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-figurew*0 (a1-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); model priors: a1-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 -39.284 61.194 Posterior Predictive P-Value 0.360 Information Criterion Deviance (DIC) 6966.682 Estimated Number of Parameters (pD) 86.638 MODEL RESULTS Posterior One-Tailed 95% C.I. Estimate S.D. P-Value Lower 2.5% Upper 2.5% SPATIAL BY VISUAL 0.654 0.125 0.000 0.422 0.911 CUBES 0.534 0.123 0.000 0.298 0.781 PAPER 0.466 0.119 0.000 0.237 0.709 FLAGS 0.688 0.121 0.000 0.461 0.933 GENERAL 0.038 0.074 0.306 -0.107 0.181 PARAGRAP -0.001 0.073 0.494 -0.146 0.140 SENTENCE -0.047 0.074 0.255 -0.199 0.093 WORDC 0.054 0.076 0.237 -0.094 0.202 WORDM -0.012 0.074 0.434 -0.161 0.131 ADDITION -0.176 0.081 0.017 -0.334 -0.016 CODE -0.002 0.078 0.490 -0.158 0.153 COUNTING 0.014 0.083 0.437 -0.152 0.176 STRAIGHT 0.193 0.079 0.010 0.030 0.339 WORDR -0.041 0.082 0.307 -0.207 0.117 NUMBERR 0.003 0.081 0.483 -0.155 0.159 FIGURER 0.134 0.083 0.058 -0.033 0.292 OBJECT -0.142 0.082 0.041 -0.307 0.016 NUMBERF 0.101 0.081 0.113 -0.058 0.259 FIGUREW 0.012 0.081 0.439 -0.150 0.174 VERBAL BY GENERAL 0.814 0.091 0.000 0.641 1.001 PARAGRAP 0.868 0.091 0.000 0.697 1.053 SENTENCE 0.917 0.091 0.000 0.748 1.101 WORDC 0.628 0.095 0.000 0.448 0.822 WORDM 0.918 0.092 0.000 0.747 1.107 VISUAL 0.012 0.080 0.441 -0.144 0.165 CUBES -0.008 0.078 0.460 -0.165 0.141 PAPER 0.040 0.078 0.303 -0.117 0.188 FLAGS 0.046 0.081 0.288 -0.114 0.204 ADDITION 0.031 0.079 0.350 -0.122 0.187 CODE 0.055 0.073 0.228 -0.089 0.197 COUNTING -0.094 0.078 0.114 -0.246 0.058 STRAIGHT 0.043 0.073 0.272 -0.102 0.188 WORDR 0.045 0.077 0.281 -0.104 0.194 NUMBERR -0.004 0.077 0.477 -0.156 0.145 FIGURER -0.025 0.077 0.371 -0.179 0.125 OBJECT 0.014 0.079 0.431 -0.144 0.162 NUMBERF -0.073 0.076 0.166 -0.228 0.072 FIGUREW 0.046 0.075 0.267 -0.103 0.193 SPEED BY ADDITION 0.813 0.111 0.000 0.602 1.037 CODE 0.574 0.108 0.000 0.377 0.795 COUNTING 0.856 0.109 0.000 0.648 1.079 STRAIGHT 0.643 0.108 0.000 0.439 0.861 VISUAL 0.051 0.082 0.267 -0.115 0.206 CUBES -0.011 0.080 0.447 -0.172 0.143 PAPER 0.042 0.079 0.289 -0.114 0.194 FLAGS -0.021 0.081 0.397 -0.185 0.134 GENERAL 0.051 0.070 0.237 -0.090 0.185 PARAGRAP -0.054 0.071 0.220 -0.196 0.083 SENTENCE 0.022 0.071 0.378 -0.120 0.163 WORDC 0.100 0.071 0.084 -0.042 0.236 WORDM -0.089 0.070 0.105 -0.225 0.046 WORDR -0.032 0.078 0.343 -0.187 0.122 NUMBERR -0.039 0.080 0.307 -0.201 0.113 FIGURER -0.050 0.079 0.261 -0.207 0.104 OBJECT 0.030 0.082 0.356 -0.135 0.189 NUMBERF 0.097 0.079 0.114 -0.062 0.252 FIGUREW 0.007 0.079 0.468 -0.152 0.161 MEMORY BY WORDR 0.572 0.127 0.000 0.325 0.830 NUMBERR 0.568 0.124 0.000 0.330 0.822 FIGURER 0.584 0.124 0.000 0.342 0.839 OBJECT 0.746 0.123 0.000 0.501 0.988 NUMBERF 0.574 0.121 0.000 0.344 0.823 FIGUREW 0.458 0.125 0.000 0.221 0.713 VISUAL 0.048 0.084 0.290 -0.121 0.208 CUBES -0.013 0.083 0.442 -0.176 0.147 PAPER 0.048 0.081 0.284 -0.114 0.204 FLAGS 0.005 0.084 0.474 -0.164 0.165 GENERAL -0.041 0.074 0.296 -0.187 0.101 PARAGRAP 0.031 0.074 0.340 -0.116 0.176 SENTENCE -0.057 0.074 0.225 -0.203 0.087 WORDC 0.030 0.074 0.340 -0.116 0.173 WORDM 0.020 0.075 0.399 -0.130 0.164 ADDITION 0.004 0.083 0.477 -0.159 0.165 CODE 0.133 0.080 0.052 -0.029 0.286 COUNTING -0.050 0.082 0.268 -0.214 0.107 STRAIGHT -0.036 0.081 0.331 -0.195 0.120 VERBAL WITH SPATIAL 0.535 0.119 0.000 0.259 0.727 SPEED WITH SPATIAL 0.471 0.136 0.002 0.185 0.707 VERBAL 0.443 0.119 0.001 0.181 0.645 MEMORY WITH SPATIAL 0.527 0.136 0.001 0.228 0.749 VERBAL 0.515 0.115 0.000 0.258 0.707 SPEED 0.557 0.119 0.000 0.298 0.762 Intercepts VISUAL 4.295 0.086 0.000 4.125 4.466 CUBES 5.602 0.086 0.000 5.433 5.770 PAPER 5.087 0.086 0.000 4.919 5.253 FLAGS 1.926 0.086 0.000 1.759 2.101 GENERAL 3.861 0.086 0.000 3.690 4.026 PARAGRAP 2.959 0.086 0.000 2.788 3.126 SENTENCE 4.069 0.086 0.000 3.897 4.235 WORDC 5.282 0.085 0.000 5.115 5.448 WORDM 2.183 0.086 0.000 2.011 2.348 ADDITION 3.805 0.084 0.000 3.639 3.969 CODE 4.130 0.085 0.000 3.960 4.294 COUNTING 5.247 0.085 0.000 5.080 5.410 STRAIGHT 5.197 0.086 0.000 5.025 5.368 WORDR 16.335 0.086 0.000 16.168 16.502 NUMBERR 11.892 0.086 0.000 11.723 12.059 FIGURER 15.256 0.086 0.000 15.088 15.426 OBJECT 1.583 0.087 0.000 1.412 1.756 NUMBERF 2.106 0.086 0.000 1.936 2.272 FIGUREW 4.254 0.086 0.000 4.085 4.421 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 0.530 0.095 0.000 0.353 0.731 CUBES 0.771 0.109 0.000 0.582 1.011 PAPER 0.742 0.102 0.000 0.569 0.969 FLAGS 0.543 0.099 0.000 0.363 0.749 GENERAL 0.364 0.055 0.000 0.271 0.488 PARAGRAP 0.332 0.053 0.000 0.243 0.449 SENTENCE 0.306 0.054 0.000 0.214 0.426 WORDC 0.521 0.071 0.000 0.403 0.681 WORDM 0.287 0.052 0.000 0.198 0.404 ADDITION 0.466 0.092 0.000 0.302 0.662 CODE 0.573 0.083 0.000 0.436 0.760 COUNTING 0.426 0.088 0.000 0.270 0.611 STRAIGHT 0.461 0.077 0.000 0.329 0.627 WORDR 0.736 0.105 0.000 0.556 0.969 NUMBERR 0.753 0.106 0.000 0.571 0.989 FIGURER 0.644 0.099 0.000 0.473 0.866 OBJECT 0.555 0.102 0.000 0.375 0.774 NUMBERF 0.603 0.092 0.000 0.446 0.808 FIGUREW 0.804 0.105 0.000 0.629 1.038 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 0.640 0.110 0.000 0.427 0.857 CUBES 0.521 0.110 0.000 0.296 0.728 PAPER 0.457 0.108 0.000 0.237 0.664 FLAGS 0.672 0.105 0.000 0.467 0.873 GENERAL 0.037 0.072 0.306 -0.102 0.175 PARAGRAP -0.001 0.071 0.494 -0.143 0.135 SENTENCE -0.045 0.072 0.255 -0.192 0.089 WORDC 0.053 0.073 0.237 -0.090 0.197 WORDM -0.012 0.072 0.434 -0.156 0.126 ADDITION -0.171 0.080 0.017 -0.329 -0.015 CODE -0.002 0.076 0.490 -0.152 0.148 COUNTING 0.013 0.081 0.437 -0.147 0.172 STRAIGHT 0.188 0.078 0.010 0.029 0.336 WORDR -0.039 0.080 0.307 -0.200 0.112 NUMBERR 0.003 0.078 0.483 -0.150 0.155 FIGURER 0.132 0.082 0.058 -0.032 0.289 OBJECT -0.138 0.081 0.041 -0.301 0.016 NUMBERF 0.099 0.080 0.113 -0.056 0.257 FIGUREW 0.012 0.079 0.439 -0.146 0.168 VERBAL BY GENERAL 0.788 0.067 0.000 0.652 0.914 PARAGRAP 0.837 0.065 0.000 0.708 0.966 SENTENCE 0.885 0.066 0.000 0.758 1.017 WORDC 0.612 0.076 0.000 0.457 0.754 WORDM 0.886 0.065 0.000 0.761 1.019 VISUAL 0.012 0.078 0.441 -0.141 0.161 CUBES -0.008 0.076 0.460 -0.161 0.138 PAPER 0.039 0.076 0.303 -0.116 0.184 FLAGS 0.045 0.080 0.288 -0.112 0.202 ADDITION 0.030 0.077 0.350 -0.118 0.183 CODE 0.054 0.071 0.228 -0.087 0.191 COUNTING -0.091 0.076 0.114 -0.242 0.056 STRAIGHT 0.043 0.072 0.272 -0.101 0.181 WORDR 0.043 0.075 0.281 -0.101 0.188 NUMBERR -0.004 0.074 0.477 -0.150 0.139 FIGURER -0.024 0.076 0.371 -0.177 0.121 OBJECT 0.014 0.077 0.431 -0.141 0.159 NUMBERF -0.071 0.075 0.166 -0.224 0.071 FIGUREW 0.045 0.073 0.267 -0.101 0.187 SPEED BY ADDITION 0.794 0.090 0.000 0.613 0.969 CODE 0.561 0.091 0.000 0.383 0.736 COUNTING 0.828 0.086 0.000 0.657 0.997 STRAIGHT 0.633 0.091 0.000 0.452 0.809 VISUAL 0.050 0.080 0.267 -0.114 0.201 CUBES -0.010 0.078 0.447 -0.169 0.138 PAPER 0.041 0.077 0.289 -0.111 0.188 FLAGS -0.020 0.079 0.397 -0.183 0.129 GENERAL 0.049 0.068 0.237 -0.088 0.179 PARAGRAP -0.052 0.069 0.220 -0.191 0.081 SENTENCE 0.021 0.069 0.378 -0.117 0.158 WORDC 0.096 0.069 0.084 -0.041 0.231 WORDM -0.086 0.068 0.105 -0.221 0.045 WORDR -0.031 0.076 0.343 -0.182 0.116 NUMBERR -0.038 0.078 0.307 -0.196 0.109 FIGURER -0.049 0.077 0.261 -0.203 0.101 OBJECT 0.029 0.080 0.356 -0.130 0.185 NUMBERF 0.095 0.078 0.114 -0.060 0.246 FIGUREW 0.007 0.077 0.468 -0.148 0.156 MEMORY BY WORDR 0.556 0.112 0.000 0.323 0.768 NUMBERR 0.552 0.109 0.000 0.330 0.762 FIGURER 0.573 0.110 0.000 0.349 0.786 OBJECT 0.724 0.105 0.000 0.509 0.921 NUMBERF 0.564 0.106 0.000 0.350 0.766 FIGUREW 0.445 0.112 0.000 0.219 0.658 VISUAL 0.047 0.083 0.290 -0.119 0.205 CUBES -0.012 0.081 0.442 -0.171 0.143 PAPER 0.046 0.079 0.284 -0.112 0.196 FLAGS 0.005 0.083 0.474 -0.161 0.162 GENERAL -0.040 0.072 0.296 -0.183 0.097 PARAGRAP 0.030 0.071 0.340 -0.112 0.168 SENTENCE -0.055 0.072 0.225 -0.199 0.083 WORDC 0.029 0.072 0.340 -0.113 0.168 WORDM 0.020 0.073 0.399 -0.126 0.158 ADDITION 0.004 0.081 0.477 -0.158 0.161 CODE 0.129 0.079 0.052 -0.027 0.280 COUNTING -0.048 0.080 0.268 -0.208 0.103 STRAIGHT -0.035 0.079 0.331 -0.193 0.118 VERBAL WITH SPATIAL 0.535 0.119 0.000 0.259 0.727 SPEED WITH SPATIAL 0.471 0.136 0.002 0.185 0.707 VERBAL 0.443 0.119 0.001 0.181 0.645 MEMORY WITH SPATIAL 0.527 0.136 0.001 0.228 0.749 VERBAL 0.515 0.115 0.000 0.258 0.707 SPEED 0.557 0.119 0.000 0.298 0.762 Intercepts VISUAL 4.211 0.257 0.000 3.716 4.723 CUBES 5.463 0.338 0.000 4.812 6.137 PAPER 4.981 0.302 0.000 4.381 5.596 FLAGS 1.884 0.139 0.000 1.616 2.159 GENERAL 3.737 0.232 0.000 3.289 4.191 PARAGRAP 2.857 0.190 0.000 2.487 3.229 SENTENCE 3.930 0.245 0.000 3.469 4.419 WORDC 5.141 0.310 0.000 4.538 5.750 WORDM 2.112 0.150 0.000 1.818 2.410 ADDITION 3.715 0.238 0.000 3.250 4.184 CODE 4.033 0.248 0.000 3.550 4.520 COUNTING 5.086 0.320 0.000 4.477 5.738 STRAIGHT 5.105 0.304 0.000 4.528 5.726 WORDR 15.855 0.950 0.000 14.033 17.755 NUMBERR 11.530 0.703 0.000 10.191 12.971 FIGURER 14.928 0.893 0.000 13.230 16.705 OBJECT 1.544 0.126 0.000 1.298 1.790 NUMBERF 2.061 0.147 0.000 1.778 2.352 FIGUREW 4.128 0.259 0.000 3.629 4.642 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 0.510 0.088 0.000 0.335 0.680 CUBES 0.738 0.079 0.000 0.573 0.878 PAPER 0.716 0.074 0.000 0.564 0.853 FLAGS 0.523 0.090 0.000 0.342 0.694 GENERAL 0.341 0.055 0.000 0.245 0.461 PARAGRAP 0.310 0.054 0.000 0.216 0.428 SENTENCE 0.286 0.055 0.000 0.191 0.406 WORDC 0.494 0.063 0.000 0.378 0.624 WORDM 0.268 0.053 0.000 0.178 0.383 ADDITION 0.447 0.089 0.000 0.280 0.624 CODE 0.548 0.074 0.000 0.409 0.698 COUNTING 0.401 0.084 0.000 0.243 0.575 STRAIGHT 0.446 0.074 0.000 0.310 0.597 WORDR 0.699 0.082 0.000 0.531 0.849 NUMBERR 0.713 0.080 0.000 0.548 0.857 FIGURER 0.622 0.084 0.000 0.454 0.785 OBJECT 0.529 0.095 0.000 0.345 0.718 NUMBERF 0.581 0.080 0.000 0.427 0.743 FIGUREW 0.761 0.072 0.000 0.612 0.892 R-SQUARE Posterior One-Tailed 95% C.I. Variable Estimate S.D. P-Value Lower 2.5% Upper 2.5% VISUAL 0.490 0.088 0.000 0.319 0.664 CUBES 0.262 0.079 0.000 0.122 0.427 PAPER 0.284 0.074 0.000 0.147 0.436 FLAGS 0.477 0.090 0.000 0.306 0.658 GENERAL 0.659 0.055 0.000 0.539 0.755 PARAGRAP 0.690 0.054 0.000 0.572 0.784 SENTENCE 0.714 0.055 0.000 0.594 0.809 WORDC 0.506 0.063 0.000 0.376 0.622 WORDM 0.732 0.053 0.000 0.616 0.822 ADDITION 0.553 0.089 0.000 0.376 0.720 CODE 0.452 0.074 0.000 0.302 0.591 COUNTING 0.599 0.084 0.000 0.425 0.757 STRAIGHT 0.554 0.074 0.000 0.403 0.690 WORDR 0.301 0.082 0.000 0.151 0.469 NUMBERR 0.287 0.080 0.000 0.143 0.451 FIGURER 0.378 0.084 0.000 0.215 0.546 OBJECT 0.471 0.095 0.000 0.282 0.654 NUMBERF 0.419 0.080 0.000 0.257 0.573 FIGUREW 0.239 0.072 0.000 0.108 0.388 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 0.000 0.000 1.000 0.000 CODE 0.000 0.000 1.000 0.000 COUNTING 0.000 0.000 1.000 0.000 STRAIGHT 0.000 0.000 1.000 0.000 WORDR 0.000 0.000 0.000 1.000 NUMBERR 0.000 0.000 0.000 1.000 FIGURER 0.000 0.000 0.000 1.000 OBJECT 0.000 0.000 0.000 1.000 NUMBERF 0.000 0.000 0.000 1.000 FIGUREW 0.000 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(0.000,0.010) 0.0000 0.0100 0.1000 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(0.000,0.010) 0.0000 0.0100 0.1000 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(0.000,0.010) 0.0000 0.0100 0.1000 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 1.277 9 200 1.181 64 300 1.155 8 400 1.153 6 500 1.085 99 600 1.059 45 700 1.074 45 800 1.084 45 900 1.054 45 1000 1.053 107 1100 1.065 107 1200 1.056 87 1300 1.053 87 1400 1.038 87 1500 1.019 105 1600 1.031 7 1700 1.072 7 1800 1.077 9 1900 1.141 9 2000 1.183 9 2100 1.133 9 2200 1.078 9 2300 1.075 7 2400 1.075 7 2500 1.062 7 2600 1.041 7 2700 1.025 7 2800 1.026 7 2900 1.016 8 3000 1.016 116 3100 1.020 5 3200 1.023 116 3300 1.032 116 3400 1.031 116 3500 1.033 116 3600 1.025 116 3700 1.020 116 3800 1.016 116 3900 1.012 116 4000 1.015 116 4100 1.013 116 4200 1.010 116 4300 1.008 70 4400 1.009 116 4500 1.014 116 4600 1.016 116 4700 1.013 116 4800 1.014 118 4900 1.016 118 5000 1.015 118 5100 1.016 118 5200 1.011 120 5300 1.010 118 5400 1.014 120 5500 1.013 120 5600 1.012 120 5700 1.012 120 5800 1.011 120 5900 1.011 120 6000 1.011 120 6100 1.012 120 6200 1.013 120 6300 1.012 120 6400 1.009 120 6500 1.006 91 6600 1.005 91 6700 1.006 120 6800 1.006 120 6900 1.005 120 7000 1.005 120 7100 1.005 118 7200 1.006 118 7300 1.006 118 7400 1.005 118 7500 1.007 118 7600 1.007 118 7700 1.008 115 7800 1.008 115 7900 1.007 115 8000 1.006 115 8100 1.007 115 8200 1.007 115 8300 1.008 115 8400 1.008 115 8500 1.009 115 8600 1.008 115 8700 1.008 115 8800 1.008 115 8900 1.006 118 9000 1.004 115 9100 1.004 115 9200 1.003 91 9300 1.003 115 9400 1.002 115 9500 1.002 53 9600 1.002 53 9700 1.002 53 9800 1.003 53 9900 1.003 53 10000 1.003 53 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: 12:54:17 Ending Time: 12:54:21 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