! Multivariate example - Independent pathway model ! Dutch 5-year old twins - IQ subtests ! ! Group 1 sets up matrices for variance components ! Group 2 fits model to MZ data ! Group 3 fits model to DZ data ! Group 4 calculates genetic and environmental standardized path coefficients The following MX script lines were read for group 1 #DEFINE NVAR=6 #NGROUPS 4 Note: #NGroup set number of groups to 4 G1: DEFINE MATRICES CALCULATION BEGIN MATRICES; X FULL NVAR 1 FREE ! COMMON FACTOR GENETIC PATH COEFFICIENTS Y FULL NVAR 1 FREE ! COMMON FACTOR SHARED ENVIRONMENT PATH COEFFICIENTS Z FULL NVAR 1 FREE ! COMMON FACTOR NONSHARED ENVIRONMENT PATH COEFFICIENTS T DIAG NVAR NVAR FREE ! VARIABLE SPECIFIC SHARED ENVIRONMENT PATH COEFFICIENTS U DIAG NVAR NVAR FREE ! VARIABLE SPECIFIC GENETIC PATH COEFFICIENTS V DIAG NVAR NVAR FREE ! VARIABLE SPECIFIC RESIDUAL PATH COEFFICIENTS END MATRICES; BEGIN ALGEBRA; A=X*X'; ! COMMON FACTOR GENETIC VARIANCE COMPONENTS C=Y*Y'; ! COMMON FACTOR SHARED ENVIRONMENT VARIANCE COMPONENTS E=Z*Z'; ! COMMON FACTOR NONSHARED ENVIRONMENT VARIANCE COMPONENTS G=U*U'; ! VARIABLE SPECIFIC GENETIC VARIANCE COMPONENTS J=T*T'; ! VARIABLE SPECIFIC SHARED ENVIRONMENT VARIANCE COMPONENTS K=V*V'; ! VARIABLE SPECIFIC RESIDUAL VARIANCE COMPONENTS END ALGEBRA; START .5 ALL BOUND 0 10 ALL LABELS COL X EST_A LABELS ROW X VERBAL NAMES IDEAS EXCL DISCS FIGURES LABELS COL Y EST_C LABELS ROW Y VERBAL NAMES IDEAS EXCL DISCS FIGURES LABELS COL Z EST_E LABELS ROW Z VERBAL NAMES IDEAS EXCL DISCS FIGURES OPTION NO_OUTPUT END The following MX script lines were read for group 2 G2: MZ TWINS Note: Opening #include file 1 iqmzm.dat DATA NINPUT_VARS=12 NOBSERVATIONS=42 CMATRIX FILE=IQ5MZM.COV LABELS S1EXCLA S1WRDA S1SCHFA S1NAAMA S1FIGUA S1IDEEA S1EXCLB S1WRDB S1SCHFB S1NAAMB S1FIGUB S1IDEEB SELECT S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1NAAMB S1IDEEB S1EXCLB S1SCHFB S1FIGUB ; Note: Closing #include file 1 BEGIN MATRICES = GROUP 1 COVARIANCE ((G+J+K | G+J _ G+J | G+J+K ) + (A+C+E | A+C _ A+C | A+C+E)) ; OPTION RSIDUALS END The following MX script lines were read for group 3 G3: DZ TWINS Note: Opening #include file 1 iqdzm.dat DATA NINPUT_VARS=12 NOBSERVATIONS=43 CMATRIX FILE=IQ5DZM.COV LABELS S1EXCLA S1WRDA S1SCHFA S1NAAMA S1FIGUA S1IDEEA S1EXCLB S1WRDB S1SCHFB S1NAAMB S1FIGUB S1IDEEB SELECT S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1NAAMB S1IDEEB S1EXCLB S1SCHFB S1FIGUB ; Note: Closing #include file 1 BEGIN MATRICES= GROUP 1 H FULL 1 1 END MATRICES; MATRIX H .5 COVARIANCE ((G+J+K | H@G+J _ H@G+J | G+J+K ) + (A+C+E | H@A+C _ H@A+C | A+C+E)) ; OPTION RSIDUALS END The following MX script lines were read for group 4 G4: CALCULATE STANDARDISED SOLUTION CALCULATION MATRICES = GROUP 1 I IDEN NVAR NVAR END MATRICES; BEGIN ALGEBRA; R=A+C+E+G+J+K; ! TOTAL VARIANCE S=(\SQRT(I.R))~; ! DIAGONAL MATRIX OF STANDARD DEVIATIONS P=S*X_ S*Y_ S*Z; ! STANDARDIZED ESTIMATES FOR COMMON FACTORS Q=S*T_ S*U_ S*V; ! STANDARDIZED ESTIMATES FOR SPECIFIC FACTORS END ALGEBRA; LABELS ROW P A1 A2 A3 A4 A5 A6 C1 C2 C3 C4 C5 C6 E1 E2 E3 E4 E5 E6 LABELS ROW Q AS1 AS2 AS3 AS4 AS5 AS6 CS1 CS2 CS3 CS4 CS5 CS6 ES1 ES2 ES3 ES4 ES5 ES6 LABELS COL Q VERBAL NAMES IDEAS EXCL DISCS FIGURES OPTIONS NDECIMALS=4 OPTION MULTIPLE END PARAMETER SPECIFICATIONS GROUP NUMBER: 2 G2: MZ twins MATRIX A This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX C This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX E This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX G This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX J This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX K This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 19 2 0 20 3 0 0 21 4 0 0 0 22 5 0 0 0 0 23 6 0 0 0 0 0 24 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 25 2 0 26 3 0 0 27 4 0 0 0 28 5 0 0 0 0 29 6 0 0 0 0 0 30 MATRIX V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 31 2 0 32 3 0 0 33 4 0 0 0 34 5 0 0 0 0 35 6 0 0 0 0 0 36 MATRIX X This is a FULL matrix of order 6 by 1 EST_A VERBAL 1 NAMES 2 IDEAS 3 EXCL 4 DISCS 5 FIGURES 6 MATRIX Y This is a FULL matrix of order 6 by 1 EST_C VERBAL 7 NAMES 8 IDEAS 9 EXCL 10 DISCS 11 FIGURES 12 MATRIX Z This is a FULL matrix of order 6 by 1 EST_E VERBAL 13 NAMES 14 IDEAS 15 EXCL 16 DISCS 17 FIGURES 18 GROUP NUMBER: 3 G3: DZ twins MATRIX A This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX C This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX E This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX G This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX H This is a FULL matrix of order 1 by 1 It has no free parameters specified MATRIX J This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX K This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 19 2 0 20 3 0 0 21 4 0 0 0 22 5 0 0 0 0 23 6 0 0 0 0 0 24 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 25 2 0 26 3 0 0 27 4 0 0 0 28 5 0 0 0 0 29 6 0 0 0 0 0 30 MATRIX V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 31 2 0 32 3 0 0 33 4 0 0 0 34 5 0 0 0 0 35 6 0 0 0 0 0 36 MATRIX X This is a FULL matrix of order 6 by 1 EST_A VERBAL 1 NAMES 2 IDEAS 3 EXCL 4 DISCS 5 FIGURES 6 MATRIX Y This is a FULL matrix of order 6 by 1 EST_C VERBAL 7 NAMES 8 IDEAS 9 EXCL 10 DISCS 11 FIGURES 12 MATRIX Z This is a FULL matrix of order 6 by 1 EST_E VERBAL 13 NAMES 14 IDEAS 15 EXCL 16 DISCS 17 FIGURES 18 GROUP NUMBER: 4 G4: Calculate Standardised Solution MATRIX A This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX C This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX E This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX G This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX I This is an IDENTITY matrix of order 6 by 6 MATRIX J This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX K This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX P This is a computed FULL matrix of order 18 by 1 It has no free parameters specified MATRIX Q This is a computed FULL matrix of order 18 by 6 It has no free parameters specified MATRIX R This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX S This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 19 2 0 20 3 0 0 21 4 0 0 0 22 5 0 0 0 0 23 6 0 0 0 0 0 24 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 25 2 0 26 3 0 0 27 4 0 0 0 28 5 0 0 0 0 29 6 0 0 0 0 0 30 MATRIX V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 31 2 0 32 3 0 0 33 4 0 0 0 34 5 0 0 0 0 35 6 0 0 0 0 0 36 MATRIX X This is a FULL matrix of order 6 by 1 EST_A VERBAL 1 NAMES 2 IDEAS 3 EXCL 4 DISCS 5 FIGURES 6 MATRIX Y This is a FULL matrix of order 6 by 1 EST_C VERBAL 7 NAMES 8 IDEAS 9 EXCL 10 DISCS 11 FIGURES 12 MATRIX Z This is a FULL matrix of order 6 by 1 EST_E VERBAL 13 NAMES 14 IDEAS 15 EXCL 16 DISCS 17 FIGURES 18 MX PARAMETER ESTIMATES GROUP NUMBER: 2 G2: MZ twins MATRIX A This is a computed FULL matrix of order 6 by 6 [=X*X'] 1 2 3 4 5 6 1 0.0011 0.0000 0.0059 0.0705 0.1289 0.0424 2 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 3 0.0059 0.0000 0.0303 0.3639 0.6647 0.2187 4 0.0705 0.0000 0.3639 4.3717 7.9853 2.6277 5 0.1289 0.0000 0.6647 7.9853 14.5859 4.7997 6 0.0424 0.0000 0.2187 2.6277 4.7997 1.5794 MATRIX C This is a computed FULL matrix of order 6 by 6 [=Y*Y'] 1 2 3 4 5 6 1 6.6915 7.1278 3.4888 3.4772 0.7548 5.7698 2 7.1278 7.5925 3.7163 3.7039 0.8040 6.1459 3 3.4888 3.7163 1.8190 1.8129 0.3935 3.0082 4 3.4772 3.7039 1.8129 1.8069 0.3922 2.9982 5 0.7548 0.8040 0.3935 0.3922 0.0851 0.6508 6 5.7698 6.1459 3.0082 2.9982 0.6508 4.9750 MATRIX E This is a computed FULL matrix of order 6 by 6 [=Z*Z'] 1 2 3 4 5 6 1 0.2352 0.6393 0.6004 0.3794 0.0661 0.0000 2 0.6393 1.7378 1.6321 1.0315 0.1796 0.0000 3 0.6004 1.6321 1.5327 0.9687 0.1687 0.0000 4 0.3794 1.0315 0.9687 0.6122 0.1066 0.0000 5 0.0661 0.1796 0.1687 0.1066 0.0186 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX G This is a computed FULL matrix of order 6 by 6 [=U*U'] 1 2 3 4 5 6 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 5.3487 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 3.7941 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 7.5917 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 5.3842 MATRIX J This is a computed FULL matrix of order 6 by 6 [=T*T'] 1 2 3 4 5 6 1 1.2549 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 0.6541 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 3.6010 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX K This is a computed FULL matrix of order 6 by 6 [=V*V'] 1 2 3 4 5 6 1 7.9352 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 5.9488 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 5.7038 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 5.3081 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 13.0168 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 10.0783 MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 1.1202 2 0.0000 0.8088 3 0.0000 0.0000 1.8976 4 0.0000 0.0000 0.0000 0.0001 5 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.0000 2 0.0000 2.3127 3 0.0000 0.0000 1.9478 4 0.0000 0.0000 0.0000 2.7553 5 0.0000 0.0000 0.0000 0.0000 0.0006 6 0.0000 0.0000 0.0000 0.0000 0.0000 2.3204 MATRIX V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 2.8170 2 0.0000 2.4390 3 0.0000 0.0000 2.3883 4 0.0000 0.0000 0.0000 2.3039 5 0.0000 0.0000 0.0000 0.0000 3.6079 6 0.0000 0.0000 0.0000 0.0000 0.0000 3.1746 MATRIX X This is a FULL matrix of order 6 by 1 EST_A VERBAL 0.0337 NAMES 0.0000 IDEAS 0.1740 EXCL 2.0908 DISCS 3.8191 FIGURES 1.2568 MATRIX Y This is a FULL matrix of order 6 by 1 EST_C VERBAL 2.5868 NAMES 2.7554 IDEAS 1.3487 EXCL 1.3442 DISCS 0.2918 FIGURES 2.2305 MATRIX Z This is a FULL matrix of order 6 by 1 EST_E VERBAL 0.4849 NAMES 1.3183 IDEAS 1.2380 EXCL 0.7824 DISCS 0.1363 FIGURES 0.0000 OBSERVED COVARIANCE MATRIX S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1WRDA 17.7680 S1NAAMA 9.7131 18.0030 S1IDEEA 8.5250 8.3357 21.8650 S1EXCLA 8.2288 2.8827 6.3810 21.5590 S1SCHFA 1.4727 -0.7271 0.9663 11.4120 27.7540 S1FIGUA 6.7549 3.3897 1.5621 5.9210 6.4576 22.1070 S1WRDB 8.5029 9.1905 5.8142 2.6852 -1.6074 4.2009 13.5590 S1NAAMB 10.6260 14.8740 6.7886 3.6911 2.1789 6.0691 10.5770 S1IDEEB 4.6829 4.5854 9.7317 0.9268 0.9024 0.9024 4.4878 S1EXCLB 5.4843 1.4617 1.7108 14.6170 12.0800 7.2979 2.1638 S1SCHFB 2.2590 -0.6388 -1.5273 8.0267 16.8800 3.7375 -1.0511 S1FIGUB 12.6990 8.7642 5.6667 8.3740 6.3496 16.3500 7.0894 S1NAAMB S1IDEEB S1EXCLB S1SCHFB S1FIGUB S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1NAAMB 26.7280 S1IDEEB 6.6829 12.2930 S1EXCLB 4.4024 -1.5610 19.5030 S1SCHFB 1.1870 0.2927 5.7247 32.2900 S1FIGUB 9.7154 5.4634 10.2200 7.9187 30.5200 EXPECTED COVARIANCE MATRIX S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1WRDA 16.1179 S1NAAMA 7.7671 21.2818 S1IDEEA 4.0951 5.3483 16.4809 S1EXCLA 3.9272 4.7354 3.1455 19.6905 S1SCHFA 0.9497 0.9836 1.2269 8.4841 27.7063 S1FIGUA 5.8122 6.1459 3.2270 5.6259 5.4506 22.0169 S1WRDB 7.9476 7.1278 3.4947 3.5478 0.8836 5.8122 16.1179 S1NAAMB 7.1278 13.5952 3.7163 3.7039 0.8040 6.1459 7.7671 S1IDEEB 3.4947 3.7163 9.2444 2.1768 1.0582 3.2270 4.0951 S1EXCLB 3.5478 3.7039 2.1768 13.7702 8.3775 5.6259 3.9272 S1SCHFB 0.8836 0.8040 1.0582 8.3775 14.6710 5.4506 0.9497 S1FIGUB 5.8122 6.1459 3.2270 5.6259 5.4506 11.9386 5.8122 S1NAAMB S1IDEEB S1EXCLB S1SCHFB S1FIGUB S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1NAAMB 21.2818 S1IDEEB 5.3483 16.4809 S1EXCLB 4.7354 3.1455 19.6905 S1SCHFB 0.9836 1.2269 8.4841 27.7063 S1FIGUB 6.1459 3.2270 5.6259 5.4506 22.0169 RESIDUAL MATRIX S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1WRDA 1.6501 S1NAAMA 1.9460 -3.2788 S1IDEEA 4.4299 2.9874 5.3841 S1EXCLA 4.3016 -1.8527 3.2355 1.8685 S1SCHFA 0.5230 -1.7107 -0.2606 2.9279 0.0477 S1FIGUA 0.9427 -2.7562 -1.6649 0.2951 1.0070 0.0901 S1WRDB 0.5553 2.0627 2.3195 -0.8626 -2.4910 -1.6113 -2.5589 S1NAAMB 3.4982 1.2788 3.0723 -0.0128 1.3749 -0.0768 2.8099 S1IDEEB 1.1882 0.8691 0.4873 -1.2500 -0.1557 -2.3245 0.3927 S1EXCLB 1.9365 -2.2422 -0.4660 0.8468 3.7025 1.6720 -1.7634 S1SCHFB 1.3754 -1.4428 -2.5855 -0.3508 2.2090 -1.7131 -2.0008 S1FIGUB 6.8868 2.6183 2.4397 2.7481 0.8990 4.4114 1.2772 S1NAAMB S1IDEEB S1EXCLB S1SCHFB S1FIGUB S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1NAAMB 5.4462 S1IDEEB 1.3346 -4.1879 S1EXCLB -0.3330 -4.7065 -0.1875 S1SCHFB 0.2034 -0.9342 -2.7594 4.5837 S1FIGUB 3.5695 2.2364 4.5941 2.4681 8.5031 Function value of this group: 57.0965 Where the fit function is Maximum Likelihood GROUP NUMBER: 3 G3: DZ twins MATRIX A This is a computed FULL matrix of order 6 by 6 [=X*X'] 1 2 3 4 5 6 1 0.0011 0.0000 0.0059 0.0705 0.1289 0.0424 2 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 3 0.0059 0.0000 0.0303 0.3639 0.6647 0.2187 4 0.0705 0.0000 0.3639 4.3717 7.9853 2.6277 5 0.1289 0.0000 0.6647 7.9853 14.5859 4.7997 6 0.0424 0.0000 0.2187 2.6277 4.7997 1.5794 MATRIX C This is a computed FULL matrix of order 6 by 6 [=Y*Y'] 1 2 3 4 5 6 1 6.6915 7.1278 3.4888 3.4772 0.7548 5.7698 2 7.1278 7.5925 3.7163 3.7039 0.8040 6.1459 3 3.4888 3.7163 1.8190 1.8129 0.3935 3.0082 4 3.4772 3.7039 1.8129 1.8069 0.3922 2.9982 5 0.7548 0.8040 0.3935 0.3922 0.0851 0.6508 6 5.7698 6.1459 3.0082 2.9982 0.6508 4.9750 MATRIX E This is a computed FULL matrix of order 6 by 6 [=Z*Z'] 1 2 3 4 5 6 1 0.2352 0.6393 0.6004 0.3794 0.0661 0.0000 2 0.6393 1.7378 1.6321 1.0315 0.1796 0.0000 3 0.6004 1.6321 1.5327 0.9687 0.1687 0.0000 4 0.3794 1.0315 0.9687 0.6122 0.1066 0.0000 5 0.0661 0.1796 0.1687 0.1066 0.0186 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX G This is a computed FULL matrix of order 6 by 6 [=U*U'] 1 2 3 4 5 6 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 5.3487 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 3.7941 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 7.5917 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 5.3842 MATRIX H This is a FULL matrix of order 1 by 1 1 1 0.5000 MATRIX J This is a computed FULL matrix of order 6 by 6 [=T*T'] 1 2 3 4 5 6 1 1.2549 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 0.6541 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 3.6010 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX K This is a computed FULL matrix of order 6 by 6 [=V*V'] 1 2 3 4 5 6 1 7.9352 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 5.9488 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 5.7038 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 5.3081 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 13.0168 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 10.0783 MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 1.1202 2 0.0000 0.8088 3 0.0000 0.0000 1.8976 4 0.0000 0.0000 0.0000 0.0001 5 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.0000 2 0.0000 2.3127 3 0.0000 0.0000 1.9478 4 0.0000 0.0000 0.0000 2.7553 5 0.0000 0.0000 0.0000 0.0000 0.0006 6 0.0000 0.0000 0.0000 0.0000 0.0000 2.3204 MATRIX V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 2.8170 2 0.0000 2.4390 3 0.0000 0.0000 2.3883 4 0.0000 0.0000 0.0000 2.3039 5 0.0000 0.0000 0.0000 0.0000 3.6079 6 0.0000 0.0000 0.0000 0.0000 0.0000 3.1746 MATRIX X This is a FULL matrix of order 6 by 1 EST_A VERBAL 0.0337 NAMES 0.0000 IDEAS 0.1740 EXCL 2.0908 DISCS 3.8191 FIGURES 1.2568 MATRIX Y This is a FULL matrix of order 6 by 1 EST_C VERBAL 2.5868 NAMES 2.7554 IDEAS 1.3487 EXCL 1.3442 DISCS 0.2918 FIGURES 2.2305 MATRIX Z This is a FULL matrix of order 6 by 1 EST_E VERBAL 0.4849 NAMES 1.3183 IDEAS 1.2380 EXCL 0.7824 DISCS 0.1363 FIGURES 0.0000 OBSERVED COVARIANCE MATRIX S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1WRDA 17.8990 S1NAAMA 7.3699 20.7870 S1IDEEA 3.2929 3.8953 18.9980 S1EXCLA 4.1700 6.6495 2.4385 18.3600 S1SCHFA 2.9291 4.7154 5.2398 4.6949 25.3020 S1FIGUA 1.5581 6.6639 2.8411 1.4413 6.3870 12.9490 S1WRDB 7.4623 5.3533 3.2204 6.4607 3.1561 4.2763 15.2390 S1NAAMB 2.1168 9.4956 3.4457 0.6013 -1.6617 5.1423 4.0659 S1IDEEB 2.1157 3.1838 6.8472 -0.7409 2.4956 -0.7984 -0.2940 S1EXCLB 3.3162 3.8466 -0.3134 5.6722 3.2946 2.2159 3.1357 S1SCHFB 0.8881 0.1573 2.7835 0.7242 3.6207 0.3649 -0.4939 S1FIGUB 2.5365 7.0493 4.3477 5.9352 6.9773 4.2353 7.6628 S1NAAMB S1IDEEB S1EXCLB S1SCHFB S1FIGUB S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1NAAMB 19.6940 S1IDEEB 4.6130 12.7880 S1EXCLB 1.2979 1.4945 18.7730 S1SCHFB -2.4590 0.1567 11.0200 25.7120 S1FIGUB 4.8527 2.1838 4.9419 3.8953 23.5020 EXPECTED COVARIANCE MATRIX S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1WRDA 16.1179 S1NAAMA 7.7671 21.2818 S1IDEEA 4.0951 5.3483 16.4809 S1EXCLA 3.9272 4.7354 3.1455 19.6905 S1SCHFA 0.9497 0.9836 1.2269 8.4841 27.7063 S1FIGUA 5.8122 6.1459 3.2270 5.6259 5.4506 22.0169 S1WRDB 7.9470 7.1278 3.4918 3.5125 0.8192 5.7910 16.1179 S1NAAMB 7.1278 10.9209 3.7163 3.7039 0.8040 6.1459 7.7671 S1IDEEB 3.4918 3.7163 7.3322 1.9949 0.7259 3.1176 4.0951 S1EXCLB 3.5125 3.7039 1.9949 7.7886 4.3848 4.3121 3.9272 S1SCHFB 0.8192 0.8040 0.7259 4.3848 7.3781 3.0507 0.9497 S1FIGUB 5.7910 6.1459 3.1176 4.3121 3.0507 8.4568 5.8122 S1NAAMB S1IDEEB S1EXCLB S1SCHFB S1FIGUB S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1NAAMB 21.2818 S1IDEEB 5.3483 16.4809 S1EXCLB 4.7354 3.1455 19.6905 S1SCHFB 0.9836 1.2269 8.4841 27.7063 S1FIGUB 6.1459 3.2270 5.6259 5.4506 22.0169 RESIDUAL MATRIX S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1WRDA 1.7811 S1NAAMA -0.3972 -0.4948 S1IDEEA -0.8022 -1.4530 2.5171 S1EXCLA 0.2428 1.9141 -0.7070 -1.3305 S1SCHFA 1.9794 3.7318 4.0129 -3.7892 -2.4043 S1FIGUA -4.2541 0.5180 -0.3859 -4.1846 0.9364 -9.0679 S1WRDB -0.4847 -1.7745 -0.2714 2.9482 2.3369 -1.5147 -0.8789 S1NAAMB -5.0110 -1.4253 -0.2706 -3.1026 -2.4657 -1.0036 -3.7012 S1IDEEB -1.3761 -0.5325 -0.4850 -2.7357 1.7697 -3.9161 -4.3891 S1EXCLB -0.1963 0.1427 -2.3083 -2.1164 -1.0902 -2.0962 -0.7915 S1SCHFB 0.0689 -0.6467 2.0576 -3.6606 -3.7574 -2.6858 -1.4436 S1FIGUB -3.2545 0.9034 1.2301 1.6231 3.9266 -4.2215 1.8506 S1NAAMB S1IDEEB S1EXCLB S1SCHFB S1FIGUB S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1NAAMB -1.5878 S1IDEEB -0.7353 -3.6929 S1EXCLB -3.4375 -1.6510 -0.9175 S1SCHFB -3.4426 -1.0702 2.5359 -1.9943 S1FIGUB -1.2932 -1.0432 -0.6840 -1.5553 1.4851 Function value of this group: 59.1194 Where the fit function is Maximum Likelihood GROUP NUMBER: 4 G4: Calculate Standardised Solution MATRIX A This is a computed FULL matrix of order 6 by 6 [=X*X'] 1 2 3 4 5 6 1 0.0011 0.0000 0.0059 0.0705 0.1289 0.0424 2 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 3 0.0059 0.0000 0.0303 0.3639 0.6647 0.2187 4 0.0705 0.0000 0.3639 4.3717 7.9853 2.6277 5 0.1289 0.0000 0.6647 7.9853 14.5859 4.7997 6 0.0424 0.0000 0.2187 2.6277 4.7997 1.5794 MATRIX C This is a computed FULL matrix of order 6 by 6 [=Y*Y'] 1 2 3 4 5 6 1 6.6915 7.1278 3.4888 3.4772 0.7548 5.7698 2 7.1278 7.5925 3.7163 3.7039 0.8040 6.1459 3 3.4888 3.7163 1.8190 1.8129 0.3935 3.0082 4 3.4772 3.7039 1.8129 1.8069 0.3922 2.9982 5 0.7548 0.8040 0.3935 0.3922 0.0851 0.6508 6 5.7698 6.1459 3.0082 2.9982 0.6508 4.9750 MATRIX E This is a computed FULL matrix of order 6 by 6 [=Z*Z'] 1 2 3 4 5 6 1 0.2352 0.6393 0.6004 0.3794 0.0661 0.0000 2 0.6393 1.7378 1.6321 1.0315 0.1796 0.0000 3 0.6004 1.6321 1.5327 0.9687 0.1687 0.0000 4 0.3794 1.0315 0.9687 0.6122 0.1066 0.0000 5 0.0661 0.1796 0.1687 0.1066 0.0186 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX G This is a computed FULL matrix of order 6 by 6 [=U*U'] 1 2 3 4 5 6 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 5.3487 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 3.7941 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 7.5917 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 5.3842 MATRIX I This is an IDENTITY matrix of order 6 by 6 MATRIX J This is a computed FULL matrix of order 6 by 6 [=T*T'] 1 2 3 4 5 6 1 1.2549 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 0.6541 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 3.6010 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX K This is a computed FULL matrix of order 6 by 6 [=V*V'] 1 2 3 4 5 6 1 7.9352 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 5.9488 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 5.7038 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 5.3081 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 13.0168 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 10.0783 MATRIX P This is a computed FULL matrix of order 18 by 1 [=S*X_S*Y_S*Z] 1 A1 0.0084 A2 0.0000 A3 0.0429 A4 0.4712 A5 0.7256 A6 0.2678 C1 0.6443 C2 0.5973 C3 0.3322 C4 0.3029 C5 0.0554 C6 0.4754 E1 0.1208 E2 0.2858 E3 0.3050 E4 0.1763 E5 0.0259 E6 0.0000 MATRIX Q This is a computed FULL matrix of order 18 by 6 [=S*T_S*U_S*V] VERBAL NAMES IDEAS EXCL DISCS FIGURES AS1 0.2790 0.0000 0.0000 0.0000 0.0000 0.0000 AS2 0.0000 0.1753 0.0000 0.0000 0.0000 0.0000 AS3 0.0000 0.0000 0.4674 0.0000 0.0000 0.0000 AS4 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 AS5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 AS6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 CS1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 CS2 0.0000 0.5013 0.0000 0.0000 0.0000 0.0000 CS3 0.0000 0.0000 0.4798 0.0000 0.0000 0.0000 CS4 0.0000 0.0000 0.0000 0.6209 0.0000 0.0000 CS5 0.0000 0.0000 0.0000 0.0000 0.0001 0.0000 CS6 0.0000 0.0000 0.0000 0.0000 0.0000 0.4945 ES1 0.7017 0.0000 0.0000 0.0000 0.0000 0.0000 ES2 0.0000 0.5287 0.0000 0.0000 0.0000 0.0000 ES3 0.0000 0.0000 0.5883 0.0000 0.0000 0.0000 ES4 0.0000 0.0000 0.0000 0.5192 0.0000 0.0000 ES5 0.0000 0.0000 0.0000 0.0000 0.6854 0.0000 ES6 0.0000 0.0000 0.0000 0.0000 0.0000 0.6766 MATRIX R This is a computed FULL matrix of order 6 by 6 [=A+C+E+G+J+K] 1 2 3 4 5 6 1 16.1179 7.7671 4.0951 3.9272 0.9497 5.8122 2 7.7671 21.2818 5.3483 4.7354 0.9836 6.1459 3 4.0951 5.3483 16.4809 3.1455 1.2269 3.2270 4 3.9272 4.7354 3.1455 19.6905 8.4841 5.6259 5 0.9497 0.9836 1.2269 8.4841 27.7063 5.4506 6 5.8122 6.1459 3.2270 5.6259 5.4506 22.0169 MATRIX S This is a computed FULL matrix of order 6 by 6 [=(\SQRT(I.R))~] 1 2 3 4 5 6 1 0.2491 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 0.2168 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 0.2463 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.2254 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.1900 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.2131 MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 1.1202 2 0.0000 0.8088 3 0.0000 0.0000 1.8976 4 0.0000 0.0000 0.0000 0.0001 5 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.0000 2 0.0000 2.3127 3 0.0000 0.0000 1.9478 4 0.0000 0.0000 0.0000 2.7553 5 0.0000 0.0000 0.0000 0.0000 0.0006 6 0.0000 0.0000 0.0000 0.0000 0.0000 2.3204 MATRIX V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 2.8170 2 0.0000 2.4390 3 0.0000 0.0000 2.3883 4 0.0000 0.0000 0.0000 2.3039 5 0.0000 0.0000 0.0000 0.0000 3.6079 6 0.0000 0.0000 0.0000 0.0000 0.0000 3.1746 MATRIX X This is a FULL matrix of order 6 by 1 EST_A VERBAL 0.0337 NAMES 0.0000 IDEAS 0.1740 EXCL 2.0908 DISCS 3.8191 FIGURES 1.2568 MATRIX Y This is a FULL matrix of order 6 by 1 EST_C VERBAL 2.5868 NAMES 2.7554 IDEAS 1.3487 EXCL 1.3442 DISCS 0.2918 FIGURES 2.2305 MATRIX Z This is a FULL matrix of order 6 by 1 EST_E VERBAL 0.4849 NAMES 1.3183 IDEAS 1.2380 EXCL 0.7824 DISCS 0.1363 FIGURES 0.0000 Your model has 36 estimated parameters and 156 Observed statistics Chi-squared fit of model >>>>>>> 116.216 Degrees of freedom >>>>>>>>>>>>> 120 Probability >>>>>>>>>>>>>>>>>>>> 0.581 Akaike's Information Criterion > -123.784 RMSEA >>>>>>>>>>>>>>>>>>>>>>>>>> 0.000 This problem used 3.1% of my workspace Task Time elapsed (DD:HH:MM:SS) Reading script & data 0: 0: 0: 0.33 Execution 0: 0: 0: 8.84 TOTAL 0: 0: 0: 9.17 Total number of warnings issued: 0 ______________________________________________________________________________ Multiple fit option in effect. The following MX script lines have been read: SAVE ACEIND.MXS DROP X 1 1 1 - X 1 NVAR 1 END PARAMETER SPECIFICATIONS GROUP NUMBER: 2 G2: MZ twins MATRIX A This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX C This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX E This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX G This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX J This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX K This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 19 2 0 20 3 0 0 21 4 0 0 0 22 5 0 0 0 0 23 6 0 0 0 0 0 24 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 25 2 0 26 3 0 0 27 4 0 0 0 28 5 0 0 0 0 29 6 0 0 0 0 0 30 MATRIX V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 31 2 0 32 3 0 0 33 4 0 0 0 34 5 0 0 0 0 35 6 0 0 0 0 0 36 MATRIX X This is a FULL matrix of order 6 by 1 It has no free parameters specified MATRIX Y This is a FULL matrix of order 6 by 1 EST_C VERBAL 7 NAMES 8 IDEAS 9 EXCL 10 DISCS 11 FIGURES 12 MATRIX Z This is a FULL matrix of order 6 by 1 EST_E VERBAL 13 NAMES 14 IDEAS 15 EXCL 16 DISCS 17 FIGURES 18 GROUP NUMBER: 3 G3: DZ twins MATRIX A This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX C This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX E This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX G This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX H This is a FULL matrix of order 1 by 1 It has no free parameters specified MATRIX J This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX K This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 19 2 0 20 3 0 0 21 4 0 0 0 22 5 0 0 0 0 23 6 0 0 0 0 0 24 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 25 2 0 26 3 0 0 27 4 0 0 0 28 5 0 0 0 0 29 6 0 0 0 0 0 30 MATRIX V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 31 2 0 32 3 0 0 33 4 0 0 0 34 5 0 0 0 0 35 6 0 0 0 0 0 36 MATRIX X This is a FULL matrix of order 6 by 1 It has no free parameters specified MATRIX Y This is a FULL matrix of order 6 by 1 EST_C VERBAL 7 NAMES 8 IDEAS 9 EXCL 10 DISCS 11 FIGURES 12 MATRIX Z This is a FULL matrix of order 6 by 1 EST_E VERBAL 13 NAMES 14 IDEAS 15 EXCL 16 DISCS 17 FIGURES 18 GROUP NUMBER: 4 G4: Calculate Standardised Solution MATRIX A This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX C This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX E This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX G This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX I This is an IDENTITY matrix of order 6 by 6 MATRIX J This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX K This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX P This is a computed FULL matrix of order 18 by 1 It has no free parameters specified MATRIX Q This is a computed FULL matrix of order 18 by 6 It has no free parameters specified MATRIX R This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX S This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 19 2 0 20 3 0 0 21 4 0 0 0 22 5 0 0 0 0 23 6 0 0 0 0 0 24 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 25 2 0 26 3 0 0 27 4 0 0 0 28 5 0 0 0 0 29 6 0 0 0 0 0 30 MATRIX V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 31 2 0 32 3 0 0 33 4 0 0 0 34 5 0 0 0 0 35 6 0 0 0 0 0 36 MATRIX X This is a FULL matrix of order 6 by 1 It has no free parameters specified MATRIX Y This is a FULL matrix of order 6 by 1 EST_C VERBAL 7 NAMES 8 IDEAS 9 EXCL 10 DISCS 11 FIGURES 12 MATRIX Z This is a FULL matrix of order 6 by 1 EST_E VERBAL 13 NAMES 14 IDEAS 15 EXCL 16 DISCS 17 FIGURES 18 MX PARAMETER ESTIMATES GROUP NUMBER: 2 G2: MZ twins MATRIX A This is a computed FULL matrix of order 6 by 6 [=X*X'] 1 2 3 4 5 6 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX C This is a computed FULL matrix of order 6 by 6 [=Y*Y'] 1 2 3 4 5 6 1 5.7463 6.0152 3.1550 4.2409 2.7667 6.1363 2 6.0152 6.2968 3.3026 4.4394 2.8961 6.4235 3 3.1550 3.3026 1.7322 2.3284 1.5190 3.3691 4 4.2409 4.4394 2.3284 3.1298 2.0418 4.5287 5 2.7667 2.8961 1.5190 2.0418 1.3321 2.9544 6 6.1363 6.4235 3.3691 4.5287 2.9544 6.5527 MATRIX E This is a computed FULL matrix of order 6 by 6 [=Z*Z'] 1 2 3 4 5 6 1 0.4746 1.0985 0.7798 0.4390 0.0000 0.0000 2 1.0985 2.5426 1.8048 1.0162 0.0000 0.0000 3 0.7798 1.8048 1.2811 0.7213 0.0000 0.0000 4 0.4390 1.0162 0.7213 0.4061 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX G This is a computed FULL matrix of order 6 by 6 [=U*U'] 1 2 3 4 5 6 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 5.4065 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 4.1592 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 10.6443 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 12.8411 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 5.3467 MATRIX J This is a computed FULL matrix of order 6 by 6 [=T*T'] 1 2 3 4 5 6 1 2.0790 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 1.6783 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 3.2662 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX K This is a computed FULL matrix of order 6 by 6 [=V*V'] 1 2 3 4 5 6 1 7.7909 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 5.2613 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 5.9806 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 5.6255 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 13.5464 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 10.1798 MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 1.4419 2 0.0000 1.2955 3 0.0000 0.0000 1.8073 4 0.0000 0.0000 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.0001 2 0.0000 2.3252 3 0.0000 0.0000 2.0394 4 0.0000 0.0000 0.0000 3.2626 5 0.0000 0.0000 0.0000 0.0000 3.5835 6 0.0000 0.0000 0.0000 0.0000 0.0000 2.3123 MATRIX V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 2.7912 2 0.0000 2.2937 3 0.0000 0.0000 2.4455 4 0.0000 0.0000 0.0000 2.3718 5 0.0000 0.0000 0.0000 0.0000 3.6805 6 0.0000 0.0000 0.0000 0.0000 0.0000 3.1906 MATRIX X This is a FULL matrix of order 6 by 1 EST_A VERBAL 0.0000 NAMES 0.0000 IDEAS 0.0000 EXCL 0.0000 DISCS 0.0000 FIGURES 0.0000 MATRIX Y This is a FULL matrix of order 6 by 1 EST_C VERBAL 2.3971 NAMES 2.5093 IDEAS 1.3161 EXCL 1.7691 DISCS 1.1541 FIGURES 2.5598 MATRIX Z This is a FULL matrix of order 6 by 1 EST_E VERBAL 0.6889 NAMES 1.5946 IDEAS 1.1319 EXCL 0.6373 DISCS 0.0000 FIGURES 0.0000 OBSERVED COVARIANCE MATRIX S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1WRDA 17.7680 S1NAAMA 9.7131 18.0030 S1IDEEA 8.5250 8.3357 21.8650 S1EXCLA 8.2288 2.8827 6.3810 21.5590 S1SCHFA 1.4727 -0.7271 0.9663 11.4120 27.7540 S1FIGUA 6.7549 3.3897 1.5621 5.9210 6.4576 22.1070 S1WRDB 8.5029 9.1905 5.8142 2.6852 -1.6074 4.2009 13.5590 S1NAAMB 10.6260 14.8740 6.7886 3.6911 2.1789 6.0691 10.5770 S1IDEEB 4.6829 4.5854 9.7317 0.9268 0.9024 0.9024 4.4878 S1EXCLB 5.4843 1.4617 1.7108 14.6170 12.0800 7.2979 2.1638 S1SCHFB 2.2590 -0.6388 -1.5273 8.0267 16.8800 3.7375 -1.0511 S1FIGUB 12.6990 8.7642 5.6667 8.3740 6.3496 16.3500 7.0894 S1NAAMB S1IDEEB S1EXCLB S1SCHFB S1FIGUB S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1NAAMB 26.7280 S1IDEEB 6.6829 12.2930 S1EXCLB 4.4024 -1.5610 19.5030 S1SCHFB 1.1870 0.2927 5.7247 32.2900 S1FIGUB 9.7154 5.4634 10.2200 7.9187 30.5200 EXPECTED COVARIANCE MATRIX S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1WRDA 16.0908 S1NAAMA 7.1138 21.1855 S1IDEEA 3.9347 5.1075 16.4193 S1EXCLA 4.6799 5.4556 3.0497 19.8058 S1SCHFA 2.7667 2.8961 1.5190 2.0418 27.7195 S1FIGUA 6.1363 6.4235 3.3691 4.5287 2.9544 22.0792 S1WRDB 7.8253 6.0152 3.1550 4.2409 2.7667 6.1363 16.0908 S1NAAMB 6.0152 13.3816 3.3026 4.4394 2.8961 6.4235 7.1138 S1IDEEB 3.1550 3.3026 9.1576 2.3284 1.5190 3.3691 3.9347 S1EXCLB 4.2409 4.4394 2.3284 13.7742 2.0418 4.5287 4.6799 S1SCHFB 2.7667 2.8961 1.5190 2.0418 14.1732 2.9544 2.7667 S1FIGUB 6.1363 6.4235 3.3691 4.5287 2.9544 11.8994 6.1363 S1NAAMB S1IDEEB S1EXCLB S1SCHFB S1FIGUB S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1NAAMB 21.1855 S1IDEEB 5.1075 16.4193 S1EXCLB 5.4556 3.0497 19.8058 S1SCHFB 2.8961 1.5190 2.0418 27.7195 S1FIGUB 6.4235 3.3691 4.5287 2.9544 22.0792 RESIDUAL MATRIX S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1WRDA 1.6772 S1NAAMA 2.5993 -3.1825 S1IDEEA 4.5903 3.2282 5.4457 S1EXCLA 3.5489 -2.5729 3.3313 1.7532 S1SCHFA -1.2940 -3.6232 -0.5527 9.3702 0.0345 S1FIGUA 0.6186 -3.0338 -1.8070 1.3923 3.5032 0.0278 S1WRDB 0.6776 3.1753 2.6592 -1.5557 -4.3741 -1.9354 -2.5318 S1NAAMB 4.6108 1.4924 3.4860 -0.7483 -0.7172 -0.3544 3.4632 S1IDEEB 1.5279 1.2828 0.5741 -1.4016 -0.6166 -2.4666 0.5531 S1EXCLB 1.2434 -2.9777 -0.6176 0.8428 10.0382 2.7692 -2.5161 S1SCHFB -0.5077 -3.5349 -3.0463 5.9849 2.7068 0.7831 -3.8178 S1FIGUB 6.5627 2.3407 2.2976 3.8453 3.3952 4.4506 0.9531 S1NAAMB S1IDEEB S1EXCLB S1SCHFB S1FIGUB S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1NAAMB 5.5425 S1IDEEB 1.5754 -4.1263 S1EXCLB -1.0532 -4.6107 -0.3028 S1SCHFB -1.7091 -1.2263 3.6829 4.5705 S1FIGUB 3.2919 2.0943 5.6913 4.9643 8.4408 Function value of this group: 71.7174 Where the fit function is Maximum Likelihood GROUP NUMBER: 3 G3: DZ twins MATRIX A This is a computed FULL matrix of order 6 by 6 [=X*X'] 1 2 3 4 5 6 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX C This is a computed FULL matrix of order 6 by 6 [=Y*Y'] 1 2 3 4 5 6 1 5.7463 6.0152 3.1550 4.2409 2.7667 6.1363 2 6.0152 6.2968 3.3026 4.4394 2.8961 6.4235 3 3.1550 3.3026 1.7322 2.3284 1.5190 3.3691 4 4.2409 4.4394 2.3284 3.1298 2.0418 4.5287 5 2.7667 2.8961 1.5190 2.0418 1.3321 2.9544 6 6.1363 6.4235 3.3691 4.5287 2.9544 6.5527 MATRIX E This is a computed FULL matrix of order 6 by 6 [=Z*Z'] 1 2 3 4 5 6 1 0.4746 1.0985 0.7798 0.4390 0.0000 0.0000 2 1.0985 2.5426 1.8048 1.0162 0.0000 0.0000 3 0.7798 1.8048 1.2811 0.7213 0.0000 0.0000 4 0.4390 1.0162 0.7213 0.4061 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX G This is a computed FULL matrix of order 6 by 6 [=U*U'] 1 2 3 4 5 6 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 5.4065 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 4.1592 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 10.6443 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 12.8411 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 5.3467 MATRIX H This is a FULL matrix of order 1 by 1 1 1 0.5000 MATRIX J This is a computed FULL matrix of order 6 by 6 [=T*T'] 1 2 3 4 5 6 1 2.0790 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 1.6783 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 3.2662 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX K This is a computed FULL matrix of order 6 by 6 [=V*V'] 1 2 3 4 5 6 1 7.7909 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 5.2613 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 5.9806 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 5.6255 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 13.5464 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 10.1798 MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 1.4419 2 0.0000 1.2955 3 0.0000 0.0000 1.8073 4 0.0000 0.0000 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.0001 2 0.0000 2.3252 3 0.0000 0.0000 2.0394 4 0.0000 0.0000 0.0000 3.2626 5 0.0000 0.0000 0.0000 0.0000 3.5835 6 0.0000 0.0000 0.0000 0.0000 0.0000 2.3123 MATRIX V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 2.7912 2 0.0000 2.2937 3 0.0000 0.0000 2.4455 4 0.0000 0.0000 0.0000 2.3718 5 0.0000 0.0000 0.0000 0.0000 3.6805 6 0.0000 0.0000 0.0000 0.0000 0.0000 3.1906 MATRIX X This is a FULL matrix of order 6 by 1 EST_A VERBAL 0.0000 NAMES 0.0000 IDEAS 0.0000 EXCL 0.0000 DISCS 0.0000 FIGURES 0.0000 MATRIX Y This is a FULL matrix of order 6 by 1 EST_C VERBAL 2.3971 NAMES 2.5093 IDEAS 1.3161 EXCL 1.7691 DISCS 1.1541 FIGURES 2.5598 MATRIX Z This is a FULL matrix of order 6 by 1 EST_E VERBAL 0.6889 NAMES 1.5946 IDEAS 1.1319 EXCL 0.6373 DISCS 0.0000 FIGURES 0.0000 OBSERVED COVARIANCE MATRIX S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1WRDA 17.8990 S1NAAMA 7.3699 20.7870 S1IDEEA 3.2929 3.8953 18.9980 S1EXCLA 4.1700 6.6495 2.4385 18.3600 S1SCHFA 2.9291 4.7154 5.2398 4.6949 25.3020 S1FIGUA 1.5581 6.6639 2.8411 1.4413 6.3870 12.9490 S1WRDB 7.4623 5.3533 3.2204 6.4607 3.1561 4.2763 15.2390 S1NAAMB 2.1168 9.4956 3.4457 0.6013 -1.6617 5.1423 4.0659 S1IDEEB 2.1157 3.1838 6.8472 -0.7409 2.4956 -0.7984 -0.2940 S1EXCLB 3.3162 3.8466 -0.3134 5.6722 3.2946 2.2159 3.1357 S1SCHFB 0.8881 0.1573 2.7835 0.7242 3.6207 0.3649 -0.4939 S1FIGUB 2.5365 7.0493 4.3477 5.9352 6.9773 4.2353 7.6628 S1NAAMB S1IDEEB S1EXCLB S1SCHFB S1FIGUB S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1NAAMB 19.6940 S1IDEEB 4.6130 12.7880 S1EXCLB 1.2979 1.4945 18.7730 S1SCHFB -2.4590 0.1567 11.0200 25.7120 S1FIGUB 4.8527 2.1838 4.9419 3.8953 23.5020 EXPECTED COVARIANCE MATRIX S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1WRDA 16.0908 S1NAAMA 7.1138 21.1855 S1IDEEA 3.9347 5.1075 16.4193 S1EXCLA 4.6799 5.4556 3.0497 19.8058 S1SCHFA 2.7667 2.8961 1.5190 2.0418 27.7195 S1FIGUA 6.1363 6.4235 3.3691 4.5287 2.9544 22.0792 S1WRDB 7.8253 6.0152 3.1550 4.2409 2.7667 6.1363 16.0908 S1NAAMB 6.0152 10.6783 3.3026 4.4394 2.8961 6.4235 7.1138 S1IDEEB 3.1550 3.3026 7.0780 2.3284 1.5190 3.3691 3.9347 S1EXCLB 4.2409 4.4394 2.3284 8.4520 2.0418 4.5287 4.6799 S1SCHFB 2.7667 2.8961 1.5190 2.0418 7.7526 2.9544 2.7667 S1FIGUB 6.1363 6.4235 3.3691 4.5287 2.9544 9.2261 6.1363 S1NAAMB S1IDEEB S1EXCLB S1SCHFB S1FIGUB S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1NAAMB 21.1855 S1IDEEB 5.1075 16.4193 S1EXCLB 5.4556 3.0497 19.8058 S1SCHFB 2.8961 1.5190 2.0418 27.7195 S1FIGUB 6.4235 3.3691 4.5287 2.9544 22.0792 RESIDUAL MATRIX S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1WRDA 1.8082 S1NAAMA 0.2561 -0.3985 S1IDEEA -0.6418 -1.2122 2.5787 S1EXCLA -0.5099 1.1939 -0.6112 -1.4458 S1SCHFA 0.1624 1.8193 3.7208 2.6531 -2.4175 S1FIGUA -4.5782 0.2404 -0.5280 -3.0874 3.4326 -9.1302 S1WRDB -0.3630 -0.6619 0.0654 2.2198 0.3894 -1.8600 -0.8518 S1NAAMB -3.8984 -1.1827 0.1431 -3.8380 -4.5578 -1.2812 -3.0479 S1IDEEB -1.0393 -0.1188 -0.2308 -3.0693 0.9766 -4.1675 -4.2287 S1EXCLB -0.9247 -0.5928 -2.6418 -2.7798 1.2528 -2.3128 -1.5442 S1SCHFB -1.8785 -2.7389 1.2645 -1.3176 -4.1319 -2.5895 -3.2606 S1FIGUB -3.5998 0.6258 0.9786 1.4065 4.0229 -4.9908 1.5265 S1NAAMB S1IDEEB S1EXCLB S1SCHFB S1FIGUB S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1NAAMB -1.4915 S1IDEEB -0.4945 -3.6313 S1EXCLB -4.1577 -1.5552 -1.0328 S1SCHFB -5.3551 -1.3623 8.9782 -2.0075 S1FIGUB -1.5708 -1.1853 0.4132 0.9409 1.4228 Function value of this group: 69.1764 Where the fit function is Maximum Likelihood GROUP NUMBER: 4 G4: Calculate Standardised Solution MATRIX A This is a computed FULL matrix of order 6 by 6 [=X*X'] 1 2 3 4 5 6 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX C This is a computed FULL matrix of order 6 by 6 [=Y*Y'] 1 2 3 4 5 6 1 5.7463 6.0152 3.1550 4.2409 2.7667 6.1363 2 6.0152 6.2968 3.3026 4.4394 2.8961 6.4235 3 3.1550 3.3026 1.7322 2.3284 1.5190 3.3691 4 4.2409 4.4394 2.3284 3.1298 2.0418 4.5287 5 2.7667 2.8961 1.5190 2.0418 1.3321 2.9544 6 6.1363 6.4235 3.3691 4.5287 2.9544 6.5527 MATRIX E This is a computed FULL matrix of order 6 by 6 [=Z*Z'] 1 2 3 4 5 6 1 0.4746 1.0985 0.7798 0.4390 0.0000 0.0000 2 1.0985 2.5426 1.8048 1.0162 0.0000 0.0000 3 0.7798 1.8048 1.2811 0.7213 0.0000 0.0000 4 0.4390 1.0162 0.7213 0.4061 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX G This is a computed FULL matrix of order 6 by 6 [=U*U'] 1 2 3 4 5 6 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 5.4065 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 4.1592 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 10.6443 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 12.8411 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 5.3467 MATRIX I This is an IDENTITY matrix of order 6 by 6 MATRIX J This is a computed FULL matrix of order 6 by 6 [=T*T'] 1 2 3 4 5 6 1 2.0790 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 1.6783 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 3.2662 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX K This is a computed FULL matrix of order 6 by 6 [=V*V'] 1 2 3 4 5 6 1 7.7909 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 5.2613 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 5.9806 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 5.6255 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 13.5464 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 10.1798 MATRIX P This is a computed FULL matrix of order 18 by 1 [=S*X_S*Y_S*Z] 1 A1 0.0000 A2 0.0000 A3 0.0000 A4 0.0000 A5 0.0000 A6 0.0000 C1 0.5976 C2 0.5452 C3 0.3248 C4 0.3975 C5 0.2192 C6 0.5448 E1 0.1717 E2 0.3464 E3 0.2793 E4 0.1432 E5 0.0000 E6 0.0000 MATRIX Q This is a computed FULL matrix of order 18 by 6 [=S*T_S*U_S*V] VERBAL NAMES IDEAS EXCL DISCS FIGURES AS1 0.3594 0.0000 0.0000 0.0000 0.0000 0.0000 AS2 0.0000 0.2815 0.0000 0.0000 0.0000 0.0000 AS3 0.0000 0.0000 0.4460 0.0000 0.0000 0.0000 AS4 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 AS5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 AS6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 CS1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 CS2 0.0000 0.5052 0.0000 0.0000 0.0000 0.0000 CS3 0.0000 0.0000 0.5033 0.0000 0.0000 0.0000 CS4 0.0000 0.0000 0.0000 0.7331 0.0000 0.0000 CS5 0.0000 0.0000 0.0000 0.0000 0.6806 0.0000 CS6 0.0000 0.0000 0.0000 0.0000 0.0000 0.4921 ES1 0.6958 0.0000 0.0000 0.0000 0.0000 0.0000 ES2 0.0000 0.4983 0.0000 0.0000 0.0000 0.0000 ES3 0.0000 0.0000 0.6035 0.0000 0.0000 0.0000 ES4 0.0000 0.0000 0.0000 0.5329 0.0000 0.0000 ES5 0.0000 0.0000 0.0000 0.0000 0.6991 0.0000 ES6 0.0000 0.0000 0.0000 0.0000 0.0000 0.6790 MATRIX R This is a computed FULL matrix of order 6 by 6 [=A+C+E+G+J+K] 1 2 3 4 5 6 1 16.0908 7.1138 3.9347 4.6799 2.7667 6.1363 2 7.1138 21.1855 5.1075 5.4556 2.8961 6.4235 3 3.9347 5.1075 16.4193 3.0497 1.5190 3.3691 4 4.6799 5.4556 3.0497 19.8058 2.0418 4.5287 5 2.7667 2.8961 1.5190 2.0418 27.7195 2.9544 6 6.1363 6.4235 3.3691 4.5287 2.9544 22.0792 MATRIX S This is a computed FULL matrix of order 6 by 6 [=(\SQRT(I.R))~] 1 2 3 4 5 6 1 0.2493 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 0.2173 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 0.2468 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.2247 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.1899 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.2128 MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 1.4419 2 0.0000 1.2955 3 0.0000 0.0000 1.8073 4 0.0000 0.0000 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.0001 2 0.0000 2.3252 3 0.0000 0.0000 2.0394 4 0.0000 0.0000 0.0000 3.2626 5 0.0000 0.0000 0.0000 0.0000 3.5835 6 0.0000 0.0000 0.0000 0.0000 0.0000 2.3123 MATRIX V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 2.7912 2 0.0000 2.2937 3 0.0000 0.0000 2.4455 4 0.0000 0.0000 0.0000 2.3718 5 0.0000 0.0000 0.0000 0.0000 3.6805 6 0.0000 0.0000 0.0000 0.0000 0.0000 3.1906 MATRIX X This is a FULL matrix of order 6 by 1 EST_A VERBAL 0.0000 NAMES 0.0000 IDEAS 0.0000 EXCL 0.0000 DISCS 0.0000 FIGURES 0.0000 MATRIX Y This is a FULL matrix of order 6 by 1 EST_C VERBAL 2.3971 NAMES 2.5093 IDEAS 1.3161 EXCL 1.7691 DISCS 1.1541 FIGURES 2.5598 MATRIX Z This is a FULL matrix of order 6 by 1 EST_E VERBAL 0.6889 NAMES 1.5946 IDEAS 1.1319 EXCL 0.6373 DISCS 0.0000 FIGURES 0.0000 Your model has 30 estimated parameters and 156 Observed statistics Chi-squared fit of model >>>>>>> 140.894 Degrees of freedom >>>>>>>>>>>>> 126 Probability >>>>>>>>>>>>>>>>>>>> 0.172 Akaike's Information Criterion > -111.106 RMSEA >>>>>>>>>>>>>>>>>>>>>>>>>> 0.053 This problem used 3.1% of my workspace Task Time elapsed (DD:HH:MM:SS) Reading script & data 0: 0: 0: 0.27 Execution 0: 0: 0: 7.36 TOTAL 0: 0: 0: 7.63 Total number of warnings issued: 0 ______________________________________________________________________________ Multiple fit option in effect. The following MX script lines have been read: GET ACEIND.MXS Note: 3368 binary records read DROP Y 1 1 1 - Y 1 NVAR 1 END PARAMETER SPECIFICATIONS GROUP NUMBER: 2 G2: MZ twins MATRIX A This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX C This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX E This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX G This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX J This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX K This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 19 2 0 20 3 0 0 21 4 0 0 0 22 5 0 0 0 0 23 6 0 0 0 0 0 24 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 25 2 0 26 3 0 0 27 4 0 0 0 28 5 0 0 0 0 29 6 0 0 0 0 0 30 MATRIX V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 31 2 0 32 3 0 0 33 4 0 0 0 34 5 0 0 0 0 35 6 0 0 0 0 0 36 MATRIX X This is a FULL matrix of order 6 by 1 EST_A VERBAL 1 NAMES 2 IDEAS 3 EXCL 4 DISCS 5 FIGURES 6 MATRIX Y This is a FULL matrix of order 6 by 1 It has no free parameters specified MATRIX Z This is a FULL matrix of order 6 by 1 EST_E VERBAL 13 NAMES 14 IDEAS 15 EXCL 16 DISCS 17 FIGURES 18 GROUP NUMBER: 3 G3: DZ twins MATRIX A This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX C This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX E This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX G This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX H This is a FULL matrix of order 1 by 1 It has no free parameters specified MATRIX J This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX K This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 19 2 0 20 3 0 0 21 4 0 0 0 22 5 0 0 0 0 23 6 0 0 0 0 0 24 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 25 2 0 26 3 0 0 27 4 0 0 0 28 5 0 0 0 0 29 6 0 0 0 0 0 30 MATRIX V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 31 2 0 32 3 0 0 33 4 0 0 0 34 5 0 0 0 0 35 6 0 0 0 0 0 36 MATRIX X This is a FULL matrix of order 6 by 1 EST_A VERBAL 1 NAMES 2 IDEAS 3 EXCL 4 DISCS 5 FIGURES 6 MATRIX Y This is a FULL matrix of order 6 by 1 It has no free parameters specified MATRIX Z This is a FULL matrix of order 6 by 1 EST_E VERBAL 13 NAMES 14 IDEAS 15 EXCL 16 DISCS 17 FIGURES 18 GROUP NUMBER: 4 G4: Calculate Standardised Solution MATRIX A This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX C This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX E This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX G This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX I This is an IDENTITY matrix of order 6 by 6 MATRIX J This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX K This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX P This is a computed FULL matrix of order 18 by 1 It has no free parameters specified MATRIX Q This is a computed FULL matrix of order 18 by 6 It has no free parameters specified MATRIX R This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX S This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 19 2 0 20 3 0 0 21 4 0 0 0 22 5 0 0 0 0 23 6 0 0 0 0 0 24 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 25 2 0 26 3 0 0 27 4 0 0 0 28 5 0 0 0 0 29 6 0 0 0 0 0 30 MATRIX V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 31 2 0 32 3 0 0 33 4 0 0 0 34 5 0 0 0 0 35 6 0 0 0 0 0 36 MATRIX X This is a FULL matrix of order 6 by 1 EST_A VERBAL 1 NAMES 2 IDEAS 3 EXCL 4 DISCS 5 FIGURES 6 MATRIX Y This is a FULL matrix of order 6 by 1 It has no free parameters specified MATRIX Z This is a FULL matrix of order 6 by 1 EST_E VERBAL 13 NAMES 14 IDEAS 15 EXCL 16 DISCS 17 FIGURES 18 *** WARNING! *** I am not sure I have found a solution that satisfies Kuhn-Tucker conditions for a minimum. NAG's IFAIL parameter is 1 We probably have a minimum here, but you might consider trying different starting values. You can randomize these with TH=n on the OU line, where n is the number of times you wish to do this. I STRONGLY recommend BOundaries to be set if you use TH MX PARAMETER ESTIMATES GROUP NUMBER: 2 G2: MZ twins MATRIX A This is a computed FULL matrix of order 6 by 6 [=X*X'] 1 2 3 4 5 6 1 5.7976 6.1602 2.8114 3.9643 2.7657 5.8667 2 6.1602 6.5456 2.9873 4.2123 2.9387 6.2337 3 2.8114 2.9873 1.3634 1.9224 1.3412 2.8450 4 3.9643 4.2123 1.9224 2.7108 1.8912 4.0116 5 2.7657 2.9387 1.3412 1.8912 1.3194 2.7987 6 5.8667 6.2337 2.8450 4.0116 2.7987 5.9366 MATRIX C This is a computed FULL matrix of order 6 by 6 [=Y*Y'] 1 2 3 4 5 6 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX E This is a computed FULL matrix of order 6 by 6 [=Z*Z'] 1 2 3 4 5 6 1 0.0823 0.2865 0.4657 0.1920 0.0460 0.0000 2 0.2865 0.9980 1.6218 0.6688 0.1602 0.0000 3 0.4657 1.6218 2.6356 1.0869 0.2603 0.0000 4 0.1920 0.6688 1.0869 0.4482 0.1073 0.0000 5 0.0460 0.1602 0.2603 0.1073 0.0257 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX G This is a computed FULL matrix of order 6 by 6 [=U*U'] 1 2 3 4 5 6 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 3.4982 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 4.2378 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 10.6539 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 13.0039 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 5.7593 MATRIX J This is a computed FULL matrix of order 6 by 6 [=T*T'] 1 2 3 4 5 6 1 2.3083 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 3.1482 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 3.3185 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX K This is a computed FULL matrix of order 6 by 6 [=V*V'] 1 2 3 4 5 6 1 7.3924 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 6.4356 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 4.6114 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 5.5563 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 13.3044 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 9.7838 MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 1.5193 2 0.0000 1.7743 3 0.0000 0.0000 1.8217 4 0.0000 0.0000 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.0001 2 0.0000 1.8704 3 0.0000 0.0000 2.0586 4 0.0000 0.0000 0.0000 3.2640 5 0.0000 0.0000 0.0000 0.0000 3.6061 6 0.0000 0.0000 0.0000 0.0000 0.0000 2.3998 MATRIX V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 2.7189 2 0.0000 2.5368 3 0.0000 0.0000 2.1474 4 0.0000 0.0000 0.0000 2.3572 5 0.0000 0.0000 0.0000 0.0000 3.6475 6 0.0000 0.0000 0.0000 0.0000 0.0000 3.1279 MATRIX X This is a FULL matrix of order 6 by 1 EST_A VERBAL 2.4078 NAMES 2.5584 IDEAS 1.1676 EXCL 1.6464 DISCS 1.1486 FIGURES 2.4365 MATRIX Y This is a FULL matrix of order 6 by 1 EST_C VERBAL 0.0000 NAMES 0.0000 IDEAS 0.0000 EXCL 0.0000 DISCS 0.0000 FIGURES 0.0000 MATRIX Z This is a FULL matrix of order 6 by 1 EST_E VERBAL 0.2868 NAMES 0.9990 IDEAS 1.6235 EXCL 0.6695 DISCS 0.1603 FIGURES 0.0000 OBSERVED COVARIANCE MATRIX S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1WRDA 17.7680 S1NAAMA 9.7131 18.0030 S1IDEEA 8.5250 8.3357 21.8650 S1EXCLA 8.2288 2.8827 6.3810 21.5590 S1SCHFA 1.4727 -0.7271 0.9663 11.4120 27.7540 S1FIGUA 6.7549 3.3897 1.5621 5.9210 6.4576 22.1070 S1WRDB 8.5029 9.1905 5.8142 2.6852 -1.6074 4.2009 13.5590 S1NAAMB 10.6260 14.8740 6.7886 3.6911 2.1789 6.0691 10.5770 S1IDEEB 4.6829 4.5854 9.7317 0.9268 0.9024 0.9024 4.4878 S1EXCLB 5.4843 1.4617 1.7108 14.6170 12.0800 7.2979 2.1638 S1SCHFB 2.2590 -0.6388 -1.5273 8.0267 16.8800 3.7375 -1.0511 S1FIGUB 12.6990 8.7642 5.6667 8.3740 6.3496 16.3500 7.0894 S1NAAMB S1IDEEB S1EXCLB S1SCHFB S1FIGUB S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1NAAMB 26.7280 S1IDEEB 6.6829 12.2930 S1EXCLB 4.4024 -1.5610 19.5030 S1SCHFB 1.1870 0.2927 5.7247 32.2900 S1FIGUB 9.7154 5.4634 10.2200 7.9187 30.5200 EXPECTED COVARIANCE MATRIX S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1WRDA 15.5806 S1NAAMA 6.4468 20.6256 S1IDEEA 3.2771 4.6092 16.1667 S1EXCLA 4.1564 4.8811 3.0093 19.3691 S1SCHFA 2.8117 3.0989 1.6015 1.9985 27.6533 S1FIGUA 5.8667 6.2337 2.8450 4.0116 2.7987 21.4796 S1WRDB 8.1059 6.1602 2.8114 3.9643 2.7657 5.8667 15.5806 S1NAAMB 6.1602 13.1920 2.9873 4.2123 2.9387 6.2337 6.4468 S1IDEEB 2.8114 2.9873 8.9196 1.9224 1.3412 2.8450 3.2771 S1EXCLB 3.9643 4.2123 1.9224 13.3647 1.8912 4.0116 4.1564 S1SCHFB 2.7657 2.9387 1.3412 1.8912 14.3232 2.7987 2.8117 S1FIGUB 5.8667 6.2337 2.8450 4.0116 2.7987 11.6959 5.8667 S1NAAMB S1IDEEB S1EXCLB S1SCHFB S1FIGUB S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1NAAMB 20.6256 S1IDEEB 4.6092 16.1667 S1EXCLB 4.8811 3.0093 19.3691 S1SCHFB 3.0989 1.6015 1.9985 27.6533 S1FIGUB 6.2337 2.8450 4.0116 2.7987 21.4796 RESIDUAL MATRIX S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1WRDA 2.1874 S1NAAMA 3.2663 -2.6226 S1IDEEA 5.2479 3.7265 5.6983 S1EXCLA 4.0724 -1.9984 3.3717 2.1899 S1SCHFA -1.3390 -3.8260 -0.6351 9.4135 0.1007 S1FIGUA 0.8882 -2.8440 -1.2829 1.9094 3.6589 0.6274 S1WRDB 0.3970 3.0303 3.0028 -1.2791 -4.3731 -1.6658 -2.0216 S1NAAMB 4.4658 1.6820 3.8013 -0.5212 -0.7598 -0.1646 4.1302 S1IDEEB 1.8715 1.5981 0.8121 -0.9956 -0.4388 -1.9425 1.2107 S1EXCLB 1.5200 -2.7506 -0.2116 1.2523 10.1888 3.2863 -1.9926 S1SCHFB -0.5067 -3.5775 -2.8685 6.1355 2.5568 0.9388 -3.8628 S1FIGUB 6.8323 2.5305 2.8217 4.3624 3.5509 4.6541 1.2227 S1NAAMB S1IDEEB S1EXCLB S1SCHFB S1FIGUB S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1NAAMB 6.1024 S1IDEEB 2.0737 -3.8737 S1EXCLB -0.4787 -4.5703 0.1339 S1SCHFB -1.9119 -1.3088 3.7262 4.6367 S1FIGUB 3.4817 2.6184 6.2084 5.1200 9.0404 Function value of this group: 72.8535 Where the fit function is Maximum Likelihood GROUP NUMBER: 3 G3: DZ twins MATRIX A This is a computed FULL matrix of order 6 by 6 [=X*X'] 1 2 3 4 5 6 1 5.7976 6.1602 2.8114 3.9643 2.7657 5.8667 2 6.1602 6.5456 2.9873 4.2123 2.9387 6.2337 3 2.8114 2.9873 1.3634 1.9224 1.3412 2.8450 4 3.9643 4.2123 1.9224 2.7108 1.8912 4.0116 5 2.7657 2.9387 1.3412 1.8912 1.3194 2.7987 6 5.8667 6.2337 2.8450 4.0116 2.7987 5.9366 MATRIX C This is a computed FULL matrix of order 6 by 6 [=Y*Y'] 1 2 3 4 5 6 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX E This is a computed FULL matrix of order 6 by 6 [=Z*Z'] 1 2 3 4 5 6 1 0.0823 0.2865 0.4657 0.1920 0.0460 0.0000 2 0.2865 0.9980 1.6218 0.6688 0.1602 0.0000 3 0.4657 1.6218 2.6356 1.0869 0.2603 0.0000 4 0.1920 0.6688 1.0869 0.4482 0.1073 0.0000 5 0.0460 0.1602 0.2603 0.1073 0.0257 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX G This is a computed FULL matrix of order 6 by 6 [=U*U'] 1 2 3 4 5 6 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 3.4982 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 4.2378 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 10.6539 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 13.0039 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 5.7593 MATRIX H This is a FULL matrix of order 1 by 1 1 1 0.5000 MATRIX J This is a computed FULL matrix of order 6 by 6 [=T*T'] 1 2 3 4 5 6 1 2.3083 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 3.1482 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 3.3185 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX K This is a computed FULL matrix of order 6 by 6 [=V*V'] 1 2 3 4 5 6 1 7.3924 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 6.4356 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 4.6114 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 5.5563 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 13.3044 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 9.7838 MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 1.5193 2 0.0000 1.7743 3 0.0000 0.0000 1.8217 4 0.0000 0.0000 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.0001 2 0.0000 1.8704 3 0.0000 0.0000 2.0586 4 0.0000 0.0000 0.0000 3.2640 5 0.0000 0.0000 0.0000 0.0000 3.6061 6 0.0000 0.0000 0.0000 0.0000 0.0000 2.3998 MATRIX V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 2.7189 2 0.0000 2.5368 3 0.0000 0.0000 2.1474 4 0.0000 0.0000 0.0000 2.3572 5 0.0000 0.0000 0.0000 0.0000 3.6475 6 0.0000 0.0000 0.0000 0.0000 0.0000 3.1279 MATRIX X This is a FULL matrix of order 6 by 1 EST_A VERBAL 2.4078 NAMES 2.5584 IDEAS 1.1676 EXCL 1.6464 DISCS 1.1486 FIGURES 2.4365 MATRIX Y This is a FULL matrix of order 6 by 1 EST_C VERBAL 0.0000 NAMES 0.0000 IDEAS 0.0000 EXCL 0.0000 DISCS 0.0000 FIGURES 0.0000 MATRIX Z This is a FULL matrix of order 6 by 1 EST_E VERBAL 0.2868 NAMES 0.9990 IDEAS 1.6235 EXCL 0.6695 DISCS 0.1603 FIGURES 0.0000 OBSERVED COVARIANCE MATRIX S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1WRDA 17.8990 S1NAAMA 7.3699 20.7870 S1IDEEA 3.2929 3.8953 18.9980 S1EXCLA 4.1700 6.6495 2.4385 18.3600 S1SCHFA 2.9291 4.7154 5.2398 4.6949 25.3020 S1FIGUA 1.5581 6.6639 2.8411 1.4413 6.3870 12.9490 S1WRDB 7.4623 5.3533 3.2204 6.4607 3.1561 4.2763 15.2390 S1NAAMB 2.1168 9.4956 3.4457 0.6013 -1.6617 5.1423 4.0659 S1IDEEB 2.1157 3.1838 6.8472 -0.7409 2.4956 -0.7984 -0.2940 S1EXCLB 3.3162 3.8466 -0.3134 5.6722 3.2946 2.2159 3.1357 S1SCHFB 0.8881 0.1573 2.7835 0.7242 3.6207 0.3649 -0.4939 S1FIGUB 2.5365 7.0493 4.3477 5.9352 6.9773 4.2353 7.6628 S1NAAMB S1IDEEB S1EXCLB S1SCHFB S1FIGUB S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1NAAMB 19.6940 S1IDEEB 4.6130 12.7880 S1EXCLB 1.2979 1.4945 18.7730 S1SCHFB -2.4590 0.1567 11.0200 25.7120 S1FIGUB 4.8527 2.1838 4.9419 3.8953 23.5020 EXPECTED COVARIANCE MATRIX S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1WRDA 15.5806 S1NAAMA 6.4468 20.6256 S1IDEEA 3.2771 4.6092 16.1667 S1EXCLA 4.1564 4.8811 3.0093 19.3691 S1SCHFA 2.8117 3.0989 1.6015 1.9985 27.6533 S1FIGUA 5.8667 6.2337 2.8450 4.0116 2.7987 21.4796 S1WRDB 5.2071 3.0801 1.4057 1.9822 1.3829 2.9333 15.5806 S1NAAMB 3.0801 8.1701 1.4937 2.1062 1.4694 3.1168 6.4468 S1IDEEB 1.4057 1.4937 6.1191 0.9612 0.6706 1.4225 3.2771 S1EXCLB 1.9822 2.1062 0.9612 6.6823 0.9456 2.0058 4.1564 S1SCHFB 1.3829 1.4694 0.6706 0.9456 7.1616 1.3993 2.8117 S1FIGUB 2.9333 3.1168 1.4225 2.0058 1.3993 5.8479 5.8667 S1NAAMB S1IDEEB S1EXCLB S1SCHFB S1FIGUB S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1NAAMB 20.6256 S1IDEEB 4.6092 16.1667 S1EXCLB 4.8811 3.0093 19.3691 S1SCHFB 3.0989 1.6015 1.9985 27.6533 S1FIGUB 6.2337 2.8450 4.0116 2.7987 21.4796 RESIDUAL MATRIX S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1WRDA 2.3184 S1NAAMA 0.9231 0.1614 S1IDEEA 0.0158 -0.7139 2.8313 S1EXCLA 0.0136 1.7684 -0.5708 -1.0091 S1SCHFA 0.1174 1.6165 3.6383 2.6964 -2.3513 S1FIGUA -4.3086 0.4302 -0.0039 -2.5703 3.5883 -8.5306 S1WRDB 2.2552 2.2732 1.8147 4.4785 1.7732 1.3430 -0.3416 S1NAAMB -0.9633 1.3255 1.9520 -1.5048 -3.1311 2.0255 -2.3809 S1IDEEB 0.7100 1.6901 0.7281 -1.7021 1.8250 -2.2209 -3.5711 S1EXCLB 1.3340 1.7404 -1.2746 -1.0101 2.3490 0.2101 -1.0207 S1SCHFB -0.4947 -1.3121 2.1129 -0.2213 -3.5409 -1.0345 -3.3056 S1FIGUB -0.3968 3.9325 2.9252 3.9294 5.5780 -1.6126 1.7961 S1NAAMB S1IDEEB S1EXCLB S1SCHFB S1FIGUB S1WRDA S1NAAMA S1IDEEA S1EXCLA S1SCHFA S1FIGUA S1WRDB S1NAAMB -0.9316 S1IDEEB 0.0038 -3.3787 S1EXCLB -3.5832 -1.5148 -0.5961 S1SCHFB -5.5579 -1.4448 9.0215 -1.9413 S1FIGUB -1.3810 -0.6612 0.9303 1.0966 2.0224 Function value of this group: 71.2033 Where the fit function is Maximum Likelihood GROUP NUMBER: 4 G4: Calculate Standardised Solution MATRIX A This is a computed FULL matrix of order 6 by 6 [=X*X'] 1 2 3 4 5 6 1 5.7976 6.1602 2.8114 3.9643 2.7657 5.8667 2 6.1602 6.5456 2.9873 4.2123 2.9387 6.2337 3 2.8114 2.9873 1.3634 1.9224 1.3412 2.8450 4 3.9643 4.2123 1.9224 2.7108 1.8912 4.0116 5 2.7657 2.9387 1.3412 1.8912 1.3194 2.7987 6 5.8667 6.2337 2.8450 4.0116 2.7987 5.9366 MATRIX C This is a computed FULL matrix of order 6 by 6 [=Y*Y'] 1 2 3 4 5 6 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX E This is a computed FULL matrix of order 6 by 6 [=Z*Z'] 1 2 3 4 5 6 1 0.0823 0.2865 0.4657 0.1920 0.0460 0.0000 2 0.2865 0.9980 1.6218 0.6688 0.1602 0.0000 3 0.4657 1.6218 2.6356 1.0869 0.2603 0.0000 4 0.1920 0.6688 1.0869 0.4482 0.1073 0.0000 5 0.0460 0.1602 0.2603 0.1073 0.0257 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX G This is a computed FULL matrix of order 6 by 6 [=U*U'] 1 2 3 4 5 6 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 3.4982 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 4.2378 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 10.6539 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 13.0039 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 5.7593 MATRIX I This is an IDENTITY matrix of order 6 by 6 MATRIX J This is a computed FULL matrix of order 6 by 6 [=T*T'] 1 2 3 4 5 6 1 2.3083 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 3.1482 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 3.3185 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX K This is a computed FULL matrix of order 6 by 6 [=V*V'] 1 2 3 4 5 6 1 7.3924 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 6.4356 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 4.6114 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 5.5563 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 13.3044 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 9.7838 MATRIX P This is a computed FULL matrix of order 18 by 1 [=S*X_S*Y_S*Z] 1 A1 0.6100 A2 0.5633 A3 0.2904 A4 0.3741 A5 0.2184 A6 0.5257 C1 0.0000 C2 0.0000 C3 0.0000 C4 0.0000 C5 0.0000 C6 0.0000 E1 0.0727 E2 0.2200 E3 0.4038 E4 0.1521 E5 0.0305 E6 0.0000 MATRIX Q This is a computed FULL matrix of order 18 by 6 [=S*T_S*U_S*V] VERBAL NAMES IDEAS EXCL DISCS FIGURES AS1 0.3849 0.0000 0.0000 0.0000 0.0000 0.0000 AS2 0.0000 0.3907 0.0000 0.0000 0.0000 0.0000 AS3 0.0000 0.0000 0.4531 0.0000 0.0000 0.0000 AS4 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 AS5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 AS6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 CS1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 CS2 0.0000 0.4118 0.0000 0.0000 0.0000 0.0000 CS3 0.0000 0.0000 0.5120 0.0000 0.0000 0.0000 CS4 0.0000 0.0000 0.0000 0.7417 0.0000 0.0000 CS5 0.0000 0.0000 0.0000 0.0000 0.6857 0.0000 CS6 0.0000 0.0000 0.0000 0.0000 0.0000 0.5178 ES1 0.6888 0.0000 0.0000 0.0000 0.0000 0.0000 ES2 0.0000 0.5586 0.0000 0.0000 0.0000 0.0000 ES3 0.0000 0.0000 0.5341 0.0000 0.0000 0.0000 ES4 0.0000 0.0000 0.0000 0.5356 0.0000 0.0000 ES5 0.0000 0.0000 0.0000 0.0000 0.6936 0.0000 ES6 0.0000 0.0000 0.0000 0.0000 0.0000 0.6749 MATRIX R This is a computed FULL matrix of order 6 by 6 [=A+C+E+G+J+K] 1 2 3 4 5 6 1 15.5806 6.4468 3.2771 4.1564 2.8117 5.8667 2 6.4468 20.6256 4.6092 4.8811 3.0989 6.2337 3 3.2771 4.6092 16.1667 3.0093 1.6015 2.8450 4 4.1564 4.8811 3.0093 19.3691 1.9985 4.0116 5 2.8117 3.0989 1.6015 1.9985 27.6533 2.7987 6 5.8667 6.2337 2.8450 4.0116 2.7987 21.4796 MATRIX S This is a computed FULL matrix of order 6 by 6 [=(\SQRT(I.R))~] 1 2 3 4 5 6 1 0.2533 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 0.2202 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 0.2487 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.2272 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.1902 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.2158 MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 1.5193 2 0.0000 1.7743 3 0.0000 0.0000 1.8217 4 0.0000 0.0000 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.0001 2 0.0000 1.8704 3 0.0000 0.0000 2.0586 4 0.0000 0.0000 0.0000 3.2640 5 0.0000 0.0000 0.0000 0.0000 3.6061 6 0.0000 0.0000 0.0000 0.0000 0.0000 2.3998 MATRIX V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 2.7189 2 0.0000 2.5368 3 0.0000 0.0000 2.1474 4 0.0000 0.0000 0.0000 2.3572 5 0.0000 0.0000 0.0000 0.0000 3.6475 6 0.0000 0.0000 0.0000 0.0000 0.0000 3.1279 MATRIX X This is a FULL matrix of order 6 by 1 EST_A VERBAL 2.4078 NAMES 2.5584 IDEAS 1.1676 EXCL 1.6464 DISCS 1.1486 FIGURES 2.4365 MATRIX Y This is a FULL matrix of order 6 by 1 EST_C VERBAL 0.0000 NAMES 0.0000 IDEAS 0.0000 EXCL 0.0000 DISCS 0.0000 FIGURES 0.0000 MATRIX Z This is a FULL matrix of order 6 by 1 EST_E VERBAL 0.2868 NAMES 0.9990 IDEAS 1.6235 EXCL 0.6695 DISCS 0.1603 FIGURES 0.0000 *** WARNING! *** Minimization may not be successful. See above CODE GREEN - it probably was OK Your model has 30 estimated parameters and 156 Observed statistics Chi-squared fit of model >>>>>>> 144.057 Degrees of freedom >>>>>>>>>>>>> 126 Probability >>>>>>>>>>>>>>>>>>>> 0.129 Akaike's Information Criterion > -107.943 RMSEA >>>>>>>>>>>>>>>>>>>>>>>>>> 0.058 This problem used 3.1% of my workspace Task Time elapsed (DD:HH:MM:SS) Reading script & data 0: 0: 0: 0.06 Execution 0: 0: 0: 8.07 TOTAL 0: 0: 0: 8.13 Total number of warnings issued: 2 ______________________________________________________________________________