** Mx startup successful ** **MX-Linux version 1.54** ! Multiformity model. ! You can express B&A if you are above second threshold on A or ! above the second threshold on B ! A & B are otherwise independent. ! ! Control correlation matrix A factor The following MX script lines were read for group 1 TITLE DA CALC NG=6 MATRICES A LO 1 1 FIXED C LO 1 1 FREE H FU 1 1 I ID 1 1 BEGIN ALGEBRA; X = A*A' ; Y = C*C' ; END ALGEBRA; COMPUTE I|H@X+Y_ H@X+Y|I; MATRIX A 0 MATRIX H .5 OPTION RS END The following MX script lines were read for group 2 G2 CALCULATION GROUP CLINICAL CORRELATION MATRIX A FACTOR DA CALC MATRICES A LO 1 1 =A1 C LO 1 1 =C1 H FU 1 1 I ID 1 1 BEGIN ALGEBRA; X = A*A' ; Y = C*C' ; END ALGEBRA ; COMPUTE I|H@X+Y_ H@X+Y|I ; MATRIX H .5 OPTION RS END The following MX script lines were read for group 3 G3 CONTROL CORRELATION MATRIX B FACTOR DA CALC MATRICES A LO 1 1 FIXED C LO 1 1 FREE H FU 1 1 I ID 1 1 BEGIN ALGEBRA; X = A*A' ; Y = C*C' ; END ALGEBRA; COMPUTE I|H@X+Y_ H@X+Y|I; MATRIX A 0 MATRIX H .5 OPTION RS END The following MX script lines were read for group 4 G4 CALCULATION GROUP CLINICAL CORRELATION MATRIX B FACTOR DA CALC MATRICES A LO 1 1 =A3 C LO 1 1 =C3 H FU 1 1 I ID 1 1 BEGIN ALGEBRA; X = A*A' ; Y = C*C' ; END ALGEBRA ; COMPUTE I|H@X+Y_ H@X+Y|I ; MATRIX H .5 OPTION RS END The following MX script lines were read for group 5 COMPUTE PREDICTED CONTROL GROUP PROPORTIONS DATA NI=6 ORDINAL FI=CONTROL.DAT Ordinal data read initiated NOTE: Rectangular file contained 422 records with data that contained a total of 2532 observations LABELS AGE1 AGE2 SEX1 SEX2 TYPE DUMMY DEFINITION_VARIABLES AGE1 AGE2 SEX1 SEX2 TYPE / NOTE: Definition yields 422 data vectors for analysis NOTE: Vectors contain a total of 422 observations MATRICES Note: definition makes highest ordinal variable category 5 A FULL 2 2 =%E1 ! CORR BETWEEN A FACTORS B FULL 2 2 =%E3 ! CORR BETWEEN B FACTORS C FULL 1 1 FREE ! ESTIMATED LOWER THRESHOLD FOR A D FULL 1 1 FREE ! AGE DIFFERENCE IN LOWER THRESHOLD FOR A J FULL 1 1 FREE ! SEX DIFFERENCE IN LOWER THRESHOLD FOR A E FULL 1 1 FREE ! ESTIMATED POSITIVE DEVIATION OF UPPER FROM LOWER THRESHOLD FOR A F FULL 1 1 FREE ! AGE DIFFERENCE IN POSITIVE DEVIATION OF UPPER FROM LOWER THRESHOLD FOR A L FULL 1 1 FREE ! SEX DIFFERENCE IN POSITIVE DEVIATION OF UPPER FROM LOWER THRESHOLD FOR A R FULL 1 1 FREE ! ESTIMATED LOWER THRESHOLD FOR B S FULL 1 1 FREE ! AGE DIFFERENCE IN LOWER THRESHOLD FOR B K FULL 1 1 FREE ! SEX DIFFERENCE IN LOWER THRESHOLD FOR B T FULL 1 1 FREE ! ESTIMATED POSITIVE DEVIATION OF UPPER FROM LOWER THRESHOLD FOR B U FULL 1 1 FREE ! AGE DIFFERENCE IN POSITIVE DEVIATION OF UPPER FROM LOWER THRESHOLD FOR B M FULL 1 1 FREE ! SEX DIFFERENCE IN POSITIVE DEVIATION OF UPPER FROM LOWER THRESHOLD FOR B V FULL 1 1 ! VARIANCE OF DUMMY VARIABLE O FULL 1 1 ! MATRIX FOR AGE DEFINITION VARIABLE SIBLING 1 P FULL 1 1 ! MATRIX FOR AGE DEFINITION VARIABLE SIBLING 2 G FULL 1 1 ! MATRIX FOR SEX DEFINITION VARIABLE SIBLING 1 Y FULL 1 1 ! MATRIX FOR SEX DEFINITION VARIABLE SIBLING 2 H FULL 4 1 ! FOR EXTRACTING RIGHT PART OF I W FULL 1 1 ! 0 THESE ARE TO CONTROL INTEGRAL TYPE X FULL 1 1 ! 1 THESE ARE TO CONTROL INTEGRAL TYPE Z FULL 1 1 ! 2 THESE ARE TO CONTROL INTEGRAL TYPE BEGIN ALGEBRA; ! C+(O.D)+(G.J) ! Lower threshold for A sibling 1 ! C+(P.D)+(Y.J) ! Lower threshold for A sibling 2 ! E+(O.F)+(G.L) ! positive deviation for threshold A sibling 1 ! C+(O.D)+(G.J)+E+(O.F)+(G.L) ! E+(P.F)+(Y.L) ! positive deviation for threshold A sibling 2 ! C+(P.D)+(Y.J)+E+(P.F)+(Y.L) ! R+(O.S)+(G.K) ! Lower threshold for B sibling 1 ! R+(P.S)+(Y.K) ! Lower threshold for B sibling 2 ! T+(O.U)+(G.M) ! positive deviation for threshold B sibling 1 ! R+(O.S)+(G.K)+T+(O.U)+(G.M) ! T+(P.U)+(Y.M) ! positive deviation for threhsold B sibling 2 ! R+(P.S)+(Y.K)+T+(P.U)+(Y.M) ! X|X ! lower/lower ! X|Z ! lower/middle ! Z|X ! middle/lower ! X|W ! lower/upper ! W|X ! upper/lower ! Z|Z ! middle/middle ! Z|W ! middle/upper ! W|Z ! upper/middle ! W|W ! upper/upper N = (\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|X))); ! LOWER/LOWER STRIPE OF A Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 ! (\muln((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))) ; ! lower/middle stripe of A ! (\muln((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))) ; ! middle/lower stripe of A ! (\muln((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))) ; ! lower/upper stripe of A ! (\muln((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))) ; ! upper/lower stripe of A ! (\muln((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))) ; ! middle/middle stripe of A ! (\muln((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_Z|W))) ; ! middle/upper stripe of A ! (\muln((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|Z))) ; ! upper/middle stripe of A ! (\muln((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_W|W))) ; ! upper/upper stripe of A ! (\muln((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X))) ; ! lower/lower stripe of B ! (\muln((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z))) ; ! lower/middle stripe of B ! (\muln((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X))) ; ! middle/lower stripe of B ! (\muln((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))) ; ! lower/upper stripe of B ! (\muln((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))) ; ! upper/lower stripe of B ! (\muln((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z))) ; ! middle/middle stripe of B ! (\muln((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))) ; ! middle/upper stripe of B ! (\muln((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))) ; ! upper/middle stripe of B ! (\muln((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_W|W))); ! upper/upper stripe of B I = N.(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))_ ! 1 N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))_ ! 2 N.(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))_ ! 3 (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))). (\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))_ ! 4 (\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))). (\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))_ ! 5 (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))). ((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+ (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))). ((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+ N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))_ ! 6 (\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))). ((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+ (\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+ (\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+ (\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))). ((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+ (\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+ N.(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))_ ! 7 N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))_ ! 8 (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))). (\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))_ ! 9 (\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))). (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))_ ! 10 (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))). ((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+ (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))). ((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+ N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))_ ! 11 (\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))). ((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+ (\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))). ((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+ N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))_ ! 12 (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))). (\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))_ ! 13 (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|Z))). ((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+ (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))). ((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+ (\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))). (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))_ ! 14 (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_Z|W))). ((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+ (\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+ (\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+ (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))). ((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+ (\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+ (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))). (\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))_ ! 15 (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_W|W)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_W|W))) - (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_W|W))). (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_W|W)))+ (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_Z|W))). ((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+ (\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))). ((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+ (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|Z))). ((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+ (\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+ (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))). ((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+ (\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))). (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))+ (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))). ((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+ (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))). (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))); ! 16 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 END ALGEBRA; MATRIX H 1 1 1 1 MATRIX V .159154943 SPECIFY C 100 SPECIFY D 101 SPECIFY J 102 SPECIFY E 103 SPECIFY F 104 SPECIFY L 105 SPECIFY R 106 SPECIFY S 107 SPECIFY K 108 SPECIFY T 109 SPECIFY U 110 SPECIFY M 111 MATRIX C 3 !Matrix D -.05 !Matrix J -.10 MATRIX E .5 !Matrix F -.05 !Matrix L -.05 MATRIX R 3 !Matrix S -.05 !Matrix K -.05 MATRIX T .5 !Matrix U -.05 !Matrix M -.05 MATRIX W 0 MATRIX X 1 MATRIX Z 2 SPECIFY O AGE1; SPECIFY P AGE2; SPECIFY G SEX1; SPECIFY Y SEX2; SPECIFY H -5 0 -5 0; MEANS W; COVARIANCE V; WEIGHT (\PART(I,H)) / BOUND 0 3 103 109 OPTION RS END The following MX script lines were read for group 6 G6 COMPUTE PREDICTED CLINICAL GROUP PROPORTIONS DATA NI=6 ORDINAL FI=CLINICAL.DAT Ordinal data read initiated NOTE: Rectangular file contained 253 records with data that contained a total of 1518 observations LABELS AGE1 AGE2 SEX1 SEX2 TYPE DUMMY DEFINITION_VARIABLES AGE1 AGE2 SEX1 SEX2 TYPE / Note: Global variable previously defined. Updating AGE1 Note: Global variable previously defined. Updating AGE2 Note: Global variable previously defined. Updating SEX1 Note: Global variable previously defined. Updating SEX2 Note: Global variable previously defined. Updating TYPE NOTE: Definition yields 253 data vectors for analysis NOTE: Vectors contain a total of 253 observations MATRICES Note: definition makes highest ordinal variable category 5 A FULL 2 2 =%E1 ! CORR BETWEEN A FACTORS B FULL 2 2 =%E3 ! CORR BETWEEN B FACTORS Q FULL 1 1 FREE C FULL 1 1 =C5 ! ESTIMATED LOWER THRESHOLD FOR A D FULL 1 1 =D5 ! AGE DIFFERENCE IN LOWER THRESHOLD FOR A J FULL 1 1 =J5 ! SEX DIFFERENCE IN LOWER THRESHOLD FOR A E FULL 1 1 =E5 ! ESTIMATED POSITIVE DEVIATION OF UPPER FROM LOWER THRESHOLD FOR A F FULL 1 1 =F5 ! AGE DIFFERENCE IN POSITIVE DEVIATION OF UPPER FROM LOWER THRESHOLD FOR A L FULL 1 1 =L5 ! SEX DIFFERENCE IN POSITIVE DEVIATION OF UPPER FROM LOWER THRESHOLD FOR A R FULL 1 1 =R5 ! ESTIMATED LOWER THRESHOLD FOR B S FULL 1 1 =S5 ! AGE DIFFERENCE IN LOWER THRESHOLD FOR B K FULL 1 1 =K5 ! SEX DIFFERENCE IN LOWER THRESHOLD FOR B T FULL 1 1 =T5 ! ESTIMATED POSITIVE DEVIATION OF UPPER FROM LOWER THRESHOLD FOR B U FULL 1 1 =U5 ! AGE DIFFERENCE IN POSITIVE DEVIATION OF UPPER FROM LOWER THRESHOLD FOR B M FULL 1 1 =M5 ! SEX DIFFERENCE IN POSITIVE DEVIATION OF UPPER FROM LOWER THRESHOLD FOR B V FULL 1 1 ! VARIANCE OF DUMMY VARIABLE O FULL 1 1 ! MATRIX FOR AGE DEFINITION VARIABLE SIBLING 1 P FULL 1 1 ! MATRIX FOR AGE DEFINITION VARIABLE SIBLING 2 G FULL 1 1 ! MATRIX FOR SEX DEFINITION VARIABLE SIBLING 1 Y FULL 1 1 ! MATRIX FOR SEX DEFINITION VARIABLE SIBLING 2 H FULL 4 1 ! FOR EXTRACTING RIGHT PART OF I W FULL 1 1 ! 0 THESE ARE TO CONTROL INTEGRAL TYPE X FULL 1 1 ! 1 THESE ARE TO CONTROL INTEGRAL TYPE Z FULL 1 1 ! 2 THESE ARE TO CONTROL INTEGRAL TYPE Q FULL 1 1 FREE ! ASCERTAINMENT PARAMETER *** WARNING! *** Matrix was previously defined for this group. Mx will redefine BEGIN ALGEBRA; N = (\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|X))); ! LOWER/LOWER STRIPE OF A Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 ! (\muln((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))) ; ! lower/middle stripe of A ! (\muln((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))) ; ! middle/lower stripe of A ! (\muln((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))) ; ! lower/upper stripe of A ! (\muln((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))) ; ! upper/lower stripe of A ! (\muln((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))) ; ! middle/middle stripe of A ! (\muln((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_Z|W))) ; ! middle/upper stripe of A ! (\muln((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|Z))) ; ! upper/middle stripe of A ! (\muln((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_W|W))) ; ! upper/upper stripe of A ! (\muln((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X))) ; ! lower/lower stripe of B ! (\muln((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z))) ; ! lower/middle stripe of B ! (\muln((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X))) ; ! middle/lower stripe of B ! (\muln((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))) ; ! lower/upper stripe of B ! (\muln((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))) ; ! upper/lower stripe of B ! (\muln((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z))) ; ! middle/middle stripe of B ! (\muln((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))) ; ! middle/upper stripe of B ! (\muln((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))) ; ! upper/middle stripe of B ! (\muln((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_W|W))); ! upper/upper stripe of B I = (X).(N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X))))_ ! 2 (Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))). (\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X))))_ ! 4 (X+Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))). ((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+ (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))). ((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+ N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))_ ! 6 (X).(N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z))))_ ! 8 (Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))). (\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z))))_ ! 9 (X).((\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))). (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X))))_ ! 10 (X+Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))). ((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+ (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))). ((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+ N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))_ ! 11 (X).((\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))). ((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+ (\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))). ((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+ N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))_ ! 12 (Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))). (\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X))))_ ! 13 (X+Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|Z))). ((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+ (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))). ((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+ (\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))). (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))_ ! 14 (Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_Z|W))). ((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+ (\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+ (\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+ (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))). ((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+ (\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+ (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))). (\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))_ ! 15 (X+Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_W|W)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_W|W))) - (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_W|W))). (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_W|W)))+ (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_Z|W))). ((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+ (\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))). ((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+ (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|Z))). ((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+ (\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+ (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))). ((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+ (\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))). (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))+ (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))). ((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))+ (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+ (\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))). (\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))); ! 16 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 Problem with correlation between variables 2 and 1 It is supplied as 1.000000000000000 which has absolute value > .99 END ALGEBRA; MATRIX H 1 1 1 1 MATRIX V .159154943 MATRIX W 0 MATRIX X 1 MATRIX Z 2 MATRIX Q .5 SPECIFY O AGE1; SPECIFY P AGE2; SPECIFY G SEX1; SPECIFY Y SEX2; SPECIFY H -5 0 -5 0; MEANS W; COVARIANCE V; WEIGHT (\PART((I%( \SUM(I)_\SUM(I)_\SUM(I)_\SUM(I)_\SUM(I)_\SUM(I)_\SUM(I)_\SUM(I)_\SUM(I)_\SUM(I)_\SUM(I)_\SUM(I))),H)) / OPTION FUNC=1.E-7 OPTION RS OPTION TH=-3 !Start .9 all END Summary of VL file data for group 5 TYPE SEX2 SEX1 AGE2 AGE1 Code -5.0000E+00 -4.0000E+00 -3.0000E+00 -2.0000E+00 -1.0000E+00 Number 4.2200E+02 4.2200E+02 4.2200E+02 4.2200E+02 4.2200E+02 Mean 1.6303E+00 5.4976E-01 9.1943E-01 1.6690E+01 1.6478E+01 Variance 3.8017E+00 2.4752E-01 7.4077E-02 1.1376E+01 2.2599E+00 Minimum 1.0000E+00 0.0000E+00 0.0000E+00 1.0960E+01 1.1960E+01 Maximum 1.6000E+01 1.0000E+00 1.0000E+00 2.4950E+01 2.1050E+01 DUMMY Code 1.0000E+00 Number 4.2200E+02 Mean 1.0000E+00 Variance 2.6940E-16 Minimum 1.0000E+00 Maximum 1.0000E+00 Summary of VL file data for group 6 TYPE SEX2 SEX1 AGE2 AGE1 DUMMY Code -5.0000 -4.0000 -3.0000 -2.0000 -1.0000 1.0000 Number 253.0000 253.0000 253.0000 253.0000 253.0000 253.0000 Mean 3.1779 0.5375 0.9289 17.0966 16.4344 1.0000 Variance 7.7826 0.2486 0.0661 10.7495 1.4494 0.0000 Minimum 1.0000 0.0000 0.0000 11.1500 13.0900 1.0000 Maximum 12.0000 1.0000 1.0000 24.5500 19.7100 1.0000 PARAMETER SPECIFICATIONS GROUP NUMBER: 1 Title MATRIX A This is a LOWER TRIANGULAR matrix of order 1 by 1 It has no free parameters specified MATRIX C This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 1 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 1 by 1 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 GROUP NUMBER: 2 G2 CALCULATION GROUP Clinical Correlation matrix A factor MATRIX A This is a LOWER TRIANGULAR matrix of order 1 by 1 It has no free parameters specified MATRIX C This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 1 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 1 by 1 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 GROUP NUMBER: 3 G3 Control correlation matrix B factor MATRIX A This is a LOWER TRIANGULAR matrix of order 1 by 1 It has no free parameters specified MATRIX C This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 2 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 1 by 1 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 GROUP NUMBER: 4 G4 CALCULATION GROUP Clinical Correlation matrix B factor MATRIX A This is a LOWER TRIANGULAR matrix of order 1 by 1 It has no free parameters specified MATRIX C This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 2 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 1 by 1 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 GROUP NUMBER: 5 Compute predicted control group proportions MATRIX A This is a constrained FULL matrix of order 2 by 2 It has no free parameters specified MATRIX B This is a constrained FULL matrix of order 2 by 2 It has no free parameters specified MATRIX C This is a FULL matrix of order 1 by 1 1 1 100 MATRIX D This is a FULL matrix of order 1 by 1 1 1 101 MATRIX E This is a FULL matrix of order 1 by 1 1 1 103 MATRIX F This is a FULL matrix of order 1 by 1 1 1 104 MATRIX G This is a FULL matrix of order 1 by 1 1 1 -3 MATRIX H This is a FULL matrix of order 4 by 1 1 1 -5 2 0 3 -5 4 0 MATRIX I This is a computed FULL matrix of order 16 by 1 It has no free parameters specified MATRIX J This is a FULL matrix of order 1 by 1 1 1 102 MATRIX K This is a FULL matrix of order 1 by 1 1 1 108 MATRIX L This is a FULL matrix of order 1 by 1 1 1 105 MATRIX M This is a FULL matrix of order 1 by 1 1 1 111 MATRIX N This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX O This is a FULL matrix of order 1 by 1 1 1 -1 MATRIX P This is a FULL matrix of order 1 by 1 1 1 -2 MATRIX R This is a FULL matrix of order 1 by 1 1 1 106 MATRIX S This is a FULL matrix of order 1 by 1 1 1 107 MATRIX T This is a FULL matrix of order 1 by 1 1 1 109 MATRIX U This is a FULL matrix of order 1 by 1 1 1 110 MATRIX V This is a FULL matrix of order 1 by 1 It has no free parameters specified MATRIX W This is a FULL matrix of order 1 by 1 It has no free parameters specified MATRIX X This is a FULL matrix of order 1 by 1 It has no free parameters specified MATRIX Y This is a FULL matrix of order 1 by 1 1 1 -4 MATRIX Z This is a FULL matrix of order 1 by 1 It has no free parameters specified GROUP NUMBER: 6 G6 Compute predicted clinical group proportions MATRIX A This is a constrained FULL matrix of order 2 by 2 It has no free parameters specified MATRIX B This is a constrained FULL matrix of order 2 by 2 It has no free parameters specified MATRIX C This is a FULL matrix of order 1 by 1 1 1 100 MATRIX D This is a FULL matrix of order 1 by 1 1 1 101 MATRIX E This is a FULL matrix of order 1 by 1 1 1 103 MATRIX F This is a FULL matrix of order 1 by 1 1 1 104 MATRIX G This is a FULL matrix of order 1 by 1 1 1 -3 MATRIX H This is a FULL matrix of order 4 by 1 1 1 -5 2 0 3 -5 4 0 MATRIX I This is a computed FULL matrix of order 12 by 1 It has no free parameters specified MATRIX J This is a FULL matrix of order 1 by 1 1 1 102 MATRIX K This is a FULL matrix of order 1 by 1 1 1 108 MATRIX L This is a FULL matrix of order 1 by 1 1 1 105 MATRIX M This is a FULL matrix of order 1 by 1 1 1 111 MATRIX N This is a computed FULL matrix of order 1 by 1 It has no free parameters specified MATRIX O This is a FULL matrix of order 1 by 1 1 1 -1 MATRIX P This is a FULL matrix of order 1 by 1 1 1 -2 MATRIX Q This is a FULL matrix of order 1 by 1 1 1 113 MATRIX R This is a FULL matrix of order 1 by 1 1 1 106 MATRIX S This is a FULL matrix of order 1 by 1 1 1 107 MATRIX T This is a FULL matrix of order 1 by 1 1 1 109 MATRIX U This is a FULL matrix of order 1 by 1 1 1 110 MATRIX V This is a FULL matrix of order 1 by 1 It has no free parameters specified MATRIX W This is a FULL matrix of order 1 by 1 It has no free parameters specified MATRIX X This is a FULL matrix of order 1 by 1 It has no free parameters specified MATRIX Y This is a FULL matrix of order 1 by 1 1 1 -4 MATRIX Z This is a FULL matrix of order 1 by 1 It has no free parameters specified Mx starting optimization; number of parameters = 15 *** WARNING! *** I am not sure I have found a solution that satisfies Kuhn-Tucker conditions for a minimum. NAG's IFAIL parameter is 6 Looks like I got stuck here. Check the following: 1. The model is correctly specified 2. Starting values are good 3. You are not already at the solution The error can arise if the Hessian is ill-conditioned You can try resetting it to an identity matrix and fit from the solution by putting TH=-n on the OU line where n is the number of refits that you want to do If all else fails try putting NAG=30 on the OU line and examine the file NAGDUMP.OUT and the NAG manual MX PARAMETER ESTIMATES GROUP NUMBER: 1 Title MATRIX A This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.0000 MATRIX C This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.5465 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 1 by 1 MATRIX X This is a computed FULL matrix of order 1 by 1 [=A*A'] 1 1 0.0000 MATRIX Y This is a computed FULL matrix of order 1 by 1 [=C*C'] 1 1 0.2986 EXPECTED MATRIX of this CALCULATION group 1 2 1 1.0000 0.2986 2 0.2986 1.0000 GROUP NUMBER: 2 G2 CALCULATION GROUP Clinical Correlation matrix A factor MATRIX A This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.0000 MATRIX C This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.5465 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 1 by 1 MATRIX X This is a computed FULL matrix of order 1 by 1 [=A*A'] 1 1 0.0000 MATRIX Y This is a computed FULL matrix of order 1 by 1 [=C*C'] 1 1 0.2986 EXPECTED MATRIX of this CALCULATION group 1 2 1 1.0000 0.2986 2 0.2986 1.0000 GROUP NUMBER: 3 G3 Control correlation matrix B factor MATRIX A This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.0000 MATRIX C This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.5969 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 1 by 1 MATRIX X This is a computed FULL matrix of order 1 by 1 [=A*A'] 1 1 0.0000 MATRIX Y This is a computed FULL matrix of order 1 by 1 [=C*C'] 1 1 0.3563 EXPECTED MATRIX of this CALCULATION group 1 2 1 1.0000 0.3563 2 0.3563 1.0000 GROUP NUMBER: 4 G4 CALCULATION GROUP Clinical Correlation matrix B factor MATRIX A This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.0000 MATRIX C This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.5969 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 1 by 1 MATRIX X This is a computed FULL matrix of order 1 by 1 [=A*A'] 1 1 0.0000 MATRIX Y This is a computed FULL matrix of order 1 by 1 [=C*C'] 1 1 0.3563 EXPECTED MATRIX of this CALCULATION group 1 2 1 1.0000 0.3563 2 0.3563 1.0000 GROUP NUMBER: 5 Compute predicted control group proportions MATRIX A This is a constrained FULL matrix of order 2 by 2 1 2 1 1.0000 0.2986 2 0.2986 1.0000 MATRIX B This is a constrained FULL matrix of order 2 by 2 1 2 1 1.0000 0.3563 2 0.3563 1.0000 MATRIX C This is a FULL matrix of order 1 by 1 1 1 3.9725 MATRIX D This is a FULL matrix of order 1 by 1 1 1 -0.1166 MATRIX E This is a FULL matrix of order 1 by 1 1 1 0.0144 MATRIX F This is a FULL matrix of order 1 by 1 1 1 0.0246 MATRIX G This is a FULL matrix of order 1 by 1 1 1 0.0000 MATRIX H This is a FULL matrix of order 4 by 1 1 1 1.0000 2 1.0000 3 1.0000 4 1.0000 MATRIX I This is a computed FULL matrix of order 16 by 1 [=N.(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))_N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))_N.(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))_(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))_(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+N.(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))_N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))_(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))_(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_Z|W))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_W|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_W|W)))-(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_W|W))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_W|W)))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_Z|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))] 1 1 9.2613E-01 2 1.5951E-02 3 2.2727E-02 4 3.6142E-03 5 9.4013E-03 6 4.1517E-03 7 1.3901E-02 8 1.9168E-03 9 8.8690E-05 10 1.6192E-04 11 4.4899E-04 12 5.9866E-04 13 1.5113E-04 14 1.3697E-04 15 2.6305E-04 16 3.5596E-04 MATRIX J This is a FULL matrix of order 1 by 1 1 1 -0.3383 MATRIX K This is a FULL matrix of order 1 by 1 1 1 -0.0431 MATRIX L This is a FULL matrix of order 1 by 1 1 1 -0.1091 MATRIX M This is a FULL matrix of order 1 by 1 1 1 0.0817 MATRIX N This is a computed FULL matrix of order 1 by 1 [=(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|X)))] 1 1 0.9719 MATRIX O This is a FULL matrix of order 1 by 1 1 1 12.8900 MATRIX P This is a FULL matrix of order 1 by 1 1 1 13.9100 MATRIX R This is a FULL matrix of order 1 by 1 1 1 3.1157 MATRIX S This is a FULL matrix of order 1 by 1 1 1 -0.0843 MATRIX T This is a FULL matrix of order 1 by 1 1 1 0.9371 MATRIX U This is a FULL matrix of order 1 by 1 1 1 -0.0121 MATRIX V This is a FULL matrix of order 1 by 1 1 1 0.1592 MATRIX W This is a FULL matrix of order 1 by 1 1 1 0.0000 MATRIX X This is a FULL matrix of order 1 by 1 1 1 1.0000 MATRIX Y This is a FULL matrix of order 1 by 1 1 1 1.0000 MATRIX Z This is a FULL matrix of order 1 by 1 1 1 2.0000 Matrix of EXPECTED thresholds DUMMY Threshold 1 0.0000 (OBSERVED MATRIX is nonexistent for raw data) EXPECTED COVARIANCE MATRIX DUMMY DUMMY 0.1592 Function value of this group: 1224.6866 Where the fit function is -2 * Log-likelihood of raw ordinal GROUP NUMBER: 6 G6 Compute predicted clinical group proportions MATRIX A This is a constrained FULL matrix of order 2 by 2 1 2 1 1.0000 0.2986 2 0.2986 1.0000 MATRIX B This is a constrained FULL matrix of order 2 by 2 1 2 1 1.0000 0.3563 2 0.3563 1.0000 MATRIX C This is a FULL matrix of order 1 by 1 1 1 3.9725 MATRIX D This is a FULL matrix of order 1 by 1 1 1 -0.1166 MATRIX E This is a FULL matrix of order 1 by 1 1 1 0.0144 MATRIX F This is a FULL matrix of order 1 by 1 1 1 0.0246 MATRIX G This is a FULL matrix of order 1 by 1 1 1 1.0000 MATRIX H This is a FULL matrix of order 4 by 1 1 1 1.0000 2 1.0000 3 1.0000 4 1.0000 MATRIX I This is a computed FULL matrix of order 12 by 1 [=(X).(N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X))))_(Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X))))_(X+Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))_(X).(N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z))))_(Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z))))_(X).((\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X))))_(X+Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))_(X).((\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))_(Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X))))_(X+Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))_(Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_Z|W))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))_(X+Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_W|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_W|W)))-(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_W|W))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_W|W)))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_Z|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))] 1 1 2.4227E-02 2 2.6141E-03 3 1.9625E-02 4 4.1066E-03 5 1.1690E-04 6 5.0538E-04 7 1.7778E-03 8 1.8619E-03 9 1.6809E-04 10 1.4250E-03 11 1.4433E-04 12 1.8178E-03 MATRIX J This is a FULL matrix of order 1 by 1 1 1 -0.3383 MATRIX K This is a FULL matrix of order 1 by 1 1 1 -0.0431 MATRIX L This is a FULL matrix of order 1 by 1 1 1 -0.1091 MATRIX M This is a FULL matrix of order 1 by 1 1 1 0.0817 MATRIX N This is a computed FULL matrix of order 1 by 1 [=(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|X)))] 1 1 0.9411 MATRIX O This is a FULL matrix of order 1 by 1 1 1 15.0800 MATRIX P This is a FULL matrix of order 1 by 1 1 1 18.1900 MATRIX Q This is a FULL matrix of order 1 by 1 1 1 0.2163 MATRIX R This is a FULL matrix of order 1 by 1 1 1 3.1157 MATRIX S This is a FULL matrix of order 1 by 1 1 1 -0.0843 MATRIX T This is a FULL matrix of order 1 by 1 1 1 0.9371 MATRIX U This is a FULL matrix of order 1 by 1 1 1 -0.0121 MATRIX V This is a FULL matrix of order 1 by 1 1 1 0.1592 MATRIX W This is a FULL matrix of order 1 by 1 1 1 0.0000 MATRIX X This is a FULL matrix of order 1 by 1 1 1 1.0000 MATRIX Y This is a FULL matrix of order 1 by 1 1 1 0.0000 MATRIX Z This is a FULL matrix of order 1 by 1 1 1 2.0000 Matrix of EXPECTED thresholds DUMMY Threshold 1 0.0000 (OBSERVED MATRIX is nonexistent for raw data) EXPECTED COVARIANCE MATRIX DUMMY DUMMY 0.1592 Function value of this group: 1155.6756 Where the fit function is -2 * Log-likelihood of raw ordinal *** WARNING! *** Minimization may not be successful. See above CODE RED - Hessian/precision problem Your model has 15 estimated parameters and 675 Observed statistics -2 times log-likelihood of data >>> 2380.362 Degrees of freedom >>>>>>>>>>>>>>>> 660 Now I'm trying to improve on the current solution for you... Mx starting optimization; number of parameters = 15 MX PARAMETER ESTIMATES GROUP NUMBER: 1 Title MATRIX A This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.0000 MATRIX C This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.5424 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 1 by 1 MATRIX X This is a computed FULL matrix of order 1 by 1 [=A*A'] 1 1 0.0000 MATRIX Y This is a computed FULL matrix of order 1 by 1 [=C*C'] 1 1 0.2942 EXPECTED MATRIX of this CALCULATION group 1 2 1 1.0000 0.2942 2 0.2942 1.0000 GROUP NUMBER: 2 G2 CALCULATION GROUP Clinical Correlation matrix A factor MATRIX A This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.0000 MATRIX C This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.5424 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 1 by 1 MATRIX X This is a computed FULL matrix of order 1 by 1 [=A*A'] 1 1 0.0000 MATRIX Y This is a computed FULL matrix of order 1 by 1 [=C*C'] 1 1 0.2942 EXPECTED MATRIX of this CALCULATION group 1 2 1 1.0000 0.2942 2 0.2942 1.0000 GROUP NUMBER: 3 G3 Control correlation matrix B factor MATRIX A This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.0000 MATRIX C This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.6022 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 1 by 1 MATRIX X This is a computed FULL matrix of order 1 by 1 [=A*A'] 1 1 0.0000 MATRIX Y This is a computed FULL matrix of order 1 by 1 [=C*C'] 1 1 0.3627 EXPECTED MATRIX of this CALCULATION group 1 2 1 1.0000 0.3627 2 0.3627 1.0000 GROUP NUMBER: 4 G4 CALCULATION GROUP Clinical Correlation matrix B factor MATRIX A This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.0000 MATRIX C This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.6022 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 1 by 1 MATRIX X This is a computed FULL matrix of order 1 by 1 [=A*A'] 1 1 0.0000 MATRIX Y This is a computed FULL matrix of order 1 by 1 [=C*C'] 1 1 0.3627 EXPECTED MATRIX of this CALCULATION group 1 2 1 1.0000 0.3627 2 0.3627 1.0000 GROUP NUMBER: 5 Compute predicted control group proportions MATRIX A This is a constrained FULL matrix of order 2 by 2 1 2 1 1.0000 0.2942 2 0.2942 1.0000 MATRIX B This is a constrained FULL matrix of order 2 by 2 1 2 1 1.0000 0.3627 2 0.3627 1.0000 MATRIX C This is a FULL matrix of order 1 by 1 1 1 3.6743 MATRIX D This is a FULL matrix of order 1 by 1 1 1 -0.1020 MATRIX E This is a FULL matrix of order 1 by 1 1 1 0.0000 MATRIX F This is a FULL matrix of order 1 by 1 1 1 0.0271 MATRIX G This is a FULL matrix of order 1 by 1 1 1 0.0000 MATRIX H This is a FULL matrix of order 4 by 1 1 1 1.0000 2 1.0000 3 1.0000 4 1.0000 MATRIX I This is a computed FULL matrix of order 16 by 1 [=N.(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))_N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))_N.(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))_(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))_(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+N.(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))_N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))_(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))_(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_Z|W))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_W|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_W|W)))-(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_W|W))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_W|W)))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_Z|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))] 1 1 9.1791E-01 2 1.7818E-02 3 2.3769E-02 4 4.9212E-03 5 1.0118E-02 6 4.8246E-03 7 1.5640E-02 8 2.2738E-03 9 1.2743E-04 10 1.9641E-04 11 5.0371E-04 12 6.9516E-04 13 2.0351E-04 14 1.7445E-04 15 3.7757E-04 16 4.4990E-04 MATRIX J This is a FULL matrix of order 1 by 1 1 1 -0.2984 MATRIX K This is a FULL matrix of order 1 by 1 1 1 -0.0267 MATRIX L This is a FULL matrix of order 1 by 1 1 1 -0.1404 MATRIX M This is a FULL matrix of order 1 by 1 1 1 0.0859 MATRIX N This is a computed FULL matrix of order 1 by 1 [=(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|X)))] 1 1 0.9667 MATRIX O This is a FULL matrix of order 1 by 1 1 1 12.8900 MATRIX P This is a FULL matrix of order 1 by 1 1 1 13.9100 MATRIX R This is a FULL matrix of order 1 by 1 1 1 2.9733 MATRIX S This is a FULL matrix of order 1 by 1 1 1 -0.0768 MATRIX T This is a FULL matrix of order 1 by 1 1 1 1.0790 MATRIX U This is a FULL matrix of order 1 by 1 1 1 -0.0195 MATRIX V This is a FULL matrix of order 1 by 1 1 1 0.1592 MATRIX W This is a FULL matrix of order 1 by 1 1 1 0.0000 MATRIX X This is a FULL matrix of order 1 by 1 1 1 1.0000 MATRIX Y This is a FULL matrix of order 1 by 1 1 1 1.0000 MATRIX Z This is a FULL matrix of order 1 by 1 1 1 2.0000 Matrix of EXPECTED thresholds DUMMY Threshold 1 0.0000 (OBSERVED MATRIX is nonexistent for raw data) EXPECTED COVARIANCE MATRIX DUMMY DUMMY 0.1592 Function value of this group: 1224.2945 Where the fit function is -2 * Log-likelihood of raw ordinal GROUP NUMBER: 6 G6 Compute predicted clinical group proportions MATRIX A This is a constrained FULL matrix of order 2 by 2 1 2 1 1.0000 0.2942 2 0.2942 1.0000 MATRIX B This is a constrained FULL matrix of order 2 by 2 1 2 1 1.0000 0.3627 2 0.3627 1.0000 MATRIX C This is a FULL matrix of order 1 by 1 1 1 3.6743 MATRIX D This is a FULL matrix of order 1 by 1 1 1 -0.1020 MATRIX E This is a FULL matrix of order 1 by 1 1 1 0.0000 MATRIX F This is a FULL matrix of order 1 by 1 1 1 0.0271 MATRIX G This is a FULL matrix of order 1 by 1 1 1 1.0000 MATRIX H This is a FULL matrix of order 4 by 1 1 1 1.0000 2 1.0000 3 1.0000 4 1.0000 MATRIX I This is a computed FULL matrix of order 12 by 1 [=(X).(N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X))))_(Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X))))_(X+Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))_(X).(N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z))))_(Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z))))_(X).((\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X))))_(X+Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))_(X).((\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))_(Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X))))_(X+Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))_(Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_Z|W))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))_(X+Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_W|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_W|W)))-(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_W|W))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_W|W)))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_Z|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))] 1 1 2.4921E-02 2 2.6790E-03 3 2.1119E-02 4 4.3599E-03 5 1.2112E-04 6 5.7768E-04 7 1.8501E-03 8 1.9641E-03 9 1.8413E-04 10 1.6736E-03 11 1.4418E-04 12 1.9092E-03 MATRIX J This is a FULL matrix of order 1 by 1 1 1 -0.2984 MATRIX K This is a FULL matrix of order 1 by 1 1 1 -0.0267 MATRIX L This is a FULL matrix of order 1 by 1 1 1 -0.1404 MATRIX M This is a FULL matrix of order 1 by 1 1 1 0.0859 MATRIX N This is a computed FULL matrix of order 1 by 1 [=(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|X)))] 1 1 0.9363 MATRIX O This is a FULL matrix of order 1 by 1 1 1 15.0800 MATRIX P This is a FULL matrix of order 1 by 1 1 1 18.1900 MATRIX Q This is a FULL matrix of order 1 by 1 1 1 0.2105 MATRIX R This is a FULL matrix of order 1 by 1 1 1 2.9733 MATRIX S This is a FULL matrix of order 1 by 1 1 1 -0.0768 MATRIX T This is a FULL matrix of order 1 by 1 1 1 1.0790 MATRIX U This is a FULL matrix of order 1 by 1 1 1 -0.0195 MATRIX V This is a FULL matrix of order 1 by 1 1 1 0.1592 MATRIX W This is a FULL matrix of order 1 by 1 1 1 0.0000 MATRIX X This is a FULL matrix of order 1 by 1 1 1 1.0000 MATRIX Y This is a FULL matrix of order 1 by 1 1 1 0.0000 MATRIX Z This is a FULL matrix of order 1 by 1 1 1 2.0000 Matrix of EXPECTED thresholds DUMMY Threshold 1 0.0000 (OBSERVED MATRIX is nonexistent for raw data) EXPECTED COVARIANCE MATRIX DUMMY DUMMY 0.1592 Function value of this group: 1155.3637 Where the fit function is -2 * Log-likelihood of raw ordinal Your model has 15 estimated parameters and 675 Observed statistics -2 times log-likelihood of data >>> 2379.658 Degrees of freedom >>>>>>>>>>>>>>>> 660 Now I'm trying to improve on the current solution for you... Mx starting optimization; number of parameters = 15 MX PARAMETER ESTIMATES GROUP NUMBER: 1 Title MATRIX A This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.0000 MATRIX C This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.5424 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 1 by 1 MATRIX X This is a computed FULL matrix of order 1 by 1 [=A*A'] 1 1 0.0000 MATRIX Y This is a computed FULL matrix of order 1 by 1 [=C*C'] 1 1 0.2942 EXPECTED MATRIX of this CALCULATION group 1 2 1 1.0000 0.2942 2 0.2942 1.0000 GROUP NUMBER: 2 G2 CALCULATION GROUP Clinical Correlation matrix A factor MATRIX A This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.0000 MATRIX C This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.5424 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 1 by 1 MATRIX X This is a computed FULL matrix of order 1 by 1 [=A*A'] 1 1 0.0000 MATRIX Y This is a computed FULL matrix of order 1 by 1 [=C*C'] 1 1 0.2942 EXPECTED MATRIX of this CALCULATION group 1 2 1 1.0000 0.2942 2 0.2942 1.0000 GROUP NUMBER: 3 G3 Control correlation matrix B factor MATRIX A This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.0000 MATRIX C This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.6022 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 1 by 1 MATRIX X This is a computed FULL matrix of order 1 by 1 [=A*A'] 1 1 0.0000 MATRIX Y This is a computed FULL matrix of order 1 by 1 [=C*C'] 1 1 0.3627 EXPECTED MATRIX of this CALCULATION group 1 2 1 1.0000 0.3627 2 0.3627 1.0000 GROUP NUMBER: 4 G4 CALCULATION GROUP Clinical Correlation matrix B factor MATRIX A This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.0000 MATRIX C This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.6022 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 1 by 1 MATRIX X This is a computed FULL matrix of order 1 by 1 [=A*A'] 1 1 0.0000 MATRIX Y This is a computed FULL matrix of order 1 by 1 [=C*C'] 1 1 0.3627 EXPECTED MATRIX of this CALCULATION group 1 2 1 1.0000 0.3627 2 0.3627 1.0000 GROUP NUMBER: 5 Compute predicted control group proportions MATRIX A This is a constrained FULL matrix of order 2 by 2 1 2 1 1.0000 0.2942 2 0.2942 1.0000 MATRIX B This is a constrained FULL matrix of order 2 by 2 1 2 1 1.0000 0.3627 2 0.3627 1.0000 MATRIX C This is a FULL matrix of order 1 by 1 1 1 3.6743 MATRIX D This is a FULL matrix of order 1 by 1 1 1 -0.1020 MATRIX E This is a FULL matrix of order 1 by 1 1 1 0.0000 MATRIX F This is a FULL matrix of order 1 by 1 1 1 0.0271 MATRIX G This is a FULL matrix of order 1 by 1 1 1 0.0000 MATRIX H This is a FULL matrix of order 4 by 1 1 1 1.0000 2 1.0000 3 1.0000 4 1.0000 MATRIX I This is a computed FULL matrix of order 16 by 1 [=N.(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))_N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))_N.(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))_(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))_(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+N.(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))_N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))_(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))_(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_Z|W))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_W|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_W|W)))-(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_W|W))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_W|W)))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_Z|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))] 1 1 9.1791E-01 2 1.7818E-02 3 2.3769E-02 4 4.9212E-03 5 1.0118E-02 6 4.8246E-03 7 1.5640E-02 8 2.2738E-03 9 1.2743E-04 10 1.9641E-04 11 5.0371E-04 12 6.9516E-04 13 2.0351E-04 14 1.7445E-04 15 3.7757E-04 16 4.4990E-04 MATRIX J This is a FULL matrix of order 1 by 1 1 1 -0.2984 MATRIX K This is a FULL matrix of order 1 by 1 1 1 -0.0267 MATRIX L This is a FULL matrix of order 1 by 1 1 1 -0.1404 MATRIX M This is a FULL matrix of order 1 by 1 1 1 0.0859 MATRIX N This is a computed FULL matrix of order 1 by 1 [=(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|X)))] 1 1 0.9667 MATRIX O This is a FULL matrix of order 1 by 1 1 1 12.8900 MATRIX P This is a FULL matrix of order 1 by 1 1 1 13.9100 MATRIX R This is a FULL matrix of order 1 by 1 1 1 2.9733 MATRIX S This is a FULL matrix of order 1 by 1 1 1 -0.0768 MATRIX T This is a FULL matrix of order 1 by 1 1 1 1.0790 MATRIX U This is a FULL matrix of order 1 by 1 1 1 -0.0195 MATRIX V This is a FULL matrix of order 1 by 1 1 1 0.1592 MATRIX W This is a FULL matrix of order 1 by 1 1 1 0.0000 MATRIX X This is a FULL matrix of order 1 by 1 1 1 1.0000 MATRIX Y This is a FULL matrix of order 1 by 1 1 1 1.0000 MATRIX Z This is a FULL matrix of order 1 by 1 1 1 2.0000 Matrix of EXPECTED thresholds DUMMY Threshold 1 0.0000 (OBSERVED MATRIX is nonexistent for raw data) EXPECTED COVARIANCE MATRIX DUMMY DUMMY 0.1592 Function value of this group: 1224.2945 Where the fit function is -2 * Log-likelihood of raw ordinal GROUP NUMBER: 6 G6 Compute predicted clinical group proportions MATRIX A This is a constrained FULL matrix of order 2 by 2 1 2 1 1.0000 0.2942 2 0.2942 1.0000 MATRIX B This is a constrained FULL matrix of order 2 by 2 1 2 1 1.0000 0.3627 2 0.3627 1.0000 MATRIX C This is a FULL matrix of order 1 by 1 1 1 3.6743 MATRIX D This is a FULL matrix of order 1 by 1 1 1 -0.1020 MATRIX E This is a FULL matrix of order 1 by 1 1 1 0.0000 MATRIX F This is a FULL matrix of order 1 by 1 1 1 0.0271 MATRIX G This is a FULL matrix of order 1 by 1 1 1 1.0000 MATRIX H This is a FULL matrix of order 4 by 1 1 1 1.0000 2 1.0000 3 1.0000 4 1.0000 MATRIX I This is a computed FULL matrix of order 12 by 1 [=(X).(N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X))))_(Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X))))_(X+Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))_(X).(N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z))))_(Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z))))_(X).((\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X))))_(X+Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))_(X).((\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))_(Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X))))_(X+Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))_(Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_Z|W))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))_(X+Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_W|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_W|W)))-(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_W|W))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_W|W)))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_Z|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))] 1 1 2.4921E-02 2 2.6790E-03 3 2.1119E-02 4 4.3599E-03 5 1.2112E-04 6 5.7768E-04 7 1.8501E-03 8 1.9641E-03 9 1.8413E-04 10 1.6736E-03 11 1.4418E-04 12 1.9092E-03 MATRIX J This is a FULL matrix of order 1 by 1 1 1 -0.2984 MATRIX K This is a FULL matrix of order 1 by 1 1 1 -0.0267 MATRIX L This is a FULL matrix of order 1 by 1 1 1 -0.1404 MATRIX M This is a FULL matrix of order 1 by 1 1 1 0.0859 MATRIX N This is a computed FULL matrix of order 1 by 1 [=(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|X)))] 1 1 0.9363 MATRIX O This is a FULL matrix of order 1 by 1 1 1 15.0800 MATRIX P This is a FULL matrix of order 1 by 1 1 1 18.1900 MATRIX Q This is a FULL matrix of order 1 by 1 1 1 0.2105 MATRIX R This is a FULL matrix of order 1 by 1 1 1 2.9733 MATRIX S This is a FULL matrix of order 1 by 1 1 1 -0.0768 MATRIX T This is a FULL matrix of order 1 by 1 1 1 1.0790 MATRIX U This is a FULL matrix of order 1 by 1 1 1 -0.0195 MATRIX V This is a FULL matrix of order 1 by 1 1 1 0.1592 MATRIX W This is a FULL matrix of order 1 by 1 1 1 0.0000 MATRIX X This is a FULL matrix of order 1 by 1 1 1 1.0000 MATRIX Y This is a FULL matrix of order 1 by 1 1 1 0.0000 MATRIX Z This is a FULL matrix of order 1 by 1 1 1 2.0000 Matrix of EXPECTED thresholds DUMMY Threshold 1 0.0000 (OBSERVED MATRIX is nonexistent for raw data) EXPECTED COVARIANCE MATRIX DUMMY DUMMY 0.1592 Function value of this group: 1155.3637 Where the fit function is -2 * Log-likelihood of raw ordinal Your model has 15 estimated parameters and 675 Observed statistics -2 times log-likelihood of data >>> 2379.658 Degrees of freedom >>>>>>>>>>>>>>>> 660 Now I'm trying to improve on the current solution for you... Mx starting optimization; number of parameters = 15 MX PARAMETER ESTIMATES GROUP NUMBER: 1 Title MATRIX A This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.0000 MATRIX C This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.5424 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 1 by 1 MATRIX X This is a computed FULL matrix of order 1 by 1 [=A*A'] 1 1 0.0000 MATRIX Y This is a computed FULL matrix of order 1 by 1 [=C*C'] 1 1 0.2942 EXPECTED MATRIX of this CALCULATION group 1 2 1 1.0000 0.2942 2 0.2942 1.0000 GROUP NUMBER: 2 G2 CALCULATION GROUP Clinical Correlation matrix A factor MATRIX A This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.0000 MATRIX C This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.5424 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 1 by 1 MATRIX X This is a computed FULL matrix of order 1 by 1 [=A*A'] 1 1 0.0000 MATRIX Y This is a computed FULL matrix of order 1 by 1 [=C*C'] 1 1 0.2942 EXPECTED MATRIX of this CALCULATION group 1 2 1 1.0000 0.2942 2 0.2942 1.0000 GROUP NUMBER: 3 G3 Control correlation matrix B factor MATRIX A This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.0000 MATRIX C This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.6022 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 1 by 1 MATRIX X This is a computed FULL matrix of order 1 by 1 [=A*A'] 1 1 0.0000 MATRIX Y This is a computed FULL matrix of order 1 by 1 [=C*C'] 1 1 0.3627 EXPECTED MATRIX of this CALCULATION group 1 2 1 1.0000 0.3627 2 0.3627 1.0000 GROUP NUMBER: 4 G4 CALCULATION GROUP Clinical Correlation matrix B factor MATRIX A This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.0000 MATRIX C This is a LOWER TRIANGULAR matrix of order 1 by 1 1 1 0.6022 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 1 by 1 MATRIX X This is a computed FULL matrix of order 1 by 1 [=A*A'] 1 1 0.0000 MATRIX Y This is a computed FULL matrix of order 1 by 1 [=C*C'] 1 1 0.3627 EXPECTED MATRIX of this CALCULATION group 1 2 1 1.0000 0.3627 2 0.3627 1.0000 GROUP NUMBER: 5 Compute predicted control group proportions MATRIX A This is a constrained FULL matrix of order 2 by 2 1 2 1 1.0000 0.2942 2 0.2942 1.0000 MATRIX B This is a constrained FULL matrix of order 2 by 2 1 2 1 1.0000 0.3627 2 0.3627 1.0000 MATRIX C This is a FULL matrix of order 1 by 1 1 1 3.6743 MATRIX D This is a FULL matrix of order 1 by 1 1 1 -0.1020 MATRIX E This is a FULL matrix of order 1 by 1 1 1 0.0000 MATRIX F This is a FULL matrix of order 1 by 1 1 1 0.0271 MATRIX G This is a FULL matrix of order 1 by 1 1 1 0.0000 MATRIX H This is a FULL matrix of order 4 by 1 1 1 1.0000 2 1.0000 3 1.0000 4 1.0000 MATRIX I This is a computed FULL matrix of order 16 by 1 [=N.(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))_N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))_N.(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))_(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))_(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+N.(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))_N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))_(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))_(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_Z|W))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))_(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_W|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_W|W)))-(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_W|W))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_W|W)))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_Z|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))] 1 1 9.1791E-01 2 1.7818E-02 3 2.3769E-02 4 4.9212E-03 5 1.0118E-02 6 4.8246E-03 7 1.5640E-02 8 2.2738E-03 9 1.2743E-04 10 1.9641E-04 11 5.0371E-04 12 6.9516E-04 13 2.0351E-04 14 1.7445E-04 15 3.7757E-04 16 4.4990E-04 MATRIX J This is a FULL matrix of order 1 by 1 1 1 -0.2984 MATRIX K This is a FULL matrix of order 1 by 1 1 1 -0.0267 MATRIX L This is a FULL matrix of order 1 by 1 1 1 -0.1404 MATRIX M This is a FULL matrix of order 1 by 1 1 1 0.0859 MATRIX N This is a computed FULL matrix of order 1 by 1 [=(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|X)))] 1 1 0.9667 MATRIX O This is a FULL matrix of order 1 by 1 1 1 12.8900 MATRIX P This is a FULL matrix of order 1 by 1 1 1 13.9100 MATRIX R This is a FULL matrix of order 1 by 1 1 1 2.9733 MATRIX S This is a FULL matrix of order 1 by 1 1 1 -0.0768 MATRIX T This is a FULL matrix of order 1 by 1 1 1 1.0790 MATRIX U This is a FULL matrix of order 1 by 1 1 1 -0.0195 MATRIX V This is a FULL matrix of order 1 by 1 1 1 0.1592 MATRIX W This is a FULL matrix of order 1 by 1 1 1 0.0000 MATRIX X This is a FULL matrix of order 1 by 1 1 1 1.0000 MATRIX Y This is a FULL matrix of order 1 by 1 1 1 1.0000 MATRIX Z This is a FULL matrix of order 1 by 1 1 1 2.0000 Matrix of EXPECTED thresholds DUMMY Threshold 1 0.0000 (OBSERVED MATRIX is nonexistent for raw data) EXPECTED COVARIANCE MATRIX DUMMY DUMMY 0.1592 Function value of this group: 1224.2945 Where the fit function is -2 * Log-likelihood of raw ordinal GROUP NUMBER: 6 G6 Compute predicted clinical group proportions MATRIX A This is a constrained FULL matrix of order 2 by 2 1 2 1 1.0000 0.2942 2 0.2942 1.0000 MATRIX B This is a constrained FULL matrix of order 2 by 2 1 2 1 1.0000 0.3627 2 0.3627 1.0000 MATRIX C This is a FULL matrix of order 1 by 1 1 1 3.6743 MATRIX D This is a FULL matrix of order 1 by 1 1 1 -0.1020 MATRIX E This is a FULL matrix of order 1 by 1 1 1 0.0000 MATRIX F This is a FULL matrix of order 1 by 1 1 1 0.0271 MATRIX G This is a FULL matrix of order 1 by 1 1 1 1.0000 MATRIX H This is a FULL matrix of order 4 by 1 1 1 1.0000 2 1.0000 3 1.0000 4 1.0000 MATRIX I This is a computed FULL matrix of order 12 by 1 [=(X).(N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X))))_(Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X))))_(X+Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))_(X).(N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z))))_(Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z))))_(X).((\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X))))_(X+Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))_(X).((\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+N.(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))_(Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X))))_(X+Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X))))_(Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_Z|W))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|X)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W))))_(X+Q).((\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_W|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_W|W)))-(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_W|W))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_W|W)))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_Z|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_X|W))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|X)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|Z))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_X|Z)))+(\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|Z))).((\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)_Z|Z)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z))))+(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)+E+(P.F)+(Y.L)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|Z))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)_W|Z)))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_W|X))).((\MULN((B_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_X|W)))+(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))+(\MULN((A_C+(O.D)+(G.J)+E+(O.F)+(G.L)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_Z|X))).(\MULN((B_R+(O.S)+(G.K)+T+(O.U)+(G.M)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_R+(O.S)+(G.K)|R+(P.S)+(Y.K)+T+(P.U)+(Y.M)_Z|W))))] 1 1 2.4921E-02 2 2.6790E-03 3 2.1119E-02 4 4.3599E-03 5 1.2112E-04 6 5.7768E-04 7 1.8501E-03 8 1.9641E-03 9 1.8413E-04 10 1.6736E-03 11 1.4418E-04 12 1.9092E-03 MATRIX J This is a FULL matrix of order 1 by 1 1 1 -0.2984 MATRIX K This is a FULL matrix of order 1 by 1 1 1 -0.0267 MATRIX L This is a FULL matrix of order 1 by 1 1 1 -0.1404 MATRIX M This is a FULL matrix of order 1 by 1 1 1 0.0859 MATRIX N This is a computed FULL matrix of order 1 by 1 [=(\MULN((A_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_C+(O.D)+(G.J)|C+(P.D)+(Y.J)_X|X)))] 1 1 0.9363 MATRIX O This is a FULL matrix of order 1 by 1 1 1 15.0800 MATRIX P This is a FULL matrix of order 1 by 1 1 1 18.1900 MATRIX Q This is a FULL matrix of order 1 by 1 1 1 0.2105 MATRIX R This is a FULL matrix of order 1 by 1 1 1 2.9733 MATRIX S This is a FULL matrix of order 1 by 1 1 1 -0.0768 MATRIX T This is a FULL matrix of order 1 by 1 1 1 1.0790 MATRIX U This is a FULL matrix of order 1 by 1 1 1 -0.0195 MATRIX V This is a FULL matrix of order 1 by 1 1 1 0.1592 MATRIX W This is a FULL matrix of order 1 by 1 1 1 0.0000 MATRIX X This is a FULL matrix of order 1 by 1 1 1 1.0000 MATRIX Y This is a FULL matrix of order 1 by 1 1 1 0.0000 MATRIX Z This is a FULL matrix of order 1 by 1 1 1 2.0000 Matrix of EXPECTED thresholds DUMMY Threshold 1 0.0000 (OBSERVED MATRIX is nonexistent for raw data) EXPECTED COVARIANCE MATRIX DUMMY DUMMY 0.1592 Function value of this group: 1155.3637 Where the fit function is -2 * Log-likelihood of raw ordinal Your model has 15 estimated parameters and 675 Observed statistics -2 times log-likelihood of data >>> 2379.658 Degrees of freedom >>>>>>>>>>>>>>>> 660 This problem used 2.1% of my workspace Task Time elapsed (DD:HH:MM:SS) Reading script & data 0: 0: 0: 2.01 Execution 0: 0:41:21.41 TOTAL 0: 0:41:23.42 Total number of warnings issued: 3 ______________________________________________________________________________ ______________________________________________________________________________