** Mx startup successful ** **MX-PC 1.50** Job started on 03/07/01 at 15:53:43 ! Factorscores based on 5 variables: simulated data ! Boomsma e.a. Genet Epi 1990. ! COMMON G, COMMON E, COMMON C, UNIQUE E The following MX script lines were read for group 1 #NGROUPS 4 Note: #NGroup set number of groups to 4 G1: PARAMETER SPECIFICATION CALCULATION BEGIN MATRICES H FULL 5 1 FREE ! COMMON ADDITIVE GENETIC VECTOR E FULL 5 1 FREE ! COMMON SPECIFIC ENVIRONMENTAL VECTOR C FULL 5 1 FREE ! COMMON COMMON ENVIRONMENTAL VECTOR O ZERO 5 3 S DIAG 5 5 FREE ! UNIQUE SPECIFIC ENVIRONMENTAL FACTORS Z ZERO 5 5 P SYMM 6 6 ! CORRELATION MATRIX OF FACTOR SCORES IN MZ Q SYMM 6 6 ! CORRELATION MATRIX OF FACTOR SCORES IN DZ END MATRICES; MATRIX P 1 0 1 0 0 1 1 0 0 1 0 0 0 0 1 0 0 1 0 0 1 MATRIX Q 1 0 1 0 0 1 .5 0 0 1 0 0 0 0 1 0 0 1 0 0 1 BEGIN ALGEBRA; L= (H|E|C|O _ O|H|E|C); ! MATRIX OF COMMON FACTOR LOADINGS U= ((S*S')|Z) _ (Z|(S*S')); ! MATRIX OF SPECIFIC FACTOR LOADINGS END ALGEBRA; END The following MX script lines were read for group 2 G2: MZ TWINS DATA NINPUT=10 NOBSERVATIONS=100 CMATRIX FILE=DORMZ.COV BEGIN MATRICES = GROUP 1; COVARIANCE L*P*L'+U; END The following MX script lines were read for group 3 G3: DZ TWINS DATA NINPUT=10 NOBSERVATIONS=100 CMATRIX FILE=DORDZ.COV BEGIN MATRICES = GROUP 1; COVARIANCE L*Q*L'+U; START 5 ALL OPTION NDECIMALS=3 END The following MX script lines were read for group 4 G4: FACTOR SCORES CALCULATION BEGIN MATRICES = GROUP 1; M FULL 100 10 !MZ RAW DATA TO BE READ IN N FULL 100 10 !DZ RAW DATA TO BE READ IN E SYMM 10 10 = %E2 !MZ EXPECTED COVARIANCE MATRIX *** WARNING! *** Matrix was previously defined for this group. Mx will redefine F SYMM 10 10 = %E3 !DZ EXPECTED COVARIANCE MATRIX END MATRICES; MATRIX M FILE=DORMZMX.DAT MATRIX N FILE=DORDZMX.DAT BEGIN ALGEBRA; V= P*L'*(L*P*L'+U)~; !MZ WEIGHT MATRIX - THURSTONE REGRESSION METHOD W= Q*L'*(L*Q*L'+U)~; !DZ X= (V*M')'; !MZ MULTIPLICATION TO OBTAIN VECTOR OF FACTOR SCORES Y= (W*N')'; !DZ B= P*(P~- L'*E~*L)*P; D= Q*(Q~- L'*F~*L)*Q; G= \SQRT(\D2V(B)); !MZ SQRT OF STANDARD ERRORS OF ESTIMATED FACTOR SCORES J= \SQRT(\D2V(D)); !DZ END ALGEBRA; OPTION MXX=THDORMZ.FSC !MZ SAVE INDIVIDUAL FACTOR SCORES OPTION MXY=THDORDZ.FSC !DZ END PARAMETER SPECIFICATIONS GROUP NUMBER: 1 G1: Parameter Specification MATRIX C This is a FULL matrix of order 5 by 1 1 1 11 2 12 3 13 4 14 5 15 MATRIX E This is a FULL matrix of order 5 by 1 1 1 6 2 7 3 8 4 9 5 10 MATRIX H This is a FULL matrix of order 5 by 1 1 1 1 2 2 3 3 4 4 5 5 MATRIX L This is a computed FULL matrix of order 10 by 6 It has no free parameters specified MATRIX O This is a NULL matrix of order 5 by 3 MATRIX P This is a SYMMETRIC matrix of order 6 by 6 It has no free parameters specified MATRIX Q This is a SYMMETRIC matrix of order 6 by 6 It has no free parameters specified MATRIX S This is a DIAGONAL matrix of order 5 by 5 1 2 3 4 5 1 16 2 0 17 3 0 0 18 4 0 0 0 19 5 0 0 0 0 20 MATRIX U This is a computed FULL matrix of order 10 by 10 It has no free parameters specified MATRIX Z This is a NULL matrix of order 5 by 5 GROUP NUMBER: 2 G2: MZ twins MATRIX C This is a FULL matrix of order 5 by 1 1 1 11 2 12 3 13 4 14 5 15 MATRIX E This is a FULL matrix of order 5 by 1 1 1 6 2 7 3 8 4 9 5 10 MATRIX H This is a FULL matrix of order 5 by 1 1 1 1 2 2 3 3 4 4 5 5 MATRIX L This is a computed FULL matrix of order 10 by 6 It has no free parameters specified MATRIX O This is a NULL matrix of order 5 by 3 MATRIX P This is a SYMMETRIC matrix of order 6 by 6 It has no free parameters specified MATRIX Q This is a SYMMETRIC matrix of order 6 by 6 It has no free parameters specified MATRIX S This is a DIAGONAL matrix of order 5 by 5 1 2 3 4 5 1 16 2 0 17 3 0 0 18 4 0 0 0 19 5 0 0 0 0 20 MATRIX U This is a computed FULL matrix of order 10 by 10 It has no free parameters specified MATRIX Z This is a NULL matrix of order 5 by 5 GROUP NUMBER: 3 G3: DZ twins MATRIX C This is a FULL matrix of order 5 by 1 1 1 11 2 12 3 13 4 14 5 15 MATRIX E This is a FULL matrix of order 5 by 1 1 1 6 2 7 3 8 4 9 5 10 MATRIX H This is a FULL matrix of order 5 by 1 1 1 1 2 2 3 3 4 4 5 5 MATRIX L This is a computed FULL matrix of order 10 by 6 It has no free parameters specified MATRIX O This is a NULL matrix of order 5 by 3 MATRIX P This is a SYMMETRIC matrix of order 6 by 6 It has no free parameters specified MATRIX Q This is a SYMMETRIC matrix of order 6 by 6 It has no free parameters specified MATRIX S This is a DIAGONAL matrix of order 5 by 5 1 2 3 4 5 1 16 2 0 17 3 0 0 18 4 0 0 0 19 5 0 0 0 0 20 MATRIX U This is a computed FULL matrix of order 10 by 10 It has no free parameters specified MATRIX Z This is a NULL matrix of order 5 by 5 GROUP NUMBER: 4 G4: Factor Scores MATRIX B This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX C This is a FULL matrix of order 5 by 1 1 1 11 2 12 3 13 4 14 5 15 MATRIX D This is a computed FULL matrix of order 6 by 6 It has no free parameters specified MATRIX E This is a constrained SYMMETRIC matrix of order 10 by 10 It has no free parameters specified MATRIX F This is a constrained SYMMETRIC matrix of order 10 by 10 It has no free parameters specified MATRIX G This is a computed FULL matrix of order 1 by 6 It has no free parameters specified MATRIX H This is a FULL matrix of order 5 by 1 1 1 1 2 2 3 3 4 4 5 5 MATRIX J This is a computed FULL matrix of order 1 by 6 It has no free parameters specified MATRIX L This is a computed FULL matrix of order 10 by 6 It has no free parameters specified MATRIX M This is a FULL matrix of order 100 by 10 It has no free parameters specified MATRIX N This is a FULL matrix of order 100 by 10 It has no free parameters specified MATRIX O This is a NULL matrix of order 5 by 3 MATRIX P This is a SYMMETRIC matrix of order 6 by 6 It has no free parameters specified MATRIX Q This is a SYMMETRIC matrix of order 6 by 6 It has no free parameters specified MATRIX S This is a DIAGONAL matrix of order 5 by 5 1 2 3 4 5 1 16 2 0 17 3 0 0 18 4 0 0 0 19 5 0 0 0 0 20 MATRIX U This is a computed FULL matrix of order 10 by 10 It has no free parameters specified MATRIX V This is a computed FULL matrix of order 6 by 10 It has no free parameters specified MATRIX W This is a computed FULL matrix of order 6 by 10 It has no free parameters specified MATRIX X This is a computed FULL matrix of order 100 by 6 It has no free parameters specified MATRIX Y This is a computed FULL matrix of order 100 by 6 It has no free parameters specified MATRIX Z This is a NULL matrix of order 5 by 5 MX PARAMETER ESTIMATES GROUP NUMBER: 1 G1: Parameter Specification MATRIX C This is a FULL matrix of order 5 by 1 1 1 5.714 2 9.502 3 5.565 4 9.942 5 5.979 MATRIX E This is a FULL matrix of order 5 by 1 1 1 6.959 2 6.889 3 2.610 4 6.629 5 6.735 MATRIX H This is a FULL matrix of order 5 by 1 1 1 4.935 2 5.873 3 6.678 4 7.887 5 8.927 MATRIX L This is a computed FULL matrix of order 10 by 6 [=(H|E|C|O_O|H|E|C)] 1 2 3 4 5 6 1 4.935 6.959 5.714 0.000 0.000 0.000 2 5.873 6.889 9.502 0.000 0.000 0.000 3 6.678 2.610 5.565 0.000 0.000 0.000 4 7.887 6.629 9.942 0.000 0.000 0.000 5 8.927 6.735 5.979 0.000 0.000 0.000 6 0.000 0.000 0.000 4.935 6.959 5.714 7 0.000 0.000 0.000 5.873 6.889 9.502 8 0.000 0.000 0.000 6.678 2.610 5.565 9 0.000 0.000 0.000 7.887 6.629 9.942 10 0.000 0.000 0.000 8.927 6.735 5.979 MATRIX O This is a NULL matrix of order 5 by 3 MATRIX P This is a SYMMETRIC matrix of order 6 by 6 1 2 3 4 5 6 1 1.000 2 0.000 1.000 3 0.000 0.000 1.000 4 1.000 0.000 0.000 1.000 5 0.000 0.000 0.000 0.000 1.000 6 0.000 0.000 1.000 0.000 0.000 1.000 MATRIX Q This is a SYMMETRIC matrix of order 6 by 6 1 2 3 4 5 6 1 1.000 2 0.000 1.000 3 0.000 0.000 1.000 4 0.500 0.000 0.000 1.000 5 0.000 0.000 0.000 0.000 1.000 6 0.000 0.000 1.000 0.000 0.000 1.000 MATRIX S This is a DIAGONAL matrix of order 5 by 5 1 2 3 4 5 1 3.070 2 0.000 3.183 3 0.000 0.000 3.057 4 0.000 0.000 0.000 3.069 5 0.000 0.000 0.000 0.000 3.000 MATRIX U This is a computed FULL matrix of order 10 by 10 [=((S*S')|Z)_(Z|(S*S'))] 1 2 3 4 5 6 7 8 1 9.427 0.000 0.000 0.000 0.000 0.000 0.000 0.000 2 0.000 10.129 0.000 0.000 0.000 0.000 0.000 0.000 3 0.000 0.000 9.345 0.000 0.000 0.000 0.000 0.000 4 0.000 0.000 0.000 9.418 0.000 0.000 0.000 0.000 5 0.000 0.000 0.000 0.000 8.997 0.000 0.000 0.000 6 0.000 0.000 0.000 0.000 0.000 9.427 0.000 0.000 7 0.000 0.000 0.000 0.000 0.000 0.000 10.129 0.000 8 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.345 9 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9 10 1 0.000 0.000 2 0.000 0.000 3 0.000 0.000 4 0.000 0.000 5 0.000 0.000 6 0.000 0.000 7 0.000 0.000 8 0.000 0.000 9 9.418 0.000 10 0.000 8.997 MATRIX Z This is a NULL matrix of order 5 by 5 GROUP NUMBER: 2 G2: MZ twins MATRIX C This is a FULL matrix of order 5 by 1 1 1 5.714 2 9.502 3 5.565 4 9.942 5 5.979 MATRIX E This is a FULL matrix of order 5 by 1 1 1 6.959 2 6.889 3 2.610 4 6.629 5 6.735 MATRIX H This is a FULL matrix of order 5 by 1 1 1 4.935 2 5.873 3 6.678 4 7.887 5 8.927 MATRIX L This is a computed FULL matrix of order 10 by 6 [=(H|E|C|O_O|H|E|C)] 1 2 3 4 5 6 1 4.935 6.959 5.714 0.000 0.000 0.000 2 5.873 6.889 9.502 0.000 0.000 0.000 3 6.678 2.610 5.565 0.000 0.000 0.000 4 7.887 6.629 9.942 0.000 0.000 0.000 5 8.927 6.735 5.979 0.000 0.000 0.000 6 0.000 0.000 0.000 4.935 6.959 5.714 7 0.000 0.000 0.000 5.873 6.889 9.502 8 0.000 0.000 0.000 6.678 2.610 5.565 9 0.000 0.000 0.000 7.887 6.629 9.942 10 0.000 0.000 0.000 8.927 6.735 5.979 MATRIX O This is a NULL matrix of order 5 by 3 MATRIX P This is a SYMMETRIC matrix of order 6 by 6 1 2 3 4 5 6 1 1.000 2 0.000 1.000 3 0.000 0.000 1.000 4 1.000 0.000 0.000 1.000 5 0.000 0.000 0.000 0.000 1.000 6 0.000 0.000 1.000 0.000 0.000 1.000 MATRIX Q This is a SYMMETRIC matrix of order 6 by 6 1 2 3 4 5 6 1 1.000 2 0.000 1.000 3 0.000 0.000 1.000 4 0.500 0.000 0.000 1.000 5 0.000 0.000 0.000 0.000 1.000 6 0.000 0.000 1.000 0.000 0.000 1.000 MATRIX S This is a DIAGONAL matrix of order 5 by 5 1 2 3 4 5 1 3.070 2 0.000 3.183 3 0.000 0.000 3.057 4 0.000 0.000 0.000 3.069 5 0.000 0.000 0.000 0.000 3.000 MATRIX U This is a computed FULL matrix of order 10 by 10 [=((S*S')|Z)_(Z|(S*S'))] 1 2 3 4 5 6 7 8 1 9.427 0.000 0.000 0.000 0.000 0.000 0.000 0.000 2 0.000 10.129 0.000 0.000 0.000 0.000 0.000 0.000 3 0.000 0.000 9.345 0.000 0.000 0.000 0.000 0.000 4 0.000 0.000 0.000 9.418 0.000 0.000 0.000 0.000 5 0.000 0.000 0.000 0.000 8.997 0.000 0.000 0.000 6 0.000 0.000 0.000 0.000 0.000 9.427 0.000 0.000 7 0.000 0.000 0.000 0.000 0.000 0.000 10.129 0.000 8 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.345 9 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9 10 1 0.000 0.000 2 0.000 0.000 3 0.000 0.000 4 0.000 0.000 5 0.000 0.000 6 0.000 0.000 7 0.000 0.000 8 0.000 0.000 9 9.418 0.000 10 0.000 8.997 MATRIX Z This is a NULL matrix of order 5 by 5 GROUP NUMBER: 3 G3: DZ twins MATRIX C This is a FULL matrix of order 5 by 1 1 1 5.714 2 9.502 3 5.565 4 9.942 5 5.979 MATRIX E This is a FULL matrix of order 5 by 1 1 1 6.959 2 6.889 3 2.610 4 6.629 5 6.735 MATRIX H This is a FULL matrix of order 5 by 1 1 1 4.935 2 5.873 3 6.678 4 7.887 5 8.927 MATRIX L This is a computed FULL matrix of order 10 by 6 [=(H|E|C|O_O|H|E|C)] 1 2 3 4 5 6 1 4.935 6.959 5.714 0.000 0.000 0.000 2 5.873 6.889 9.502 0.000 0.000 0.000 3 6.678 2.610 5.565 0.000 0.000 0.000 4 7.887 6.629 9.942 0.000 0.000 0.000 5 8.927 6.735 5.979 0.000 0.000 0.000 6 0.000 0.000 0.000 4.935 6.959 5.714 7 0.000 0.000 0.000 5.873 6.889 9.502 8 0.000 0.000 0.000 6.678 2.610 5.565 9 0.000 0.000 0.000 7.887 6.629 9.942 10 0.000 0.000 0.000 8.927 6.735 5.979 MATRIX O This is a NULL matrix of order 5 by 3 MATRIX P This is a SYMMETRIC matrix of order 6 by 6 1 2 3 4 5 6 1 1.000 2 0.000 1.000 3 0.000 0.000 1.000 4 1.000 0.000 0.000 1.000 5 0.000 0.000 0.000 0.000 1.000 6 0.000 0.000 1.000 0.000 0.000 1.000 MATRIX Q This is a SYMMETRIC matrix of order 6 by 6 1 2 3 4 5 6 1 1.000 2 0.000 1.000 3 0.000 0.000 1.000 4 0.500 0.000 0.000 1.000 5 0.000 0.000 0.000 0.000 1.000 6 0.000 0.000 1.000 0.000 0.000 1.000 MATRIX S This is a DIAGONAL matrix of order 5 by 5 1 2 3 4 5 1 3.070 2 0.000 3.183 3 0.000 0.000 3.057 4 0.000 0.000 0.000 3.069 5 0.000 0.000 0.000 0.000 3.000 MATRIX U This is a computed FULL matrix of order 10 by 10 [=((S*S')|Z)_(Z|(S*S'))] 1 2 3 4 5 6 7 8 1 9.427 0.000 0.000 0.000 0.000 0.000 0.000 0.000 2 0.000 10.129 0.000 0.000 0.000 0.000 0.000 0.000 3 0.000 0.000 9.345 0.000 0.000 0.000 0.000 0.000 4 0.000 0.000 0.000 9.418 0.000 0.000 0.000 0.000 5 0.000 0.000 0.000 0.000 8.997 0.000 0.000 0.000 6 0.000 0.000 0.000 0.000 0.000 9.427 0.000 0.000 7 0.000 0.000 0.000 0.000 0.000 0.000 10.129 0.000 8 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.345 9 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9 10 1 0.000 0.000 2 0.000 0.000 3 0.000 0.000 4 0.000 0.000 5 0.000 0.000 6 0.000 0.000 7 0.000 0.000 8 0.000 0.000 9 9.418 0.000 10 0.000 8.997 MATRIX Z This is a NULL matrix of order 5 by 5 GROUP NUMBER: 4 G4: Factor Scores Estimates of matrix X will be written to file: thdormz.fsc Estimates of matrix Y will be written to file: thdordz.fsc MATRIX B This is a computed FULL matrix of order 6 by 6 [=P*(P~-L'*E~*L)*P] 1 2 3 4 5 6 1 0.165 -0.060 -0.098 0.165 -0.060 -0.098 2 -0.060 0.216 -0.097 -0.060 0.169 -0.097 3 -0.098 -0.097 0.176 -0.098 -0.097 0.176 4 0.165 -0.060 -0.098 0.165 -0.060 -0.098 5 -0.060 0.169 -0.097 -0.060 0.216 -0.097 6 -0.098 -0.097 0.176 -0.098 -0.097 0.176 MATRIX C This is a FULL matrix of order 5 by 1 1 1 5.714 2 9.502 3 5.565 4 9.942 5 5.979 MATRIX D This is a computed FULL matrix of order 6 by 6 [=Q*(Q~-L'*F~*L)*Q] 1 2 3 4 5 6 1 0.240 -0.142 -0.093 0.073 0.028 -0.093 2 -0.142 0.302 -0.099 0.028 0.081 -0.099 3 -0.093 -0.099 0.173 -0.093 -0.099 0.173 4 0.073 0.028 -0.093 0.240 -0.142 -0.093 5 0.028 0.081 -0.099 -0.142 0.302 -0.099 6 -0.093 -0.099 0.173 -0.093 -0.099 0.173 MATRIX E This is a constrained SYMMETRIC matrix of order 10 by 10 1 2 3 4 5 6 7 8 1 114.864 2 131.222 182.364 3 82.913 110.071 91.715 4 141.861 186.449 125.289 214.399 5 125.090 155.636 110.461 174.492 169.800 6 57.005 83.277 64.752 95.731 78.217 114.864 7 83.277 124.773 92.092 140.783 109.236 131.222 182.364 8 64.752 92.092 75.560 107.990 92.884 82.913 110.071 91.715 9 95.731 140.783 107.990 161.044 129.847 141.861 186.449 125.289 10 78.217 109.236 92.884 129.847 115.440 125.090 155.636 110.461 9 10 1 2 3 4 5 6 7 8 9 214.399 10 174.492 169.800 MATRIX F This is a constrained SYMMETRIC matrix of order 10 by 10 1 2 3 4 5 6 7 8 1 114.864 2 131.222 182.364 3 82.913 110.071 91.715 4 141.861 186.449 125.289 214.399 5 125.090 155.636 110.461 174.492 169.800 6 44.830 68.787 48.275 76.272 56.191 114.864 7 68.787 107.528 72.483 117.624 83.022 131.222 182.364 8 48.275 72.483 53.262 81.657 63.077 82.913 110.071 91.715 9 76.272 117.624 81.657 129.942 94.643 141.861 186.449 125.289 10 56.191 83.022 63.077 94.643 75.592 125.090 155.636 110.461 9 10 1 2 3 4 5 6 7 8 9 214.399 10 174.492 169.800 MATRIX G This is a computed FULL matrix of order 1 by 6 [=\SQRT(\D2V(B))] 1 2 3 4 5 6 1 0.407 0.465 0.420 0.407 0.465 0.420 MATRIX H This is a FULL matrix of order 5 by 1 1 1 4.935 2 5.873 3 6.678 4 7.887 5 8.927 MATRIX J This is a computed FULL matrix of order 1 by 6 [=\SQRT(\D2V(D))] 1 2 3 4 5 6 1 0.490 0.550 0.416 0.490 0.550 0.416 MATRIX L This is a computed FULL matrix of order 10 by 6 [=(H|E|C|O_O|H|E|C)] 1 2 3 4 5 6 1 4.935 6.959 5.714 0.000 0.000 0.000 2 5.873 6.889 9.502 0.000 0.000 0.000 3 6.678 2.610 5.565 0.000 0.000 0.000 4 7.887 6.629 9.942 0.000 0.000 0.000 5 8.927 6.735 5.979 0.000 0.000 0.000 6 0.000 0.000 0.000 4.935 6.959 5.714 7 0.000 0.000 0.000 5.873 6.889 9.502 8 0.000 0.000 0.000 6.678 2.610 5.565 9 0.000 0.000 0.000 7.887 6.629 9.942 10 0.000 0.000 0.000 8.927 6.735 5.979 MATRIX M This is a FULL matrix of order 100 by 10 1 2 3 4 5 6 7 8 1 -19.726 -23.926 -12.687 -24.164 -27.026 -8.215 -10.618 -18.993 2 3.302 -0.042 -1.039 -2.308 1.541 5.014 -10.612 -1.241 3 7.971 15.159 11.006 15.264 7.784 -2.473 -0.658 -1.079 4 4.022 11.445 4.394 4.945 -3.313 -4.365 -0.569 -6.296 5 10.554 12.643 8.925 7.472 7.359 17.975 21.438 3.072 6 1.550 5.821 -9.661 8.442 4.919 -9.430 4.319 -7.114 7 -2.317 6.149 3.775 10.071 -4.154 6.327 19.647 7.844 8 2.099 4.126 7.168 15.316 13.328 18.853 21.484 6.779 9 18.514 23.593 10.807 28.570 19.642 16.457 20.196 7.853 10 -3.400 -15.043 -2.429 -5.984 -5.648 0.264 -0.435 0.624 11 4.870 2.535 2.933 8.789 13.491 -5.272 -4.971 6.128 12 6.411 19.504 14.706 12.685 7.602 36.667 53.119 27.359 13 3.589 1.820 6.418 4.869 9.803 -2.680 -0.244 2.770 14 -5.864 -13.186 -12.221 -11.685 -4.783 -2.630 -10.050 -6.533 15 0.470 4.865 -6.021 -0.751 -2.020 -9.888 -12.720 -4.291 16 0.437 4.380 -3.517 -3.207 -2.830 14.704 16.737 10.104 17 -3.059 -6.739 -2.261 -8.437 -2.276 -5.985 -8.434 -6.362 18 -3.821 -5.358 0.170 -6.390 4.089 13.852 10.128 3.869 19 12.878 21.492 7.175 27.566 10.788 0.874 6.866 6.589 20 -16.915 -22.103 -15.060 -22.959 -26.158 -13.942 -18.346 -15.666 21 15.802 19.473 17.106 17.167 23.847 10.580 21.139 16.880 22 0.683 10.140 9.495 13.963 1.889 7.567 6.857 5.304 23 1.696 0.461 -0.760 2.405 3.509 -11.344 -1.255 -4.943 24 -0.227 -1.273 -8.951 -7.302 -4.708 -3.602 -3.508 -15.180 25 15.731 29.265 24.401 29.500 21.423 20.812 35.025 23.953 26 -14.844 -21.200 -6.088 -20.193 -26.039 -19.812 -22.133 -16.719 27 7.528 3.872 0.357 4.588 -3.262 -2.110 -7.404 0.729 28 -14.232 -16.488 -16.051 -25.343 -12.106 -16.824 -23.456 -22.693 29 -30.270 -36.424 -29.345 -36.679 -28.733 -14.182 -29.753 -21.339 30 8.219 6.398 -1.198 2.511 9.465 0.476 0.649 3.499 31 0.833 3.865 6.571 1.369 11.565 7.836 4.766 3.078 32 28.982 27.842 13.720 26.415 20.746 24.239 31.394 19.840 33 0.560 -1.186 11.286 2.802 6.296 8.837 10.760 11.109 34 -13.648 -21.813 -1.182 -11.346 -10.379 3.961 -1.485 3.238 35 12.595 18.778 15.243 13.475 19.901 0.275 2.614 6.554 36 -1.116 -7.617 -2.519 -11.825 -2.623 -2.486 -7.475 -0.723 37 9.721 6.073 4.712 10.987 6.609 6.035 4.959 0.496 38 3.271 -4.331 1.473 -4.713 -6.290 -3.528 -4.619 -2.445 39 26.806 23.486 21.766 27.939 32.940 10.049 18.439 20.968 40 1.193 9.811 -0.921 10.685 1.871 10.246 12.629 -2.422 41 3.578 13.348 9.327 10.581 15.028 1.970 -0.610 8.910 42 -8.413 -20.925 -9.645 -19.958 -18.607 2.446 7.775 -3.884 43 8.680 2.147 -5.617 0.668 -8.549 -6.298 -4.406 -9.508 44 -10.968 -8.380 -13.156 -16.904 -22.456 7.576 -4.680 -12.216 45 17.116 25.989 16.881 22.224 18.033 9.472 18.953 9.302 46 13.483 8.127 2.900 15.968 14.310 2.158 1.048 -2.966 47 10.725 11.134 2.594 10.555 13.839 -9.911 -4.279 4.765 48 -1.922 8.272 3.408 10.079 -1.934 10.769 17.334 11.501 49 4.135 6.123 7.579 13.070 5.027 -1.934 8.069 7.523 50 -9.243 -22.677 -10.367 -21.024 -17.135 5.938 0.711 2.192 51 -1.704 1.544 2.073 -3.783 -5.501 5.733 7.271 2.567 52 27.528 28.934 22.148 32.553 26.743 10.028 19.432 15.152 53 11.730 4.270 10.941 14.858 10.780 13.217 13.010 11.393 54 1.348 3.062 -1.825 3.410 -3.667 4.983 5.292 1.097 55 9.482 10.537 4.823 11.021 8.672 -1.287 7.356 7.101 56 -5.912 -7.776 -10.139 -12.004 -14.603 -7.737 -11.876 -6.646 57 3.041 2.320 9.209 3.700 7.883 -4.459 3.017 9.468 58 -15.250 -17.645 -17.132 -14.837 -19.463 -14.201 -18.926 -12.710 59 -9.761 -15.228 -9.236 -13.644 -7.060 -2.339 -6.618 -3.771 60 -3.663 1.477 4.907 -2.571 0.470 4.007 10.204 4.994 61 3.487 0.745 0.172 1.230 -1.690 -10.931 -4.316 -9.746 62 -11.145 -30.353 -15.987 -22.031 -26.184 1.585 -10.336 -8.617 63 -8.608 -19.572 -11.169 -16.667 -13.569 -1.954 -2.085 -5.734 64 -3.175 -9.777 -6.304 -6.669 1.736 -10.929 -18.640 -10.400 65 1.272 11.337 6.312 10.332 2.913 14.897 17.892 13.544 66 12.783 16.787 8.764 17.627 10.536 18.040 24.733 15.043 67 -14.410 -18.291 -7.359 -20.830 -8.994 -4.518 -2.888 0.605 68 -0.949 2.164 5.296 8.388 2.026 -4.238 -3.838 4.479 69 -15.039 -20.300 -11.893 -21.843 -24.259 -13.730 -13.989 -13.417 70 -10.546 -8.277 -3.518 -11.457 -9.149 -16.352 -15.147 -7.454 71 -6.893 -18.293 -5.346 -17.230 -8.138 0.737 -4.519 -6.869 72 -17.588 -22.116 -14.409 -28.092 -23.773 -20.146 -20.384 -13.128 73 11.150 22.687 3.519 17.127 11.594 -5.191 3.348 3.973 74 11.748 5.406 1.801 4.651 3.963 -11.610 -18.976 -2.785 75 -3.314 -3.685 -4.477 -2.153 -11.003 -8.723 -13.879 -11.825 76 -3.397 -10.496 -5.406 -10.128 -6.769 2.644 0.957 1.008 77 21.635 27.661 21.833 29.141 28.403 0.308 17.865 14.739 78 -12.130 -16.088 -10.503 -14.963 -10.969 -4.314 -6.234 3.580 79 13.750 21.557 6.883 13.139 17.535 7.659 15.229 -1.590 80 -8.092 2.850 10.106 9.879 5.122 16.105 22.351 13.651 81 2.088 16.000 8.950 10.219 4.653 13.619 29.544 10.892 82 -5.151 1.820 11.179 11.325 3.220 11.707 14.963 16.871 83 7.161 3.888 6.304 4.961 -0.187 9.755 7.313 6.178 84 5.652 6.501 1.179 0.504 6.030 5.448 -2.845 1.339 85 0.421 0.973 -0.217 3.207 -8.774 -9.291 -1.992 -4.163 86 -16.874 -15.083 -17.965 -14.206 -20.117 -10.239 -7.237 -13.208 87 -27.169 -25.960 -21.136 -29.686 -24.064 -5.872 -3.798 -6.587 88 -0.806 -13.525 -8.482 -13.057 -14.970 -17.119 -20.041 -5.144 89 -1.140 0.883 2.363 2.014 1.051 -3.671 -4.782 -1.150 90 -9.110 -14.969 -7.998 -14.008 -14.052 -19.355 -20.968 -20.046 91 0.955 -7.133 -7.259 -3.477 -1.368 -9.231 -7.207 -9.802 92 -0.903 -1.452 0.639 4.408 3.942 3.748 0.435 -4.742 93 4.925 5.426 -0.966 3.737 7.514 11.075 6.634 7.831 94 -12.751 -9.899 -5.896 -3.707 -9.328 -1.863 -6.810 -5.140 95 -13.314 -18.376 -12.343 -18.298 -13.144 6.241 -1.505 -10.674 96 -2.484 -6.769 -1.678 1.186 5.903 9.664 5.391 11.419 97 -3.325 -11.401 -2.910 -17.688 -2.265 -12.913 -16.316 -3.331 98 -7.160 -7.474 -4.402 -16.018 -13.262 -12.197 -6.565 -7.399 99 4.142 6.846 0.270 7.480 5.318 -12.871 -13.105 -2.606 100 2.437 0.631 0.378 2.244 -2.001 2.502 1.494 5.123 9 10 1 -14.920 -23.432 2 1.303 0.207 3 0.383 -4.120 4 0.288 -5.755 5 18.707 19.784 6 -7.432 -11.274 7 19.064 12.955 8 25.664 26.397 9 24.528 17.656 10 -9.824 1.270 11 1.785 1.995 12 50.372 39.330 13 4.075 2.188 14 -12.878 2.411 15 -10.783 -9.589 16 19.930 10.335 17 -12.954 -9.741 18 8.392 18.940 19 8.897 8.127 20 -20.218 -21.290 21 19.222 23.541 22 7.855 2.750 23 -0.260 -7.693 24 -10.675 -10.738 25 36.477 27.388 26 -23.013 -22.183 27 -0.566 -4.581 28 -27.603 -15.582 29 -32.640 -16.575 30 -1.843 7.960 31 10.892 10.757 32 38.225 33.399 33 21.047 17.692 34 0.662 8.006 35 11.217 12.677 36 -8.352 -1.360 37 7.903 4.703 38 -0.565 -6.449 39 22.351 16.770 40 7.491 4.362 41 9.476 8.486 42 3.420 2.131 43 -11.541 -18.974 44 -11.179 -5.632 45 15.855 12.592 46 -2.514 1.590 47 -7.470 3.334 48 19.530 16.663 49 11.130 5.005 50 -3.242 2.544 51 11.086 5.682 52 25.833 16.885 53 22.068 11.212 54 11.886 -1.281 55 0.660 1.807 56 -7.612 -3.854 57 3.821 6.022 58 -26.074 -32.047 59 -2.538 0.216 60 4.528 10.943 61 -14.905 -12.677 62 -8.473 -5.114 63 -11.747 0.303 64 -21.549 -14.175 65 21.411 11.112 66 32.270 17.905 67 -3.432 -5.092 68 7.298 -3.470 69 -12.703 -13.164 70 -10.769 -8.941 71 -9.559 -1.253 72 -29.726 -28.319 73 -1.849 -11.831 74 -11.184 -12.665 75 -9.730 -17.073 76 -8.435 0.601 77 18.666 19.220 78 -7.601 3.038 79 13.964 3.510 80 25.315 16.975 81 19.517 17.500 82 21.109 17.351 83 7.289 4.370 84 7.255 2.803 85 -3.418 -7.136 86 -17.639 -15.798 87 -11.516 -13.750 88 -16.256 -12.152 89 1.045 -6.279 90 -20.608 -18.383 91 -10.650 -13.624 92 -7.400 -0.234 93 9.934 11.386 94 -3.162 -2.835 95 -3.717 -4.539 96 18.483 12.258 97 -12.994 -11.930 98 -11.355 -9.900 99 -10.953 -14.336 100 10.796 -1.237 MATRIX N This is a FULL matrix of order 100 by 10 1 2 3 4 5 6 7 8 1 -10.954 -9.185 -9.788 -12.555 -11.764 -3.567 -4.596 -5.656 2 7.537 14.199 0.500 10.149 6.770 21.001 17.576 14.709 3 1.653 8.411 6.531 13.526 6.405 1.539 7.088 10.074 4 -23.797 -20.513 -10.476 -25.033 -22.084 9.108 8.570 0.649 5 10.422 16.434 5.512 9.443 6.401 4.817 5.188 1.356 6 6.680 3.974 9.365 8.582 11.856 -2.931 -7.231 3.648 7 11.275 14.998 7.901 9.579 13.895 11.098 14.076 10.620 8 0.102 5.509 -3.411 2.359 -3.084 6.879 5.851 2.517 9 0.663 5.726 9.155 4.024 10.981 15.159 10.954 11.298 10 -1.627 -5.091 -7.479 -12.604 -6.749 -22.844 -28.548 -19.278 11 -2.223 -3.484 -9.277 -7.867 -7.875 -5.151 -5.905 -7.233 12 -8.268 -7.700 -9.194 -14.047 -11.416 -21.700 -18.366 -15.419 13 -5.971 6.070 -0.022 4.779 -0.498 -2.516 4.495 4.961 14 -0.752 5.060 2.842 1.172 5.330 10.611 16.243 15.617 15 -17.497 -26.256 -16.555 -27.564 -25.689 -30.667 -33.554 -23.287 16 15.217 16.987 19.939 25.812 25.950 18.462 17.421 7.185 17 12.045 12.786 3.473 11.441 10.134 13.620 12.616 12.881 18 -14.191 -20.045 -16.529 -24.507 -12.209 -18.283 -24.275 -10.159 19 -6.452 -5.486 -0.246 -5.592 -8.389 10.904 6.830 7.933 20 -15.012 -19.372 -10.200 -20.144 -19.567 -6.754 -12.139 0.108 21 -14.314 -18.939 -6.432 -17.749 -17.675 -3.522 -2.754 3.966 22 -16.524 -23.358 -16.376 -22.030 -18.466 -8.631 -12.835 -10.707 23 -13.400 -16.592 -5.541 -19.451 -9.912 -2.952 -1.015 -5.618 24 -9.269 -11.297 -7.325 -12.984 -9.712 -3.955 0.364 2.631 25 -11.709 -13.033 -11.895 -14.714 -11.745 -12.261 -8.473 -7.564 26 25.780 26.439 20.162 32.611 29.126 7.114 7.612 8.947 27 6.335 6.480 15.341 7.950 16.173 3.509 -1.992 2.283 28 4.540 -1.935 0.728 -4.260 -5.201 -0.678 -3.039 -9.891 29 -16.857 -26.536 -18.999 -29.312 -17.624 -20.392 -23.802 -18.054 30 0.385 -4.757 -1.114 -5.266 -3.181 7.222 5.712 0.337 31 20.480 26.830 14.556 23.792 16.345 0.533 8.206 3.143 32 -8.924 -10.659 -3.113 -13.558 -7.261 -7.252 -6.780 -14.795 33 13.345 11.861 3.312 14.131 13.889 6.190 -3.946 0.999 34 -11.574 -13.379 -9.455 -17.309 -13.512 21.127 12.956 8.148 35 17.604 11.322 12.130 21.011 15.232 7.008 8.050 10.529 36 11.198 4.530 0.932 7.882 12.129 -5.606 -10.420 2.410 37 0.219 5.048 5.338 8.926 11.950 5.186 10.260 12.355 38 4.460 -0.083 -6.518 -0.708 -5.606 -15.582 -17.274 -9.613 39 -2.301 -5.085 1.756 0.039 -2.393 5.745 12.138 8.658 40 10.064 12.618 10.957 9.332 8.979 7.918 6.452 11.703 41 -2.993 6.649 -2.924 -6.531 -7.778 0.336 3.862 -5.936 42 -17.483 -16.528 -9.475 -17.880 -18.094 -13.204 -13.401 -14.329 43 -0.988 4.166 5.027 3.814 0.042 1.008 -7.918 -11.444 44 -9.986 -7.988 -8.140 -15.260 -13.164 14.465 11.895 2.840 45 -6.427 -14.294 -14.747 -24.392 -16.475 2.012 -11.966 -3.825 46 2.092 12.308 5.299 7.327 6.567 14.765 19.133 11.699 47 9.253 12.388 10.175 19.850 14.039 15.073 24.188 10.677 48 3.411 3.094 -0.487 1.081 2.624 5.635 -0.296 4.586 49 8.626 10.239 10.607 9.667 10.678 -2.545 1.510 -3.318 50 -6.018 -2.292 -16.599 -13.621 -16.474 4.608 8.560 -1.831 51 -7.321 -3.906 6.296 -2.760 -7.507 2.893 8.227 12.011 52 1.828 3.570 -3.240 4.416 6.366 -9.438 -6.052 0.150 53 -3.687 -4.358 -4.420 -9.576 -9.026 -10.041 -9.082 -1.673 54 -2.099 -15.597 0.935 -11.726 -2.888 -4.462 -9.738 -0.500 55 1.551 -0.286 8.223 5.291 5.193 9.444 5.202 0.197 56 -19.462 -19.630 -19.048 -19.896 -18.900 -2.047 3.027 -7.985 57 9.914 15.765 11.645 14.903 14.564 5.251 11.585 1.749 58 0.771 2.553 7.481 4.481 1.303 -1.404 2.891 -1.785 59 3.102 3.095 0.679 -4.080 8.375 -7.178 -6.176 -6.579 60 -17.395 -14.426 -13.725 -22.774 -17.710 -7.496 -12.584 -15.848 61 -2.865 -3.463 5.462 -3.721 -3.854 1.378 0.878 -1.609 62 5.093 3.968 -7.280 2.030 -6.580 22.924 22.472 15.972 63 -4.453 -19.185 -3.670 -6.774 -3.890 9.495 9.590 -1.374 64 -5.709 -13.456 -13.325 -9.453 -10.160 -15.745 -13.103 -3.397 65 -16.418 -25.100 -19.862 -25.080 -30.118 6.137 5.844 -5.527 66 9.852 12.012 9.938 10.227 3.431 10.549 19.739 9.906 67 2.008 7.225 8.546 7.598 2.696 18.016 18.967 13.564 68 0.822 -0.609 -2.088 -2.353 1.548 6.735 -0.656 9.739 69 5.242 11.584 7.583 11.496 11.797 -2.097 -5.219 -9.224 70 -5.896 -9.372 -9.968 -4.676 -14.063 -0.081 -10.151 -9.439 71 2.091 7.778 -7.113 -1.951 -2.004 -3.466 2.399 1.747 72 8.996 8.256 3.227 2.570 -0.606 -9.241 -5.159 -2.920 73 9.917 15.717 11.369 15.841 21.945 -8.548 -12.582 -7.534 74 -27.183 -33.801 -14.745 -37.113 -30.466 -6.449 -13.707 -3.145 75 -11.608 -10.095 -2.163 -12.948 -12.030 10.970 1.062 1.508 76 -5.957 -1.221 -7.502 -8.235 -9.594 -6.666 -6.575 -4.962 77 -16.826 -19.898 -17.783 -25.037 -24.758 -5.741 -15.269 -6.877 78 16.411 18.437 13.548 13.987 18.309 6.379 10.473 8.546 79 -3.991 2.237 -4.959 -5.559 1.169 -13.688 -17.039 -8.988 80 -3.999 -2.026 -3.283 0.034 -7.938 -3.053 -1.904 -1.901 81 16.596 12.116 10.331 23.042 16.452 5.094 6.311 2.431 82 -3.533 5.036 -1.557 5.331 2.345 2.715 -4.289 -4.112 83 -0.635 -3.736 -3.616 -4.910 -5.353 8.009 12.097 3.559 84 12.891 27.976 16.570 22.311 18.355 6.349 10.455 3.120 85 -14.686 -21.754 -15.163 -30.075 -30.034 -3.480 -11.821 -12.728 86 -1.165 -2.445 -4.368 -3.947 -4.424 -2.435 -13.284 -11.446 87 2.737 -0.934 -1.799 -2.235 -3.091 -4.370 -4.065 -2.106 88 3.363 11.020 7.025 9.374 7.458 0.642 5.805 6.313 89 11.423 6.695 2.110 10.510 14.343 -13.949 -14.786 -7.012 90 -7.912 -8.402 5.375 -7.242 -10.237 8.978 3.012 -5.558 91 2.935 -1.861 -1.247 1.286 2.642 -6.074 -1.287 7.762 92 5.436 0.684 9.733 5.076 14.210 19.884 23.976 14.770 93 1.894 -0.666 3.598 1.597 3.710 6.774 4.924 8.633 94 1.834 3.282 -5.075 0.127 -3.171 10.394 17.255 3.367 95 5.528 -0.078 3.274 0.037 12.561 -10.807 -10.910 -2.899 96 3.411 -0.595 -6.366 -7.927 -1.550 -4.211 1.724 2.292 97 -14.987 -20.178 -12.110 -19.829 -16.517 -4.002 -6.670 -2.259 98 -0.517 -0.276 -4.678 0.008 -1.721 0.212 1.855 -3.169 99 26.586 23.132 9.715 29.243 16.723 5.577 10.586 2.148 100 19.018 21.415 11.378 25.119 23.372 19.049 22.183 11.496 9 10 1 -6.787 -3.505 2 23.426 14.035 3 10.879 14.644 4 6.942 2.578 5 7.550 -3.021 6 -10.342 1.334 7 15.976 16.574 8 9.169 2.804 9 15.791 11.970 10 -29.499 -29.440 11 -8.848 -12.639 12 -26.998 -28.452 13 -1.793 -4.895 14 18.225 19.597 15 -39.971 -34.404 16 24.822 20.254 17 16.279 6.799 18 -23.810 -13.892 19 8.999 12.678 20 -10.149 -4.529 21 -7.021 4.090 22 -11.683 -15.257 23 -4.756 8.404 24 -3.081 -2.399 25 -14.359 -10.684 26 8.487 8.016 27 6.143 5.714 28 -2.325 0.222 29 -27.701 -22.272 30 8.731 13.211 31 7.092 -5.667 32 -12.465 -17.523 33 1.086 5.520 34 9.377 13.264 35 12.067 11.306 36 -5.633 -6.010 37 12.195 16.102 38 -15.849 -20.139 39 14.807 10.041 40 11.771 12.471 41 -4.480 -9.847 42 -15.746 -17.051 43 -6.254 -15.350 44 11.958 18.711 45 -12.360 -6.446 46 13.267 18.616 47 19.885 17.869 48 2.632 5.969 49 1.383 -1.298 50 0.527 -0.009 51 12.627 12.335 52 -7.419 -6.097 53 -5.754 -6.343 54 -10.081 -0.973 55 -0.286 12.118 56 -1.604 -10.431 57 14.968 3.747 58 6.084 1.723 59 -12.227 -3.297 60 -16.913 -8.310 61 -2.302 -7.247 62 29.583 24.613 63 3.802 5.249 64 -12.791 -10.626 65 -0.940 7.455 66 18.225 14.688 67 28.493 23.814 68 7.224 11.030 69 -5.846 -12.499 70 -12.661 -7.918 71 3.344 -5.169 72 -14.324 -11.563 73 -11.859 -8.976 74 -7.041 -8.272 75 2.997 5.727 76 -7.341 -9.423 77 -6.700 -4.538 78 21.201 15.302 79 -9.182 -17.608 80 -0.675 -1.883 81 9.130 5.939 82 -0.408 -0.627 83 10.682 9.046 84 9.594 7.668 85 -12.610 -3.751 86 -12.356 -16.162 87 -4.553 -7.749 88 3.769 -0.664 89 -13.111 -13.524 90 1.550 -1.233 91 1.083 -1.949 92 20.660 21.084 93 6.014 11.127 94 8.559 8.535 95 -3.927 3.138 96 7.461 -4.848 97 -11.747 -3.324 98 2.336 3.548 99 4.061 1.515 100 24.929 15.281 MATRIX O This is a NULL matrix of order 5 by 3 MATRIX P This is a SYMMETRIC matrix of order 6 by 6 1 2 3 4 5 6 1 1.000 2 0.000 1.000 3 0.000 0.000 1.000 4 1.000 0.000 0.000 1.000 5 0.000 0.000 0.000 0.000 1.000 6 0.000 0.000 1.000 0.000 0.000 1.000 MATRIX Q This is a SYMMETRIC matrix of order 6 by 6 1 2 3 4 5 6 1 1.000 2 0.000 1.000 3 0.000 0.000 1.000 4 0.500 0.000 0.000 1.000 5 0.000 0.000 0.000 0.000 1.000 6 0.000 0.000 1.000 0.000 0.000 1.000 MATRIX S This is a DIAGONAL matrix of order 5 by 5 1 2 3 4 5 1 3.070 2 0.000 3.183 3 0.000 0.000 3.057 4 0.000 0.000 0.000 3.069 5 0.000 0.000 0.000 0.000 3.000 MATRIX U This is a computed FULL matrix of order 10 by 10 [=((S*S')|Z)_(Z|(S*S'))] 1 2 3 4 5 6 7 8 1 9.427 0.000 0.000 0.000 0.000 0.000 0.000 0.000 2 0.000 10.129 0.000 0.000 0.000 0.000 0.000 0.000 3 0.000 0.000 9.345 0.000 0.000 0.000 0.000 0.000 4 0.000 0.000 0.000 9.418 0.000 0.000 0.000 0.000 5 0.000 0.000 0.000 0.000 8.997 0.000 0.000 0.000 6 0.000 0.000 0.000 0.000 0.000 9.427 0.000 0.000 7 0.000 0.000 0.000 0.000 0.000 0.000 10.129 0.000 8 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.345 9 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9 10 1 0.000 0.000 2 0.000 0.000 3 0.000 0.000 4 0.000 0.000 5 0.000 0.000 6 0.000 0.000 7 0.000 0.000 8 0.000 0.000 9 9.418 0.000 10 0.000 8.997 MATRIX V This is a computed FULL matrix of order 6 by 10 [=P*L'*(L*P*L'+U)~] 1 2 3 4 5 6 7 8 1 -0.017 -0.037 0.043 -0.007 0.054 -0.017 -0.037 0.043 2 0.070 0.022 -0.040 0.000 0.038 0.035 -0.010 -0.053 3 -0.016 0.043 0.008 0.036 -0.052 -0.016 0.043 0.008 4 -0.017 -0.037 0.043 -0.007 0.054 -0.017 -0.037 0.043 5 0.035 -0.010 -0.053 -0.033 0.003 0.070 0.022 -0.040 6 -0.016 0.043 0.008 0.036 -0.052 -0.016 0.043 0.008 9 10 1 -0.007 0.054 2 -0.033 0.003 3 0.036 -0.052 4 -0.007 0.054 5 0.000 0.038 6 0.036 -0.052 MATRIX W This is a computed FULL matrix of order 6 by 10 [=Q*L'*(L*Q*L'+U)~] 1 2 3 4 5 6 7 8 1 -0.035 -0.044 0.077 0.003 0.070 0.003 -0.025 0.005 2 0.089 0.031 -0.076 -0.010 0.020 0.015 -0.021 -0.016 3 -0.016 0.042 0.009 0.036 -0.051 -0.016 0.042 0.009 4 0.003 -0.025 0.005 -0.016 0.032 -0.035 -0.044 0.077 5 0.015 -0.021 -0.016 -0.023 0.023 0.089 0.031 -0.076 6 -0.016 0.042 0.009 0.036 -0.051 -0.016 0.042 0.009 9 10 1 -0.016 0.032 2 -0.023 0.023 3 0.036 -0.051 4 0.003 0.070 5 -0.010 0.020 6 0.036 -0.051 MATRIX X This is a computed FULL matrix of order 100 by 6 [=(V*M')'] 1 2 3 4 5 6 1 -2.085 -1.142 -0.085 -2.085 0.033 -0.085 2 0.252 0.638 -0.734 0.252 0.429 -0.734 3 -0.108 0.689 0.993 -0.108 -1.251 0.993 4 -1.003 0.387 1.120 -1.003 -0.669 1.120 5 0.070 0.603 0.646 0.070 1.875 0.646 6 -1.313 1.026 0.791 -1.313 -0.465 0.791 7 -0.239 -1.338 1.735 -0.239 0.348 1.735 8 1.171 -0.252 0.296 1.171 1.683 0.296 9 0.254 1.289 1.461 0.254 0.866 1.461 10 0.416 -0.367 -0.974 0.416 0.384 -0.974 11 1.252 0.277 -0.450 1.252 -0.910 -0.450 12 0.521 -1.728 2.621 0.521 2.929 2.621 13 0.910 0.037 -0.174 0.910 -0.589 -0.174 14 0.230 0.412 -1.783 0.230 0.913 -1.783 15 -0.545 0.649 -0.085 -0.545 -0.849 -0.085 16 -0.458 -0.674 0.937 -0.458 1.625 0.937 17 -0.163 0.267 -0.728 -0.163 -0.355 -0.728 18 1.062 -0.285 -1.049 1.062 1.885 -1.049 19 0.090 0.815 1.448 0.090 -0.789 1.448 20 -1.586 -0.893 -0.591 -1.586 -0.415 -0.591 21 1.841 0.418 0.452 1.841 0.344 0.452 22 -0.026 -0.387 1.269 -0.026 -0.480 1.269 23 -0.294 0.159 0.367 -0.294 -0.886 0.367 24 -1.512 1.180 -0.186 -1.512 0.586 -0.186 25 1.291 -0.488 2.424 1.291 0.307 2.424 26 -1.115 -1.104 -0.552 -1.115 -1.403 -0.552 27 -0.369 0.439 0.327 -0.369 -0.469 0.327 28 -0.809 0.578 -2.016 -0.809 -0.019 -2.016 29 -0.974 -0.817 -2.704 -0.974 0.623 -2.704 30 0.632 1.025 -0.700 0.632 0.437 -0.700 31 1.076 0.046 -0.408 1.076 0.559 -0.408 32 0.852 1.141 1.498 0.852 2.007 1.498 33 1.588 -1.244 0.058 1.588 0.429 0.058 34 1.054 -1.784 -1.096 1.054 0.580 -1.096 35 1.529 0.723 0.088 1.529 -0.665 0.088 36 0.400 0.064 -1.141 0.400 0.204 -1.141 37 0.033 0.752 0.363 0.033 0.364 0.363 38 -0.362 -0.108 0.085 -0.362 -0.273 0.085 39 2.021 1.097 0.797 2.021 -0.411 0.797 40 -0.951 0.519 1.091 -0.951 0.886 1.091 41 1.359 0.044 0.107 1.359 -0.731 0.107 42 -0.777 -1.253 -0.320 -0.777 1.623 -0.320 43 -2.025 1.212 0.786 -2.025 -0.340 0.786 44 -1.884 0.049 -0.265 -1.884 1.606 -0.265 45 0.422 0.905 1.507 0.422 -0.087 1.507 46 0.162 1.850 -0.194 0.162 0.094 -0.194 47 0.961 1.111 -0.443 0.961 -1.037 -0.443 48 0.145 -1.186 1.386 0.145 0.619 1.386 49 0.468 -0.602 1.051 0.468 -0.816 1.051 50 -0.112 -1.168 -1.075 -0.112 1.554 -1.075 51 -0.233 -0.742 0.608 -0.233 0.592 0.608 52 1.152 1.196 1.630 1.152 -0.377 1.630 53 0.839 -0.104 0.722 0.839 0.487 0.722 54 -0.820 -0.245 1.066 -0.820 0.355 1.066 55 0.205 0.506 0.613 0.205 -0.524 0.613 56 -0.634 -0.277 -0.514 -0.634 0.098 -0.514 57 1.335 -0.608 -0.050 1.335 -0.905 -0.050 58 -1.950 -0.340 -0.145 -1.950 -1.102 -0.145 59 0.188 -0.632 -1.083 0.188 0.597 -1.083 60 0.598 -0.753 0.052 0.598 0.397 0.052 61 -0.838 0.829 0.140 -0.838 -0.885 0.140 62 -0.889 -0.895 -1.269 -0.889 1.475 -1.269 63 -0.276 -0.438 -1.239 -0.276 1.075 -1.239 64 0.084 0.930 -1.508 0.084 -0.729 -1.508 65 0.048 -0.878 1.581 0.048 0.555 1.581 66 0.172 -0.152 1.817 0.172 1.112 1.817 67 0.214 -1.502 -0.812 0.214 0.152 -0.812 68 0.384 -0.754 0.732 0.384 -1.301 0.732 69 -1.131 -1.163 -0.526 -1.131 -0.242 -0.526 70 0.019 -0.801 -0.535 0.019 -1.244 -0.535 71 0.092 -0.215 -1.463 0.092 0.967 -1.463 72 -1.405 -0.909 -0.833 -1.405 -1.140 -0.833 73 -0.852 1.164 1.652 -0.852 -1.469 1.652 74 0.027 1.289 -0.375 0.027 -1.472 -0.375 75 -1.292 0.195 0.337 -1.292 -0.880 0.337 76 -0.032 -0.192 -0.784 -0.032 0.784 -0.784 77 1.781 0.779 1.155 1.781 -1.038 1.155 78 0.528 -1.201 -1.161 0.528 0.308 -1.161 79 -0.534 1.551 1.171 -0.534 0.559 1.171 80 0.916 -1.904 1.271 0.916 0.535 1.271 81 -0.089 -0.704 1.792 -0.089 0.916 1.792 82 1.372 -1.944 0.947 1.372 -0.042 0.947 83 -0.019 0.027 0.543 -0.019 0.463 0.543 84 0.210 0.631 -0.176 0.210 0.437 -0.176 85 -0.861 -0.264 0.882 -0.861 -0.909 0.882 86 -1.788 -0.581 -0.066 -1.788 0.001 -0.066 87 -1.303 -1.987 -0.504 -1.303 0.618 -0.504 88 -0.316 -0.185 -0.918 -0.316 -0.922 -0.918 89 -0.027 -0.185 0.301 -0.027 -0.790 0.301 90 -0.923 0.074 -0.886 -0.923 -1.003 -0.886 91 -0.783 0.742 -0.354 -0.783 -0.317 -0.354 92 0.033 0.653 -0.423 0.033 0.267 -0.423 93 0.510 0.387 -0.168 0.510 1.096 -0.168 94 -0.226 -0.843 -0.192 -0.226 -0.109 -0.192 95 -0.948 -0.414 -0.805 -0.948 1.612 -0.805 96 1.195 -0.933 -0.328 1.195 0.846 -0.328 97 0.469 -0.150 -1.357 0.469 -0.830 -1.357 98 -0.728 -0.600 -0.178 -0.728 -0.512 -0.178 99 -0.187 0.776 0.194 -0.187 -1.793 0.194 100 -0.191 -0.472 0.700 -0.191 -0.069 0.700 MATRIX Y This is a computed FULL matrix of order 100 by 6 [=(W*N')'] 1 2 3 4 5 6 1 -0.748 -0.408 -0.412 -0.400 0.176 -0.412 2 -0.581 0.588 1.168 0.387 1.056 1.168 3 0.737 -0.302 0.569 1.280 -0.654 0.569 4 -0.895 -2.289 -0.020 -0.368 1.319 -0.020 5 -0.526 0.739 1.164 -0.784 -0.001 1.164 6 1.570 0.475 -0.804 0.978 -0.684 -0.804 7 0.558 0.754 0.410 1.004 0.604 0.410 8 -0.891 0.142 0.783 -0.378 0.375 0.783 9 1.168 -0.558 0.189 0.930 0.808 0.189 10 -0.728 0.832 -0.951 -1.492 -1.388 -0.951 11 -1.226 0.399 0.005 -1.119 -0.062 0.005 12 -1.082 -0.079 -0.301 -1.702 -1.363 -0.301 13 -0.304 -0.684 1.006 -0.346 -0.879 1.006 14 0.440 -0.434 0.345 1.574 0.393 0.345 15 -1.209 -0.581 -1.494 -1.615 -1.662 -1.494 16 2.047 0.297 0.639 0.767 1.332 0.639 17 -0.234 0.795 0.944 0.350 0.413 0.944 18 -0.370 0.017 -2.001 0.275 -0.872 -2.001 19 0.013 -0.855 -0.037 0.774 0.695 -0.037 20 -0.525 -1.052 -0.934 0.519 -0.606 -0.934 21 -0.117 -1.333 -0.847 0.932 -0.255 -0.847 22 -1.064 -0.855 -0.873 -0.841 0.058 -0.873 23 0.366 -0.905 -1.373 0.638 0.808 -1.373 24 -0.491 -0.766 -0.254 0.263 -0.263 -0.254 25 -0.766 -0.418 -0.609 -0.476 -0.482 -0.609 26 1.607 1.609 0.770 0.615 -0.317 0.770 27 1.983 -0.116 -0.404 0.890 0.033 -0.404 28 -0.329 0.500 -0.343 -0.623 0.700 -0.343 29 -0.840 -0.309 -1.890 -0.832 -0.450 -1.890 30 0.038 0.049 -0.473 0.571 1.136 -0.473 31 -0.065 1.110 1.865 -0.913 -0.789 1.865 32 -0.295 -0.736 -0.321 -1.636 0.339 -0.321 33 0.560 1.691 -0.377 0.403 0.341 -0.377 34 -0.667 -0.811 -0.458 0.360 2.174 -0.458 35 0.983 0.828 0.476 1.016 -0.133 0.476 36 0.505 1.312 -0.533 0.596 -0.909 -0.533 37 1.189 -0.331 0.063 1.620 -0.086 0.063 38 -1.107 0.971 0.006 -1.071 -1.366 0.006 39 0.114 -0.961 0.486 0.726 0.262 0.486 40 0.718 0.345 0.397 1.153 -0.157 0.397 41 -1.353 -0.033 0.893 -1.681 0.285 0.893 42 -0.775 -1.235 -0.415 -1.266 -0.440 -0.415 43 -0.001 -0.228 0.468 -1.803 0.206 0.468 44 -0.718 -0.544 -0.358 0.481 1.882 -0.358 45 -1.222 0.513 -1.367 -0.196 0.726 -1.367 46 0.282 -0.028 0.672 0.692 0.916 0.672 47 0.699 0.004 1.151 0.429 1.002 1.151 48 0.091 0.570 -0.291 0.591 0.265 -0.291 49 0.706 0.310 0.386 -0.306 -0.201 0.386 50 -2.378 0.373 0.472 -1.040 0.963 0.472 51 0.436 -1.697 0.537 1.270 -0.523 0.537 52 0.037 0.614 -0.132 0.196 -1.033 -0.132 53 -0.603 -0.151 -0.173 0.106 -0.991 -0.173 54 0.960 -0.315 -1.539 0.941 -0.086 -1.539 55 1.268 -0.130 -0.587 0.436 1.123 -0.587 56 -1.727 -1.231 0.106 -1.364 0.777 0.106 57 0.523 0.163 1.175 -0.333 0.233 1.175 58 0.408 -0.596 0.519 -0.130 -0.164 0.519 59 0.573 0.863 -0.962 0.027 -0.009 -0.962 60 -0.893 -0.461 -1.120 -0.992 0.540 -1.120 61 0.168 -0.900 0.297 -0.685 0.093 0.297 62 -1.469 0.473 0.961 0.871 1.608 0.961 63 0.323 -0.720 -0.706 -0.052 1.770 -0.706 64 -0.838 0.132 -0.672 0.169 -1.231 -0.672 65 -1.922 -0.812 -0.671 -0.468 1.785 -0.671 66 -0.081 -0.044 1.294 0.323 0.475 1.294 67 0.431 -0.730 0.940 1.155 0.963 0.940 68 0.266 0.314 -0.563 1.431 0.133 -0.563 69 0.515 0.433 0.439 -1.340 -0.114 0.439 70 -0.985 0.186 -0.417 -1.081 0.420 -0.417 71 -1.396 0.618 0.810 -0.461 -0.524 0.810 72 -0.526 0.854 0.328 -0.750 -1.005 0.328 73 1.569 1.098 -0.367 -0.239 -0.854 -0.367 74 -0.771 -2.345 -1.244 0.302 -0.150 -1.244 75 -0.041 -1.104 -0.413 0.121 1.073 -0.413 76 -1.076 -0.033 0.161 -0.740 -0.504 0.161 77 -1.410 -0.597 -1.001 -0.022 -0.021 -1.001 78 0.919 0.817 0.618 1.129 0.066 0.618 79 -0.355 0.272 -0.165 -0.679 -1.184 -0.165 80 -0.599 -0.330 0.374 -0.324 -0.366 0.374 81 0.808 0.983 0.567 0.128 0.159 0.567 82 0.045 0.140 0.081 -0.424 0.210 0.081 83 -0.623 -0.183 0.251 0.102 1.000 0.251 84 0.797 0.663 1.316 -0.229 -0.050 1.316 85 -1.577 -0.504 -1.204 -0.689 0.831 -1.204 86 -0.562 0.442 -0.296 -1.420 0.144 -0.296 87 -0.517 0.293 0.084 -0.426 -0.391 0.084 88 0.289 -0.159 0.895 0.027 -0.633 0.895 89 0.570 1.443 -0.479 -0.208 -1.213 -0.479 90 0.182 -1.404 0.130 -0.958 1.178 0.130 91 0.045 0.081 0.031 0.848 -1.085 0.031 92 1.418 -0.439 -0.003 1.338 1.713 -0.003 93 0.708 -0.089 -0.322 1.140 0.291 -0.322 94 -1.069 0.322 0.687 -0.457 1.242 0.687 95 1.332 0.768 -1.304 1.295 -0.652 -1.304 96 -1.041 0.398 0.328 0.005 -0.355 0.328 97 -0.497 -0.844 -1.086 0.181 0.137 -1.086 98 -0.435 0.308 -0.011 -0.151 0.394 -0.011 99 -0.210 2.136 1.279 -0.769 0.108 1.279 100 0.618 1.099 1.272 0.301 1.159 1.272 MATRIX Z This is a NULL matrix of order 5 by 5 Your model has 20 estimated parameters and 110 Observed statistics Chi-squared fit of model >>>>>>> 78.173 Degrees of freedom >>>>>>>>>>>>> 90 Probability >>>>>>>>>>>>>>>>>>>> 0.809 Akaike's Information Criterion > -101.827 RMSEA >>>>>>>>>>>>>>>>>>>>>>>>>> 0.000 This problem used 4.5% of my workspace Task Time elapsed (DD:HH:MM:SS) Reading script & data 0: 0: 0: 0.11 Execution 0: 0: 0: 0.99 TOTAL 0: 0: 0: 1.10 Total number of warnings issued: 1 ______________________________________________________________________________