! SCRIPT NAME : Raterbias.mx (mb) ! GOAL : ACE model with sex limitation for a trait rated by mother and father of the subject ! DATA : continuous ! INPUT : raw data ! UNI/BI/MULTI : univariate ! DATA-GROUPS : MZM, DZM, MZF, DZF, DOSm-f ! MEANS MODEL : means ! VARIANCE COVARIANCE MODEL(S) : 1. ACE including rater bias and residuals ! Downloading Mx software: http://www.vcu.edu/mx ! Mx script's library: http://www.psy.vu.nl/mxbib ! ! A practical application of this script can be found in: ! 1. van der Valk, J. et al. (2001). J Child Psychol and Psychiat, 42(7), 921-931. ! 2. Bartels, M. et al. (2003). Behav Genet, 33(5); 607-621. ! !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! The following MX script lines were read for group 1 #NGROUPS 9 Note: #NGroup set number of groups to 9 #DEFINE NVAR 1 ! NUMBER OF VARIABLES (PHENOTYPES) UNDER STUDY #DEFINE NRATER 2 ! NUMBER OF RATERS (E.G. MOTHER AND FATHER) #DEFINE NRATNSIB 4 ! NUMBER OF RATER * NUMBER OF SIBS (IN THIS CASE TWINPAIRS) * NVAR G1: BOYS DATA CALC BEGIN MATRICES; X LOWER NVAR NVAR FREE ! GENETIC STRUCTURE FOR BEHAVIOR SIMILAR ASSESSED BY BOTH PARENTS Y LOWER NVAR NVAR FREE ! SHARED ENVIRONMENTAL STRUCTURE FOR BEHAVIOR SIMILAR ASSESSED BY BOTH PARENTS Z LOWER NVAR NVAR FREE ! NONSHARED ENVIRONMENTAL STRUCTURE FOR BEHAVIOR SIMILAR ASSESSED BY BOTH PARENTS O DIAG NRATER NRATER FREE ! UNIQUE PART: RATER BIAS / RATE SPECIFIC SHARED ENVIRONMENT M DIAG NRATER NRATER FREE ! UNIQUE PART: RESIDUALS (RATER SPECIFIC UNIQUE ENIRONMENT/ MEASUREMENT ERROR) N UNIT NRATER NVAR FIXED ! NUMBER OF RATERS (MOTHER & FATHER) R FULL NRATNSIB NVAR FREE ! MEANS I IDENT NRATER NRATER H FULL 1 1 FIXED END MATRICES; MATRIX H .5 ! MATRIX H IS FIXED AND CONTAINS .5 MATRIX X .9 MATRIX Y .1 MATRIX Z .4 MATRIX O .3 0 .5 MATRIX M .3 0 .3 START 1 R 1 1 - R 4 1 BEGIN ALGEBRA; A= X*X' ; ! ADDITIVE GENETIC VARIANCE OF BEHAVIOR SIMILAR ASSESSED BY BOTH PARENTS C= Y*Y' ; ! SHARED ENVIRONMENTAL VARIANCE OF BEHAVIOR SIMILAR ASSESED BY BOTH PARENTS E= Z*Z' ; ! NONSHARED ENVIRONMENTAL VARIANCE OF BEHAVIOR SIMILAR ASSESSED BY BOTH PARENTS S= O*O' ; ! SHARED ENVIRONMENTAL VARIANCE FOR BEHAVIOR UNIQUELLY ASSESSED BY A RATER (RATER BIAS) F= M*M' ; ! NONSHARED ENVIRONMENTAL VARIANCE FOR BEHAVIOR UNIQUELLY ASSESSED BY A RATER (MEASUREMENT ERROR) L= I@N ; ! LOADINGS OF PSYCHOMETRIC FACTOR (=BEHAVIOR SIMILAR ASSESED BY BOTH PARENTS) ON PARENTAL RATING END ALGEBRA; END The following MX script lines were read for group 2 G2: GIRLS DATA CALC BEGIN MATRICES; X LOWER NVAR NVAR FREE ! GENETIC STRUCTURE FOR BEHAVIOR SIMILAR ASSESSED BY BOTH PARENTS Y LOWER NVAR NVAR FREE ! SHARED ENVIRONMENTAL STRUCTURE FOR BEHAVIOR SIMILAR ASSESSED BY BOTH PARENTS Z LOWER NVAR NVAR FREE ! NONSHARED ENVIRONMENTAL STRUCTURE FOR BEHAVIOR SIMILAR ASSESSED BY BOTH PARENTS O DIAG NRATER NRATER FREE ! UNIQUE PART: RATER BIAS / RATE SPECIFIC SHARED ENVIRONMENT M DIAG NRATER NRATER FREE ! UNIQUE PART: RESIDUALS (RATER SPECIFIC UNIQUE ENIRONMENT/ MEASUREMENT ERROR) N UNIT NRATER NVAR FIXED ! NUMBER OF RATERS (MOTHER & FATHER) R FULL NRATNSIB NVAR FREE ! MEANS I IDENT NRATER NRATER H FULL 1 1 FIXED END MATRICES; MATRIX H .5 ! MATRIX H IS FIXED AND CONTAINS .5 MATRIX X .9 MATRIX Y .1 MATRIX Z .4 MATRIX O .3 0 .5 MATRIX M .3 0 .3 START 1 R 1 1 - R 4 1 BEGIN ALGEBRA; A= X*X' ; ! ADDITIVE GENETIC VARIANCE OF BEHAVIOR SIMILAR ASSESSED BY BOTH PARENTS C= Y*Y' ; ! SHARED ENVIRONMENTAL VARIANCE OF BEHAVIOR SIMILAR ASSESED BY BOTH PARENTS E= Z*Z' ; ! NONSHARED ENVIRONMENTAL VARIANCE OF BEHAVIOR SIMILAR ASSESSED BY BOTH PARENTS S= O*O' ; ! SHARED ENVIRONMENTAL VARIANCE FOR BEHAVIOR UNIQUELLY ASSESSED BY A RATER (RATER BIAS) F= M*M' ; ! NONSHARED ENVIRONMENTAL VARIANCE FOR BEHAVIOR UNIQUELLY ASSESSED BY A RATER (MEASUREMENT ERROR) L= I@N ; ! LOADINGS OF PSYCHOMETRIC FACTOR (=BEHAVIOR SIMILAR ASSESED BY BOTH PARENTS) ON PARENTAL RATING END ALGEBRA; END The following MX script lines were read for group 3 G3: MALE MZ TWIN PAIRS DATA NINPUT_VARS=29 ! NUMBER OF VARIABLES IN DATA FILE MISSING=-1.00 ! MISSING VALUE = -1.00 NOTE: Missing value *string* set to '-1.00' RECTANGULAR FILE=TAD.DAT ! READ IN RAW DATA FILE Rectangular continuous data read initiated NOTE: Rectangular file contained 6438 records with data that contained a total of 99821 observations LABELS NTRID SEXA SEXB ZYG COHORT TDELM7A TAGGM7A TDELV7A TAGGV7A TDELM7B TAGGM7B TDELV7B TAGGV7B TDELM10A TAGGM10A TDELV10A TAGGV10A TDELM10B TAGGM10B TDELV10B TAGGV10B TDELM12A TAGGM12A TDELV12A TAGGV12A TDELM12B TAGGM12B TDELV12B TAGGV12B ! TELL MX WHAT IS FOUND IN THE DATAFILE SELECT IF ZYG = 1; ! SELECT MZM TWINS NOTE: Select if yields 1066 data vectors for analysis NOTE: Vectors contain a total of 17248 observations SELECT TAGGM10A TAGGV10A TAGGM10B TAGGV10B ; ! SELECT A PHENOTYPE (RATED BY MOTHER AND RATED BY FATHER) MATRICES= GROUP 1 NOTE: Selection yields 525 data vectors for analysis NOTE: Vectors contain a total of 1841 observations MEANS R ; ! MODEL FOR THE MEANS COVARIANCES (S+F| S_ S | S+F) + L*(A+C+E | A+C_ A+C | A+C+E )*L' ; ! MODEL FOR MZ VARIANCE/COVARIANCE OPTION RSIDUAL END The following MX script lines were read for group 4 G4: MALE DZ TWIN PAIRS DATA NINPUT_VARS=29 ! NUMBER OF VARIABLES IN DATA FILE MISSING=-1.00 ! MISSING VALUE = -1.00 NOTE: Missing value *string* set to '-1.00' RECTANGULAR FILE=TAD.DAT ! READ IN RAW DATA FILE Rectangular continuous data read initiated NOTE: Rectangular file contained 6438 records with data that contained a total of 99821 observations LABELS NTRID SEXA SEXB ZYG COHORT TDELM7A TAGGM7A TDELV7A TAGGV7A TDELM7B TAGGM7B TDELV7B TAGGV7B TDELM10A TAGGM10A TDELV10A TAGGV10A TDELM10B TAGGM10B TDELV10B TAGGV10B TDELM12A TAGGM12A TDELV12A TAGGV12A TDELM12B TAGGM12B TDELV12B TAGGV12B ! TELL MX WHAT IS FOUND IN THE DATAFILE SELECT IF ZYG = 2; ! SELECT DZM TWINS NOTE: Select if yields 1040 data vectors for analysis NOTE: Vectors contain a total of 16025 observations SELECT TAGGM10A TAGGV10A TAGGM10B TAGGV10B ; ! SELECT A PHENOTYPE (RATED BY MOTHER AND RATED BY FATHER) MATRICES= GROUP 1 NOTE: Selection yields 472 data vectors for analysis NOTE: Vectors contain a total of 1631 observations MEANS R ; ! MODEL FOR THE MEANS COVARIANCES (S+F| S_ S | S+F) + L*(A+C+E | H@A+C_ H@A+C | A+C+E )*L' ; ! MODEL FOR DZ VARIANCE/COVARIANCE OPTION RSIDUAL END The following MX script lines were read for group 5 G5: FEMALE MZ TWIN PAIRS DATA NINPUT_VARS=29 ! NUMBER OF VARIABLES IN DATA FILE MISSING=-1.00 ! MISSING VALUE = -1.00 NOTE: Missing value *string* set to '-1.00' RECTANGULAR FILE=TAD.DAT ! READ IN RAW DATA FILE Rectangular continuous data read initiated NOTE: Rectangular file contained 6438 records with data that contained a total of 99821 observations LABELS NTRID SEXA SEXB ZYG COHORT TDELM7A TAGGM7A TDELV7A TAGGV7A TDELM7B TAGGM7B TDELV7B TAGGV7B TDELM10A TAGGM10A TDELV10A TAGGV10A TDELM10B TAGGM10B TDELV10B TAGGV10B TDELM12A TAGGM12A TDELV12A TAGGV12A TDELM12B TAGGM12B TDELV12B TAGGV12B ! TELL MX WHAT IS FOUND IN THE DATAFILE SELECT IF ZYG = 3; ! SELECT MZF TWINS NOTE: Select if yields 1222 data vectors for analysis NOTE: Vectors contain a total of 19750 observations SELECT TAGGM10A TAGGV10A TAGGM10B TAGGV10B ; ! SELECT A PHENOTYPE (RATED BY MOTHER AND RATED BY FATHER) MATRICES= GROUP 2 NOTE: Selection yields 619 data vectors for analysis NOTE: Vectors contain a total of 2170 observations MEANS R ; ! MODEL FOR THE MEANS COVARIANCES (S+F| S_ S | S+F) + L*(A+C+E | A+C_ A+C | A+C+E )*L' ; ! MODEL FOR MZ VARIANCE/COVARIANCE OPTION RSIDUAL END The following MX script lines were read for group 6 G6: FEMALE DZ TWIN PAIRS DATA NINPUT_VARS=29 ! NUMBER OF VARIABLES IN DATA FILE MISSING=-1.00 ! MISSING VALUE = -1.00 NOTE: Missing value *string* set to '-1.00' RECTANGULAR FILE=TAD.DAT ! READ IN RAW DATA FILE Rectangular continuous data read initiated NOTE: Rectangular file contained 6438 records with data that contained a total of 99821 observations LABELS NTRID SEXA SEXB ZYG COHORT TDELM7A TAGGM7A TDELV7A TAGGV7A TDELM7B TAGGM7B TDELV7B TAGGV7B TDELM10A TAGGM10A TDELV10A TAGGV10A TDELM10B TAGGM10B TDELV10B TAGGV10B TDELM12A TAGGM12A TDELV12A TAGGV12A TDELM12B TAGGM12B TDELV12B TAGGV12B ! TELL MX WHAT IS FOUND IN THE DATAFILE SELECT IF ZYG = 4; ! SELECT DZF TWINS NOTE: Select if yields 997 data vectors for analysis NOTE: Vectors contain a total of 15592 observations SELECT TAGGM10A TAGGV10A TAGGM10B TAGGV10B ; ! SELECT A PHENOTYPE (RATED BY MOTHER AND RATED BY FATHER) MATRICES= GROUP 2 NOTE: Selection yields 464 data vectors for analysis NOTE: Vectors contain a total of 1617 observations MEANS R ; ! MODEL FOR THE MEANS COVARIANCES (S+F| S_ S | S+F) + L*(A+C+E | H@A+C_ H@A+C | A+C+E )*L' ; ! MODEL FOR DZ VARIANCE/COVARIANCE OPTION RSIDUAL END The following MX script lines were read for group 7 G7: MALE-FEMALE DZ TWIN PAIRS DATA NINPUT_VARS=29 ! NUMBER OF VARIABLES IN DATA FILE MISSING=-1.00 ! MISSING VALUE = -1.00 NOTE: Missing value *string* set to '-1.00' RECTANGULAR FILE=TAD.DAT ! READ IN RAW DATA FILE Rectangular continuous data read initiated NOTE: Rectangular file contained 6438 records with data that contained a total of 99821 observations LABELS NTRID SEXA SEXB ZYG COHORT TDELM7A TAGGM7A TDELV7A TAGGV7A TDELM7B TAGGM7B TDELV7B TAGGV7B TDELM10A TAGGM10A TDELV10A TAGGV10A TDELM10B TAGGM10B TDELV10B TAGGV10B TDELM12A TAGGM12A TDELV12A TAGGV12A TDELM12B TAGGM12B TDELV12B TAGGV12B ! TELL MX WHAT IS FOUND IN THE DATAFILE SELECT IF ZYG = 5; ! SELECT DOSMF TWINS NOTE: Select if yields 2113 data vectors for analysis NOTE: Vectors contain a total of 31206 observations SELECT TAGGM10A TAGGV10A TAGGM10B TAGGV10B ; ! SELECT A PHENOTYPE (RATED BY MOTHER AND RATED BY FATHER) MATRICES NOTE: Selection yields 899 data vectors for analysis NOTE: Vectors contain a total of 3127 observations X LOWER NVAR NVAR =X1 ! GENETIC STRUCTURE BOYS Y LOWER NVAR NVAR =Y1 ! COMMON ENVIRONMENTAL STRUCTURE BOYS Z LOWER NVAR NVAR =Z1 ! SPECIFIC ENVIRONMENTAL STRUCTURE BOYS O DIAG NRATER NRATER =O1 ! UNIQUE PART: RATER BIAS / RATE SPECIFIC SHARED ENVIRONMENT M DIAG NRATER NRATER =M1 ! UNIQUE PART: RESIDUALS (RATER SPECIFIC UNIQUE ENIRONMENT/ MEASUREMENT ERROR) A LOWER 1 1 =X2 ! GENETIC STRUCTURE GIRLS C LOWER 1 1 =Y2 ! COMMON ENVIRONMENTAL STRUCTURE GIRLS E LOWER 1 1 =Z2 ! SPECIFIC ENVIRONMENTAL STRUCTURE GIRLS S DIAG NRATER NRATER =O2 ! UNIQUE PART: RATER BIAS / RATE SPECIFIC SHARED ENVIRONMENT GIRLS F DIAG NRATER NRATER =M2 ! UNIQUE PART: RESIDUALS GIRLS(RATER SPECIFIC UNIQUE ENIRONMENT/ MEASUREMENT ERROR) L COMPUTED NRATNSIB NRATER = L1 H FULL 1 1 = H5 R FULL NRATNSIB NVAR FREE ! MEANS END MATRICES MEANS R ; COVARIANCES ((O*O')+(M*M') | (O*S')_ (S*O')|(S*S')+(F*F')) + L*((X*X')+(Y*Y')+(Z*Z') |H@(X*A')+(Y*C')_ H@(A*X')+(C*Y') | (A*A') + (C*C') + (E*E'))*L' ; ! MODEL FOR DOSM-F VARIANCE/COVARIANCE OPTION RSIDUAL END The following MX script lines were read for group 8 GR 8: CALCULATE STANDARDIZED ESTIMATES FOR BOYS DATA CALCULATION MATRICES A COMP NVAR NVAR =A1 C COMP NVAR NVAR =C1 E COMP NVAR NVAR =E1 S COMP NRATER NRATER =S1 F COMP NRATER NRATER =F1 I IDENT NRATER NRATER END MATRICES BEGIN ALGEBRA; X= A%(A+C+E) ; Y= C%(A+C+E) ; Z= E%(A+C+E) ; T= (I@(A+C+E))%((I@(A+C+E))+S+F); J= (I@A)%((I@(A+C+E))+S+F) ; K= (I@C)%((I@(A+C+E))+S+F) ; L= (I@E)%((I@(A+C+E))+S+F) ; N= S%((I@(A+C+E))+S+F) ; O= F%((I@(A+C+E))+S+F) ; END ALGEBRA; OPTION ND=4 END The following MX script lines were read for group 9 GR 9: CALCULATE STANDARDIZED ESTIMATES FOR GIRLS DATA CALCULATION MATRICES A COMP NVAR NVAR =A2 C COMP NVAR NVAR =C2 E COMP NVAR NVAR =E2 S COMP NRATER NRATER =S2 F COMP NRATER NRATER =F2 I IDENT NRATER NRATER END MATRICES BEGIN ALGEBRA; X= A%(A+C+E) ; Y= C%(A+C+E) ; Z= E%(A+C+E) ; T= (I@(A+C+E))%((I@(A+C+E))+S+F); J= (I@A)%((I@(A+C+E))+S+F) ; K= (I@C)%((I@(A+C+E))+S+F) ; L= (I@E)%((I@(A+C+E))+S+F) ; N= S%((I@(A+C+E))+S+F) ; O= F%((I@(A+C+E))+S+F) ; END ALGEBRA; OPTION ND=4 END Summary of VL file data for group 3 TAGGM10A TAGGV10A TAGGM10B TAGGV10B Code 1.0000 2.0000 3.0000 4.0000 Number 515.0000 406.0000 514.0000 406.0000 Mean 2.4110 2.1841 2.3842 2.1265 Variance 1.6183 1.5048 1.5618 1.5028 Minimum 0.0000 0.0000 0.0000 0.0000 Maximum 5.2900 5.3900 5.6600 5.2000 Summary of VL file data for group 4 TAGGM10A TAGGV10A TAGGM10B TAGGV10B Code 1.0000 2.0000 3.0000 4.0000 Number 468.0000 347.0000 469.0000 347.0000 Mean 2.2404 2.0840 2.3056 2.1064 Variance 1.6156 1.3550 1.4906 1.3829 Minimum 0.0000 0.0000 0.0000 0.0000 Maximum 6.0800 5.2900 5.7400 5.4800 Summary of VL file data for group 5 TAGGM10A TAGGV10A TAGGM10B TAGGV10B Code 1.0000 2.0000 3.0000 4.0000 Number 613.0000 474.0000 610.0000 473.0000 Mean 1.9859 1.7216 1.8960 1.6630 Variance 1.3027 1.4009 1.2773 1.2452 Minimum 0.0000 0.0000 0.0000 0.0000 Maximum 4.6900 4.6900 5.5700 5.2900 Summary of VL file data for group 6 TAGGM10A TAGGV10A TAGGM10B TAGGV10B Code 1.0000 2.0000 3.0000 4.0000 Number 455.0000 355.0000 452.0000 355.0000 Mean 1.9569 1.7613 1.9102 1.7538 Variance 1.3630 1.3092 1.2583 1.1860 Minimum 0.0000 0.0000 0.0000 0.0000 Maximum 5.2000 5.2000 5.0000 4.6900 Summary of VL file data for group 7 TAGGM10A TAGGV10A TAGGM10B TAGGV10B Code 1.0000 2.0000 3.0000 4.0000 Number 887.0000 676.0000 887.0000 677.0000 Mean 2.2269 2.0108 1.8164 1.6126 Variance 1.5640 1.5070 1.2925 1.2329 Minimum 0.0000 0.0000 0.0000 0.0000 Maximum 5.4800 5.5700 5.1000 5.2000 PARAMETER SPECIFICATIONS GROUP NUMBER: 1 G1: boys MATRIX A This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX C This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX E This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX F This is a computed FULL matrix of order 2 by 2 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 I This is an IDENTITY matrix of order 2 by 2 MATRIX L This is a computed FULL matrix of order 4 by 2 It has no free parameters specified MATRIX M This is a DIAGONAL matrix of order 2 by 2 1 2 1 6 2 0 7 MATRIX N This is a UNIT matrix of order 2 by 1 MATRIX O This is a DIAGONAL matrix of order 2 by 2 1 2 1 4 2 0 5 MATRIX R This is a FULL matrix of order 4 by 1 1 1 8 2 9 3 10 4 11 MATRIX S This is a computed FULL matrix of order 2 by 2 It has no free parameters specified MATRIX X This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 1 MATRIX Y This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 2 MATRIX Z This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 3 GROUP NUMBER: 2 G2: Girls MATRIX A This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX C This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX E This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX F This is a computed FULL matrix of order 2 by 2 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 I This is an IDENTITY matrix of order 2 by 2 MATRIX L This is a computed FULL matrix of order 4 by 2 It has no free parameters specified MATRIX M This is a DIAGONAL matrix of order 2 by 2 1 2 1 17 2 0 18 MATRIX N This is a UNIT matrix of order 2 by 1 MATRIX O This is a DIAGONAL matrix of order 2 by 2 1 2 1 15 2 0 16 MATRIX R This is a FULL matrix of order 4 by 1 1 1 19 2 20 3 21 4 22 MATRIX S This is a computed FULL matrix of order 2 by 2 It has no free parameters specified MATRIX X This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 12 MATRIX Y This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 13 MATRIX Z This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 14 GROUP NUMBER: 3 G3: male MZ twin pairs MATRIX A This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX C This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX E This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX F This is a computed FULL matrix of order 2 by 2 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 I This is an IDENTITY matrix of order 2 by 2 MATRIX L This is a computed FULL matrix of order 4 by 2 It has no free parameters specified MATRIX M This is a DIAGONAL matrix of order 2 by 2 1 2 1 6 2 0 7 MATRIX N This is a UNIT matrix of order 2 by 1 MATRIX O This is a DIAGONAL matrix of order 2 by 2 1 2 1 4 2 0 5 MATRIX R This is a FULL matrix of order 4 by 1 1 1 8 2 9 3 10 4 11 MATRIX S This is a computed FULL matrix of order 2 by 2 It has no free parameters specified MATRIX X This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 1 MATRIX Y This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 2 MATRIX Z This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 3 GROUP NUMBER: 4 G4: male DZ twin pairs MATRIX A This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX C This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX E This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX F This is a computed FULL matrix of order 2 by 2 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 I This is an IDENTITY matrix of order 2 by 2 MATRIX L This is a computed FULL matrix of order 4 by 2 It has no free parameters specified MATRIX M This is a DIAGONAL matrix of order 2 by 2 1 2 1 6 2 0 7 MATRIX N This is a UNIT matrix of order 2 by 1 MATRIX O This is a DIAGONAL matrix of order 2 by 2 1 2 1 4 2 0 5 MATRIX R This is a FULL matrix of order 4 by 1 1 1 8 2 9 3 10 4 11 MATRIX S This is a computed FULL matrix of order 2 by 2 It has no free parameters specified MATRIX X This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 1 MATRIX Y This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 2 MATRIX Z This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 3 GROUP NUMBER: 5 G5: female MZ twin pairs MATRIX A This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX C This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX E This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX F This is a computed FULL matrix of order 2 by 2 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 I This is an IDENTITY matrix of order 2 by 2 MATRIX L This is a computed FULL matrix of order 4 by 2 It has no free parameters specified MATRIX M This is a DIAGONAL matrix of order 2 by 2 1 2 1 17 2 0 18 MATRIX N This is a UNIT matrix of order 2 by 1 MATRIX O This is a DIAGONAL matrix of order 2 by 2 1 2 1 15 2 0 16 MATRIX R This is a FULL matrix of order 4 by 1 1 1 19 2 20 3 21 4 22 MATRIX S This is a computed FULL matrix of order 2 by 2 It has no free parameters specified MATRIX X This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 12 MATRIX Y This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 13 MATRIX Z This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 14 GROUP NUMBER: 6 G6: female DZ twin pairs MATRIX A This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX C This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX E This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX F This is a computed FULL matrix of order 2 by 2 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 I This is an IDENTITY matrix of order 2 by 2 MATRIX L This is a computed FULL matrix of order 4 by 2 It has no free parameters specified MATRIX M This is a DIAGONAL matrix of order 2 by 2 1 2 1 17 2 0 18 MATRIX N This is a UNIT matrix of order 2 by 1 MATRIX O This is a DIAGONAL matrix of order 2 by 2 1 2 1 15 2 0 16 MATRIX R This is a FULL matrix of order 4 by 1 1 1 19 2 20 3 21 4 22 MATRIX S This is a computed FULL matrix of order 2 by 2 It has no free parameters specified MATRIX X This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 12 MATRIX Y This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 13 MATRIX Z This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 14 GROUP NUMBER: 7 G7: Male-Female DZ twin pairs MATRIX A This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 12 MATRIX C This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 13 MATRIX E This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 14 MATRIX F This is a DIAGONAL matrix of order 2 by 2 1 2 1 17 2 0 18 MATRIX H This is a FULL matrix of order 1 by 1 It has no free parameters specified MATRIX L This is a computed FULL matrix of order 4 by 2 It has no free parameters specified MATRIX M This is a DIAGONAL matrix of order 2 by 2 1 2 1 6 2 0 7 MATRIX O This is a DIAGONAL matrix of order 2 by 2 1 2 1 4 2 0 5 MATRIX R This is a FULL matrix of order 4 by 1 1 1 23 2 24 3 25 4 26 MATRIX S This is a DIAGONAL matrix of order 2 by 2 1 2 1 15 2 0 16 MATRIX X This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 1 MATRIX Y This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 2 MATRIX Z This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 3 GROUP NUMBER: 8 Gr 8: calculate standardized estimates for BOYS MATRIX A This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX C This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX E This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX F This is a computed FULL matrix of order 2 by 2 It has no free parameters specified MATRIX I This is an IDENTITY matrix of order 2 by 2 MATRIX J This is a computed FULL matrix of order 2 by 2 It has no free parameters specified MATRIX K This is a computed FULL matrix of order 2 by 2 It has no free parameters specified MATRIX L This is a computed FULL matrix of order 2 by 2 It has no free parameters specified MATRIX N This is a computed FULL matrix of order 2 by 2 It has no free parameters specified MATRIX O This is a computed FULL matrix of order 2 by 2 It has no free parameters specified MATRIX S This is a computed FULL matrix of order 2 by 2 It has no free parameters specified MATRIX T This is a computed FULL matrix of order 2 by 2 It has no free parameters specified MATRIX X This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX Y This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX Z This is a computed FULL matrix of order 1 by 1 It has no free parameters specified GROUP NUMBER: 9 Gr 9: calculate standardized estimates for GIRLS MATRIX A This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX C This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX E This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX F This is a computed FULL matrix of order 2 by 2 It has no free parameters specified MATRIX I This is an IDENTITY matrix of order 2 by 2 MATRIX J This is a computed FULL matrix of order 2 by 2 It has no free parameters specified MATRIX K This is a computed FULL matrix of order 2 by 2 It has no free parameters specified MATRIX L This is a computed FULL matrix of order 2 by 2 It has no free parameters specified MATRIX N This is a computed FULL matrix of order 2 by 2 It has no free parameters specified MATRIX O This is a computed FULL matrix of order 2 by 2 It has no free parameters specified MATRIX S This is a computed FULL matrix of order 2 by 2 It has no free parameters specified MATRIX T This is a computed FULL matrix of order 2 by 2 It has no free parameters specified MATRIX X This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX Y This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX Z This is a computed FULL matrix of order 1 by 1 It has no free parameters specified Mx starting optimization; number of parameters = 26 MX PARAMETER ESTIMATES GROUP NUMBER: 1 G1: boys MATRIX A This is a computed FULL matrix of order 1 by 1 [=X*X'] 1 1 0.9560 MATRIX C This is a computed FULL matrix of order 1 by 1 [=Y*Y'] 1 1 0.0699 MATRIX E This is a computed FULL matrix of order 1 by 1 [=Z*Z'] 1 1 0.1238 MATRIX F This is a computed FULL matrix of order 2 by 2 [=M*M'] 1 2 1 0.1706 0.0000 2 0.0000 0.1143 MATRIX H This is a FULL matrix of order 1 by 1 1 1 0.5000 MATRIX I This is an IDENTITY matrix of order 2 by 2 MATRIX L This is a computed FULL matrix of order 4 by 2 [=I@N] 1 2 1 1.0000 0.0000 2 1.0000 0.0000 3 0.0000 1.0000 4 0.0000 1.0000 MATRIX M This is a DIAGONAL matrix of order 2 by 2 1 2 1 0.4130 2 0.0000 0.3381 MATRIX N This is a UNIT matrix of order 2 by 1 MATRIX O This is a DIAGONAL matrix of order 2 by 2 1 2 1 0.4966 2 0.0000 0.4814 MATRIX R This is a FULL matrix of order 4 by 1 1 1 2.3421 2 2.1702 3 2.3356 4 2.1463 MATRIX S This is a computed FULL matrix of order 2 by 2 [=O*O'] 1 2 1 0.2466 0.0000 2 0.0000 0.2317 MATRIX X This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.9778 MATRIX Y This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.2644 MATRIX Z This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.3519 GROUP NUMBER: 2 G2: Girls MATRIX A This is a computed FULL matrix of order 1 by 1 [=X*X'] 1 1 0.6902 MATRIX C This is a computed FULL matrix of order 1 by 1 [=Y*Y'] 1 1 0.0969 MATRIX E This is a computed FULL matrix of order 1 by 1 [=Z*Z'] 1 1 0.1313 MATRIX F This is a computed FULL matrix of order 2 by 2 [=M*M'] 1 2 1 0.1522 0.0000 2 0.0000 0.1198 MATRIX H This is a FULL matrix of order 1 by 1 1 1 0.5000 MATRIX I This is an IDENTITY matrix of order 2 by 2 MATRIX L This is a computed FULL matrix of order 4 by 2 [=I@N] 1 2 1 1.0000 0.0000 2 1.0000 0.0000 3 0.0000 1.0000 4 0.0000 1.0000 MATRIX M This is a DIAGONAL matrix of order 2 by 2 1 2 1 0.3901 2 0.0000 0.3461 MATRIX N This is a UNIT matrix of order 2 by 1 MATRIX O This is a DIAGONAL matrix of order 2 by 2 1 2 1 0.4815 2 0.0000 0.4955 MATRIX R This is a FULL matrix of order 4 by 1 1 1 1.9803 2 1.7683 3 1.9033 4 1.7240 MATRIX S This is a computed FULL matrix of order 2 by 2 [=O*O'] 1 2 1 0.2319 0.0000 2 0.0000 0.2456 MATRIX X This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.8308 MATRIX Y This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.3113 MATRIX Z This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.3623 GROUP NUMBER: 3 G3: male MZ twin pairs MATRIX A This is a computed FULL matrix of order 1 by 1 [=X*X'] 1 1 0.9560 MATRIX C This is a computed FULL matrix of order 1 by 1 [=Y*Y'] 1 1 0.0699 MATRIX E This is a computed FULL matrix of order 1 by 1 [=Z*Z'] 1 1 0.1238 MATRIX F This is a computed FULL matrix of order 2 by 2 [=M*M'] 1 2 1 0.1706 0.0000 2 0.0000 0.1143 MATRIX H This is a FULL matrix of order 1 by 1 1 1 0.5000 MATRIX I This is an IDENTITY matrix of order 2 by 2 MATRIX L This is a computed FULL matrix of order 4 by 2 [=I@N] 1 2 1 1.0000 0.0000 2 1.0000 0.0000 3 0.0000 1.0000 4 0.0000 1.0000 MATRIX M This is a DIAGONAL matrix of order 2 by 2 1 2 1 0.4130 2 0.0000 0.3381 MATRIX N This is a UNIT matrix of order 2 by 1 MATRIX O This is a DIAGONAL matrix of order 2 by 2 1 2 1 0.4966 2 0.0000 0.4814 MATRIX R This is a FULL matrix of order 4 by 1 1 1 2.3421 2 2.1702 3 2.3356 4 2.1463 MATRIX S This is a computed FULL matrix of order 2 by 2 [=O*O'] 1 2 1 0.2466 0.0000 2 0.0000 0.2317 MATRIX X This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.9778 MATRIX Y This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.2644 MATRIX Z This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.3519 Vector of OBSERVED means TAGGM10A TAGGV10A TAGGM10B TAGGV10B Mean 2.4110 2.1841 2.3842 2.1265 Vector of EXPECTED means TAGGM10A TAGGV10A TAGGM10B TAGGV10B Mean 2.3421 2.1702 2.3356 2.1463 EXPECTED COVARIANCE MATRIX TAGGM10A TAGGV10A TAGGM10B TAGGV10B TAGGM10A 1.5670 TAGGV10A 1.1498 1.4958 TAGGM10B 1.2726 1.0260 1.5670 TAGGV10B 1.0260 1.2577 1.1498 1.4958 Function value of this group: 4433.3175 Where the fit function is -2 * Log-likelihood of raw data GROUP NUMBER: 4 G4: male DZ twin pairs MATRIX A This is a computed FULL matrix of order 1 by 1 [=X*X'] 1 1 0.9560 MATRIX C This is a computed FULL matrix of order 1 by 1 [=Y*Y'] 1 1 0.0699 MATRIX E This is a computed FULL matrix of order 1 by 1 [=Z*Z'] 1 1 0.1238 MATRIX F This is a computed FULL matrix of order 2 by 2 [=M*M'] 1 2 1 0.1706 0.0000 2 0.0000 0.1143 MATRIX H This is a FULL matrix of order 1 by 1 1 1 0.5000 MATRIX I This is an IDENTITY matrix of order 2 by 2 MATRIX L This is a computed FULL matrix of order 4 by 2 [=I@N] 1 2 1 1.0000 0.0000 2 1.0000 0.0000 3 0.0000 1.0000 4 0.0000 1.0000 MATRIX M This is a DIAGONAL matrix of order 2 by 2 1 2 1 0.4130 2 0.0000 0.3381 MATRIX N This is a UNIT matrix of order 2 by 1 MATRIX O This is a DIAGONAL matrix of order 2 by 2 1 2 1 0.4966 2 0.0000 0.4814 MATRIX R This is a FULL matrix of order 4 by 1 1 1 2.3421 2 2.1702 3 2.3356 4 2.1463 MATRIX S This is a computed FULL matrix of order 2 by 2 [=O*O'] 1 2 1 0.2466 0.0000 2 0.0000 0.2317 MATRIX X This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.9778 MATRIX Y This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.2644 MATRIX Z This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.3519 Vector of OBSERVED means TAGGM10A TAGGV10A TAGGM10B TAGGV10B Mean 2.2404 2.0840 2.3056 2.1064 Vector of EXPECTED means TAGGM10A TAGGV10A TAGGM10B TAGGV10B Mean 2.3421 2.1702 2.3356 2.1463 EXPECTED COVARIANCE MATRIX TAGGM10A TAGGV10A TAGGM10B TAGGV10B TAGGM10A 1.5670 TAGGV10A 1.1498 1.4958 TAGGM10B 0.7946 0.5480 1.5670 TAGGV10B 0.5480 0.7797 1.1498 1.4958 Function value of this group: 4490.4704 Where the fit function is -2 * Log-likelihood of raw data GROUP NUMBER: 5 G5: female MZ twin pairs MATRIX A This is a computed FULL matrix of order 1 by 1 [=X*X'] 1 1 0.6902 MATRIX C This is a computed FULL matrix of order 1 by 1 [=Y*Y'] 1 1 0.0969 MATRIX E This is a computed FULL matrix of order 1 by 1 [=Z*Z'] 1 1 0.1313 MATRIX F This is a computed FULL matrix of order 2 by 2 [=M*M'] 1 2 1 0.1522 0.0000 2 0.0000 0.1198 MATRIX H This is a FULL matrix of order 1 by 1 1 1 0.5000 MATRIX I This is an IDENTITY matrix of order 2 by 2 MATRIX L This is a computed FULL matrix of order 4 by 2 [=I@N] 1 2 1 1.0000 0.0000 2 1.0000 0.0000 3 0.0000 1.0000 4 0.0000 1.0000 MATRIX M This is a DIAGONAL matrix of order 2 by 2 1 2 1 0.3901 2 0.0000 0.3461 MATRIX N This is a UNIT matrix of order 2 by 1 MATRIX O This is a DIAGONAL matrix of order 2 by 2 1 2 1 0.4815 2 0.0000 0.4955 MATRIX R This is a FULL matrix of order 4 by 1 1 1 1.9803 2 1.7683 3 1.9033 4 1.7240 MATRIX S This is a computed FULL matrix of order 2 by 2 [=O*O'] 1 2 1 0.2319 0.0000 2 0.0000 0.2456 MATRIX X This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.8308 MATRIX Y This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.3113 MATRIX Z This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.3623 Vector of OBSERVED means TAGGM10A TAGGV10A TAGGM10B TAGGV10B Mean 1.9859 1.7216 1.8960 1.6630 Vector of EXPECTED means TAGGM10A TAGGV10A TAGGM10B TAGGV10B Mean 1.9803 1.7683 1.9033 1.7240 EXPECTED COVARIANCE MATRIX TAGGM10A TAGGV10A TAGGM10B TAGGV10B TAGGM10A 1.3024 TAGGV10A 0.9184 1.2838 TAGGM10B 1.0190 0.7871 1.3024 TAGGV10B 0.7871 1.0327 0.9184 1.2838 Function value of this group: 5142.7551 Where the fit function is -2 * Log-likelihood of raw data GROUP NUMBER: 6 G6: female DZ twin pairs MATRIX A This is a computed FULL matrix of order 1 by 1 [=X*X'] 1 1 0.6902 MATRIX C This is a computed FULL matrix of order 1 by 1 [=Y*Y'] 1 1 0.0969 MATRIX E This is a computed FULL matrix of order 1 by 1 [=Z*Z'] 1 1 0.1313 MATRIX F This is a computed FULL matrix of order 2 by 2 [=M*M'] 1 2 1 0.1522 0.0000 2 0.0000 0.1198 MATRIX H This is a FULL matrix of order 1 by 1 1 1 0.5000 MATRIX I This is an IDENTITY matrix of order 2 by 2 MATRIX L This is a computed FULL matrix of order 4 by 2 [=I@N] 1 2 1 1.0000 0.0000 2 1.0000 0.0000 3 0.0000 1.0000 4 0.0000 1.0000 MATRIX M This is a DIAGONAL matrix of order 2 by 2 1 2 1 0.3901 2 0.0000 0.3461 MATRIX N This is a UNIT matrix of order 2 by 1 MATRIX O This is a DIAGONAL matrix of order 2 by 2 1 2 1 0.4815 2 0.0000 0.4955 MATRIX R This is a FULL matrix of order 4 by 1 1 1 1.9803 2 1.7683 3 1.9033 4 1.7240 MATRIX S This is a computed FULL matrix of order 2 by 2 [=O*O'] 1 2 1 0.2319 0.0000 2 0.0000 0.2456 MATRIX X This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.8308 MATRIX Y This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.3113 MATRIX Z This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.3623 Vector of OBSERVED means TAGGM10A TAGGV10A TAGGM10B TAGGV10B Mean 1.9569 1.7613 1.9102 1.7538 Vector of EXPECTED means TAGGM10A TAGGV10A TAGGM10B TAGGV10B Mean 1.9803 1.7683 1.9033 1.7240 EXPECTED COVARIANCE MATRIX TAGGM10A TAGGV10A TAGGM10B TAGGV10B TAGGM10A 1.3024 TAGGV10A 0.9184 1.2838 TAGGM10B 0.6739 0.4420 1.3024 TAGGV10B 0.4420 0.6876 0.9184 1.2838 Function value of this group: 4195.5656 Where the fit function is -2 * Log-likelihood of raw data GROUP NUMBER: 7 G7: Male-Female DZ twin pairs MATRIX A This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.8308 MATRIX C This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.3113 MATRIX E This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.3623 MATRIX F This is a DIAGONAL matrix of order 2 by 2 1 2 1 0.3901 2 0.0000 0.3461 MATRIX H This is a FULL matrix of order 1 by 1 1 1 0.5000 MATRIX L This is a computed FULL matrix of order 4 by 2 1 2 1 1.0000 0.0000 2 1.0000 0.0000 3 0.0000 1.0000 4 0.0000 1.0000 MATRIX M This is a DIAGONAL matrix of order 2 by 2 1 2 1 0.4130 2 0.0000 0.3381 MATRIX O This is a DIAGONAL matrix of order 2 by 2 1 2 1 0.4966 2 0.0000 0.4814 MATRIX R This is a FULL matrix of order 4 by 1 1 1 2.2290 2 2.0445 3 1.8140 4 1.6302 MATRIX S This is a DIAGONAL matrix of order 2 by 2 1 2 1 0.4815 2 0.0000 0.4955 MATRIX X This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.9778 MATRIX Y This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.2644 MATRIX Z This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.3519 Vector of OBSERVED means TAGGM10A TAGGV10A TAGGM10B TAGGV10B Mean 2.2269 2.0108 1.8164 1.6126 Vector of EXPECTED means TAGGM10A TAGGV10A TAGGM10B TAGGV10B Mean 2.2290 2.0445 1.8140 1.6302 EXPECTED COVARIANCE MATRIX TAGGM10A TAGGV10A TAGGM10B TAGGV10B TAGGM10A 1.5670 TAGGV10A 1.1498 1.4958 TAGGM10B 0.7276 0.4885 1.3024 TAGGV10B 0.4885 0.7270 0.9184 1.2838 Function value of this group: 8368.9998 Where the fit function is -2 * Log-likelihood of raw data GROUP NUMBER: 8 Gr 8: calculate standardized estimates for BOYS MATRIX A This is a computed FULL matrix of order 1 by 1 [=X*X'] 1 1 0.9560 MATRIX C This is a computed FULL matrix of order 1 by 1 [=Y*Y'] 1 1 0.0699 MATRIX E This is a computed FULL matrix of order 1 by 1 1 1 0.1238 MATRIX F This is a computed FULL matrix of order 2 by 2 1 2 1 0.1706 0.0000 2 0.0000 0.1143 MATRIX I This is an IDENTITY matrix of order 2 by 2 MATRIX J This is a computed FULL matrix of order 2 by 2 [=(I@A)%((I@(A+C+E))+S+F)] 1 2 1 0.6101********** 2 ********** 0.6391 MATRIX K This is a computed FULL matrix of order 2 by 2 [=(I@C)%((I@(A+C+E))+S+F)] 1 2 1 0.0446********** 2 ********** 0.0468 MATRIX L This is a computed FULL matrix of order 2 by 2 [=(I@E)%((I@(A+C+E))+S+F)] 1 2 1 0.0790********** 2 ********** 0.0828 MATRIX N This is a computed FULL matrix of order 2 by 2 [=S%((I@(A+C+E))+S+F)] 1 2 1 0.1574********** 2 ********** 0.1549 MATRIX O This is a computed FULL matrix of order 2 by 2 [=F%((I@(A+C+E))+S+F)] 1 2 1 0.1089********** 2 ********** 0.0764 MATRIX S This is a computed FULL matrix of order 2 by 2 1 2 1 0.2466 0.0000 2 0.0000 0.2317 MATRIX T This is a computed FULL matrix of order 2 by 2 [=(I@(A+C+E))%((I@(A+C+E))+S+F)] 1 2 1 0.7337********** 2 ********** 0.7687 MATRIX X This is a computed FULL matrix of order 1 by 1 [=A%(A+C+E)] 1 1 0.8315 MATRIX Y This is a computed FULL matrix of order 1 by 1 [=C%(A+C+E)] 1 1 0.0608 MATRIX Z This is a computed FULL matrix of order 1 by 1 [=E%(A+C+E)] 1 1 0.1077 GROUP NUMBER: 9 Gr 9: calculate standardized estimates for GIRLS MATRIX A This is a computed FULL matrix of order 1 by 1 [=X*X'] 1 1 0.6902 MATRIX C This is a computed FULL matrix of order 1 by 1 [=Y*Y'] 1 1 0.0969 MATRIX E This is a computed FULL matrix of order 1 by 1 1 1 0.1313 MATRIX F This is a computed FULL matrix of order 2 by 2 1 2 1 0.1522 0.0000 2 0.0000 0.1198 MATRIX I This is an IDENTITY matrix of order 2 by 2 MATRIX J This is a computed FULL matrix of order 2 by 2 [=(I@A)%((I@(A+C+E))+S+F)] 1 2 1 0.5299********** 2 ********** 0.5376 MATRIX K This is a computed FULL matrix of order 2 by 2 [=(I@C)%((I@(A+C+E))+S+F)] 1 2 1 0.0744********** 2 ********** 0.0755 MATRIX L This is a computed FULL matrix of order 2 by 2 [=(I@E)%((I@(A+C+E))+S+F)] 1 2 1 0.1008********** 2 ********** 0.1023 MATRIX N This is a computed FULL matrix of order 2 by 2 [=S%((I@(A+C+E))+S+F)] 1 2 1 0.1780********** 2 ********** 0.1913 MATRIX O This is a computed FULL matrix of order 2 by 2 [=F%((I@(A+C+E))+S+F)] 1 2 1 0.1168********** 2 ********** 0.0933 MATRIX S This is a computed FULL matrix of order 2 by 2 1 2 1 0.2319 0.0000 2 0.0000 0.2456 MATRIX T This is a computed FULL matrix of order 2 by 2 [=(I@(A+C+E))%((I@(A+C+E))+S+F)] 1 2 1 0.7051********** 2 ********** 0.7154 MATRIX X This is a computed FULL matrix of order 1 by 1 [=A%(A+C+E)] 1 1 0.7515 MATRIX Y This is a computed FULL matrix of order 1 by 1 [=C%(A+C+E)] 1 1 0.1055 MATRIX Z This is a computed FULL matrix of order 1 by 1 [=E%(A+C+E)] 1 1 0.1430 Your model has 26 estimated parameters and 10386 Observed statistics -2 times log-likelihood of data >>> 26631.108 Degrees of freedom >>>>>>>>>>>>>>>> 10360 This problem used 11.0% of my workspace Task Time elapsed (DD:HH:MM:SS) Reading script & data 0: 0: 2:31.84 Execution 0: 0:-2:***** TOTAL 0: 0: 0:17.35 Total number of warnings issued: 0 ______________________________________________________________________________