K ABC Mplus CFA Model. Syntax file (kabc-mplus.inp) Data file (kabc-mplus.dat)

Transcription

1 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)

2 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

3 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 NUMBREC WORDORD GESCLOS TRIANGLE SPATMEM MATANALG PHOTSER Covariances/Correlations/Residual Correlations SPATMEM MATANALG PHOTSER SPATMEM MATANALG PHOTSER THE MODEL ESTIMATION TERMINATED NORMALLY 3

4 MODEL FIT INFORMATION Number of Free Parameters 17 Loglikelihood H0 Value H1 Value Information Criteria Akaike (AIC) Bayesian (BIC) Sample-Size Adjusted BIC (n* = (n + 2) / 24) Chi-Square Test of Model Fit Value Degrees of Freedom 19 P-Value RMSEA (Root Mean Square Error Of Approximation) CFI/TLI Estimate Percent C.I Probability RMSEA <= CFI TLI Chi-Square Test of Model Fit for the Baseline Model Value Degrees of Freedom 28 P-Value SRMR (Standardized Root Mean Square Residual) Value

5 MODEL RESULTS Estimate Two-Tailed S.E. Est./S.E. P-Value SEQUENT BY HANDMOV NUMBREC WORDORD SIMUL BY GESCLOS TRIANGLE SPATMEM MATANALG PHOTSER SIMUL WITH SEQUENT Variances SEQUENT SIMUL Residual Variances HANDMOV NUMBREC WORDORD GESCLOS TRIANGLE SPATMEM MATANALG PHOTSER

6 STANDARDIZED MODEL RESULTS STDYX Standardization Estimate Two-Tailed S.E. Est./S.E. P-Value SEQUENT BY HANDMOV NUMBREC WORDORD SIMUL BY GESCLOS TRIANGLE SPATMEM MATANALG PHOTSER SIMUL WITH SEQUENT Variances SEQUENT SIMUL Residual Variances HANDMOV NUMBREC WORDORD GESCLOS TRIANGLE SPATMEM MATANALG PHOTSER

7 STD Standardization Estimate Two-Tailed S.E. Est./S.E. P-Value SEQUENT BY HANDMOV NUMBREC WORDORD SIMUL BY GESCLOS TRIANGLE SPATMEM MATANALG PHOTSER SIMUL WITH SEQUENT Variances SEQUENT SIMUL Residual Variances HANDMOV NUMBREC WORDORD GESCLOS TRIANGLE SPATMEM MATANALG PHOTSER R-SQUARE Observed Two-Tailed Variable Estimate S.E. Est./S.E. P-Value HANDMOV NUMBREC WORDORD GESCLOS TRIANGLE SPATMEM MATANALG PHOTSER

8 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 NUMBREC WORDORD GESCLOS TRIANGLE SPATMEM MATANALG PHOTSER Model Estimated Covariances/Correlations/Residual Correlations SPATMEM MATANALG PHOTSER SPATMEM MATANALG PHOTSER Residuals for Covariances/Correlations/Residual Correlations HANDMOV NUMBREC WORDORD GESCLOS TRIANGLE HANDMOV NUMBREC WORDORD GESCLOS TRIANGLE SPATMEM MATANALG PHOTSER Residuals for Covariances/Correlations/Residual Correlations SPATMEM MATANALG PHOTSER SPATMEM MATANALG PHOTSER

9 Standardized Residuals (z-scores) for Covariances/Correlations/Residual Corr HANDMOV NUMBREC WORDORD GESCLOS TRIANGLE HANDMOV NUMBREC WORDORD GESCLOS TRIANGLE SPATMEM MATANALG PHOTSER Standardized Residuals (z-scores) for Covariances/Correlations/Residual Corr SPATMEM MATANALG PHOTSER SPATMEM MATANALG PHOTSER Normalized Residuals for Covariances/Correlations/Residual Correlations HANDMOV NUMBREC WORDORD GESCLOS TRIANGLE HANDMOV NUMBREC WORDORD GESCLOS TRIANGLE SPATMEM MATANALG PHOTSER Normalized Residuals for Covariances/Correlations/Residual Correlations SPATMEM MATANALG PHOTSER SPATMEM MATANALG PHOTSER

10 MODEL MODIFICATION INDICES Minimum M.I. value for printing the modification index ON/BY Statements M.I. E.P.C. Std E.P.C. StdYX E.P.C. HANDMOV ON SIMUL / SIMUL BY HANDMOV NUMBREC ON SIMUL / SIMUL BY NUMBREC WORDORD ON SIMUL / SIMUL BY WORDORD GESCLOS ON SEQUENT / SEQUENT BY GESCLOS TRIANGLE ON SEQUENT / SEQUENT BY TRIANGLE SPATMEM ON SEQUENT / SEQUENT BY SPATMEM MATANALG ON SEQUENT / SEQUENT BY MATANALG PHOTSER ON SEQUENT / SEQUENT BY PHOTSER ON Statements SEQUENT ON HANDMOV SEQUENT ON NUMBREC SEQUENT ON WORDORD SEQUENT ON GESCLOS SEQUENT ON TRIANGLE SEQUENT ON SPATMEM SEQUENT ON MATANALG SEQUENT ON PHOTSER SIMUL ON HANDMOV SIMUL ON NUMBREC SIMUL ON WORDORD SIMUL ON GESCLOS SIMUL ON TRIANGLE SIMUL ON SPATMEM SIMUL ON MATANALG SIMUL ON PHOTSER HANDMOV ON NUMBREC HANDMOV ON WORDORD HANDMOV ON GESCLOS HANDMOV ON TRIANGLE HANDMOV ON SPATMEM HANDMOV ON MATANALG HANDMOV ON PHOTSER NUMBREC ON HANDMOV NUMBREC ON WORDORD NUMBREC ON GESCLOS

11 NUMBREC ON TRIANGLE NUMBREC ON SPATMEM NUMBREC ON MATANALG NUMBREC ON PHOTSER WORDORD ON HANDMOV WORDORD ON NUMBREC WORDORD ON GESCLOS WORDORD ON TRIANGLE WORDORD ON SPATMEM WORDORD ON MATANALG WORDORD ON PHOTSER GESCLOS ON HANDMOV GESCLOS ON NUMBREC GESCLOS ON WORDORD GESCLOS ON TRIANGLE GESCLOS ON SPATMEM GESCLOS ON MATANALG GESCLOS ON PHOTSER TRIANGLE ON HANDMOV TRIANGLE ON NUMBREC TRIANGLE ON WORDORD TRIANGLE ON GESCLOS TRIANGLE ON SPATMEM TRIANGLE ON MATANALG TRIANGLE ON PHOTSER SPATMEM ON HANDMOV SPATMEM ON NUMBREC SPATMEM ON WORDORD SPATMEM ON GESCLOS SPATMEM ON TRIANGLE SPATMEM ON MATANALG SPATMEM ON PHOTSER MATANALG ON HANDMOV MATANALG ON NUMBREC MATANALG ON WORDORD MATANALG ON GESCLOS MATANALG ON TRIANGLE MATANALG ON SPATMEM MATANALG ON PHOTSER PHOTSER ON HANDMOV PHOTSER ON NUMBREC PHOTSER ON WORDORD PHOTSER ON GESCLOS PHOTSER ON TRIANGLE PHOTSER ON SPATMEM PHOTSER ON MATANALG WITH Statements HANDMOV WITH SEQUENT HANDMOV WITH SIMUL NUMBREC WITH SEQUENT

12 NUMBREC WITH SIMUL NUMBREC WITH HANDMOV WORDORD WITH SEQUENT WORDORD WITH SIMUL WORDORD WITH HANDMOV WORDORD WITH NUMBREC GESCLOS WITH SEQUENT GESCLOS WITH SIMUL GESCLOS WITH HANDMOV GESCLOS WITH NUMBREC GESCLOS WITH WORDORD TRIANGLE WITH SEQUENT TRIANGLE WITH SIMUL TRIANGLE WITH HANDMOV TRIANGLE WITH NUMBREC TRIANGLE WITH WORDORD TRIANGLE WITH GESCLOS SPATMEM WITH SEQUENT SPATMEM WITH SIMUL SPATMEM WITH HANDMOV SPATMEM WITH NUMBREC SPATMEM WITH WORDORD SPATMEM WITH GESCLOS SPATMEM WITH TRIANGLE MATANALG WITH SEQUENT MATANALG WITH SIMUL MATANALG WITH HANDMOV MATANALG WITH NUMBREC MATANALG WITH WORDORD MATANALG WITH GESCLOS MATANALG WITH TRIANGLE MATANALG WITH SPATMEM PHOTSER WITH SEQUENT PHOTSER WITH SIMUL PHOTSER WITH HANDMOV PHOTSER WITH NUMBREC PHOTSER WITH WORDORD PHOTSER WITH GESCLOS PHOTSER WITH TRIANGLE PHOTSER WITH SPATMEM PHOTSER WITH MATANALG

13 TECHNICAL 4 OUTPUT ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES SEQUENT SIMUL HANDMOV NUMBREC WORDORD SEQUENT SIMUL HANDMOV NUMBREC WORDORD GESCLOS TRIANGLE SPATMEM MATANALG PHOTSER ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES GESCLOS TRIANGLE SPATMEM MATANALG PHOTSER GESCLOS TRIANGLE SPATMEM MATANALG PHOTSER Beginning Time: 16:01:25 Ending Time: 16:01:25 Elapsed Time: 00:00:00 MUTHEN & MUTHEN 3463 Stoner Ave. Los Angeles, CA Tel: (310) Fax: (310) Web: Support: Support@StatModel.com Copyright (c) Muthen & Muthen 13

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15 Supplemental K-ABC CFA Correlation residuals (EQS) STANDARDIZED RESIDUAL MATRIX: HANDMOV NUMBREC WORDORD GESCLOS TRIANGLE V1 V2 V3 V4 V5 HANDMOV V1.000 NUMBREC V WORDORD V GESCLOS V TRIANGLE V SPATMEM V MATANALG V PHOTSER V SPATMEM MATANALG PHOTSER V6 V7 V8 SPATMEM V6.000 MATANALG V PHOTSER V AVERAGE ABSOLUTE STANDARDIZED RESIDUAL =.0426 AVERAGE OFF-DIAGONAL ABSOLUTE STANDARDIZED RESIDUAL =.0548 LARGEST STANDARDIZED RESIDUALS: NO. PARAMETER ESTIMATE NO. PARAMETER ESTIMATE V7, V V3, V V6, V V8, V V8, V V5, V V5, V V7, V V4, V V6, V V4, V V8, V V4, V V7, V V8, V V8, V V5, V V3, V V7, V V6, V

16 Supplemental K-ABC CFA Modification Index Summary Path MI Simultaneous Hand Movements ** E WO E NR ** Simultaneous Number Recall 7.010** E HM E WO 7.015** E HM E SM 4.847* E HM E MA Sequential Matrix Analogies E NR E PS Sequential Gestalt Closure E MA E PS 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 <