**MX-PC 1.63h** Job started on 03/08/06 at 16:34:54 ! INDEPENDENT PATHWAY MODEL ! NL IQ DATA The following MX script lines were read for group 1 #NGROUPS 4 Note: #NGroup set number of groups to 4 #DEFINE NVAR 6 #DEFINE NFAC 1 G1: DEFINE MATRICES CALCULATION BEGIN MATRICES; X FULL NVAR NFAC FREE ! COMMON FACTOR GENETIC PATH COEFFICIENTS Y FULL NVAR NFAC FREE ! COMMON FACTOR SHARED ENVIRONMENT PATH COEFFICIENTS Z FULL NVAR NFAC FREE ! COMMON FACTOR UNIQUE ENVIRONMENT PATH COEFFICIENTS T DIAG NVAR NVAR FREE ! VARIABLE SPECIFIC GENETIC PATH COEFFICIENTS U DIAG NVAR NVAR FREE ! VARIABLE SPECIFIC SHARED ENV PATH COEFFICIENTS V DIAG NVAR NVAR FREE ! VARIABLE SPECIFIC RESIDUAL PATH COEFFICIENTS M FULL 1 NVAR FREE ! MEANS END MATRICES; START 7 M 1 1 - M 1 NVAR START 10 V 1 1 1 - V 1 NVAR NVAR ! START .6 X 1 1 1 - X 1 NVAR 1 Y 1 1 1 - Y 1 NVAR 1 Z 1 1 1 - Z 1 NVAR 1 ! START 4 T 1 1 1 - T 1 NVAR NVAR U 1 1 1 - U 1 NVAR NVAR BEGIN ALGEBRA; A= X*X' + T*T'; ! ADDITIVE GENETIC VARIANCE COMPONENTS C= Y*Y' + U*U'; ! SHARED ENVIRONMENT VARIANCE COMPONENTS E= Z*Z' + V*V'; ! NONSHARED ENVIRONMENT VARIANCE COMPONENTS END ALGEBRA; OPTION NO_OUTPUT END The following MX script lines were read for group 2 G2: MZ TWINS #INCLUDE IQNLMZ2.DAT Note: Opening #include file 1 iqnlmz2.dat DATA NINPUTVARS=18 RECTANGULAR FILE=IQNL2.REC Rectangular continuous data read initiated Note: Maximum ordinal/rectangular record length is: 1000 NOTE: Rectangular file contained 101 records with data that contained a total of 1566 observations LABELS FAMID ZYGOS AGE_T1 SEX_T1 VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 AGE_T2 SEX_T2 VAR1_T2 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 SELECT IF ZYGOS < 3 ; !SELECT MZ'S NOTE: Select if yields 28 data vectors for analysis NOTE: Vectors contain a total of 432 observations SELECT VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 ; Note: Closing #include file 1 BEGIN MATRICES = GROUP 1; NOTE: Selection yields 26 data vectors for analysis NOTE: Vectors contain a total of 264 observations MEANS M | M ; COVARIANCE 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 #INCLUDE IQNLDZ2.DAT Note: Opening #include file 1 iqnldz2.dat DATA NINPUTVARS=18 RECTANGULAR FILE=IQNL2.REC Rectangular continuous data read initiated Note: Maximum ordinal/rectangular record length is: 1000 NOTE: Rectangular file contained 101 records with data that contained a total of 1566 observations LABELS FAMID ZYGOS AGE_T1 SEX_T1 VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 AGE_T2 SEX_T2 VAR1_T2 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 SELECT IF ZYGOS > 2 ; !SELECT DZ'S NOTE: Select if yields 73 data vectors for analysis NOTE: Vectors contain a total of 1134 observations SELECT VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 ; Note: Closing #include file 1 BEGIN MATRICES= GROUP 1; NOTE: Selection yields 70 data vectors for analysis NOTE: Vectors contain a total of 696 observations H FULL 1 1 END MATRICES; MATRIX H .5 MEANS M | M ; COVARIANCE 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; ! 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 COL P VAR1 VAR2 VAR3 VAR4 VAR5 VAR6 LABELS ROW Q AS1 AS2 AS3 AS4 AS5 AS6 CS1 CS2 CS3 CS4 CS5 CS6 ES1 ES2 ES3 ES4 ES5 ES6 LABELS COL Q VAR1 VAR2 VAR3 VAR4 VAR5 VAR6 OPTIONS NDECIMALS=4 ! OPTION SAT= 2878.969, 891 OPTION ISSAT OPTION MULTIPLE END Summary of VL file data for group 2 VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 Code 1.0000 2.0000 3.0000 4.0000 5.0000 6.0000 7.0000 Number 20.0000 20.0000 20.0000 20.0000 20.0000 20.0000 24.0000 Mean 8.8000 6.3553 8.3611 8.7224 6.6219 8.4210 8.8333 Variance 0.7360 2.3720 3.5331 1.8854 1.9945 4.5428 0.5456 Minimum 6.4000 3.4210 3.8890 5.5560 4.3900 3.6840 6.8000 Maximum 10.0000 9.3420 10.0000 10.0000 10.0000 10.0000 9.6000 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 Code 8.0000 9.0000 10.0000 11.0000 12.0000 Number 24.0000 24.0000 24.0000 24.0000 24.0000 Mean 6.5406 8.4491 9.0742 6.9512 8.0263 Variance 1.9801 3.8575 1.4058 1.8393 5.9385 Minimum 2.7630 3.8890 5.5560 3.9020 2.6320 Maximum 9.6050 10.0000 10.0000 9.5120 10.0000 Summary of VL file data for group 3 VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 Code 1.0000 2.0000 3.0000 4.0000 5.0000 6.0000 7.0000 Number 58.0000 58.0000 58.0000 58.0000 58.0000 58.0000 58.0000 Mean 8.5103 6.5426 8.1706 8.9273 7.1783 8.1897 8.7241 Variance 0.4954 2.0112 3.0542 1.1052 1.1553 3.8068 0.7749 Minimum 6.4000 3.1580 2.7780 5.5560 4.3900 2.1050 4.0000 Maximum 9.6000 8.9470 10.0000 10.0000 9.2680 10.0000 10.0000 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 Code 8.0000 9.0000 10.0000 11.0000 12.0000 Number 58.0000 58.0000 58.0000 58.0000 58.0000 Mean 6.5994 8.0364 8.8507 6.9386 7.6180 Variance 1.2279 3.3653 1.1477 0.9543 5.2258 Minimum 4.2110 2.7780 5.5560 3.6590 2.6320 Maximum 8.5530 10.0000 10.0000 8.5370 10.0000 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 M This is a FULL matrix of order 1 by 6 1 2 3 4 5 6 1 37 38 39 40 41 42 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 1 1 1 2 2 3 3 4 4 5 5 6 6 MATRIX Y This is a FULL matrix of order 6 by 1 1 1 7 2 8 3 9 4 10 5 11 6 12 MATRIX Z This is a FULL matrix of order 6 by 1 1 1 13 2 14 3 15 4 16 5 17 6 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 H This is a FULL matrix of order 1 by 1 It has no free parameters specified MATRIX M This is a FULL matrix of order 1 by 6 1 2 3 4 5 6 1 37 38 39 40 41 42 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 1 1 1 2 2 3 3 4 4 5 5 6 6 MATRIX Y This is a FULL matrix of order 6 by 1 1 1 7 2 8 3 9 4 10 5 11 6 12 MATRIX Z This is a FULL matrix of order 6 by 1 1 1 13 2 14 3 15 4 16 5 17 6 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 I This is an IDENTITY matrix of order 6 by 6 MATRIX M This is a FULL matrix of order 1 by 6 1 2 3 4 5 6 1 37 38 39 40 41 42 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 1 1 1 2 2 3 3 4 4 5 5 6 6 MATRIX Y This is a FULL matrix of order 6 by 1 1 1 7 2 8 3 9 4 10 5 11 6 12 MATRIX Z This is a FULL matrix of order 6 by 1 1 1 13 2 14 3 15 4 16 5 17 6 18 Mx starting optimization; number of parameters = 42 MX PARAMETER ESTIMATES GROUP NUMBER: 2 G2: MZ twins MATRIX A This is a computed FULL matrix of order 6 by 6 [=X*X'+T*T'] 1 2 3 4 5 6 1 0.3866 0.2706 0.2335 0.1568 0.2776 0.4525 2 0.2706 1.0991 0.5082 0.3413 0.6044 0.9850 3 0.2335 0.5082 0.4385 0.2944 0.5214 0.8499 4 0.1568 0.3413 0.2944 0.1977 0.3501 0.5707 5 0.2776 0.6044 0.5214 0.3501 0.6200 1.0106 6 0.4525 0.9850 0.8499 0.5707 1.0106 4.3133 MATRIX C This is a computed FULL matrix of order 6 by 6 [=Y*Y'+U*U'] 1 2 3 4 5 6 1 0.0001 -0.0053 0.0063 0.0047 -0.0048 0.0030 2 -0.0053 0.3104 -0.3637 -0.2735 0.2799 -0.1769 3 0.0063 -0.3637 0.4260 0.3204 -0.3279 0.2072 4 0.0047 -0.2735 0.3204 0.2409 -0.2466 0.1558 5 -0.0048 0.2799 -0.3279 -0.2466 0.2524 -0.1595 6 0.0030 -0.1769 0.2072 0.1558 -0.1595 0.1008 MATRIX E This is a computed FULL matrix of order 6 by 6 [=Z*Z'+V*V'] 1 2 3 4 5 6 1 0.2569 -0.0031 -0.0434 -0.0166 0.0035 -0.0019 2 -0.0031 0.3778 0.1816 0.0696 -0.0148 0.0079 3 -0.0434 0.1816 2.5141 0.9633 -0.2045 0.1099 4 -0.0166 0.0696 0.9633 0.8398 -0.0784 0.0421 5 0.0035 -0.0148 -0.2045 -0.0784 0.4281 -0.0089 6 -0.0019 0.0079 0.1099 0.0421 -0.0089 0.4785 MATRIX M This is a FULL matrix of order 1 by 6 1 2 3 4 5 6 1 8.6602 6.5252 8.1572 8.8747 6.9730 7.9133 MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.5122 2 0.0000 0.7142 3 0.0000 0.0000 0.0000 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 1.6328 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.0000 2 0.0000 0.0000 3 0.0000 0.0000 0.0000 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 V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.5061 2 0.0000 -0.6039 3 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 -0.6861 5 0.0000 0.0000 0.0000 0.0000 -0.6414 6 0.0000 0.0000 0.0000 0.0000 0.0000 -0.6883 MATRIX X This is a FULL matrix of order 6 by 1 1 1 -0.3526 2 -0.7675 3 -0.6622 4 -0.4446 5 -0.7874 6 -1.2834 MATRIX Y This is a FULL matrix of order 6 by 1 1 1 0.0096 2 -0.5572 3 0.6527 4 0.4908 5 -0.5024 6 0.3174 MATRIX Z This is a FULL matrix of order 6 by 1 1 1 0.0274 2 -0.1145 3 -1.5856 4 -0.6075 5 0.1290 6 -0.0693 Vector of OBSERVED means VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 Mean 8.8000 6.3553 8.3611 8.7224 6.6219 8.4210 8.8333 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 Mean 6.5406 8.4491 9.0742 6.9512 8.0263 Vector of EXPECTED means VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 Mean 8.6602 6.5252 8.1572 8.8747 6.9730 7.9133 8.6602 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 Mean 6.5252 8.1572 8.8747 6.9730 7.9133 (OBSERVED MATRIX is nonexistent for raw data) EXPECTED COVARIANCE MATRIX VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 VAR1_T1 0.6436 VAR2_T1 0.2621 1.7873 VAR3_T1 0.1963 0.3262 3.3786 VAR4_T1 0.1449 0.1374 1.5781 1.2784 VAR5_T1 0.2763 0.8695 -0.0110 0.0251 1.3005 VAR6_T1 0.4536 0.8161 1.1670 0.7686 0.8421 4.8926 VAR1_T2 0.3867 0.2652 0.2397 0.1615 0.2728 0.4555 0.6436 VAR2_T2 0.2652 1.4095 0.1446 0.0678 0.8843 0.8082 0.2621 VAR3_T2 0.2397 0.1446 0.8645 0.6148 0.1935 1.0571 0.1963 VAR4_T2 0.1615 0.0678 0.6148 0.4386 0.1035 0.7265 0.1449 VAR5_T2 0.2728 0.8843 0.1935 0.1035 0.8724 0.8511 0.2763 VAR6_T2 0.4555 0.8082 1.0571 0.7265 0.8511 4.4141 0.4536 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 VAR2_T2 1.7873 VAR3_T2 0.3262 3.3786 VAR4_T2 0.1374 1.5781 1.2784 VAR5_T2 0.8695 -0.0110 0.0251 1.3005 VAR6_T2 0.8161 1.1670 0.7686 0.8421 4.8926 Function value of this group: 769.6238 Where the fit function is -2 * Log-likelihood of raw data GROUP NUMBER: 3 G3: DZ twins MATRIX A This is a computed FULL matrix of order 6 by 6 [=X*X'+T*T'] 1 2 3 4 5 6 1 0.3866 0.2706 0.2335 0.1568 0.2776 0.4525 2 0.2706 1.0991 0.5082 0.3413 0.6044 0.9850 3 0.2335 0.5082 0.4385 0.2944 0.5214 0.8499 4 0.1568 0.3413 0.2944 0.1977 0.3501 0.5707 5 0.2776 0.6044 0.5214 0.3501 0.6200 1.0106 6 0.4525 0.9850 0.8499 0.5707 1.0106 4.3133 MATRIX C This is a computed FULL matrix of order 6 by 6 [=Y*Y'+U*U'] 1 2 3 4 5 6 1 0.0001 -0.0053 0.0063 0.0047 -0.0048 0.0030 2 -0.0053 0.3104 -0.3637 -0.2735 0.2799 -0.1769 3 0.0063 -0.3637 0.4260 0.3204 -0.3279 0.2072 4 0.0047 -0.2735 0.3204 0.2409 -0.2466 0.1558 5 -0.0048 0.2799 -0.3279 -0.2466 0.2524 -0.1595 6 0.0030 -0.1769 0.2072 0.1558 -0.1595 0.1008 MATRIX E This is a computed FULL matrix of order 6 by 6 [=Z*Z'+V*V'] 1 2 3 4 5 6 1 0.2569 -0.0031 -0.0434 -0.0166 0.0035 -0.0019 2 -0.0031 0.3778 0.1816 0.0696 -0.0148 0.0079 3 -0.0434 0.1816 2.5141 0.9633 -0.2045 0.1099 4 -0.0166 0.0696 0.9633 0.8398 -0.0784 0.0421 5 0.0035 -0.0148 -0.2045 -0.0784 0.4281 -0.0089 6 -0.0019 0.0079 0.1099 0.0421 -0.0089 0.4785 MATRIX H This is a FULL matrix of order 1 by 1 1 1 0.5000 MATRIX M This is a FULL matrix of order 1 by 6 1 2 3 4 5 6 1 8.6602 6.5252 8.1572 8.8747 6.9730 7.9133 MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.5122 2 0.0000 0.7142 3 0.0000 0.0000 0.0000 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 1.6328 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.0000 2 0.0000 0.0000 3 0.0000 0.0000 0.0000 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 V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.5061 2 0.0000 -0.6039 3 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 -0.6861 5 0.0000 0.0000 0.0000 0.0000 -0.6414 6 0.0000 0.0000 0.0000 0.0000 0.0000 -0.6883 MATRIX X This is a FULL matrix of order 6 by 1 1 1 -0.3526 2 -0.7675 3 -0.6622 4 -0.4446 5 -0.7874 6 -1.2834 MATRIX Y This is a FULL matrix of order 6 by 1 1 1 0.0096 2 -0.5572 3 0.6527 4 0.4908 5 -0.5024 6 0.3174 MATRIX Z This is a FULL matrix of order 6 by 1 1 1 0.0274 2 -0.1145 3 -1.5856 4 -0.6075 5 0.1290 6 -0.0693 Vector of OBSERVED means VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 Mean 8.5103 6.5426 8.1706 8.9273 7.1783 8.1897 8.7241 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 Mean 6.5994 8.0364 8.8507 6.9386 7.6180 Vector of EXPECTED means VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 Mean 8.6602 6.5252 8.1572 8.8747 6.9730 7.9133 8.6602 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 Mean 6.5252 8.1572 8.8747 6.9730 7.9133 (OBSERVED MATRIX is nonexistent for raw data) EXPECTED COVARIANCE MATRIX VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 VAR1_T1 0.6436 VAR2_T1 0.2621 1.7873 VAR3_T1 0.1963 0.3262 3.3786 VAR4_T1 0.1449 0.1374 1.5781 1.2784 VAR5_T1 0.2763 0.8695 -0.0110 0.0251 1.3005 VAR6_T1 0.4536 0.8161 1.1670 0.7686 0.8421 4.8926 VAR1_T2 0.1934 0.1299 0.1230 0.0831 0.1340 0.2293 0.6436 VAR2_T2 0.1299 0.8600 -0.1095 -0.1028 0.5821 0.3157 0.2621 VAR3_T2 0.1230 -0.1095 0.6453 0.4676 -0.0672 0.6321 0.1963 VAR4_T2 0.0831 -0.1028 0.4676 0.3398 -0.0716 0.4411 0.1449 VAR5_T2 0.1340 0.5821 -0.0672 -0.0716 0.5624 0.3458 0.2763 VAR6_T2 0.2293 0.3157 0.6321 0.4411 0.3458 2.2574 0.4536 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 VAR2_T2 1.7873 VAR3_T2 0.3262 3.3786 VAR4_T2 0.1374 1.5781 1.2784 VAR5_T2 0.8695 -0.0110 0.0251 1.3005 VAR6_T2 0.8161 1.1670 0.7686 0.8421 4.8926 Function value of this group: 2140.0268 Where the fit function is -2 * Log-likelihood of raw data GROUP NUMBER: 4 G4: Calculate Standardised Solution MATRIX A This is a computed FULL matrix of order 6 by 6 [=X*X'+T*T'] 1 2 3 4 5 6 1 0.3866 0.2706 0.2335 0.1568 0.2776 0.4525 2 0.2706 1.0991 0.5082 0.3413 0.6044 0.9850 3 0.2335 0.5082 0.4385 0.2944 0.5214 0.8499 4 0.1568 0.3413 0.2944 0.1977 0.3501 0.5707 5 0.2776 0.6044 0.5214 0.3501 0.6200 1.0106 6 0.4525 0.9850 0.8499 0.5707 1.0106 4.3133 MATRIX C This is a computed FULL matrix of order 6 by 6 [=Y*Y'+U*U'] 1 2 3 4 5 6 1 0.0001 -0.0053 0.0063 0.0047 -0.0048 0.0030 2 -0.0053 0.3104 -0.3637 -0.2735 0.2799 -0.1769 3 0.0063 -0.3637 0.4260 0.3204 -0.3279 0.2072 4 0.0047 -0.2735 0.3204 0.2409 -0.2466 0.1558 5 -0.0048 0.2799 -0.3279 -0.2466 0.2524 -0.1595 6 0.0030 -0.1769 0.2072 0.1558 -0.1595 0.1008 MATRIX E This is a computed FULL matrix of order 6 by 6 [=Z*Z'+V*V'] 1 2 3 4 5 6 1 0.2569 -0.0031 -0.0434 -0.0166 0.0035 -0.0019 2 -0.0031 0.3778 0.1816 0.0696 -0.0148 0.0079 3 -0.0434 0.1816 2.5141 0.9633 -0.2045 0.1099 4 -0.0166 0.0696 0.9633 0.8398 -0.0784 0.0421 5 0.0035 -0.0148 -0.2045 -0.0784 0.4281 -0.0089 6 -0.0019 0.0079 0.1099 0.0421 -0.0089 0.4785 MATRIX I This is an IDENTITY matrix of order 6 by 6 MATRIX M This is a FULL matrix of order 1 by 6 1 2 3 4 5 6 1 8.6602 6.5252 8.1572 8.8747 6.9730 7.9133 MATRIX P This is a computed FULL matrix of order 18 by 1 [=S*X_S*Y_S*Z] VAR1 A1 -0.4395 A2 -0.5741 A3 -0.3603 A4 -0.3933 A5 -0.6905 A6 -0.5802 C1 0.0120 C2 -0.4167 C3 0.3551 C4 0.4341 C5 -0.4406 C6 0.1435 E1 0.0341 E2 -0.0857 E3 -0.8626 E4 -0.5373 E5 0.1131 E6 -0.0313 MATRIX Q This is a computed FULL matrix of order 18 by 6 [=S*T_S*U_S*V] VAR1 VAR2 VAR3 VAR4 VAR5 VAR6 AS1 0.6384 0.0000 0.0000 0.0000 0.0000 0.0000 AS2 0.0000 0.5342 0.0000 0.0000 0.0000 0.0000 AS3 0.0000 0.0000 0.0000 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 0.7382 CS1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 CS2 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 CS3 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 CS4 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 CS5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 CS6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ES1 0.6309 0.0000 0.0000 0.0000 0.0000 0.0000 ES2 0.0000 -0.4517 0.0000 0.0000 0.0000 0.0000 ES3 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ES4 0.0000 0.0000 0.0000 -0.6068 0.0000 0.0000 ES5 0.0000 0.0000 0.0000 0.0000 -0.5625 0.0000 ES6 0.0000 0.0000 0.0000 0.0000 0.0000 -0.3112 MATRIX R This is a computed FULL matrix of order 6 by 6 [=A+C+E] 1 2 3 4 5 6 1 0.6436 0.2621 0.1963 0.1449 0.2763 0.4536 2 0.2621 1.7873 0.3262 0.1374 0.8695 0.8161 3 0.1963 0.3262 3.3786 1.5781 -0.0110 1.1670 4 0.1449 0.1374 1.5781 1.2784 0.0251 0.7686 5 0.2763 0.8695 -0.0110 0.0251 1.3005 0.8421 6 0.4536 0.8161 1.1670 0.7686 0.8421 4.8926 MATRIX S This is a computed FULL matrix of order 6 by 6 [=(\SQRT(I.R))~] 1 2 3 4 5 6 1 1.2465 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 0.7480 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 0.5440 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.8844 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.8769 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.4521 MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.5122 2 0.0000 0.7142 3 0.0000 0.0000 0.0000 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 1.6328 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.0000 2 0.0000 0.0000 3 0.0000 0.0000 0.0000 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 V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.5061 2 0.0000 -0.6039 3 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 -0.6861 5 0.0000 0.0000 0.0000 0.0000 -0.6414 6 0.0000 0.0000 0.0000 0.0000 0.0000 -0.6883 MATRIX X This is a FULL matrix of order 6 by 1 1 1 -0.3526 2 -0.7675 3 -0.6622 4 -0.4446 5 -0.7874 6 -1.2834 MATRIX Y This is a FULL matrix of order 6 by 1 1 1 0.0096 2 -0.5572 3 0.6527 4 0.4908 5 -0.5024 6 0.3174 MATRIX Z This is a FULL matrix of order 6 by 1 1 1 0.0274 2 -0.1145 3 -1.5856 4 -0.6075 5 0.1290 6 -0.0693 Your model has 42 estimated parameters and 960 Observed statistics -2 times log-likelihood of data >>> 2909.651 Degrees of freedom >>>>>>>>>>>>>>>> 918 Akaike's Information Criterion >>>> 1073.651 Bayesian Information Criterion >>>> -640.210 Sample size Adjusted BIC >>>> 809.052 Deviance Information Criterion >>>> 203.375 This problem used 0.7% of my workspace Task Time elapsed (DD:HH:MM:SS) Reading script & data 0: 0: 0: 0.49 Execution 0: 0: 0:25.35 TOTAL 0: 0: 0:25.84 Total number of warnings issued: 0 ______________________________________________________________________________ Multiple fit option in effect. The following MX script lines have been read: SAVE INDPATH.MXS ! DROP COMMON FACTOR FOR SHARED ENVIRONMENT DROP Y 1 1 1 - Y 1 NVAR NFAC END Summary of VL file data for group 2 VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 Code 1.0000 2.0000 3.0000 4.0000 5.0000 6.0000 7.0000 Number 20.0000 20.0000 20.0000 20.0000 20.0000 20.0000 24.0000 Mean 8.8000 6.3553 8.3611 8.7224 6.6219 8.4210 8.8333 Variance 0.7360 2.3720 3.5331 1.8854 1.9945 4.5428 0.5456 Minimum 6.4000 3.4210 3.8890 5.5560 4.3900 3.6840 6.8000 Maximum 10.0000 9.3420 10.0000 10.0000 10.0000 10.0000 9.6000 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 Code 8.0000 9.0000 10.0000 11.0000 12.0000 Number 24.0000 24.0000 24.0000 24.0000 24.0000 Mean 6.5406 8.4491 9.0742 6.9512 8.0263 Variance 1.9801 3.8575 1.4058 1.8393 5.9385 Minimum 2.7630 3.8890 5.5560 3.9020 2.6320 Maximum 9.6050 10.0000 10.0000 9.5120 10.0000 Summary of VL file data for group 3 VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 Code 1.0000 2.0000 3.0000 4.0000 5.0000 6.0000 7.0000 Number 58.0000 58.0000 58.0000 58.0000 58.0000 58.0000 58.0000 Mean 8.5103 6.5426 8.1706 8.9273 7.1783 8.1897 8.7241 Variance 0.4954 2.0112 3.0542 1.1052 1.1553 3.8068 0.7749 Minimum 6.4000 3.1580 2.7780 5.5560 4.3900 2.1050 4.0000 Maximum 9.6000 8.9470 10.0000 10.0000 9.2680 10.0000 10.0000 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 Code 8.0000 9.0000 10.0000 11.0000 12.0000 Number 58.0000 58.0000 58.0000 58.0000 58.0000 Mean 6.5994 8.0364 8.8507 6.9386 7.6180 Variance 1.2279 3.3653 1.1477 0.9543 5.2258 Minimum 4.2110 2.7780 5.5560 3.6590 2.6320 Maximum 8.5530 10.0000 10.0000 8.5370 10.0000 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 M This is a FULL matrix of order 1 by 6 1 2 3 4 5 6 1 37 38 39 40 41 42 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 1 1 1 2 2 3 3 4 4 5 5 6 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 1 1 13 2 14 3 15 4 16 5 17 6 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 H This is a FULL matrix of order 1 by 1 It has no free parameters specified MATRIX M This is a FULL matrix of order 1 by 6 1 2 3 4 5 6 1 37 38 39 40 41 42 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 1 1 1 2 2 3 3 4 4 5 5 6 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 1 1 13 2 14 3 15 4 16 5 17 6 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 I This is an IDENTITY matrix of order 6 by 6 MATRIX M This is a FULL matrix of order 1 by 6 1 2 3 4 5 6 1 37 38 39 40 41 42 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 1 1 1 2 2 3 3 4 4 5 5 6 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 1 1 13 2 14 3 15 4 16 5 17 6 18 Mx starting optimization; number of parameters = 36 MX PARAMETER ESTIMATES GROUP NUMBER: 2 G2: MZ twins MATRIX A This is a computed FULL matrix of order 6 by 6 [=X*X'+T*T'] 1 2 3 4 5 6 1 0.3919 0.2711 0.0831 0.0511 0.2698 0.2861 2 0.2711 1.4456 0.2646 0.1627 0.8596 0.9117 3 0.0831 0.2646 0.0811 0.0498 0.2633 0.2793 4 0.0511 0.1627 0.0498 0.0832 0.1619 0.1717 5 0.2698 0.8596 0.2633 0.1619 0.8554 0.9073 6 0.2861 0.9117 0.2793 0.1717 0.9073 4.0418 MATRIX C This is a computed FULL matrix of order 6 by 6 [=Y*Y'+U*U'] 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'+V*V'] 1 2 3 4 5 6 1 0.2506 -0.0001 0.1021 0.0618 -0.0097 0.0276 2 -0.0001 0.3193 -0.0024 -0.0015 0.0002 -0.0007 3 0.1021 -0.0024 3.2846 1.5087 -0.2372 0.6737 4 0.0618 -0.0015 1.5087 1.1786 -0.1435 0.4077 5 -0.0097 0.0002 -0.2372 -0.1435 0.4225 -0.0641 6 0.0276 -0.0007 0.6737 0.4077 -0.0641 0.6839 MATRIX M This is a FULL matrix of order 1 by 6 1 2 3 4 5 6 1 8.6634 6.5217 8.1819 8.8913 6.9694 7.9264 MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.5539 2 0.0000 0.7627 3 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.2293 5 0.0000 0.0000 0.0000 0.0000 -0.0001 6 0.0000 0.0000 0.0000 0.0000 0.0000 1.7549 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.0000 2 0.0000 0.0001 3 0.0000 0.0000 0.0001 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 V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.4964 2 0.0000 -0.5651 3 0.0000 0.0000 0.8895 4 0.0000 0.0000 0.0000 -0.5155 5 0.0000 0.0000 0.0000 0.0000 -0.6324 6 0.0000 0.0000 0.0000 0.0000 0.0000 -0.7084 MATRIX X This is a FULL matrix of order 6 by 1 1 1 -0.2917 2 -0.9294 3 -0.2847 4 -0.1750 5 -0.9249 6 -0.9809 MATRIX Y This is a FULL matrix of order 6 by 1 1 1 0.0000 2 0.0000 3 0.0000 4 0.0000 5 0.0000 6 0.0000 MATRIX Z This is a FULL matrix of order 6 by 1 1 1 -0.0646 2 0.0015 3 -1.5790 4 -0.9555 5 0.1502 6 -0.4267 Vector of OBSERVED means VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 Mean 8.8000 6.3553 8.3611 8.7224 6.6219 8.4210 8.8333 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 Mean 6.5406 8.4491 9.0742 6.9512 8.0263 Vector of EXPECTED means VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 Mean 8.6634 6.5217 8.1819 8.8913 6.9694 7.9264 8.6634 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 Mean 6.5217 8.1819 8.8913 6.9694 7.9264 (OBSERVED MATRIX is nonexistent for raw data) EXPECTED COVARIANCE MATRIX VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 VAR1_T1 0.6425 VAR2_T1 0.2710 1.7649 VAR3_T1 0.1851 0.2622 3.3657 VAR4_T1 0.1128 0.1612 1.5585 1.2618 VAR5_T1 0.2601 0.8599 0.0262 0.0184 1.2780 VAR6_T1 0.3137 0.9111 0.9530 0.5794 0.8432 4.7257 VAR1_T2 0.3919 0.2711 0.0831 0.0511 0.2698 0.2861 0.6425 VAR2_T2 0.2711 1.4456 0.2646 0.1627 0.8596 0.9117 0.2710 VAR3_T2 0.0831 0.2646 0.0811 0.0498 0.2633 0.2793 0.1851 VAR4_T2 0.0511 0.1627 0.0498 0.0832 0.1619 0.1717 0.1128 VAR5_T2 0.2698 0.8596 0.2633 0.1619 0.8554 0.9073 0.2601 VAR6_T2 0.2861 0.9117 0.2793 0.1717 0.9073 4.0418 0.3137 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 VAR2_T2 1.7649 VAR3_T2 0.2622 3.3657 VAR4_T2 0.1612 1.5585 1.2618 VAR5_T2 0.8599 0.0262 0.0184 1.2780 VAR6_T2 0.9111 0.9530 0.5794 0.8432 4.7257 Function value of this group: 783.1553 Where the fit function is -2 * Log-likelihood of raw data GROUP NUMBER: 3 G3: DZ twins MATRIX A This is a computed FULL matrix of order 6 by 6 [=X*X'+T*T'] 1 2 3 4 5 6 1 0.3919 0.2711 0.0831 0.0511 0.2698 0.2861 2 0.2711 1.4456 0.2646 0.1627 0.8596 0.9117 3 0.0831 0.2646 0.0811 0.0498 0.2633 0.2793 4 0.0511 0.1627 0.0498 0.0832 0.1619 0.1717 5 0.2698 0.8596 0.2633 0.1619 0.8554 0.9073 6 0.2861 0.9117 0.2793 0.1717 0.9073 4.0418 MATRIX C This is a computed FULL matrix of order 6 by 6 [=Y*Y'+U*U'] 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'+V*V'] 1 2 3 4 5 6 1 0.2506 -0.0001 0.1021 0.0618 -0.0097 0.0276 2 -0.0001 0.3193 -0.0024 -0.0015 0.0002 -0.0007 3 0.1021 -0.0024 3.2846 1.5087 -0.2372 0.6737 4 0.0618 -0.0015 1.5087 1.1786 -0.1435 0.4077 5 -0.0097 0.0002 -0.2372 -0.1435 0.4225 -0.0641 6 0.0276 -0.0007 0.6737 0.4077 -0.0641 0.6839 MATRIX H This is a FULL matrix of order 1 by 1 1 1 0.5000 MATRIX M This is a FULL matrix of order 1 by 6 1 2 3 4 5 6 1 8.6634 6.5217 8.1819 8.8913 6.9694 7.9264 MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.5539 2 0.0000 0.7627 3 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.2293 5 0.0000 0.0000 0.0000 0.0000 -0.0001 6 0.0000 0.0000 0.0000 0.0000 0.0000 1.7549 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.0000 2 0.0000 0.0001 3 0.0000 0.0000 0.0001 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 V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.4964 2 0.0000 -0.5651 3 0.0000 0.0000 0.8895 4 0.0000 0.0000 0.0000 -0.5155 5 0.0000 0.0000 0.0000 0.0000 -0.6324 6 0.0000 0.0000 0.0000 0.0000 0.0000 -0.7084 MATRIX X This is a FULL matrix of order 6 by 1 1 1 -0.2917 2 -0.9294 3 -0.2847 4 -0.1750 5 -0.9249 6 -0.9809 MATRIX Y This is a FULL matrix of order 6 by 1 1 1 0.0000 2 0.0000 3 0.0000 4 0.0000 5 0.0000 6 0.0000 MATRIX Z This is a FULL matrix of order 6 by 1 1 1 -0.0646 2 0.0015 3 -1.5790 4 -0.9555 5 0.1502 6 -0.4267 Vector of OBSERVED means VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 Mean 8.5103 6.5426 8.1706 8.9273 7.1783 8.1897 8.7241 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 Mean 6.5994 8.0364 8.8507 6.9386 7.6180 Vector of EXPECTED means VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 Mean 8.6634 6.5217 8.1819 8.8913 6.9694 7.9264 8.6634 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 Mean 6.5217 8.1819 8.8913 6.9694 7.9264 (OBSERVED MATRIX is nonexistent for raw data) EXPECTED COVARIANCE MATRIX VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 VAR1_T1 0.6425 VAR2_T1 0.2710 1.7649 VAR3_T1 0.1851 0.2622 3.3657 VAR4_T1 0.1128 0.1612 1.5585 1.2618 VAR5_T1 0.2601 0.8599 0.0262 0.0184 1.2780 VAR6_T1 0.3137 0.9111 0.9530 0.5794 0.8432 4.7257 VAR1_T2 0.1960 0.1356 0.0415 0.0255 0.1349 0.1431 0.6425 VAR2_T2 0.1356 0.7228 0.1323 0.0813 0.4298 0.4559 0.2710 VAR3_T2 0.0415 0.1323 0.0405 0.0249 0.1317 0.1396 0.1851 VAR4_T2 0.0255 0.0813 0.0249 0.0416 0.0809 0.0858 0.1128 VAR5_T2 0.1349 0.4298 0.1317 0.0809 0.4277 0.4536 0.2601 VAR6_T2 0.1431 0.4559 0.1396 0.0858 0.4536 2.0209 0.3137 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 VAR2_T2 1.7649 VAR3_T2 0.2622 3.3657 VAR4_T2 0.1612 1.5585 1.2618 VAR5_T2 0.8599 0.0262 0.0184 1.2780 VAR6_T2 0.9111 0.9530 0.5794 0.8432 4.7257 Function value of this group: 2141.6164 Where the fit function is -2 * Log-likelihood of raw data GROUP NUMBER: 4 G4: Calculate Standardised Solution MATRIX A This is a computed FULL matrix of order 6 by 6 [=X*X'+T*T'] 1 2 3 4 5 6 1 0.3919 0.2711 0.0831 0.0511 0.2698 0.2861 2 0.2711 1.4456 0.2646 0.1627 0.8596 0.9117 3 0.0831 0.2646 0.0811 0.0498 0.2633 0.2793 4 0.0511 0.1627 0.0498 0.0832 0.1619 0.1717 5 0.2698 0.8596 0.2633 0.1619 0.8554 0.9073 6 0.2861 0.9117 0.2793 0.1717 0.9073 4.0418 MATRIX C This is a computed FULL matrix of order 6 by 6 [=Y*Y'+U*U'] 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'+V*V'] 1 2 3 4 5 6 1 0.2506 -0.0001 0.1021 0.0618 -0.0097 0.0276 2 -0.0001 0.3193 -0.0024 -0.0015 0.0002 -0.0007 3 0.1021 -0.0024 3.2846 1.5087 -0.2372 0.6737 4 0.0618 -0.0015 1.5087 1.1786 -0.1435 0.4077 5 -0.0097 0.0002 -0.2372 -0.1435 0.4225 -0.0641 6 0.0276 -0.0007 0.6737 0.4077 -0.0641 0.6839 MATRIX I This is an IDENTITY matrix of order 6 by 6 MATRIX M This is a FULL matrix of order 1 by 6 1 2 3 4 5 6 1 8.6634 6.5217 8.1819 8.8913 6.9694 7.9264 MATRIX P This is a computed FULL matrix of order 18 by 1 [=S*X_S*Y_S*Z] VAR1 A1 -0.3639 A2 -0.6996 A3 -0.1552 A4 -0.1558 A5 -0.8181 A6 -0.4512 C1 0.0000 C2 0.0000 C3 0.0000 C4 0.0000 C5 0.0000 C6 0.0000 E1 -0.0806 E2 0.0012 E3 -0.8607 E4 -0.8506 E5 0.1329 E6 -0.1963 MATRIX Q This is a computed FULL matrix of order 18 by 6 [=S*T_S*U_S*V] VAR1 VAR2 VAR3 VAR4 VAR5 VAR6 AS1 0.6910 0.0000 0.0000 0.0000 0.0000 0.0000 AS2 0.0000 0.5741 0.0000 0.0000 0.0000 0.0000 AS3 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 AS4 0.0000 0.0000 0.0000 0.2041 0.0000 0.0000 AS5 0.0000 0.0000 0.0000 0.0000 -0.0001 0.0000 AS6 0.0000 0.0000 0.0000 0.0000 0.0000 0.8073 CS1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 CS2 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 CS3 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 CS4 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 CS5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 CS6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ES1 0.6193 0.0000 0.0000 0.0000 0.0000 0.0000 ES2 0.0000 -0.4254 0.0000 0.0000 0.0000 0.0000 ES3 0.0000 0.0000 0.4849 0.0000 0.0000 0.0000 ES4 0.0000 0.0000 0.0000 -0.4589 0.0000 0.0000 ES5 0.0000 0.0000 0.0000 0.0000 -0.5594 0.0000 ES6 0.0000 0.0000 0.0000 0.0000 0.0000 -0.3259 MATRIX R This is a computed FULL matrix of order 6 by 6 [=A+C+E] 1 2 3 4 5 6 1 0.6425 0.2710 0.1851 0.1128 0.2601 0.3137 2 0.2710 1.7649 0.2622 0.1612 0.8599 0.9111 3 0.1851 0.2622 3.3657 1.5585 0.0262 0.9530 4 0.1128 0.1612 1.5585 1.2618 0.0184 0.5794 5 0.2601 0.8599 0.0262 0.0184 1.2780 0.8432 6 0.3137 0.9111 0.9530 0.5794 0.8432 4.7257 MATRIX S This is a computed FULL matrix of order 6 by 6 [=(\SQRT(I.R))~] 1 2 3 4 5 6 1 1.2475 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 0.7527 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 0.5451 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.8902 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.8846 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.4600 MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.5539 2 0.0000 0.7627 3 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.2293 5 0.0000 0.0000 0.0000 0.0000 -0.0001 6 0.0000 0.0000 0.0000 0.0000 0.0000 1.7549 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.0000 2 0.0000 0.0001 3 0.0000 0.0000 0.0001 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 V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.4964 2 0.0000 -0.5651 3 0.0000 0.0000 0.8895 4 0.0000 0.0000 0.0000 -0.5155 5 0.0000 0.0000 0.0000 0.0000 -0.6324 6 0.0000 0.0000 0.0000 0.0000 0.0000 -0.7084 MATRIX X This is a FULL matrix of order 6 by 1 1 1 -0.2917 2 -0.9294 3 -0.2847 4 -0.1750 5 -0.9249 6 -0.9809 MATRIX Y This is a FULL matrix of order 6 by 1 1 1 0.0000 2 0.0000 3 0.0000 4 0.0000 5 0.0000 6 0.0000 MATRIX Z This is a FULL matrix of order 6 by 1 1 1 -0.0646 2 0.0015 3 -1.5790 4 -0.9555 5 0.1502 6 -0.4267 Your model has 36 estimated parameters and 960 Observed statistics -2 times log-likelihood of data >>> 2924.772 Degrees of freedom >>>>>>>>>>>>>>>> 924 Akaike's Information Criterion >>>> 1076.772 Bayesian Information Criterion >>>> -646.343 Sample size Adjusted BIC >>>> 812.392 Deviance Information Criterion >>>> 202.756 Saturated model fit* >>>>>>>>>>> 2909.651 Saturated model df* >>>>>>>>>>> 918 Difference Chi-squared >>>>>>>> 15.121 Difference d.f. >>>>>>>>>>>>>>> 6 Probability >>>>>>>>>>>>>>>>>>>> 0.019 Akaike's Information Criterion > 3.121 * Saturated model statistic computed earlier in this job This problem used 0.7% of my workspace Task Time elapsed (DD:HH:MM:SS) Reading script & data 0: 0: 0: 0.20 Execution 0: 0: 0: 7.07 TOTAL 0: 0: 0: 7.27 Total number of warnings issued: 0 ______________________________________________________________________________ Multiple fit option in effect. The following MX script lines have been read: GET INDPATH.MXS Note: 11402 binary records read ! DROP COMMON FACTOR FOR SPECIFIC ENV DROP Z 1 1 1 - Z 1 NVAR NFAC START .5 V 1 3 3 END Summary of VL file data for group 2 VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 Code 1.0000 2.0000 3.0000 4.0000 5.0000 6.0000 7.0000 Number 20.0000 20.0000 20.0000 20.0000 20.0000 20.0000 24.0000 Mean 8.8000 6.3553 8.3611 8.7224 6.6219 8.4210 8.8333 Variance 0.7360 2.3720 3.5331 1.8854 1.9945 4.5428 0.5456 Minimum 6.4000 3.4210 3.8890 5.5560 4.3900 3.6840 6.8000 Maximum 10.0000 9.3420 10.0000 10.0000 10.0000 10.0000 9.6000 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 Code 8.0000 9.0000 10.0000 11.0000 12.0000 Number 24.0000 24.0000 24.0000 24.0000 24.0000 Mean 6.5406 8.4491 9.0742 6.9512 8.0263 Variance 1.9801 3.8575 1.4058 1.8393 5.9385 Minimum 2.7630 3.8890 5.5560 3.9020 2.6320 Maximum 9.6050 10.0000 10.0000 9.5120 10.0000 Summary of VL file data for group 3 VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 Code 1.0000 2.0000 3.0000 4.0000 5.0000 6.0000 7.0000 Number 58.0000 58.0000 58.0000 58.0000 58.0000 58.0000 58.0000 Mean 8.5103 6.5426 8.1706 8.9273 7.1783 8.1897 8.7241 Variance 0.4954 2.0112 3.0542 1.1052 1.1553 3.8068 0.7749 Minimum 6.4000 3.1580 2.7780 5.5560 4.3900 2.1050 4.0000 Maximum 9.6000 8.9470 10.0000 10.0000 9.2680 10.0000 10.0000 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 Code 8.0000 9.0000 10.0000 11.0000 12.0000 Number 58.0000 58.0000 58.0000 58.0000 58.0000 Mean 6.5994 8.0364 8.8507 6.9386 7.6180 Variance 1.2279 3.3653 1.1477 0.9543 5.2258 Minimum 4.2110 2.7780 5.5560 3.6590 2.6320 Maximum 8.5530 10.0000 10.0000 8.5370 10.0000 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 M This is a FULL matrix of order 1 by 6 1 2 3 4 5 6 1 37 38 39 40 41 42 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 1 1 1 2 2 3 3 4 4 5 5 6 6 MATRIX Y This is a FULL matrix of order 6 by 1 1 1 7 2 8 3 9 4 10 5 11 6 12 MATRIX Z This is a FULL matrix of order 6 by 1 It has no free parameters specified 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 H This is a FULL matrix of order 1 by 1 It has no free parameters specified MATRIX M This is a FULL matrix of order 1 by 6 1 2 3 4 5 6 1 37 38 39 40 41 42 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 1 1 1 2 2 3 3 4 4 5 5 6 6 MATRIX Y This is a FULL matrix of order 6 by 1 1 1 7 2 8 3 9 4 10 5 11 6 12 MATRIX Z This is a FULL matrix of order 6 by 1 It has no free parameters specified 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 I This is an IDENTITY matrix of order 6 by 6 MATRIX M This is a FULL matrix of order 1 by 6 1 2 3 4 5 6 1 37 38 39 40 41 42 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 1 1 1 2 2 3 3 4 4 5 5 6 6 MATRIX Y This is a FULL matrix of order 6 by 1 1 1 7 2 8 3 9 4 10 5 11 6 12 MATRIX Z This is a FULL matrix of order 6 by 1 It has no free parameters specified Mx starting optimization; number of parameters = 36 MX PARAMETER ESTIMATES GROUP NUMBER: 2 G2: MZ twins MATRIX A This is a computed FULL matrix of order 6 by 6 [=X*X'+T*T'] 1 2 3 4 5 6 1 0.3309 0.0560 0.2946 0.1858 0.0315 0.1763 2 0.0560 0.6807 0.4579 0.2888 0.0489 0.2741 3 0.2946 0.4579 2.4109 1.5203 0.2576 1.4430 4 0.1858 0.2888 1.5203 0.9587 0.1625 0.9100 5 0.0315 0.0489 0.2576 0.1625 0.0275 0.1542 6 0.1763 0.2741 1.4430 0.9100 0.1542 4.0416 MATRIX C This is a computed FULL matrix of order 6 by 6 [=Y*Y'+U*U'] 1 2 3 4 5 6 1 0.0729 0.2238 -0.0460 -0.0280 0.2353 0.1791 2 0.2238 0.6867 -0.1411 -0.0858 0.7220 0.5496 3 -0.0460 -0.1411 0.0290 0.0176 -0.1484 -0.1130 4 -0.0280 -0.0858 0.0176 0.0107 -0.0902 -0.0687 5 0.2353 0.7220 -0.1484 -0.0902 0.7591 0.5779 6 0.1791 0.5496 -0.1130 -0.0687 0.5779 0.4399 MATRIX E This is a computed FULL matrix of order 6 by 6 [=Z*Z'+V*V'] 1 2 3 4 5 6 1 0.2511 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 0.4564 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 1.0878 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.3663 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.5355 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.4879 MATRIX M This is a FULL matrix of order 1 by 6 1 2 3 4 5 6 1 8.6581 6.5127 8.1384 8.8649 6.9647 7.9057 MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.5431 2 0.0000 0.7705 3 0.0000 0.0000 0.0000 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 1.7827 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.0000 2 0.0000 0.0000 3 0.0000 0.0000 0.0000 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 V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.5011 2 0.0000 -0.6756 3 0.0000 0.0000 1.0430 4 0.0000 0.0000 0.0000 -0.6052 5 0.0000 0.0000 0.0000 0.0000 -0.7318 6 0.0000 0.0000 0.0000 0.0000 0.0000 -0.6985 MATRIX X This is a FULL matrix of order 6 by 1 1 1 -0.1897 2 -0.2949 3 -1.5527 4 -0.9791 5 -0.1659 6 -0.9294 MATRIX Y This is a FULL matrix of order 6 by 1 1 1 -0.2701 2 -0.8287 3 0.1703 4 0.1035 5 -0.8712 6 -0.6633 MATRIX Z This is a FULL matrix of order 6 by 1 1 1 0.0000 2 0.0000 3 0.0000 4 0.0000 5 0.0000 6 0.0000 Vector of OBSERVED means VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 Mean 8.8000 6.3553 8.3611 8.7224 6.6219 8.4210 8.8333 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 Mean 6.5406 8.4491 9.0742 6.9512 8.0263 Vector of EXPECTED means VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 Mean 8.6581 6.5127 8.1384 8.8649 6.9647 7.9057 8.6581 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 Mean 6.5127 8.1384 8.8649 6.9647 7.9057 (OBSERVED MATRIX is nonexistent for raw data) EXPECTED COVARIANCE MATRIX VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 VAR1_T1 0.6550 VAR2_T1 0.2798 1.8238 VAR3_T1 0.2486 0.3168 3.5278 VAR4_T1 0.1578 0.2030 1.5380 1.3358 VAR5_T1 0.2668 0.7709 0.1092 0.0723 1.3221 VAR6_T1 0.3555 0.8237 1.3300 0.8413 0.7321 4.9694 VAR1_T2 0.4039 0.2798 0.2486 0.1578 0.2668 0.3555 0.6550 VAR2_T2 0.2798 1.3674 0.3168 0.2030 0.7709 0.8237 0.2798 VAR3_T2 0.2486 0.3168 2.4399 1.5380 0.1092 1.3300 0.2486 VAR4_T2 0.1578 0.2030 1.5380 0.9694 0.0723 0.8413 0.1578 VAR5_T2 0.2668 0.7709 0.1092 0.0723 0.7866 0.7321 0.2668 VAR6_T2 0.3555 0.8237 1.3300 0.8413 0.7321 4.4815 0.3555 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 VAR2_T2 1.8238 VAR3_T2 0.3168 3.5278 VAR4_T2 0.2030 1.5380 1.3358 VAR5_T2 0.7709 0.1092 0.0723 1.3221 VAR6_T2 0.8237 1.3300 0.8413 0.7321 4.9694 Function value of this group: 784.2269 Where the fit function is -2 * Log-likelihood of raw data GROUP NUMBER: 3 G3: DZ twins MATRIX A This is a computed FULL matrix of order 6 by 6 [=X*X'+T*T'] 1 2 3 4 5 6 1 0.3309 0.0560 0.2946 0.1858 0.0315 0.1763 2 0.0560 0.6807 0.4579 0.2888 0.0489 0.2741 3 0.2946 0.4579 2.4109 1.5203 0.2576 1.4430 4 0.1858 0.2888 1.5203 0.9587 0.1625 0.9100 5 0.0315 0.0489 0.2576 0.1625 0.0275 0.1542 6 0.1763 0.2741 1.4430 0.9100 0.1542 4.0416 MATRIX C This is a computed FULL matrix of order 6 by 6 [=Y*Y'+U*U'] 1 2 3 4 5 6 1 0.0729 0.2238 -0.0460 -0.0280 0.2353 0.1791 2 0.2238 0.6867 -0.1411 -0.0858 0.7220 0.5496 3 -0.0460 -0.1411 0.0290 0.0176 -0.1484 -0.1130 4 -0.0280 -0.0858 0.0176 0.0107 -0.0902 -0.0687 5 0.2353 0.7220 -0.1484 -0.0902 0.7591 0.5779 6 0.1791 0.5496 -0.1130 -0.0687 0.5779 0.4399 MATRIX E This is a computed FULL matrix of order 6 by 6 [=Z*Z'+V*V'] 1 2 3 4 5 6 1 0.2511 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 0.4564 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 1.0878 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.3663 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.5355 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.4879 MATRIX H This is a FULL matrix of order 1 by 1 1 1 0.5000 MATRIX M This is a FULL matrix of order 1 by 6 1 2 3 4 5 6 1 8.6581 6.5127 8.1384 8.8649 6.9647 7.9057 MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.5431 2 0.0000 0.7705 3 0.0000 0.0000 0.0000 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 1.7827 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.0000 2 0.0000 0.0000 3 0.0000 0.0000 0.0000 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 V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.5011 2 0.0000 -0.6756 3 0.0000 0.0000 1.0430 4 0.0000 0.0000 0.0000 -0.6052 5 0.0000 0.0000 0.0000 0.0000 -0.7318 6 0.0000 0.0000 0.0000 0.0000 0.0000 -0.6985 MATRIX X This is a FULL matrix of order 6 by 1 1 1 -0.1897 2 -0.2949 3 -1.5527 4 -0.9791 5 -0.1659 6 -0.9294 MATRIX Y This is a FULL matrix of order 6 by 1 1 1 -0.2701 2 -0.8287 3 0.1703 4 0.1035 5 -0.8712 6 -0.6633 MATRIX Z This is a FULL matrix of order 6 by 1 1 1 0.0000 2 0.0000 3 0.0000 4 0.0000 5 0.0000 6 0.0000 Vector of OBSERVED means VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 Mean 8.5103 6.5426 8.1706 8.9273 7.1783 8.1897 8.7241 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 Mean 6.5994 8.0364 8.8507 6.9386 7.6180 Vector of EXPECTED means VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 Mean 8.6581 6.5127 8.1384 8.8649 6.9647 7.9057 8.6581 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 Mean 6.5127 8.1384 8.8649 6.9647 7.9057 (OBSERVED MATRIX is nonexistent for raw data) EXPECTED COVARIANCE MATRIX VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 VAR1_T1 0.6550 VAR2_T1 0.2798 1.8238 VAR3_T1 0.2486 0.3168 3.5278 VAR4_T1 0.1578 0.2030 1.5380 1.3358 VAR5_T1 0.2668 0.7709 0.1092 0.0723 1.3221 VAR6_T1 0.3555 0.8237 1.3300 0.8413 0.7321 4.9694 VAR1_T2 0.2384 0.2518 0.1013 0.0649 0.2510 0.2673 0.6550 VAR2_T2 0.2518 1.0270 0.0878 0.0586 0.7464 0.6867 0.2798 VAR3_T2 0.1013 0.0878 1.2345 0.7778 -0.0196 0.6085 0.2486 VAR4_T2 0.0649 0.0586 0.7778 0.4901 -0.0090 0.3863 0.1578 VAR5_T2 0.2510 0.7464 -0.0196 -0.0090 0.7728 0.6550 0.2668 VAR6_T2 0.2673 0.6867 0.6085 0.3863 0.6550 2.4607 0.3555 VAR2_T2 VAR3_T2 VAR4_T2 VAR5_T2 VAR6_T2 VAR1_T1 VAR2_T1 VAR3_T1 VAR4_T1 VAR5_T1 VAR6_T1 VAR1_T2 VAR2_T2 1.8238 VAR3_T2 0.3168 3.5278 VAR4_T2 0.2030 1.5380 1.3358 VAR5_T2 0.7709 0.1092 0.0723 1.3221 VAR6_T2 0.8237 1.3300 0.8413 0.7321 4.9694 Function value of this group: 2164.8465 Where the fit function is -2 * Log-likelihood of raw data GROUP NUMBER: 4 G4: Calculate Standardised Solution MATRIX A This is a computed FULL matrix of order 6 by 6 [=X*X'+T*T'] 1 2 3 4 5 6 1 0.3309 0.0560 0.2946 0.1858 0.0315 0.1763 2 0.0560 0.6807 0.4579 0.2888 0.0489 0.2741 3 0.2946 0.4579 2.4109 1.5203 0.2576 1.4430 4 0.1858 0.2888 1.5203 0.9587 0.1625 0.9100 5 0.0315 0.0489 0.2576 0.1625 0.0275 0.1542 6 0.1763 0.2741 1.4430 0.9100 0.1542 4.0416 MATRIX C This is a computed FULL matrix of order 6 by 6 [=Y*Y'+U*U'] 1 2 3 4 5 6 1 0.0729 0.2238 -0.0460 -0.0280 0.2353 0.1791 2 0.2238 0.6867 -0.1411 -0.0858 0.7220 0.5496 3 -0.0460 -0.1411 0.0290 0.0176 -0.1484 -0.1130 4 -0.0280 -0.0858 0.0176 0.0107 -0.0902 -0.0687 5 0.2353 0.7220 -0.1484 -0.0902 0.7591 0.5779 6 0.1791 0.5496 -0.1130 -0.0687 0.5779 0.4399 MATRIX E This is a computed FULL matrix of order 6 by 6 [=Z*Z'+V*V'] 1 2 3 4 5 6 1 0.2511 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 0.4564 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 1.0878 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.3663 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.5355 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.4879 MATRIX I This is an IDENTITY matrix of order 6 by 6 MATRIX M This is a FULL matrix of order 1 by 6 1 2 3 4 5 6 1 8.6581 6.5127 8.1384 8.8649 6.9647 7.9057 MATRIX P This is a computed FULL matrix of order 18 by 1 [=S*X_S*Y_S*Z] VAR1 A1 -0.2345 A2 -0.2184 A3 -0.8267 A4 -0.8472 A5 -0.1443 A6 -0.4169 C1 -0.3337 C2 -0.6136 C3 0.0907 C4 0.0896 C5 -0.7577 C6 -0.2975 E1 0.0000 E2 0.0000 E3 0.0000 E4 0.0000 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] VAR1 VAR2 VAR3 VAR4 VAR5 VAR6 AS1 0.6710 0.0000 0.0000 0.0000 0.0000 0.0000 AS2 0.0000 0.5706 0.0000 0.0000 0.0000 0.0000 AS3 0.0000 0.0000 0.0000 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 0.7997 CS1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 CS2 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 CS3 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 CS4 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 CS5 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 CS6 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ES1 0.6192 0.0000 0.0000 0.0000 0.0000 0.0000 ES2 0.0000 -0.5003 0.0000 0.0000 0.0000 0.0000 ES3 0.0000 0.0000 0.5553 0.0000 0.0000 0.0000 ES4 0.0000 0.0000 0.0000 -0.5237 0.0000 0.0000 ES5 0.0000 0.0000 0.0000 0.0000 -0.6364 0.0000 ES6 0.0000 0.0000 0.0000 0.0000 0.0000 -0.3133 MATRIX R This is a computed FULL matrix of order 6 by 6 [=A+C+E] 1 2 3 4 5 6 1 0.6550 0.2798 0.2486 0.1578 0.2668 0.3555 2 0.2798 1.8238 0.3168 0.2030 0.7709 0.8237 3 0.2486 0.3168 3.5278 1.5380 0.1092 1.3300 4 0.1578 0.2030 1.5380 1.3358 0.0723 0.8413 5 0.2668 0.7709 0.1092 0.0723 1.3221 0.7321 6 0.3555 0.8237 1.3300 0.8413 0.7321 4.9694 MATRIX S This is a computed FULL matrix of order 6 by 6 [=(\SQRT(I.R))~] 1 2 3 4 5 6 1 1.2356 0.0000 0.0000 0.0000 0.0000 0.0000 2 0.0000 0.7405 0.0000 0.0000 0.0000 0.0000 3 0.0000 0.0000 0.5324 0.0000 0.0000 0.0000 4 0.0000 0.0000 0.0000 0.8652 0.0000 0.0000 5 0.0000 0.0000 0.0000 0.0000 0.8697 0.0000 6 0.0000 0.0000 0.0000 0.0000 0.0000 0.4486 MATRIX T This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.5431 2 0.0000 0.7705 3 0.0000 0.0000 0.0000 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 1.7827 MATRIX U This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.0000 2 0.0000 0.0000 3 0.0000 0.0000 0.0000 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 V This is a DIAGONAL matrix of order 6 by 6 1 2 3 4 5 6 1 0.5011 2 0.0000 -0.6756 3 0.0000 0.0000 1.0430 4 0.0000 0.0000 0.0000 -0.6052 5 0.0000 0.0000 0.0000 0.0000 -0.7318 6 0.0000 0.0000 0.0000 0.0000 0.0000 -0.6985 MATRIX X This is a FULL matrix of order 6 by 1 1 1 -0.1897 2 -0.2949 3 -1.5527 4 -0.9791 5 -0.1659 6 -0.9294 MATRIX Y This is a FULL matrix of order 6 by 1 1 1 -0.2701 2 -0.8287 3 0.1703 4 0.1035 5 -0.8712 6 -0.6633 MATRIX Z This is a FULL matrix of order 6 by 1 1 1 0.0000 2 0.0000 3 0.0000 4 0.0000 5 0.0000 6 0.0000 Your model has 36 estimated parameters and 960 Observed statistics -2 times log-likelihood of data >>> 2949.073 Degrees of freedom >>>>>>>>>>>>>>>> 924 Akaike's Information Criterion >>>> 1101.073 Bayesian Information Criterion >>>> -634.192 Sample size Adjusted BIC >>>> 824.543 Deviance Information Criterion >>>> 214.907 Saturated model fit* >>>>>>>>>>> 2909.651 Saturated model df* >>>>>>>>>>> 918 Difference Chi-squared >>>>>>>> 39.423 Difference d.f. >>>>>>>>>>>>>>> 6 Probability >>>>>>>>>>>>>>>>>>>> 0.000 Akaike's Information Criterion > 27.423 * Saturated model statistic computed earlier in this job This problem used 0.7% of my workspace Task Time elapsed (DD:HH:MM:SS) Reading script & data 0: 0: 0: 0.05 Execution 0: 0: 0: 4.00 TOTAL 0: 0: 0: 4.05 Total number of warnings issued: 0 ______________________________________________________________________________