.066 0.258 SLF4 0.795 -0.080 -0.082 0.028 0.005 SLF5 0.305 0.066 0.040 -0.020 0.804 SLF6 0.823 0.034 0.046 -0.009 0.013 SLF7 0.778 -0.050 0.096 -0.048 -0.110 SLF8 0.181 -0.040 0.023 0.051 0.157 SLF9 0.117 0.110 0.401 0.004 -0.089 SLF10 0.147 0.026 0.860 0.030 0.056 CESD1 -0.111 -0.299 -0.056 -0.037 -0.001 CESD2 -0.007 -0.070 -0.031 -0.946 0.023 CESD3 0.231 -0.902 -0.035 -0.054 -0.103 CESD4 0.129 0.107 0.096 -0.023 -0.023 CESD5 0.021 -0.255 0.005 0.000 -0.007 CESD6 -0.130 -0.846 -0.022 0.105 0.014 CESD7 -0.156 -0.481 0.173 -0.098 0.100 PROMAX ROTATED LOADINGS 6 7 8 ________ ________ ________ SLF1 0.807 0.112 0.030 SLF2 0.216 -0.092 -0.142 SLF3 0.009 -0.132 0.376 SLF4 0.006 -0.142 0.116 SLF5 -0.054 0.055 0.032 SLF6 -0.035 0.034 -0.018 SLF7 -0.013 0.081 0.094 SLF8 0.005 0.349 0.306 SLF9 0.040 -0.032 0.488 SLF10 0.008 -0.079 0.080 CESD1 -0.030 -0.211 0.194 CESD2 0.053 -0.053 0.008 CESD3 -0.123 0.107 -0.073 CESD4 -0.097 -0.566 0.049 CESD5 0.025 -0.320 -0.195 CESD6 0.112 -0.039 0.101 CESD7 -0.018 0.060 -0.210 PROMAX FACTOR CORRELATIONS 1 2 3 4 5 ________ ________ ________ ________ ________ 1 1.000 2 0.379 1.000 3 0.477 0.381 1.000 4 0.177 0.455 0.178 1.000 5 0.384 0.142 0.315 0.058 1.000 6 0.349 0.166 0.242 0.063 0.352 7 0.255 0.534 0.212 0.300 0.001 8 0.476 0.414 0.366 0.265 0.410 PROMAX FACTOR CORRELATIONS 6 7 8 ________ ________ ________ 6 1.000 7 -0.008 1.000 8 0.281 0.142 1.000 ESTIMATED ERROR VARIANCES SLF1 SLF2 SLF3 SLF4 SLF5 ________ ________ ________ ________ ________ 1 -0.003 0.251 0.207 0.387 -0.002 ESTIMATED ERROR VARIANCES SLF6 SLF7 SLF8 SLF9 SLF10 ________ ________ ________ ________ ________ 1 0.273 0.314 0.541 0.297 0.000 ESTIMATED ERROR VARIANCES CESD1 CESD2 CESD3 CESD4 CESD5 ________ ________ ________ ________ ________ 1 0.754 -0.002 0.191 0.739 0.664 ESTIMATED ERROR VARIANCES CESD6 CESD7 ________ ________ 1 0.301 0.604 ESTIMATED CORRELATION MATRIX SLF1 SLF2 SLF3 SLF4 SLF5 ________ ________ ________ ________ ________ SLF1 1.000 SLF2 0.691 1.000 SLF3 0.570 0.645 1.000 SLF4 0.500 0.626 0.624 1.000 SLF5 0.520 0.640 0.753 0.511 1.000 SLF6 0.548 0.682 0.627 0.626 0.575 SLF7 0.535 0.633 0.599 0.602 0.495 SLF8 0.382 0.379 0.454 0.331 0.499 SLF9 0.476 0.440 0.579 0.411 0.491 SLF10 0.501 0.530 0.566 0.417 0.600 CESD1 -0.188 -0.180 -0.075 -0.089 -0.151 CESD2 -0.085 -0.200 -0.087 -0.103 -0.139 CESD3 -0.327 -0.227 -0.248 -0.098 -0.336 CESD4 -0.031 0.063 0.133 0.112 0.034 CESD5 -0.193 -0.154 -0.188 -0.113 -0.228 CESD6 -0.221 -0.249 -0.206 -0.163 -0.265 CESD7 -0.258 -0.250 -0.274 -0.223 -0.213 ESTIMATED CORRELATION MATRIX SLF6 SLF7 SLF8 SLF9 SLF10 ________ ________ ________ ________ ________ SLF6 1.000 SLF7 0.697 1.000 SLF8 0.426 0.416 1.000 SLF9 0.488 0.501 0.449 1.000 SLF10 0.554 0.549 0.409 0.723 1.000 CESD1 -0.222 -0.200 -0.200 -0.170 -0.208 CESD2 -0.191 -0.153 -0.291 -0.289 -0.253 CESD3 -0.226 -0.185 -0.326 -0.447 -0.387 CESD4 0.023 0.017 -0.120 0.059 0.099 CESD5 -0.233 -0.229 -0.327 -0.310 -0.238 CESD6 -0.347 -0.310 -0.314 -0.369 -0.351 CESD7 -0.288 -0.271 -0.282 -0.344 -0.210 ESTIMATED CORRELATION MATRIX CESD1 CESD2 CESD3 CESD4 CESD5 ________ ________ ________ ________ ________ CESD1 1.000 CESD2 0.258 1.000 CESD3 0.317 0.476 1.000 CESD4 0.140 0.125 0.063 1.000 CESD5 0.235 0.304 0.403 0.164 1.000 CESD6 0.365 0.357 0.658 0.108 0.403 CESD7 0.206 0.376 0.482 0.035 0.294 ESTIMATED CORRELATION MATRIX CESD6 CESD7 ________ ________ CESD6 1.000 CESD7 0.437 1.000 RESIDUALS OBSERVED-EXPECTED SLF1 SLF2 SLF3 SLF4 SLF5 ________ ________ ________ ________ ________ SLF1 0.000 SLF2 0.006 0.000 SLF3 0.003 -0.009 0.000 SLF4 -0.010 0.021 0.007 0.000 SLF5 -0.005 0.007 0.001 -0.008 0.000 SLF6 0.006 -0.017 -0.012 -0.017 0.009 SLF7 0.004 -0.021 0.007 -0.004 0.003 SLF8 0.002 0.002 0.003 0.006 -0.007 SLF9 -0.009 0.010 -0.028 0.014 0.001 SLF10 0.001 0.009 0.015 -0.010 0.000 CESD1 -0.001 0.027 -0.011 -0.040 0.008 CESD2 0.002 -0.002 0.003 0.005 0.002 CESD3 -0.009 0.031 0.004 -0.002 -0.010 CESD4 0.008 -0.026 0.016 0.012 -0.007 CESD5 -0.014 0.030 -0.022 -0.004 -0.004 CESD6 0.012 -0.042 0.014 0.013 0.009 CESD7 0.003 -0.020 -0.019 0.010 0.001 RESIDUALS OBSERVED-EXPECTED SLF6 SLF7 SLF8 SLF9 SLF10 ________ ________ ________ ________ ________ SLF6 0.000 SLF7 0.029 0.000 SLF8 0.018 -0.016 0.000 SLF9 -0.002 0.007 0.019 0.000 SLF10 -0.010 -0.005 -0.015 0.003 0.000 CESD1 -0.024 0.018 0.026 0.024 -0.012 CESD2 -0.001 -0.006 -0.007 0.007 -0.002 CESD3 -0.005 -0.012 -0.008 -0.021 0.019 CESD4 0.031 -0.020 -0.008 -0.014 0.004 CESD5 0.008 0.017 0.003 0.020 -0.016 CESD6 0.015 -0.005 -0.025 0.007 -0.006 CESD7 -0.001 0.011 0.045 -0.005 -0.004 RESIDUALS OBSERVED-EXPECTED CESD1 CESD2 CESD3 CESD4 CESD5 ________ ________ ________ ________ ________ CESD1 0.000 CESD2 0.001 0.000 CESD3 0.030 0.006 0.000 CESD4 0.006 -0.006 -0.009 0.000 CESD5 0.044 0.002 -0.037 -0.016 0.000 CESD6 -0.026 -0.008 0.005 0.000 0.002 CESD7 -0.025 0.003 -0.014 0.021 0.037 RESIDUALS OBSERVED-EXPECTED CESD6 CESD7 ________ ________ CESD6 0.000 CESD7 0.010 0.000 ROOT MEAN SQUARE RESIDUAL IS 0.0156 Beginning Time: 09:29:20 Ending Time: 09:29:20 Elapsed Time: 00:00:00 MUTHEN & 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