! simplex dutch iq Data The following MX script lines were read for group 1 #DEFINE NVAR 4 G1: GENETIC STRUCTURE DATA CALC NGROUPS=8 BEGIN MATRICES; A DIAG NVAR NVAR FREE ! SPECIFIC GENETIC FACTORS (INNOVATIONS) G LOWE NVAR NVAR ! GENETIC TRANSMISSION PATHS I IDEN NVAR NVAR END MATRICES; COMPUTE (I-G)~ * A*A' * ((I-G)~)' / SPECIFY G 0 7 0 0 8 0 0 0 9 0 OPTIONS RS END The following MX script lines were read for group 2 G2: SPECIFIC ENVIRONMENTAL STRUCTURE DATA CALC BEGIN MATRICES; E DIAG NVAR NVAR FREE ! SPECIFIC ENVIRONMENTAL INNOVATIONS F LOWE NVAR NVAR ! SPECIFIC ENVIRONMENTAL TRANSMISSION PATHS I IDEN NVAR NVAR U DIAG NVAR NVAR FREE !ALL ERROR VARIANCES SAME END MATRICES; COMPUTE (I-F)~ * E*E'* ((I-F)~)' + U*U'/ COMPUTE (I-F)~ * E*E'* ((I-F)~)' / SPECIFY F 0 18 0 0 19 0 0 0 20 0 EQ U 1 1 U 2 2 U 3 3 U 4 4 START 4 U 2 1 1 U 2 2 2 U 2 3 3 U 2 4 4 OPTIONS RS END The following MX script lines were read for group 3 G3: COMMON ENVIRONMENTAL STRUCTURE DATA CALC BEGIN MATRICES; C DIAG NVAR NVAR FREE ! SPECIFIC ENVIRONMENTAL INNOVATIONS S LOWE NVAR NVAR ! SPECIFIC ENVIRONMENTAL TRANSMISSION PATHS I IDEN NVAR NVAR END MATRICES; COMPUTE (I-S)~ * C*C' * ((I-S)~)' / SPECIFY S 0 28 0 0 29 0 0 0 30 0 OPTIONS RS END The following MX script lines were read for group 4 G4: FEMALE MZ TWIN PAIRS DATA NINPUT_VARS=8 NOBSERVATIONS=0 LABELS T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 T2IQ12 MISSING=-1 NOTE: Missing value *string* set to '-1' REC FILE=IQ4MZF.REC NOTE: Rectangular file contained 47 records with data BEGIN MATRICES; A SYMM NVAR NVAR = %E1 E SYMM NVAR NVAR = %E2 C SYMM NVAR NVAR = %E3 M FULL NVAR 1 FREE !MEANS END MATRICES; COVARIANCES A+E+C | A+C _ A+C | A+E+C / MEANS M|M / OPTIONS RS END The following MX script lines were read for group 5 G5: YOUNG FEMALE DZ TWIN PAIRS DATA NINPUT_VARS=8 NOBSERVATIONS=0 LABELS T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 T2IQ12 MISSING=-1 NOTE: Missing value *string* set to '-1' REC FILE=IQ4DZF.REC NOTE: Rectangular file contained 37 records with data BEGIN MATRICES; A SYMM NVAR NVAR = %E1 E SYMM NVAR NVAR = %E2 C SYMM NVAR NVAR = %E3 H FULL 1 1 M FULL NVAR 1 = M4 END MATRICES; COVARIANCES A+E+C | H@A+C _ H@A+C | A+E+C / MEANS M|M / MATRIX H .5 OPTIONS RS END The following MX script lines were read for group 6 G6: MALE MZ TWIN PAIRS DATA NINPUT_VARS=8 NOBSERVATIONS=0 LABELS T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 T2IQ12 MISSING=-1 NOTE: Missing value *string* set to '-1' REC FILE=IQ4MZM.REC NOTE: Rectangular file contained 42 records with data BEGIN MATRICES; A SYMM NVAR NVAR = %E1 E SYMM NVAR NVAR = %E2 C SYMM NVAR NVAR = %E3 M FULL NVAR 1 = M4 END MATRICES; COVARIANCES A+E+C | A+C _ A+C | A+E+C / MEANS M|M / OPTIONS RS END The following MX script lines were read for group 7 G7: YOUNG MALE DZ TWIN PAIRS DATA NINPUT_VARS=8 NOBSERVATIONS=0 LABELS T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 T2IQ12 MISSING=-1 NOTE: Missing value *string* set to '-1' REC FILE=IQ4DZM.REC NOTE: Rectangular file contained 44 records with data BEGIN MATRICES; A SYMM NVAR NVAR = %E1 E SYMM NVAR NVAR = %E2 C SYMM NVAR NVAR = %E3 H FULL 1 1 M FULL NVAR 1 = M4 END MATRICES; COVARIANCES A+E+C | H@A+C _ H@A+C | A+E+C / MEANS M|M / MATRIX H .5 OPTIONS RS END The following MX script lines were read for group 8 G8: YOUNG MALE-FEMALE DZ TWIN PAIRS DATA NINPUT_VARS=8 NOBSERVATIONS=0 LABELS T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 T2IQ12 MISSING=-1 NOTE: Missing value *string* set to '-1' REC FILE=IQ4DOS.REC NOTE: Rectangular file contained 39 records with data BEGIN MATRICES; A SYMM NVAR NVAR = %E1 E SYMM NVAR NVAR = %E2 C SYMM NVAR NVAR = %E3 H FULL 1 1 M FULL NVAR 1 = M4 END MATRICES; COVARIANCES A+E+C | H@A+C _ H@A+C | A+E+C / MEANS M|M / MATRIX H .5 START 2 ALL START 8 A 1 1 1 START 6 E 2 1 1 E 2 2 2 E 2 3 3 E 2 4 4 START 6 C 3 1 1 C 3 2 2 C 3 3 3 C 3 4 4 START 1 G 1 1 1 - G 1 4 4 START .3 F 2 1 1 - F 2 4 4 START .3 S 3 1 1 - S 3 4 4 START 100 M 4 1 1 - M 4 4 1 OPTIONS RS NDECIMALS=4 IT=250 OPTION SAT=11078.7,1304 END Summary of VL file data for group 4 T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 Code 1.0000 2.0000 3.0000 4.0000 5.0000 6.0000 7.0000 Number 47.0000 42.0000 43.0000 36.0000 47.0000 42.0000 43.0000 Mean 103.5106 101.7143 106.6279 99.2222 105.2340 103.0714 107.8837 Variance 175.1861 229.9184 317.7220 203.3395 196.7750 261.2092 329.1260 Minimum 75.0000 72.0000 73.0000 70.0000 75.0000 74.0000 63.0000 Maximum 127.0000 135.0000 145.0000 127.0000 137.0000 145.0000 140.0000 T2IQ12 Code 8.0000 Number 36.0000 Mean 100.3333 Variance 187.5000 Minimum 67.0000 Maximum 126.0000 Summary of VL file data for group 5 T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 Code 1.0000 2.0000 3.0000 4.0000 5.0000 6.0000 7.0000 Number 37.0000 34.0000 37.0000 31.0000 37.0000 34.0000 37.0000 Mean 101.2703 101.7647 103.9730 99.9032 102.0541 101.8235 104.0270 Variance 198.7918 185.0035 221.9182 156.3455 159.6187 137.6159 247.3776 Minimum 74.0000 62.0000 69.0000 61.0000 80.0000 79.0000 70.0000 Maximum 142.0000 123.0000 145.0000 126.0000 139.0000 130.0000 142.0000 T2IQ12 Code 8.0000 Number 31.0000 Mean 99.9355 Variance 149.9958 Minimum 74.0000 Maximum 124.0000 Summary of VL file data for group 6 T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 Code 1.0000 2.0000 3.0000 4.0000 5.0000 6.0000 7.0000 Number 42.0000 37.0000 38.0000 32.0000 42.0000 37.0000 38.0000 Mean 103.0000 104.4324 105.7368 98.6563 100.9048 102.8919 107.1842 Variance 189.6190 193.9752 228.0886 133.0381 177.1814 158.9613 206.5187 Minimum 71.0000 75.0000 72.0000 80.0000 71.0000 80.0000 79.0000 Maximum 137.0000 139.0000 145.0000 128.0000 129.0000 130.0000 142.0000 T2IQ12 Code 8.0000 Number 30.0000 Mean 98.5667 Variance 212.7122 Minimum 67.0000 Maximum 137.0000 Summary of VL file data for group 7 T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 Code 1.0000 2.0000 3.0000 4.0000 5.0000 6.0000 7.0000 Number 44.0000 41.0000 41.0000 33.0000 43.0000 41.0000 41.0000 Mean 98.8182 100.4634 106.2439 100.3030 102.1860 101.2683 107.0976 Variance 152.1942 242.8828 186.6234 171.9688 137.1747 212.9280 131.4539 Minimum 69.0000 67.0000 77.0000 72.0000 73.0000 70.0000 74.0000 Maximum 126.0000 138.0000 143.0000 138.0000 139.0000 125.0000 131.0000 T2IQ12 Code 8.0000 Number 33.0000 Mean 101.1212 Variance 166.6520 Minimum 80.0000 Maximum 135.0000 Summary of VL file data for group 8 T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 Code 1.0000 2.0000 3.0000 4.0000 5.0000 6.0000 7.0000 Number 39.0000 38.0000 37.0000 34.0000 39.0000 38.0000 37.0000 Mean 107.2051 106.2368 112.8108 102.2941 102.3590 104.5263 107.9730 Variance 173.7015 229.2860 255.6129 181.5017 132.8968 251.8809 220.1344 Minimum 64.0000 65.0000 69.0000 64.0000 70.0000 64.0000 72.0000 Maximum 128.0000 137.0000 140.0000 125.0000 121.0000 133.0000 137.0000 T2IQ12 Code 8.0000 Number 35.0000 Mean 100.8571 Variance 137.8939 Minimum 66.0000 Maximum 128.0000 PARAMETER SPECIFICATIONS GROUP NUMBER: 1 G1: genetic structure MATRIX A This is a DIAGONAL matrix of order 4 by 4 1 2 3 4 1 1 2 0 2 3 0 0 3 4 0 0 0 4 MATRIX G This is a LOWER TRIANGULAR matrix of order 4 by 4 1 2 3 4 1 0 2 7 0 3 0 8 0 4 0 0 9 0 MATRIX I This is an IDENTITY matrix of order 4 by 4 GROUP NUMBER: 2 G2: specific environmental structure MATRIX E This is a DIAGONAL matrix of order 4 by 4 1 2 3 4 1 10 2 0 11 3 0 0 12 4 0 0 0 13 MATRIX F This is a LOWER TRIANGULAR matrix of order 4 by 4 1 2 3 4 1 0 2 18 0 3 0 19 0 4 0 0 20 0 MATRIX I This is an IDENTITY matrix of order 4 by 4 MATRIX U This is a DIAGONAL matrix of order 4 by 4 1 2 3 4 1 14 2 0 14 3 0 0 14 4 0 0 0 14 GROUP NUMBER: 3 G3: common environmental structure MATRIX C This is a DIAGONAL matrix of order 4 by 4 1 2 3 4 1 21 2 0 22 3 0 0 23 4 0 0 0 24 MATRIX I This is an IDENTITY matrix of order 4 by 4 MATRIX S This is a LOWER TRIANGULAR matrix of order 4 by 4 1 2 3 4 1 0 2 28 0 3 0 29 0 4 0 0 30 0 GROUP NUMBER: 4 G4: female MZ twin pairs MATRIX A This is a constrained FULL matrix of order 4 by 4 It has no free parameters specified MATRIX C This is a constrained FULL matrix of order 4 by 4 It has no free parameters specified MATRIX E This is a constrained FULL matrix of order 4 by 4 It has no free parameters specified MATRIX M This is a FULL matrix of order 4 by 1 1 1 31 2 32 3 33 4 34 GROUP NUMBER: 5 G5: young female DZ twin pairs MATRIX A This is a constrained FULL matrix of order 4 by 4 It has no free parameters specified MATRIX C This is a constrained FULL matrix of order 4 by 4 It has no free parameters specified MATRIX E This is a constrained FULL matrix of order 4 by 4 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 4 by 1 1 1 31 2 32 3 33 4 34 GROUP NUMBER: 6 G6: male MZ twin pairs MATRIX A This is a constrained FULL matrix of order 4 by 4 It has no free parameters specified MATRIX C This is a constrained FULL matrix of order 4 by 4 It has no free parameters specified MATRIX E This is a constrained FULL matrix of order 4 by 4 It has no free parameters specified MATRIX M This is a FULL matrix of order 4 by 1 1 1 31 2 32 3 33 4 34 GROUP NUMBER: 7 G7: young male DZ twin pairs MATRIX A This is a constrained FULL matrix of order 4 by 4 It has no free parameters specified MATRIX C This is a constrained FULL matrix of order 4 by 4 It has no free parameters specified MATRIX E This is a constrained FULL matrix of order 4 by 4 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 4 by 1 1 1 31 2 32 3 33 4 34 GROUP NUMBER: 8 G8: young male-female DZ twin pairs MATRIX A This is a constrained FULL matrix of order 4 by 4 It has no free parameters specified MATRIX C This is a constrained FULL matrix of order 4 by 4 It has no free parameters specified MATRIX E This is a constrained FULL matrix of order 4 by 4 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 4 by 1 1 1 31 2 32 3 33 4 34 MX PARAMETER ESTIMATES GROUP NUMBER: 1 G1: genetic structure MATRIX A This is a DIAGONAL matrix of order 4 by 4 1 2 3 4 1 7.6335 2 0.0000 0.0000 3 0.0000 0.0000 -0.0015 4 0.0000 0.0000 0.0000 7.5281 MATRIX G This is a LOWER TRIANGULAR matrix of order 4 by 4 1 2 3 4 1 0.0000 2 1.0661 0.0000 3 0.0000 1.5149 0.0000 4 0.0000 0.0000 0.5058 0.0000 MATRIX I This is an IDENTITY matrix of order 4 by 4 EXPECTED MATRIX of this CALCULATION group 1 2 3 4 1 58.2707 62.1245 94.1127 47.6019 2 62.1245 66.2332 100.3369 50.7501 3 94.1127 100.3369 152.0007 76.8815 4 47.6019 50.7501 76.8815 95.5588 GROUP NUMBER: 2 G2: specific environmental structure MATRIX E This is a DIAGONAL matrix of order 4 by 4 1 2 3 4 1 6.3927 2 0.0000 8.2199 3 0.0000 0.0000 6.8066 4 0.0000 0.0000 0.0000 5.4048 MATRIX F This is a LOWER TRIANGULAR matrix of order 4 by 4 1 2 3 4 1 0.0000 2 0.1319 0.0000 3 0.0000 0.1870 0.0000 4 0.0000 0.0000 -0.0013 0.0000 MATRIX I This is an IDENTITY matrix of order 4 by 4 MATRIX U This is a DIAGONAL matrix of order 4 by 4 1 2 3 4 1 2.0000 2 0.0000 2.0000 3 0.0000 0.0000 2.0000 4 0.0000 0.0000 0.0000 2.0000 EXPECTED MATRIX of this CALCULATION group 1 2 3 4 1 40.8665 5.3916 1.0084 -0.0013 2 5.3916 68.2776 12.7702 -0.0169 3 1.0084 12.7702 48.7178 -0.0646 4 -0.0013 -0.0169 -0.0646 29.2124 GROUP NUMBER: 3 G3: common environmental structure MATRIX C This is a DIAGONAL matrix of order 4 by 4 1 2 3 4 1 8.8468 2 0.0000 6.1781 3 0.0000 0.0000 3.7378 4 0.0000 0.0000 0.0000 0.0000 MATRIX I This is an IDENTITY matrix of order 4 by 4 MATRIX S This is a LOWER TRIANGULAR matrix of order 4 by 4 1 2 3 4 1 0.0000 2 0.8265 0.0000 3 0.0000 0.6964 0.0000 4 0.0000 0.0000 0.9059 0.0000 EXPECTED MATRIX of this CALCULATION group 1 2 3 4 1 78.2654 64.6837 45.0467 40.8069 2 64.6837 91.6274 63.8107 57.8048 3 45.0467 63.8107 58.4096 52.9121 4 40.8069 57.8048 52.9121 47.9320 GROUP NUMBER: 4 G4: female MZ twin pairs MATRIX A This is a constrained FULL matrix of order 4 by 4 1 2 3 4 1 58.2707 62.1245 94.1127 47.6019 2 62.1245 66.2332 100.3369 50.7501 3 94.1127 100.3369 152.0007 76.8815 4 47.6019 50.7501 76.8815 95.5588 MATRIX C This is a constrained FULL matrix of order 4 by 4 1 2 3 4 1 78.2654 64.6837 45.0467 40.8069 2 64.6837 91.6274 63.8107 57.8048 3 45.0467 63.8107 58.4096 52.9121 4 40.8069 57.8048 52.9121 47.9320 MATRIX E This is a constrained FULL matrix of order 4 by 4 1 2 3 4 1 40.8665 5.3916 1.0084 -0.0013 2 5.3916 68.2776 12.7702 -0.0169 3 1.0084 12.7702 48.7178 -0.0646 4 -0.0013 -0.0169 -0.0646 29.2124 MATRIX M This is a FULL matrix of order 4 by 1 1 1 100.0543 2 101.6602 3 100.2581 4 102.1194 Vector of OBSERVED means T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 Mean 103.5106 101.7143 106.6279 99.2222 105.2340 103.0714 107.8837 T2IQ12 Mean 100.3333 Vector of EXPECTED means T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 Mean 100.0543 100.0543 101.6602 101.6602 100.2581 100.2581 102.1194 T2IQ12 Mean 102.1194 (OBSERVED MATRIX is nonexistent for raw data) EXPECTED COVARIANCE MATRIX T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 T1IQ5 177.4027 T1IQ7 132.1998 226.1382 T1IQ10 140.1678 176.9179 259.1281 T1IQ12 88.4075 108.5380 129.7289 172.7031 T2IQ5 136.5362 126.8082 139.1594 88.4088 177.4027 T2IQ7 126.8082 157.8606 164.1477 108.5549 132.1998 226.1382 T2IQ10 139.1594 164.1477 210.4103 129.7936 140.1678 176.9179 259.1281 T2IQ12 88.4088 108.5549 129.7936 143.4907 88.4075 108.5380 129.7289 T2IQ12 T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 T2IQ12 172.7031 Function value of this group: 2473.5330 Where the fit function is -2 * Log-likelihood of raw data GROUP NUMBER: 5 G5: young female DZ twin pairs MATRIX A This is a constrained FULL matrix of order 4 by 4 1 2 3 4 1 58.2707 62.1245 94.1127 47.6019 2 62.1245 66.2332 100.3369 50.7501 3 94.1127 100.3369 152.0007 76.8815 4 47.6019 50.7501 76.8815 95.5588 MATRIX C This is a constrained FULL matrix of order 4 by 4 1 2 3 4 1 78.2654 64.6837 45.0467 40.8069 2 64.6837 91.6274 63.8107 57.8048 3 45.0467 63.8107 58.4096 52.9121 4 40.8069 57.8048 52.9121 47.9320 MATRIX E This is a constrained FULL matrix of order 4 by 4 1 2 3 4 1 40.8665 5.3916 1.0084 -0.0013 2 5.3916 68.2776 12.7702 -0.0169 3 1.0084 12.7702 48.7178 -0.0646 4 -0.0013 -0.0169 -0.0646 29.2124 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 4 by 1 1 1 100.0543 2 101.6602 3 100.2581 4 102.1194 Vector of OBSERVED means T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 Mean 101.2703 101.7647 103.9730 99.9032 102.0541 101.8235 104.0270 T2IQ12 Mean 99.9355 Vector of EXPECTED means T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 Mean 100.0543 100.0543 101.6602 101.6602 100.2581 100.2581 102.1194 T2IQ12 Mean 102.1194 (OBSERVED MATRIX is nonexistent for raw data) EXPECTED COVARIANCE MATRIX T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 T1IQ5 177.4027 T1IQ7 132.1998 226.1382 T1IQ10 140.1678 176.9179 259.1281 T1IQ12 88.4075 108.5380 129.7289 172.7031 T2IQ5 107.4008 95.7460 92.1031 64.6079 177.4027 T2IQ7 95.7460 124.7440 113.9792 83.1799 132.1998 226.1382 T2IQ10 92.1031 113.9792 134.4100 91.3528 140.1678 176.9179 259.1281 T2IQ12 64.6079 83.1799 91.3528 95.7113 88.4075 108.5380 129.7289 T2IQ12 T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 T2IQ12 172.7031 Function value of this group: 2065.5413 Where the fit function is -2 * Log-likelihood of raw data GROUP NUMBER: 6 G6: male MZ twin pairs MATRIX A This is a constrained FULL matrix of order 4 by 4 1 2 3 4 1 58.2707 62.1245 94.1127 47.6019 2 62.1245 66.2332 100.3369 50.7501 3 94.1127 100.3369 152.0007 76.8815 4 47.6019 50.7501 76.8815 95.5588 MATRIX C This is a constrained FULL matrix of order 4 by 4 1 2 3 4 1 78.2654 64.6837 45.0467 40.8069 2 64.6837 91.6274 63.8107 57.8048 3 45.0467 63.8107 58.4096 52.9121 4 40.8069 57.8048 52.9121 47.9320 MATRIX E This is a constrained FULL matrix of order 4 by 4 1 2 3 4 1 40.8665 5.3916 1.0084 -0.0013 2 5.3916 68.2776 12.7702 -0.0169 3 1.0084 12.7702 48.7178 -0.0646 4 -0.0013 -0.0169 -0.0646 29.2124 MATRIX M This is a FULL matrix of order 4 by 1 1 1 100.0543 2 101.6602 3 100.2581 4 102.1194 Vector of OBSERVED means T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 Mean 103.0000 104.4324 105.7368 98.6563 100.9048 102.8919 107.1842 T2IQ12 Mean 98.5667 Vector of EXPECTED means T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 Mean 100.0543 100.0543 101.6602 101.6602 100.2581 100.2581 102.1194 T2IQ12 Mean 102.1194 (OBSERVED MATRIX is nonexistent for raw data) EXPECTED COVARIANCE MATRIX T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 T1IQ5 177.4027 T1IQ7 132.1998 226.1382 T1IQ10 140.1678 176.9179 259.1281 T1IQ12 88.4075 108.5380 129.7289 172.7031 T2IQ5 136.5362 126.8082 139.1594 88.4088 177.4027 T2IQ7 126.8082 157.8606 164.1477 108.5549 132.1998 226.1382 T2IQ10 139.1594 164.1477 210.4103 129.7936 140.1678 176.9179 259.1281 T2IQ12 88.4088 108.5549 129.7936 143.4907 88.4075 108.5380 129.7289 T2IQ12 T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 T2IQ12 172.7031 Function value of this group: 2182.0679 Where the fit function is -2 * Log-likelihood of raw data GROUP NUMBER: 7 G7: young male DZ twin pairs MATRIX A This is a constrained FULL matrix of order 4 by 4 1 2 3 4 1 58.2707 62.1245 94.1127 47.6019 2 62.1245 66.2332 100.3369 50.7501 3 94.1127 100.3369 152.0007 76.8815 4 47.6019 50.7501 76.8815 95.5588 MATRIX C This is a constrained FULL matrix of order 4 by 4 1 2 3 4 1 78.2654 64.6837 45.0467 40.8069 2 64.6837 91.6274 63.8107 57.8048 3 45.0467 63.8107 58.4096 52.9121 4 40.8069 57.8048 52.9121 47.9320 MATRIX E This is a constrained FULL matrix of order 4 by 4 1 2 3 4 1 40.8665 5.3916 1.0084 -0.0013 2 5.3916 68.2776 12.7702 -0.0169 3 1.0084 12.7702 48.7178 -0.0646 4 -0.0013 -0.0169 -0.0646 29.2124 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 4 by 1 1 1 100.0543 2 101.6602 3 100.2581 4 102.1194 Vector of OBSERVED means T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 Mean 98.8182 100.4634 106.2439 100.3030 102.1860 101.2683 107.0976 T2IQ12 Mean 101.1212 Vector of EXPECTED means T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 Mean 100.0543 100.0543 101.6602 101.6602 100.2581 100.2581 102.1194 T2IQ12 Mean 102.1194 (OBSERVED MATRIX is nonexistent for raw data) EXPECTED COVARIANCE MATRIX T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 T1IQ5 177.4027 T1IQ7 132.1998 226.1382 T1IQ10 140.1678 176.9179 259.1281 T1IQ12 88.4075 108.5380 129.7289 172.7031 T2IQ5 107.4008 95.7460 92.1031 64.6079 177.4027 T2IQ7 95.7460 124.7440 113.9792 83.1799 132.1998 226.1382 T2IQ10 92.1031 113.9792 134.4100 91.3528 140.1678 176.9179 259.1281 T2IQ12 64.6079 83.1799 91.3528 95.7113 88.4075 108.5380 129.7289 T2IQ12 T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 T2IQ12 172.7031 Function value of this group: 2400.1686 Where the fit function is -2 * Log-likelihood of raw data GROUP NUMBER: 8 G8: young male-female DZ twin pairs MATRIX A This is a constrained FULL matrix of order 4 by 4 1 2 3 4 1 58.2707 62.1245 94.1127 47.6019 2 62.1245 66.2332 100.3369 50.7501 3 94.1127 100.3369 152.0007 76.8815 4 47.6019 50.7501 76.8815 95.5588 MATRIX C This is a constrained FULL matrix of order 4 by 4 1 2 3 4 1 78.2654 64.6837 45.0467 40.8069 2 64.6837 91.6274 63.8107 57.8048 3 45.0467 63.8107 58.4096 52.9121 4 40.8069 57.8048 52.9121 47.9320 MATRIX E This is a constrained FULL matrix of order 4 by 4 1 2 3 4 1 40.8665 5.3916 1.0084 -0.0013 2 5.3916 68.2776 12.7702 -0.0169 3 1.0084 12.7702 48.7178 -0.0646 4 -0.0013 -0.0169 -0.0646 29.2124 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 4 by 1 1 1 100.0543 2 101.6602 3 100.2581 4 102.1194 Vector of OBSERVED means T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 Mean 107.2051 106.2368 112.8108 102.2941 102.3590 104.5263 107.9730 T2IQ12 Mean 100.8571 Vector of EXPECTED means T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 Mean 100.0543 100.0543 101.6602 101.6602 100.2581 100.2581 102.1194 T2IQ12 Mean 102.1194 (OBSERVED MATRIX is nonexistent for raw data) EXPECTED COVARIANCE MATRIX T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 T1IQ5 177.4027 T1IQ7 132.1998 226.1382 T1IQ10 140.1678 176.9179 259.1281 T1IQ12 88.4075 108.5380 129.7289 172.7031 T2IQ5 107.4008 95.7460 92.1031 64.6079 177.4027 T2IQ7 95.7460 124.7440 113.9792 83.1799 132.1998 226.1382 T2IQ10 92.1031 113.9792 134.4100 91.3528 140.1678 176.9179 259.1281 T2IQ12 64.6079 83.1799 91.3528 95.7113 88.4075 108.5380 129.7289 T2IQ12 T1IQ5 T1IQ7 T1IQ10 T1IQ12 T2IQ5 T2IQ7 T2IQ10 T2IQ12 172.7031 Function value of this group: 2294.5498 Where the fit function is -2 * Log-likelihood of raw data Your model has 26 estimated parameters and 1524 Observed statistics -2 times log-likelihood of data >>> 11415.860 Degrees of freedom >>>>>>>>>>>>>>>> 1498 Saturated model fit* >>>>>>>>>>> 11078.700 Saturated model df* >>>>>>>>>>> 1304 Difference Chi-squared >>>>>>>> 337.160 Difference d.f. >>>>>>>>>>>>>>> 194 Probability >>>>>>>>>>>>>>>>>>>> 0.000 Akaike's Information Criterion > -50.840 * Saturated model statistic supplied by user This problem used 5.0% of my workspace Task Time elapsed (DD:HH:MM:SS) Reading script & data 0: 0: 0: 0.88 Execution 0: 0: 0:34.38 TOTAL 0: 0: 0:35.26 Total number of warnings issued: 0 ______________________________________________________________________________