K ABC Mplus CFA Model Syntax file (kabc-mplus.inp) title: principles and practice of sem (4th ed.), rex kline two-factor model of the kabc-i, figure 9.7, table 13.1 data: file is "kabc-mplus.dat"; type is stdeviations correlation; nobservations = 200; variable: names are handmov numbrec wordord gesclos triangle spatmem matanalg photser; analysis: type is general; model: Sequent by handmov numbrec wordord; Simul by gesclos triangle spatmem matanalg photser! first indicator in each list is automatically! specified as the reference variable output: sampstat modindices(all, 0) residual standardized tech4;! requests sample data matrix, residual diagnostics,! modification indexes > 0, all standardized! solutions (STDYX is reported), and estimated! correlation matrix for all variables Data file (kabc-mplus.dat) 3.40 2.40 2.90 2.70 2.70 4.20 2.80 3.00 1.00.39 1.00.35.67 1.00.21.11.16 1.00.32.27.29.38 1.00.40.29.28.30.47 1.00.39.32.30.31.42.41 1.00.39.29.37.42.58.51.42 1.00 1
Output file (kabc-mplus.out) Mplus VERSION 7.3 MUTHEN & MUTHEN 01/05/2015 4:01 PM INPUT INSTRUCTIONS title: principles and practice of sem (4th ed.), rex kline two-factor model of the kabc-i, figure 9.7, table 13.1 data: file is "kabc-mplus.dat"; type is stdeviations correlation; nobservations = 200; variable: names are handmov numbrec wordord gesclos triangle spatmem matanalg photser; analysis: type is general; model: Sequent by handmov numbrec wordord; Simul by gesclos triangle spatmem matanalg photser! first indicator in each list is automatically! specified as the reference variable output: sampstat modindices(all, 0) residual standardized tech4;! requests sample data matrix, residual diagnostics,! modification indexes > 0, all standardized! solutions (STDYX is reported), and estimated! correlation matrix for all variables INPUT READING TERMINATED NORMALLY principles and practice of sem (4th ed.), rex kline two-factor model of the kabc-i, figure 9.7, table 13.1 SUMMARY OF ANALYSIS Number of groups 1 Number of observations 200 Number of dependent variables 8 Number of independent variables 0 Number of continuous latent variables 2 Observed dependent variables Continuous HANDMOV NUMBREC WORDORD GESCLOS TRIANGLE SPATMEM MATANALG PHOTSER Continuous latent variables SEQUENT SIMUL 2
Estimator ML Information matrix EXPECTED Maximum number of iterations 1000 Convergence criterion 0.500D-04 Maximum number of steepest descent iterations 20 Input data file(s) kabc-mplus.dat Input data format FREE SAMPLE STATISTICS Covariances/Correlations/Residual Correlations HANDMOV NUMBREC WORDORD GESCLOS TRIANGLE HANDMOV 11.560 NUMBREC 3.182 5.760 WORDORD 3.451 4.663 8.410 GESCLOS 1.928 0.713 1.253 7.290 TRIANGLE 2.938 1.750 2.271 2.770 7.290 SPATMEM 5.712 2.923 3.410 3.402 5.330 MATANALG 3.713 2.150 2.436 2.344 3.175 PHOTSER 3.978 2.088 3.219 3.402 4.698 Covariances/Correlations/Residual Correlations SPATMEM MATANALG PHOTSER SPATMEM 17.640 MATANALG 4.822 7.840 PHOTSER 6.426 3.528 9.000 THE MODEL ESTIMATION TERMINATED NORMALLY 3
MODEL FIT INFORMATION Number of Free Parameters 17 Loglikelihood H0 Value -3779.041 H1 Value -3759.878 Information Criteria Akaike (AIC) 7592.082 Bayesian (BIC) 7648.153 Sample-Size Adjusted BIC 7594.295 (n* = (n + 2) / 24) Chi-Square Test of Model Fit Value 38.325 Degrees of Freedom 19 P-Value 0.0054 RMSEA (Root Mean Square Error Of Approximation) CFI/TLI Estimate 0.071 90 Percent C.I. 0.038 0.104 Probability RMSEA <=.05 0.132 CFI 0.959 TLI 0.939 Chi-Square Test of Model Fit for the Baseline Model Value 498.336 Degrees of Freedom 28 P-Value 0.0000 SRMR (Standardized Root Mean Square Residual) Value 0.072 4
MODEL RESULTS Estimate Two-Tailed S.E. Est./S.E. P-Value SEQUENT BY HANDMOV 1.000 0.000 999.000 999.000 NUMBREC 1.147 0.181 6.341 0.000 WORDORD 1.388 0.219 6.341 0.000 SIMUL BY GESCLOS 1.000 0.000 999.000 999.000 TRIANGLE 1.445 0.227 6.353 0.000 SPATMEM 2.029 0.335 6.062 0.000 MATANALG 1.212 0.212 5.717 0.000 PHOTSER 1.727 0.265 6.521 0.000 SIMUL WITH SEQUENT 1.271 0.324 3.918 0.000 Variances SEQUENT 2.839 0.838 3.389 0.001 SIMUL 1.835 0.530 3.460 0.001 Residual Variances HANDMOV 8.664 0.938 9.237 0.000 NUMBREC 1.998 0.414 4.830 0.000 WORDORD 2.902 0.604 4.801 0.000 GESCLOS 5.419 0.585 9.261 0.000 TRIANGLE 3.425 0.458 7.479 0.000 SPATMEM 9.998 1.202 8.320 0.000 MATANALG 5.104 0.578 8.837 0.000 PHOTSER 3.483 0.537 6.482 0.000 5
STANDARDIZED MODEL RESULTS STDYX Standardization Estimate Two-Tailed S.E. Est./S.E. P-Value SEQUENT BY HANDMOV 0.497 0.062 8.032 0.000 NUMBREC 0.807 0.046 17.445 0.000 WORDORD 0.808 0.046 17.481 0.000 SIMUL BY GESCLOS 0.503 0.061 8.261 0.000 TRIANGLE 0.726 0.044 16.464 0.000 SPATMEM 0.656 0.050 13.227 0.000 MATANALG 0.588 0.055 10.717 0.000 PHOTSER 0.782 0.040 19.483 0.000 SIMUL WITH SEQUENT 0.557 0.067 8.345 0.000 Variances SEQUENT 1.000 0.000 999.000 999.000 SIMUL 1.000 0.000 999.000 999.000 Residual Variances HANDMOV 0.753 0.061 12.257 0.000 NUMBREC 0.349 0.075 4.668 0.000 WORDORD 0.347 0.075 4.640 0.000 GESCLOS 0.747 0.061 12.200 0.000 TRIANGLE 0.472 0.064 7.365 0.000 SPATMEM 0.570 0.065 8.753 0.000 MATANALG 0.654 0.065 10.145 0.000 PHOTSER 0.389 0.063 6.199 0.000 6
STD Standardization Estimate Two-Tailed S.E. Est./S.E. P-Value SEQUENT BY HANDMOV 1.685 0.249 6.778 0.000 NUMBREC 1.932 0.168 11.525 0.000 WORDORD 2.338 0.203 11.542 0.000 SIMUL BY GESCLOS 1.355 0.196 6.919 0.000 TRIANGLE 1.957 0.181 10.814 0.000 SPATMEM 2.749 0.289 9.507 0.000 MATANALG 1.642 0.198 8.311 0.000 PHOTSER 2.339 0.197 11.886 0.000 SIMUL WITH SEQUENT 0.557 0.067 8.345 0.000 Variances SEQUENT 1.000 0.000 999.000 999.000 SIMUL 1.000 0.000 999.000 999.000 Residual Variances HANDMOV 8.664 0.938 9.237 0.000 NUMBREC 1.998 0.414 4.830 0.000 WORDORD 2.902 0.604 4.801 0.000 GESCLOS 5.419 0.585 9.261 0.000 TRIANGLE 3.425 0.458 7.479 0.000 SPATMEM 9.998 1.202 8.320 0.000 MATANALG 5.104 0.578 8.837 0.000 PHOTSER 3.483 0.537 6.482 0.000 R-SQUARE Observed Two-Tailed Variable Estimate S.E. Est./S.E. P-Value HANDMOV 0.247 0.061 4.016 0.000 NUMBREC 0.651 0.075 8.722 0.000 WORDORD 0.653 0.075 8.740 0.000 GESCLOS 0.253 0.061 4.131 0.000 TRIANGLE 0.528 0.064 8.232 0.000 SPATMEM 0.430 0.065 6.613 0.000 MATANALG 0.346 0.065 5.359 0.000 PHOTSER 0.611 0.063 9.742 0.000 7
QUALITY OF NUMERICAL RESULTS Condition Number for the Information Matrix (ratio of smallest to largest eigenvalue) 0.897E-02 RESIDUAL OUTPUT ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) Model Estimated Covariances/Correlations/Residual Correlations HANDMOV NUMBREC WORDORD GESCLOS TRIANGLE HANDMOV 11.503 NUMBREC 3.255 5.731 WORDORD 3.939 4.517 8.368 GESCLOS 1.271 1.457 1.764 7.254 TRIANGLE 1.836 2.105 2.548 2.650 7.254 SPATMEM 2.579 2.957 3.579 3.723 5.378 MATANALG 1.541 1.767 2.138 2.224 3.213 PHOTSER 2.195 2.517 3.046 3.169 4.577 Model Estimated Covariances/Correlations/Residual Correlations SPATMEM MATANALG PHOTSER SPATMEM 17.553 MATANALG 4.513 7.801 PHOTSER 6.430 3.841 8.955 Residuals for Covariances/Correlations/Residual Correlations HANDMOV NUMBREC WORDORD GESCLOS TRIANGLE HANDMOV -0.001 NUMBREC -0.089 0.000 WORDORD -0.506 0.122 0.000 GESCLOS 0.647-0.748-0.517 0.000 TRIANGLE 1.087-0.364-0.288 0.106 0.000 SPATMEM 3.105-0.049-0.185-0.338-0.075 MATANALG 2.154 0.373 0.286 0.108-0.053 PHOTSER 1.763-0.440 0.157 0.216 0.097 Residuals for Covariances/Correlations/Residual Correlations SPATMEM MATANALG PHOTSER SPATMEM -0.001 MATANALG 0.284 0.000 PHOTSER -0.036-0.331 0.000 8
Standardized Residuals (z-scores) for Covariances/Correlations/Residual Corr HANDMOV NUMBREC WORDORD GESCLOS TRIANGLE HANDMOV 999.000 NUMBREC -0.595 999.000 WORDORD -3.803 1.537 999.000 GESCLOS 1.126-2.329-1.315 999.000 TRIANGLE 2.046-1.558-1.001 0.427 999.000 SPATMEM 3.464-0.112-0.354-0.785-0.268 MATANALG 3.505 1.129 0.727 0.323-0.246 PHOTSER 2.990-2.001 0.524 0.909 0.676 Standardized Residuals (z-scores) for Covariances/Correlations/Residual Corr SPATMEM MATANALG PHOTSER SPATMEM 999.000 MATANALG 0.664 0.042 PHOTSER -0.144-1.978 999.000 Normalized Residuals for Covariances/Correlations/Residual Correlations HANDMOV NUMBREC WORDORD GESCLOS TRIANGLE HANDMOV -0.001 NUMBREC -0.144 0.000 WORDORD -0.688 0.208 0.000 GESCLOS 0.981-1.631-0.927 0.000 TRIANGLE 1.603-0.772-0.502 0.193 0.000 SPATMEM 2.869-0.066-0.208-0.406-0.085 MATANALG 2.996 0.751 0.479 0.194-0.093 PHOTSER 2.289-0.833 0.241 0.350 0.148 Normalized Residuals for Covariances/Correlations/Residual Correlations SPATMEM MATANALG PHOTSER SPATMEM -0.001 MATANALG 0.318 0.000 PHOTSER -0.036-0.516 0.000 9
MODEL MODIFICATION INDICES Minimum M.I. value for printing the modification index 0.000 ON/BY Statements M.I. E.P.C. Std E.P.C. StdYX E.P.C. HANDMOV ON SIMUL / SIMUL BY HANDMOV 20.091 1.054 1.427 0.421 NUMBREC ON SIMUL / SIMUL BY NUMBREC 7.010-0.510-0.691-0.289 WORDORD ON SIMUL / SIMUL BY WORDORD 0.310-0.130-0.176-0.061 GESCLOS ON SEQUENT / SEQUENT BY GESCLOS 2.902-0.254-0.429-0.159 TRIANGLE ON SEQUENT / SEQUENT BY TRIANGLE 0.822-0.124-0.209-0.078 SPATMEM ON SEQUENT / SEQUENT BY SPATMEM 0.292 0.118 0.198 0.047 MATANALG ON SEQUENT / SEQUENT BY MATANALG 3.247 0.269 0.454 0.162 PHOTSER ON SEQUENT / SEQUENT BY PHOTSER 0.014 0.018 0.030 0.010 ON Statements SEQUENT ON HANDMOV 20.117-0.344-0.204-0.693 SEQUENT ON NUMBREC 6.989 0.721 0.428 1.024 SEQUENT ON WORDORD 0.305 0.125 0.074 0.215 SEQUENT ON GESCLOS 2.901-0.092-0.055-0.147 SEQUENT ON TRIANGLE 0.822-0.071-0.042-0.113 SEQUENT ON SPATMEM 0.292 0.023 0.014 0.057 SEQUENT ON MATANALG 3.247 0.103 0.061 0.171 SEQUENT ON PHOTSER 0.014 0.010 0.006 0.018 SIMUL ON HANDMOV 20.098 0.154 0.114 0.385 SIMUL ON NUMBREC 7.006-0.323-0.239-0.571 SIMUL ON WORDORD 0.308-0.056-0.042-0.121 SIMUL ON GESCLOS 2.898 0.133 0.098 0.264 SIMUL ON TRIANGLE 0.819 0.102 0.075 0.203 SIMUL ON SPATMEM 0.293-0.033-0.025-0.103 SIMUL ON MATANALG 3.248-0.149-0.110-0.308 SIMUL ON PHOTSER 0.014-0.015-0.011-0.032 HANDMOV ON NUMBREC 0.312-0.152-0.152-0.108 HANDMOV ON WORDORD 7.025-0.602-0.602-0.514 HANDMOV ON GESCLOS 3.468 0.157 0.157 0.125 HANDMOV ON TRIANGLE 6.280 0.227 0.227 0.180 HANDMOV ON SPATMEM 15.188 0.221 0.221 0.273 HANDMOV ON MATANALG 12.562 0.295 0.295 0.243 HANDMOV ON PHOTSER 11.308 0.280 0.280 0.247 NUMBREC ON HANDMOV 0.310-0.035-0.035-0.050 NUMBREC ON WORDORD 20.037 1.631 1.631 1.971 NUMBREC ON GESCLOS 4.156-0.105-0.105-0.119 10
NUMBREC ON TRIANGLE 2.077-0.089-0.089-0.100 NUMBREC ON SPATMEM 0.499-0.026-0.026-0.046 NUMBREC ON MATANALG 0.011 0.006 0.006 0.006 NUMBREC ON PHOTSER 7.264-0.159-0.159-0.199 WORDORD ON HANDMOV 7.016-0.202-0.202-0.236 WORDORD ON NUMBREC 20.028 2.369 2.369 1.960 WORDORD ON GESCLOS 0.144-0.024-0.024-0.022 WORDORD ON TRIANGLE 0.446-0.050-0.050-0.046 WORDORD ON SPATMEM 1.209-0.049-0.049-0.071 WORDORD ON MATANALG 0.381-0.039-0.039-0.038 WORDORD ON PHOTSER 0.465 0.049 0.049 0.050 GESCLOS ON HANDMOV 0.121-0.018-0.018-0.023 GESCLOS ON NUMBREC 3.493-0.155-0.155-0.138 GESCLOS ON WORDORD 1.493-0.084-0.084-0.090 GESCLOS ON TRIANGLE 0.192 0.049 0.049 0.049 GESCLOS ON SPATMEM 0.578-0.046-0.046-0.072 GESCLOS ON MATANALG 0.107 0.027 0.027 0.028 GESCLOS ON PHOTSER 0.946 0.118 0.118 0.132 TRIANGLE ON HANDMOV 0.082-0.013-0.013-0.017 TRIANGLE ON NUMBREC 0.527-0.054-0.054-0.048 TRIANGLE ON WORDORD 0.743-0.053-0.053-0.057 TRIANGLE ON GESCLOS 0.192 0.031 0.031 0.031 TRIANGLE ON SPATMEM 0.068-0.016-0.016-0.024 TRIANGLE ON MATANALG 0.058-0.019-0.019-0.019 TRIANGLE ON PHOTSER 0.584 0.103 0.103 0.114 SPATMEM ON HANDMOV 4.624 0.162 0.162 0.131 SPATMEM ON NUMBREC 0.305 0.066 0.066 0.038 SPATMEM ON WORDORD 0.052-0.023-0.023-0.016 SPATMEM ON GESCLOS 0.578-0.086-0.086-0.055 SPATMEM ON TRIANGLE 0.068-0.046-0.046-0.029 SPATMEM ON MATANALG 0.475 0.084 0.084 0.056 SPATMEM ON PHOTSER 0.020-0.028-0.028-0.020 MATANALG ON HANDMOV 5.587 0.124 0.124 0.150 MATANALG ON NUMBREC 3.057 0.145 0.145 0.124 MATANALG ON WORDORD 0.775 0.060 0.060 0.062 MATANALG ON GESCLOS 0.107 0.025 0.025 0.024 MATANALG ON TRIANGLE 0.058-0.028-0.028-0.027 MATANALG ON SPATMEM 0.476 0.043 0.043 0.064 MATANALG ON PHOTSER 2.726-0.210-0.210-0.225 PHOTSER ON HANDMOV 0.914 0.047 0.047 0.054 PHOTSER ON NUMBREC 0.912-0.078-0.078-0.063 PHOTSER ON WORDORD 0.718 0.058 0.058 0.056 PHOTSER ON GESCLOS 0.947 0.076 0.076 0.069 PHOTSER ON TRIANGLE 0.585 0.104 0.104 0.094 PHOTSER ON SPATMEM 0.020-0.010-0.010-0.013 PHOTSER ON MATANALG 2.727-0.144-0.144-0.134 WITH Statements HANDMOV WITH SEQUENT 20.110-2.980-1.769-0.601 HANDMOV WITH SIMUL 20.097 1.334 0.985 0.335 NUMBREC WITH SEQUENT 7.008 1.442 0.856 0.606 11
NUMBREC WITH SIMUL 7.009-0.646-0.477-0.337 NUMBREC WITH HANDMOV 0.310-0.304-0.304-0.073 WORDORD WITH SEQUENT 0.309 0.366 0.217 0.128 WORDORD WITH SIMUL 0.309-0.164-0.121-0.071 WORDORD WITH HANDMOV 7.015-1.746-1.746-0.348 WORDORD WITH NUMBREC 20.042 4.735 4.735 1.966 GESCLOS WITH SEQUENT 2.901-0.498-0.296-0.127 GESCLOS WITH SIMUL 2.899 0.719 0.531 0.228 GESCLOS WITH HANDMOV 0.082 0.148 0.148 0.022 GESCLOS WITH NUMBREC 2.005-0.423-0.423-0.129 GESCLOS WITH WORDORD 0.060-0.089-0.089-0.022 TRIANGLE WITH SEQUENT 0.822-0.243-0.144-0.078 TRIANGLE WITH SIMUL 0.821 0.350 0.258 0.140 TRIANGLE WITH HANDMOV 0.001 0.010 0.010 0.002 TRIANGLE WITH NUMBREC 0.075-0.072-0.072-0.028 TRIANGLE WITH WORDORD 0.263-0.163-0.163-0.052 TRIANGLE WITH GESCLOS 0.192 0.168 0.168 0.039 SPATMEM WITH SEQUENT 0.292 0.230 0.137 0.043 SPATMEM WITH SIMUL 0.292-0.333-0.246-0.078 SPATMEM WITH HANDMOV 4.847 1.609 1.609 0.173 SPATMEM WITH NUMBREC 0.140 0.160 0.160 0.036 SPATMEM WITH WORDORD 1.044-0.527-0.527-0.098 SPATMEM WITH GESCLOS 0.578-0.463-0.463-0.063 SPATMEM WITH TRIANGLE 0.068-0.156-0.156-0.027 MATANALG WITH SEQUENT 3.246 0.527 0.313 0.139 MATANALG WITH SIMUL 3.246-0.761-0.562-0.249 MATANALG WITH HANDMOV 3.799 0.995 0.995 0.150 MATANALG WITH NUMBREC 1.177 0.322 0.322 0.101 MATANALG WITH WORDORD 0.230-0.172-0.172-0.045 MATANALG WITH GESCLOS 0.107 0.137 0.137 0.026 MATANALG WITH TRIANGLE 0.058-0.095-0.095-0.023 MATANALG WITH SPATMEM 0.476 0.426 0.426 0.060 PHOTSER WITH SEQUENT 0.014 0.035 0.021 0.011 PHOTSER WITH SIMUL 0.014-0.050-0.037-0.020 PHOTSER WITH HANDMOV 1.030 0.481 0.481 0.088 PHOTSER WITH NUMBREC 3.147-0.502-0.502-0.190 PHOTSER WITH WORDORD 1.799 0.459 0.459 0.144 PHOTSER WITH GESCLOS 0.947 0.413 0.413 0.095 PHOTSER WITH TRIANGLE 0.585 0.358 0.358 0.104 PHOTSER WITH SPATMEM 0.020-0.096-0.096-0.016 PHOTSER WITH MATANALG 2.727-0.733-0.733-0.174 12
TECHNICAL 4 OUTPUT ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES SEQUENT SIMUL HANDMOV NUMBREC WORDORD SEQUENT 1.000 SIMUL 0.557 1.000 HANDMOV 0.497 0.277 1.000 NUMBREC 0.807 0.449 0.401 1.000 WORDORD 0.808 0.450 0.402 0.652 1.000 GESCLOS 0.280 0.503 0.139 0.226 0.226 TRIANGLE 0.405 0.726 0.201 0.327 0.327 SPATMEM 0.365 0.656 0.181 0.295 0.295 MATANALG 0.327 0.588 0.163 0.264 0.265 PHOTSER 0.435 0.782 0.216 0.351 0.352 ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES GESCLOS TRIANGLE SPATMEM MATANALG PHOTSER GESCLOS 1.000 TRIANGLE 0.365 1.000 SPATMEM 0.330 0.477 1.000 MATANALG 0.296 0.427 0.386 1.000 PHOTSER 0.393 0.568 0.513 0.460 1.000 Beginning Time: 16:01:25 Ending Time: 16:01:25 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) 1998-2014 Muthen & Muthen 13
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Supplemental K-ABC CFA Correlation residuals (EQS) STANDARDIZED RESIDUAL MATRIX: HANDMOV NUMBREC WORDORD GESCLOS TRIANGLE V1 V2 V3 V4 V5 HANDMOV V1.000 NUMBREC V2 -.011.000 WORDORD V3 -.052.018.000 GESCLOS V4.071 -.116 -.066.000 TRIANGLE V5.119 -.057 -.037.015.000 SPATMEM V6.218 -.005 -.015 -.030 -.007 MATANALG V7.227.056.035.014 -.007 PHOTSER V8.174 -.061.018.027.012 SPATMEM MATANALG PHOTSER V6 V7 V8 SPATMEM V6.000 MATANALG V7.024.000 PHOTSER V8 -.003 -.040.000 AVERAGE ABSOLUTE STANDARDIZED RESIDUAL =.0426 AVERAGE OFF-DIAGONAL ABSOLUTE STANDARDIZED RESIDUAL =.0548 LARGEST STANDARDIZED RESIDUALS: NO. PARAMETER ESTIMATE NO. PARAMETER ESTIMATE --- --------- -------- --- --------- -------- 1 V7, V1.227 11 V3, V1 -.052 2 V6, V1.218 12 V8, V7 -.040 3 V8, V1.174 13 V5, V3 -.037 4 V5, V1.119 14 V7, V3.035 5 V4, V2 -.116 15 V6, V4 -.030 6 V4, V1.071 16 V8, V4.027 7 V4, V3 -.066 17 V7, V6.024 8 V8, V2 -.061 18 V8, V3.018 9 V5, V2 -.057 19 V3, V2.018 10 V7, V2.056 20 V6, V3 -.015 15
Supplemental K-ABC CFA Modification Index Summary Path MI Simultaneous Hand Movements 20.091** E WO E NR 20.042** Simultaneous Number Recall 7.010** E HM E WO 7.015** E HM E SM 4.847* E HM E MA 3.799 Sequential Matrix Analogies 3.247 E NR E PS 3.147 Sequential Gestalt Closure 2.902 E MA E PS 2.727 Note. KABC-I, Kaufman Assessment Battery for Children, first edition; MI, modification index; HM, Hand Movements; WO, Word Order; SM, Spatial Memory; MA, Matrix Analogies; PS, Photo Series. All results computed by Mplus. *p <.05; **p <.01. 16