Mplus VERSION 6.1 MUTHEN & MUTHEN 10/15/2010 12:54 PM INPUT INSTRUCTIONS title: Raw data from Holzinger-Swineford as entered by the students of Muthen's Fall 1993 UCLA Education 210E class: Grades VII and VIII of the Grant-White elementary school in Forest Park, Illinois n=145 The 24 tests and the 2 revised/new tests. Gender, grade, and age information Sources: Holzinger, K. J. & Swineford, F. (1939). A study in Factor Analysis: The Stability of a Bi-Factor Solution. Supplementary Educational Monographs. Chicago, Ill.: The University of Chicago. Harman, H.H. (1976). Modern Factor Analysis. Third Edition. Chicago: The University of Chicago Press data: file is holzingr.dat; format is f3,2f2,f3,2f2/3x,13(1x,f3)/3x,13(1x,f3); variable: names are id female grade agey agem school visual cubes paper flags general paragrap sentence wordc wordm addition code counting straight wordr numberr figurer object numberf figurew deduct numeric problemr series arithmet paperrev flagssub; ! id is student record; these data are the n=145 students ! in records 201-351 given in the 1939 monograph. ! agey is age in years, agem is age in months. ! school = 0 is Grant-White ! flags = lozenges usev are visual cubes paper flags general paragrap sentence wordc wordm addition code counting straight wordr numberr figurer object numberf figurew; useobs = school eq 0; Define: visual = visual/sqrt(47.471); cubes = cubes /sqrt(19.622); paper = paper /sqrt(7.908); flags = flags/sqrt(68.695); general = general/sqrt(134.970); paragrap = paragrap/sqrt(11.315); sentence = sentence/sqrt(21.467); wordc = wordc/sqrt(28.505); wordm = wordm/sqrt(62.727); addition = addition/sqrt(561.692); code = code/sqrt(275.759); counting = counting/sqrt(437.752); straight = straight/sqrt(1362.158); wordr = wordr/sqrt(116.448); numberr = numberr/sqrt(56.496); figurer = figurer/sqrt(45.937); object = object/sqrt(20.730); numberf = numberf/sqrt(20.150); figurew = figurew/sqrt(12.845); Analysis: estimator = bayes; process = 2; fbiter = 10000; Model: spatial by visual* cubes paper flags; verbal by general* paragrap sentence wordc wordm; speed by addition* code counting straight; memory by wordr* numberr figurer object numberf figurew; spatial-memory@1; spatial by general-wordm*0 (a1-a5); spatial by code-counting* (a7-a8); spatial by wordr-figurer* (a10-a12); spatial by numberf-figurew* (a14-a15); verbal by visual-flags*0 (b1-b4); verbal by addition-figurew*0 (b5-b14); speed by visual-wordm*0 (c1-c9); speed by wordr-figurew*0 (c10-c15); memory by visual-straight*0 (d1-d13); spatial by addition* straight* object*; model priors: a1-a5 ~ n(0,.01); a7-a8 ~ n(0,.01); a10-a12 ~ n(0,.01); a14-a15 ~ n(0,.01); b1-b14 ~ n(0,.01); c1-c15 ~ n(0,.01); d1-d13 ~ n(0,.01); Output: tech1 tech8 stdyx; Plot: type = plot2; INPUT READING TERMINATED NORMALLY Raw data from Holzinger-Swineford as entered by the students of Muthen's Fall 1993 UCLA Education 210E class: Grades VII and VIII of the Grant-White elementary school in Forest Park, Illinois n=145 The 24 tests and the 2 revised/new tests. Gender, grade, and age information Sources: Holzinger, K. J. & Swineford, F. (1939). A study in Factor Analysis: The Stability of a Bi-Factor Solution. Supplementary Educational Monographs. Chicago, Ill.: The University of Chicago. Harman, H.H. (1976). Modern Factor Analysis. Third Edition. Chicago: The University of Chicago Press SUMMARY OF ANALYSIS Number of groups 1 Number of observations 145 Number of dependent variables 19 Number of independent variables 0 Number of continuous latent variables 4 Observed dependent variables Continuous VISUAL CUBES PAPER FLAGS GENERAL PARAGRAP SENTENCE WORDC WORDM ADDITION CODE COUNTING STRAIGHT WORDR NUMBERR FIGURER OBJECT NUMBERF FIGUREW Continuous latent variables SPATIAL VERBAL SPEED MEMORY Estimator BAYES Specifications for Bayesian Estimation Point estimate MEDIAN Number of Markov chain Monte Carlo (MCMC) chains 2 Random seed for the first chain 0 Starting value information UNPERTURBED Treatment of categorical mediator LATENT Algorithm used for Markov chain Monte Carlo GIBBS(PX1) Fixed number of iterations 10000 K-th iteration used for thinning 1 Input data file(s) holzingr.dat Input data format (F3,2F2,F3,2F2,/,3X,13(1X,F3),/,3X,13(1X,F3)) THE MODEL ESTIMATION TERMINATED NORMALLY MODEL FIT INFORMATION Number of Free Parameters 120 Bayesian Posterior Predictive Checking using Chi-Square 95% Confidence Interval for the Difference Between the Observed and the Replicated Chi-Square Values -49.461 51.845 Posterior Predictive P-Value 0.503 Information Criterion Deviance (DIC) 6956.076 Estimated Number of Parameters (pD) 86.948 MODEL RESULTS Posterior One-Tailed 95% C.I. Estimate S.D. P-Value Lower 2.5% Upper 2.5% SPATIAL BY VISUAL 0.708 0.124 0.000 0.472 0.962 CUBES 0.531 0.128 0.000 0.287 0.789 PAPER 0.501 0.123 0.000 0.265 0.750 FLAGS 0.666 0.120 0.000 0.438 0.909 GENERAL 0.031 0.075 0.339 -0.115 0.175 PARAGRAP 0.005 0.073 0.468 -0.141 0.149 SENTENCE -0.033 0.075 0.331 -0.182 0.109 WORDC 0.054 0.077 0.242 -0.096 0.205 WORDM -0.016 0.075 0.420 -0.164 0.131 CODE 0.005 0.083 0.478 -0.158 0.166 COUNTING -0.006 0.091 0.474 -0.186 0.173 WORDR -0.059 0.083 0.233 -0.226 0.101 NUMBERR -0.030 0.083 0.356 -0.192 0.130 FIGURER 0.095 0.085 0.134 -0.075 0.259 NUMBERF 0.033 0.086 0.350 -0.134 0.199 FIGUREW -0.012 0.083 0.442 -0.178 0.153 ADDITION -0.402 0.175 0.004 -0.791 -0.103 STRAIGHT 0.392 0.128 0.002 0.136 0.639 OBJECT -0.484 0.201 0.001 -0.961 -0.159 VERBAL BY GENERAL 0.818 0.091 0.000 0.645 1.005 PARAGRAP 0.865 0.091 0.000 0.695 1.052 SENTENCE 0.910 0.091 0.000 0.741 1.094 WORDC 0.625 0.095 0.000 0.444 0.818 WORDM 0.920 0.092 0.000 0.750 1.108 VISUAL 0.005 0.078 0.476 -0.147 0.155 CUBES -0.002 0.077 0.486 -0.156 0.144 PAPER 0.037 0.077 0.315 -0.118 0.185 FLAGS 0.055 0.078 0.245 -0.099 0.206 ADDITION 0.066 0.083 0.204 -0.095 0.233 CODE 0.051 0.073 0.246 -0.091 0.191 COUNTING -0.095 0.077 0.106 -0.245 0.058 STRAIGHT -0.002 0.075 0.490 -0.151 0.144 WORDR 0.044 0.076 0.286 -0.105 0.191 NUMBERR -0.005 0.076 0.475 -0.156 0.143 FIGURER -0.032 0.077 0.338 -0.186 0.117 OBJECT 0.039 0.083 0.319 -0.129 0.200 NUMBERF -0.081 0.076 0.140 -0.236 0.064 FIGUREW 0.041 0.075 0.291 -0.107 0.189 SPEED BY ADDITION 0.942 0.154 0.000 0.691 1.291 CODE 0.571 0.107 0.000 0.378 0.795 COUNTING 0.852 0.110 0.000 0.644 1.082 STRAIGHT 0.586 0.113 0.000 0.364 0.813 VISUAL 0.030 0.083 0.356 -0.138 0.189 CUBES -0.011 0.080 0.446 -0.170 0.142 PAPER 0.034 0.079 0.333 -0.122 0.186 FLAGS -0.023 0.079 0.385 -0.183 0.131 GENERAL 0.060 0.070 0.197 -0.081 0.195 PARAGRAP -0.051 0.071 0.234 -0.195 0.085 SENTENCE 0.021 0.071 0.380 -0.121 0.163 WORDC 0.099 0.071 0.085 -0.043 0.237 WORDM -0.087 0.070 0.107 -0.225 0.048 WORDR -0.032 0.078 0.343 -0.186 0.121 NUMBERR -0.039 0.080 0.306 -0.199 0.115 FIGURER -0.055 0.078 0.236 -0.213 0.099 OBJECT 0.039 0.087 0.327 -0.136 0.208 NUMBERF 0.090 0.079 0.131 -0.067 0.244 FIGUREW 0.005 0.079 0.477 -0.153 0.159 MEMORY BY WORDR 0.561 0.128 0.000 0.312 0.818 NUMBERR 0.574 0.127 0.000 0.330 0.826 FIGURER 0.617 0.126 0.000 0.374 0.874 OBJECT 0.972 0.203 0.000 0.647 1.453 NUMBERF 0.637 0.124 0.000 0.400 0.892 FIGUREW 0.475 0.127 0.000 0.232 0.734 VISUAL 0.041 0.085 0.318 -0.124 0.203 CUBES -0.013 0.084 0.439 -0.181 0.149 PAPER 0.037 0.083 0.331 -0.128 0.194 FLAGS 0.015 0.084 0.427 -0.152 0.176 GENERAL -0.040 0.075 0.306 -0.187 0.104 PARAGRAP 0.029 0.075 0.355 -0.121 0.175 SENTENCE -0.055 0.075 0.236 -0.204 0.092 WORDC 0.038 0.075 0.306 -0.112 0.181 WORDM 0.026 0.076 0.373 -0.129 0.172 ADDITION 0.028 0.087 0.373 -0.146 0.199 CODE 0.123 0.081 0.065 -0.040 0.278 COUNTING -0.035 0.082 0.333 -0.201 0.124 STRAIGHT -0.077 0.081 0.170 -0.236 0.080 VERBAL WITH SPATIAL 0.534 0.115 0.000 0.270 0.721 SPEED WITH SPATIAL 0.517 0.146 0.001 0.203 0.756 VERBAL 0.447 0.121 0.001 0.182 0.649 MEMORY WITH SPATIAL 0.646 0.118 0.000 0.369 0.830 VERBAL 0.541 0.110 0.000 0.294 0.726 SPEED 0.589 0.116 0.000 0.328 0.777 Intercepts VISUAL 4.296 0.087 0.000 4.124 4.468 CUBES 5.602 0.087 0.000 5.432 5.771 PAPER 5.088 0.086 0.000 4.917 5.252 FLAGS 1.927 0.088 0.000 1.756 2.101 GENERAL 3.862 0.086 0.000 3.689 4.027 PARAGRAP 2.959 0.087 0.000 2.788 3.126 SENTENCE 4.069 0.087 0.000 3.896 4.235 WORDC 5.283 0.085 0.000 5.115 5.448 WORDM 2.184 0.086 0.000 2.011 2.348 ADDITION 3.805 0.085 0.000 3.636 3.969 CODE 4.130 0.085 0.000 3.962 4.295 COUNTING 5.247 0.086 0.000 5.080 5.411 STRAIGHT 5.197 0.088 0.000 5.022 5.369 WORDR 16.336 0.086 0.000 16.167 16.503 NUMBERR 11.892 0.086 0.000 11.722 12.058 FIGURER 15.256 0.086 0.000 15.087 15.427 OBJECT 1.583 0.088 0.000 1.410 1.758 NUMBERF 2.106 0.086 0.000 1.934 2.273 FIGUREW 4.254 0.086 0.000 4.084 4.422 Variances SPATIAL 1.000 0.000 0.000 1.000 1.000 VERBAL 1.000 0.000 0.000 1.000 1.000 SPEED 1.000 0.000 0.000 1.000 1.000 MEMORY 1.000 0.000 0.000 1.000 1.000 Residual Variances VISUAL 0.506 0.087 0.000 0.351 0.695 CUBES 0.792 0.108 0.000 0.606 1.027 PAPER 0.734 0.100 0.000 0.565 0.956 FLAGS 0.583 0.091 0.000 0.427 0.780 GENERAL 0.362 0.055 0.000 0.270 0.487 PARAGRAP 0.333 0.054 0.000 0.244 0.449 SENTENCE 0.310 0.054 0.000 0.218 0.429 WORDC 0.522 0.071 0.000 0.404 0.683 WORDM 0.285 0.051 0.000 0.197 0.401 ADDITION 0.368 0.097 0.000 0.183 0.570 CODE 0.585 0.082 0.000 0.450 0.770 COUNTING 0.442 0.082 0.000 0.297 0.614 STRAIGHT 0.428 0.073 0.000 0.301 0.591 WORDR 0.764 0.105 0.000 0.587 0.996 NUMBERR 0.770 0.105 0.000 0.591 1.005 FIGURER 0.647 0.097 0.000 0.483 0.865 OBJECT 0.456 0.115 0.000 0.230 0.684 NUMBERF 0.594 0.089 0.000 0.445 0.792 FIGUREW 0.808 0.104 0.000 0.634 1.040 STANDARDIZED MODEL RESULTS STDYX Standardization Posterior One-Tailed 95% C.I. Estimate S.D. P-Value Lower 2.5% Upper 2.5% SPATIAL BY VISUAL 0.682 0.104 0.000 0.475 0.887 CUBES 0.514 0.113 0.000 0.285 0.728 PAPER 0.486 0.109 0.000 0.265 0.691 FLAGS 0.643 0.101 0.000 0.441 0.837 GENERAL 0.030 0.072 0.339 -0.111 0.169 PARAGRAP 0.005 0.071 0.468 -0.137 0.143 SENTENCE -0.031 0.072 0.331 -0.175 0.105 WORDC 0.052 0.074 0.242 -0.093 0.199 WORDM -0.015 0.072 0.420 -0.160 0.127 CODE 0.004 0.080 0.478 -0.154 0.161 COUNTING -0.006 0.088 0.474 -0.181 0.168 WORDR -0.058 0.081 0.233 -0.221 0.097 NUMBERR -0.029 0.080 0.356 -0.187 0.125 FIGURER 0.092 0.083 0.134 -0.073 0.253 NUMBERF 0.032 0.083 0.350 -0.130 0.194 FIGUREW -0.012 0.081 0.442 -0.172 0.149 ADDITION -0.388 0.168 0.004 -0.758 -0.099 STRAIGHT 0.377 0.120 0.002 0.133 0.602 OBJECT -0.466 0.192 0.001 -0.918 -0.153 VERBAL BY GENERAL 0.789 0.067 0.000 0.655 0.917 PARAGRAP 0.833 0.065 0.000 0.705 0.962 SENTENCE 0.877 0.066 0.000 0.750 1.010 WORDC 0.608 0.076 0.000 0.451 0.748 WORDM 0.886 0.065 0.000 0.762 1.017 VISUAL 0.005 0.075 0.476 -0.142 0.149 CUBES -0.002 0.074 0.486 -0.152 0.141 PAPER 0.036 0.074 0.315 -0.113 0.178 FLAGS 0.053 0.075 0.245 -0.094 0.201 ADDITION 0.063 0.080 0.204 -0.090 0.227 CODE 0.050 0.071 0.246 -0.089 0.184 COUNTING -0.092 0.075 0.106 -0.239 0.055 STRAIGHT -0.002 0.072 0.490 -0.146 0.138 WORDR 0.043 0.074 0.286 -0.101 0.185 NUMBERR -0.005 0.074 0.475 -0.150 0.138 FIGURER -0.031 0.075 0.338 -0.183 0.113 OBJECT 0.037 0.080 0.319 -0.126 0.191 NUMBERF -0.079 0.074 0.140 -0.230 0.063 FIGUREW 0.040 0.073 0.291 -0.104 0.182 SPEED BY ADDITION 0.905 0.133 0.000 0.696 1.219 CODE 0.556 0.091 0.000 0.380 0.732 COUNTING 0.822 0.089 0.000 0.652 1.003 STRAIGHT 0.566 0.101 0.000 0.360 0.758 VISUAL 0.029 0.080 0.356 -0.133 0.179 CUBES -0.010 0.077 0.446 -0.167 0.136 PAPER 0.032 0.077 0.333 -0.119 0.181 FLAGS -0.022 0.077 0.385 -0.178 0.126 GENERAL 0.058 0.068 0.197 -0.079 0.188 PARAGRAP -0.050 0.069 0.234 -0.187 0.083 SENTENCE 0.020 0.069 0.380 -0.117 0.157 WORDC 0.095 0.069 0.085 -0.042 0.231 WORDM -0.085 0.068 0.107 -0.221 0.046 WORDR -0.031 0.076 0.343 -0.181 0.115 NUMBERR -0.038 0.077 0.306 -0.194 0.109 FIGURER -0.053 0.076 0.236 -0.206 0.095 OBJECT 0.037 0.084 0.327 -0.130 0.202 NUMBERF 0.087 0.077 0.131 -0.065 0.239 FIGUREW 0.005 0.077 0.477 -0.149 0.154 MEMORY BY WORDR 0.546 0.114 0.000 0.311 0.761 NUMBERR 0.556 0.112 0.000 0.330 0.770 FIGURER 0.600 0.111 0.000 0.377 0.817 OBJECT 0.928 0.183 0.000 0.650 1.359 NUMBERF 0.621 0.107 0.000 0.405 0.831 FIGUREW 0.460 0.114 0.000 0.230 0.676 VISUAL 0.039 0.082 0.318 -0.121 0.197 CUBES -0.013 0.081 0.439 -0.175 0.144 PAPER 0.036 0.080 0.331 -0.123 0.187 FLAGS 0.015 0.081 0.427 -0.149 0.168 GENERAL -0.038 0.073 0.306 -0.184 0.100 PARAGRAP 0.027 0.072 0.355 -0.116 0.167 SENTENCE -0.053 0.073 0.236 -0.198 0.089 WORDC 0.036 0.073 0.306 -0.109 0.175 WORDM 0.025 0.073 0.373 -0.124 0.165 ADDITION 0.027 0.084 0.373 -0.142 0.194 CODE 0.119 0.079 0.065 -0.039 0.272 COUNTING -0.034 0.080 0.333 -0.196 0.120 STRAIGHT -0.074 0.079 0.170 -0.229 0.077 VERBAL WITH SPATIAL 0.534 0.115 0.000 0.270 0.721 SPEED WITH SPATIAL 0.517 0.146 0.001 0.203 0.756 VERBAL 0.447 0.121 0.001 0.182 0.649 MEMORY WITH SPATIAL 0.646 0.118 0.000 0.369 0.830 VERBAL 0.541 0.110 0.000 0.294 0.726 SPEED 0.589 0.116 0.000 0.328 0.777 Intercepts VISUAL 4.144 0.258 0.000 3.651 4.658 CUBES 5.417 0.339 0.000 4.762 6.101 PAPER 4.934 0.304 0.000 4.338 5.550 FLAGS 1.859 0.140 0.000 1.591 2.136 GENERAL 3.727 0.232 0.000 3.281 4.182 PARAGRAP 2.851 0.190 0.000 2.482 3.222 SENTENCE 3.923 0.245 0.000 3.463 4.411 WORDC 5.130 0.309 0.000 4.525 5.737 WORDM 2.107 0.150 0.000 1.815 2.406 ADDITION 3.667 0.246 0.000 3.193 4.163 CODE 4.024 0.248 0.000 3.540 4.512 COUNTING 5.076 0.320 0.000 4.471 5.736 STRAIGHT 5.006 0.299 0.000 4.443 5.619 WORDR 15.870 0.952 0.000 14.037 17.774 NUMBERR 11.525 0.704 0.000 10.183 12.970 FIGURER 14.834 0.891 0.000 13.145 16.605 OBJECT 1.526 0.131 0.000 1.273 1.782 NUMBERF 2.047 0.147 0.000 1.762 2.341 FIGUREW 4.123 0.259 0.000 3.622 4.635 Variances SPATIAL 1.000 0.000 0.000 1.000 1.000 VERBAL 1.000 0.000 0.000 1.000 1.000 SPEED 1.000 0.000 0.000 1.000 1.000 MEMORY 1.000 0.000 0.000 1.000 1.000 Residual Variances VISUAL 0.471 0.082 0.000 0.318 0.638 CUBES 0.745 0.078 0.000 0.585 0.883 PAPER 0.694 0.075 0.000 0.544 0.836 FLAGS 0.547 0.081 0.000 0.388 0.705 GENERAL 0.338 0.055 0.000 0.243 0.457 PARAGRAP 0.310 0.054 0.000 0.216 0.428 SENTENCE 0.288 0.054 0.000 0.195 0.408 WORDC 0.493 0.063 0.000 0.378 0.623 WORDM 0.265 0.052 0.000 0.176 0.379 ADDITION 0.343 0.095 0.000 0.162 0.530 CODE 0.557 0.071 0.000 0.424 0.703 COUNTING 0.415 0.079 0.000 0.268 0.579 STRAIGHT 0.399 0.069 0.000 0.274 0.544 WORDR 0.727 0.078 0.000 0.565 0.866 NUMBERR 0.729 0.077 0.000 0.569 0.867 FIGURER 0.616 0.081 0.000 0.456 0.776 OBJECT 0.424 0.109 0.000 0.206 0.639 NUMBERF 0.565 0.078 0.000 0.419 0.726 FIGUREW 0.764 0.071 0.000 0.620 0.892 R-SQUARE Posterior One-Tailed 95% C.I. Variable Estimate S.D. P-Value Lower 2.5% Upper 2.5% VISUAL 0.529 0.082 0.000 0.362 0.682 CUBES 0.255 0.078 0.000 0.117 0.415 PAPER 0.306 0.075 0.000 0.164 0.456 FLAGS 0.453 0.081 0.000 0.295 0.612 GENERAL 0.662 0.055 0.000 0.543 0.757 PARAGRAP 0.690 0.054 0.000 0.572 0.784 SENTENCE 0.712 0.054 0.000 0.592 0.805 WORDC 0.507 0.063 0.000 0.377 0.622 WORDM 0.735 0.052 0.000 0.621 0.824 ADDITION 0.657 0.095 0.000 0.469 0.838 CODE 0.443 0.071 0.000 0.297 0.576 COUNTING 0.585 0.079 0.000 0.421 0.732 STRAIGHT 0.601 0.069 0.000 0.455 0.726 WORDR 0.273 0.078 0.000 0.134 0.435 NUMBERR 0.271 0.077 0.000 0.133 0.431 FIGURER 0.384 0.081 0.000 0.224 0.544 OBJECT 0.576 0.109 0.000 0.361 0.794 NUMBERF 0.435 0.078 0.000 0.274 0.581 FIGUREW 0.236 0.071 0.000 0.108 0.380 TECHNICAL 1 OUTPUT PARAMETER SPECIFICATION NU VISUAL CUBES PAPER FLAGS GENERAL ________ ________ ________ ________ ________ 1 1 2 3 4 5 NU PARAGRAP SENTENCE WORDC WORDM ADDITION ________ ________ ________ ________ ________ 1 6 7 8 9 10 NU CODE COUNTING STRAIGHT WORDR NUMBERR ________ ________ ________ ________ ________ 1 11 12 13 14 15 NU FIGURER OBJECT NUMBERF FIGUREW ________ ________ ________ ________ 1 16 17 18 19 LAMBDA SPATIAL VERBAL SPEED MEMORY ________ ________ ________ ________ VISUAL 20 21 22 23 CUBES 24 25 26 27 PAPER 28 29 30 31 FLAGS 32 33 34 35 GENERAL 36 37 38 39 PARAGRAP 40 41 42 43 SENTENCE 44 45 46 47 WORDC 48 49 50 51 WORDM 52 53 54 55 ADDITION 56 57 58 59 CODE 60 61 62 63 COUNTING 64 65 66 67 STRAIGHT 68 69 70 71 WORDR 72 73 74 75 NUMBERR 76 77 78 79 FIGURER 80 81 82 83 OBJECT 84 85 86 87 NUMBERF 88 89 90 91 FIGUREW 92 93 94 95 THETA VISUAL CUBES PAPER FLAGS GENERAL ________ ________ ________ ________ ________ VISUAL 96 CUBES 0 97 PAPER 0 0 98 FLAGS 0 0 0 99 GENERAL 0 0 0 0 100 PARAGRAP 0 0 0 0 0 SENTENCE 0 0 0 0 0 WORDC 0 0 0 0 0 WORDM 0 0 0 0 0 ADDITION 0 0 0 0 0 CODE 0 0 0 0 0 COUNTING 0 0 0 0 0 STRAIGHT 0 0 0 0 0 WORDR 0 0 0 0 0 NUMBERR 0 0 0 0 0 FIGURER 0 0 0 0 0 OBJECT 0 0 0 0 0 NUMBERF 0 0 0 0 0 FIGUREW 0 0 0 0 0 THETA PARAGRAP SENTENCE WORDC WORDM ADDITION ________ ________ ________ ________ ________ PARAGRAP 101 SENTENCE 0 102 WORDC 0 0 103 WORDM 0 0 0 104 ADDITION 0 0 0 0 105 CODE 0 0 0 0 0 COUNTING 0 0 0 0 0 STRAIGHT 0 0 0 0 0 WORDR 0 0 0 0 0 NUMBERR 0 0 0 0 0 FIGURER 0 0 0 0 0 OBJECT 0 0 0 0 0 NUMBERF 0 0 0 0 0 FIGUREW 0 0 0 0 0 THETA CODE COUNTING STRAIGHT WORDR NUMBERR ________ ________ ________ ________ ________ CODE 106 COUNTING 0 107 STRAIGHT 0 0 108 WORDR 0 0 0 109 NUMBERR 0 0 0 0 110 FIGURER 0 0 0 0 0 OBJECT 0 0 0 0 0 NUMBERF 0 0 0 0 0 FIGUREW 0 0 0 0 0 THETA FIGURER OBJECT NUMBERF FIGUREW ________ ________ ________ ________ FIGURER 111 OBJECT 0 112 NUMBERF 0 0 113 FIGUREW 0 0 0 114 ALPHA SPATIAL VERBAL SPEED MEMORY ________ ________ ________ ________ 1 0 0 0 0 BETA SPATIAL VERBAL SPEED MEMORY ________ ________ ________ ________ SPATIAL 0 0 0 0 VERBAL 0 0 0 0 SPEED 0 0 0 0 MEMORY 0 0 0 0 PSI SPATIAL VERBAL SPEED MEMORY ________ ________ ________ ________ SPATIAL 0 VERBAL 115 0 SPEED 116 117 0 MEMORY 118 119 120 0 STARTING VALUES NU VISUAL CUBES PAPER FLAGS GENERAL ________ ________ ________ ________ ________ 1 4.293 5.599 5.086 1.926 3.860 NU PARAGRAP SENTENCE WORDC WORDM ADDITION ________ ________ ________ ________ ________ 1 2.958 4.068 5.282 2.182 3.805 NU CODE COUNTING STRAIGHT WORDR NUMBERR ________ ________ ________ ________ ________ 1 4.131 5.246 5.196 16.335 11.890 NU FIGURER OBJECT NUMBERF FIGUREW ________ ________ ________ ________ 1 15.256 1.583 2.103 4.253 LAMBDA SPATIAL VERBAL SPEED MEMORY ________ ________ ________ ________ VISUAL 1.000 0.000 0.000 0.000 CUBES 1.000 0.000 0.000 0.000 PAPER 1.000 0.000 0.000 0.000 FLAGS 1.000 0.000 0.000 0.000 GENERAL 0.000 1.000 0.000 0.000 PARAGRAP 0.000 1.000 0.000 0.000 SENTENCE 0.000 1.000 0.000 0.000 WORDC 0.000 1.000 0.000 0.000 WORDM 0.000 1.000 0.000 0.000 ADDITION 1.000 0.000 1.000 0.000 CODE 1.000 0.000 1.000 0.000 COUNTING 1.000 0.000 1.000 0.000 STRAIGHT 1.000 0.000 1.000 0.000 WORDR 1.000 0.000 0.000 1.000 NUMBERR 1.000 0.000 0.000 1.000 FIGURER 1.000 0.000 0.000 1.000 OBJECT 1.000 0.000 0.000 1.000 NUMBERF 1.000 0.000 0.000 1.000 FIGUREW 1.000 0.000 0.000 1.000 THETA VISUAL CUBES PAPER FLAGS GENERAL ________ ________ ________ ________ ________ VISUAL 0.503 CUBES 0.000 0.503 PAPER 0.000 0.000 0.503 FLAGS 0.000 0.000 0.000 0.503 GENERAL 0.000 0.000 0.000 0.000 0.503 PARAGRAP 0.000 0.000 0.000 0.000 0.000 SENTENCE 0.000 0.000 0.000 0.000 0.000 WORDC 0.000 0.000 0.000 0.000 0.000 WORDM 0.000 0.000 0.000 0.000 0.000 ADDITION 0.000 0.000 0.000 0.000 0.000 CODE 0.000 0.000 0.000 0.000 0.000 COUNTING 0.000 0.000 0.000 0.000 0.000 STRAIGHT 0.000 0.000 0.000 0.000 0.000 WORDR 0.000 0.000 0.000 0.000 0.000 NUMBERR 0.000 0.000 0.000 0.000 0.000 FIGURER 0.000 0.000 0.000 0.000 0.000 OBJECT 0.000 0.000 0.000 0.000 0.000 NUMBERF 0.000 0.000 0.000 0.000 0.000 FIGUREW 0.000 0.000 0.000 0.000 0.000 THETA PARAGRAP SENTENCE WORDC WORDM ADDITION ________ ________ ________ ________ ________ PARAGRAP 0.503 SENTENCE 0.000 0.503 WORDC 0.000 0.000 0.503 WORDM 0.000 0.000 0.000 0.503 ADDITION 0.000 0.000 0.000 0.000 0.503 CODE 0.000 0.000 0.000 0.000 0.000 COUNTING 0.000 0.000 0.000 0.000 0.000 STRAIGHT 0.000 0.000 0.000 0.000 0.000 WORDR 0.000 0.000 0.000 0.000 0.000 NUMBERR 0.000 0.000 0.000 0.000 0.000 FIGURER 0.000 0.000 0.000 0.000 0.000 OBJECT 0.000 0.000 0.000 0.000 0.000 NUMBERF 0.000 0.000 0.000 0.000 0.000 FIGUREW 0.000 0.000 0.000 0.000 0.000 THETA CODE COUNTING STRAIGHT WORDR NUMBERR ________ ________ ________ ________ ________ CODE 0.503 COUNTING 0.000 0.503 STRAIGHT 0.000 0.000 0.503 WORDR 0.000 0.000 0.000 0.503 NUMBERR 0.000 0.000 0.000 0.000 0.503 FIGURER 0.000 0.000 0.000 0.000 0.000 OBJECT 0.000 0.000 0.000 0.000 0.000 NUMBERF 0.000 0.000 0.000 0.000 0.000 FIGUREW 0.000 0.000 0.000 0.000 0.000 THETA FIGURER OBJECT NUMBERF FIGUREW ________ ________ ________ ________ FIGURER 0.503 OBJECT 0.000 0.503 NUMBERF 0.000 0.000 0.503 FIGUREW 0.000 0.000 0.000 0.503 ALPHA SPATIAL VERBAL SPEED MEMORY ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 BETA SPATIAL VERBAL SPEED MEMORY ________ ________ ________ ________ SPATIAL 0.000 0.000 0.000 0.000 VERBAL 0.000 0.000 0.000 0.000 SPEED 0.000 0.000 0.000 0.000 MEMORY 0.000 0.000 0.000 0.000 PSI SPATIAL VERBAL SPEED MEMORY ________ ________ ________ ________ SPATIAL 1.000 VERBAL 0.000 1.000 SPEED 0.000 0.000 1.000 MEMORY 0.000 0.000 0.000 1.000 PRIORS FOR ALL PARAMETERS PRIOR MEAN PRIOR VARIANCE PRIOR STD. DEV. Parameter 1~N(0.000,infinity) 0.0000 infinity infinity Parameter 2~N(0.000,infinity) 0.0000 infinity infinity Parameter 3~N(0.000,infinity) 0.0000 infinity infinity Parameter 4~N(0.000,infinity) 0.0000 infinity infinity Parameter 5~N(0.000,infinity) 0.0000 infinity infinity Parameter 6~N(0.000,infinity) 0.0000 infinity infinity Parameter 7~N(0.000,infinity) 0.0000 infinity infinity Parameter 8~N(0.000,infinity) 0.0000 infinity infinity Parameter 9~N(0.000,infinity) 0.0000 infinity infinity Parameter 10~N(0.000,infinity) 0.0000 infinity infinity Parameter 11~N(0.000,infinity) 0.0000 infinity infinity Parameter 12~N(0.000,infinity) 0.0000 infinity infinity Parameter 13~N(0.000,infinity) 0.0000 infinity infinity Parameter 14~N(0.000,infinity) 0.0000 infinity infinity Parameter 15~N(0.000,infinity) 0.0000 infinity infinity Parameter 16~N(0.000,infinity) 0.0000 infinity infinity Parameter 17~N(0.000,infinity) 0.0000 infinity infinity Parameter 18~N(0.000,infinity) 0.0000 infinity infinity Parameter 19~N(0.000,infinity) 0.0000 infinity infinity Parameter 20~N(0.000,infinity) 0.0000 infinity infinity Parameter 21~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 22~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 23~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 24~N(0.000,infinity) 0.0000 infinity infinity Parameter 25~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 26~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 27~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 28~N(0.000,infinity) 0.0000 infinity infinity Parameter 29~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 30~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 31~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 32~N(0.000,infinity) 0.0000 infinity infinity Parameter 33~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 34~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 35~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 36~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 37~N(0.000,infinity) 0.0000 infinity infinity Parameter 38~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 39~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 40~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 41~N(0.000,infinity) 0.0000 infinity infinity Parameter 42~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 43~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 44~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 45~N(0.000,infinity) 0.0000 infinity infinity Parameter 46~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 47~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 48~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 49~N(0.000,infinity) 0.0000 infinity infinity Parameter 50~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 51~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 52~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 53~N(0.000,infinity) 0.0000 infinity infinity Parameter 54~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 55~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 56~N(0.000,infinity) 0.0000 infinity infinity Parameter 57~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 58~N(0.000,infinity) 0.0000 infinity infinity Parameter 59~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 60~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 61~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 62~N(0.000,infinity) 0.0000 infinity infinity Parameter 63~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 64~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 65~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 66~N(0.000,infinity) 0.0000 infinity infinity Parameter 67~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 68~N(0.000,infinity) 0.0000 infinity infinity Parameter 69~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 70~N(0.000,infinity) 0.0000 infinity infinity Parameter 71~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 72~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 73~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 74~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 75~N(0.000,infinity) 0.0000 infinity infinity Parameter 76~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 77~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 78~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 79~N(0.000,infinity) 0.0000 infinity infinity Parameter 80~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 81~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 82~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 83~N(0.000,infinity) 0.0000 infinity infinity Parameter 84~N(0.000,infinity) 0.0000 infinity infinity Parameter 85~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 86~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 87~N(0.000,infinity) 0.0000 infinity infinity Parameter 88~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 89~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 90~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 91~N(0.000,infinity) 0.0000 infinity infinity Parameter 92~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 93~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 94~N(0.000,0.010) 0.0000 0.0100 0.1000 Parameter 95~N(0.000,infinity) 0.0000 infinity infinity Parameter 96~IG(-1.000,0.000) infinity infinity infinity Parameter 97~IG(-1.000,0.000) infinity infinity infinity Parameter 98~IG(-1.000,0.000) infinity infinity infinity Parameter 99~IG(-1.000,0.000) infinity infinity infinity Parameter 100~IG(-1.000,0.000) infinity infinity infinity Parameter 101~IG(-1.000,0.000) infinity infinity infinity Parameter 102~IG(-1.000,0.000) infinity infinity infinity Parameter 103~IG(-1.000,0.000) infinity infinity infinity Parameter 104~IG(-1.000,0.000) infinity infinity infinity Parameter 105~IG(-1.000,0.000) infinity infinity infinity Parameter 106~IG(-1.000,0.000) infinity infinity infinity Parameter 107~IG(-1.000,0.000) infinity infinity infinity Parameter 108~IG(-1.000,0.000) infinity infinity infinity Parameter 109~IG(-1.000,0.000) infinity infinity infinity Parameter 110~IG(-1.000,0.000) infinity infinity infinity Parameter 111~IG(-1.000,0.000) infinity infinity infinity Parameter 112~IG(-1.000,0.000) infinity infinity infinity Parameter 113~IG(-1.000,0.000) infinity infinity infinity Parameter 114~IG(-1.000,0.000) infinity infinity infinity Parameter 115~IW(0.000,-5) Parameter 116~IW(0.000,-5) Parameter 117~IW(0.000,-5) Parameter 118~IW(0.000,-5) Parameter 119~IW(0.000,-5) Parameter 120~IW(0.000,-5) TECHNICAL 8 OUTPUT TECHNICAL 8 OUTPUT FOR BAYES ESTIMATION CHAIN BSEED 1 0 2 285380 POTENTIAL PARAMETER WITH ITERATION SCALE REDUCTION HIGHEST PSR 100 1.426 84 200 1.319 64 300 1.328 87 400 1.293 87 500 1.098 56 600 1.076 56 700 1.077 45 800 1.104 105 900 1.058 45 1000 1.057 107 1100 1.069 107 1200 1.048 107 1300 1.061 87 1400 1.039 112 1500 1.037 105 1600 1.030 7 1700 1.073 7 1800 1.079 9 1900 1.142 9 2000 1.183 9 2100 1.134 9 2200 1.080 9 2300 1.078 9 2400 1.078 7 2500 1.066 7 2600 1.044 7 2700 1.028 7 2800 1.030 7 2900 1.018 8 3000 1.021 116 3100 1.023 5 3200 1.027 116 3300 1.039 116 3400 1.043 116 3500 1.044 116 3600 1.029 116 3700 1.021 116 3800 1.020 68 3900 1.018 64 4000 1.016 116 4100 1.019 112 4200 1.021 112 4300 1.012 112 4400 1.009 112 4500 1.013 116 4600 1.016 116 4700 1.014 118 4800 1.023 118 4900 1.028 118 5000 1.028 118 5100 1.028 118 5200 1.023 87 5300 1.027 87 5400 1.027 87 5500 1.021 87 5600 1.020 87 5700 1.019 87 5800 1.018 87 5900 1.017 87 6000 1.017 87 6100 1.017 87 6200 1.020 87 6300 1.022 87 6400 1.022 87 6500 1.013 87 6600 1.013 87 6700 1.012 87 6800 1.010 87 6900 1.007 87 7000 1.006 87 7100 1.007 120 7200 1.006 87 7300 1.006 118 7400 1.005 118 7500 1.009 118 7600 1.009 118 7700 1.009 118 7800 1.009 118 7900 1.009 118 8000 1.009 118 8100 1.008 118 8200 1.006 118 8300 1.006 118 8400 1.006 115 8500 1.007 118 8600 1.008 118 8700 1.007 118 8800 1.008 118 8900 1.007 118 9000 1.004 118 9100 1.004 118 9200 1.003 118 9300 1.003 10 9400 1.002 118 9500 1.002 53 9600 1.002 10 9700 1.003 53 9800 1.003 53 9900 1.003 53 10000 1.005 105 PLOT INFORMATION The following plots are available: Bayesian posterior parameter distributions Bayesian posterior parameter trace plots Bayesian autocorrelation plots Bayesian posterior predictive checking scatterplots Bayesian posterior predictive checking distribution plots Beginning Time: 12:54:27 Ending Time: 12:54:31 Elapsed Time: 00:00:04 MUTHEN & MUTHEN 3463 Stoner Ave. Los Angeles, CA 90066 Tel: (310) 391-9971 Fax: (310) 391-8971 Web: www.StatModel.com Support: Support@StatModel.com Copyright (c) 1998-2010 Muthen & Muthen