EQS, A STRUCTURAL EQUATION PROGRAM MULTIVARIATE SOFTWARE, INC. COPYRIGHT BY P.M. BENTLER VERSION 6.1 (\cf1 C ) 1985 - 2005 (B83). PROGRAM CONTROL INFORMATION 1 /TITLE 2 3 person srm with replications 3 /SPECIFICATIONS 4 DATA='c:\\nsf\\anx rep2.ess'; 5 VARIABLES=12; CASES=208; 6 METHOD=ML; ANALYSIS=COVARIANCE; MATRIX=RAW; 7 /LABELS 8 V1=V1; V2=V2; V3=V3; V4=V4; V5=V5; 9 V6=V6; V7=V7; V8=V8; V9=V9; V10=V10; 10 V11=V11; V12=V12; f1=m_act; f2=f_act; f3=c_act; 11 f4=f_prt; f5=c_prt; f6=m_prt; f7=mfrel; f8=mcrel; 12 f9=fmrel; f10=fc_rel; f11=cm_rel; f12=cf_rel; 13 /EQUATIONS 14 V1 = 1F1 + 1F4 + 1F7 + E1; 15 V2 = 1F1 + 1F4 + 1F7 + E2; 16 V3 = 1F1 + 1F5 + 1F8 + E3; 17 V4 = 1F1 + 1F5 + 1F8 + E4; 18 V5 = 1F2 + 1F6 + 1F9 + E5; 19 V6 = 1F2 + 1F6 + 1F9 + E6; 20 V7 = 1F2 + 1F5 + 1F10 + E7; 21 V8 = 1F2 + 1F5 + 1F10 + E8; 22 V9 = 1F3 + 1F6 + 1F11 + E9; 23 V10 = 1F3 + 1F6 + 1F11 + E10; 24 V11 = 1F3 + 1F4 + 1F12 + E11; 25 V12 = 1F3 + 1F4 + 1F12 + E12; 26 /VARIANCES 27 F1 = *; 28 F2 = *; 29 F3 = *; 30 F4 = *; 31 F5 = *; 32 F6 = *; 33 F7 = *; 34 F8 = *; 35 F9 = *; 36 F10 = *; 37 F11 = *; 38 F12 = *; 39 E1 = *; 40 E2 = *; 41 E3 = *; 42 E4 = *; 43 E5 = *; 44 E6 = *; 45 E7 = *; 46 E8 = *; 47 E9 = *; 48 E10 = *; 49 E11 = *; 50 E12 = *; 51 /COVARIANCES 52 F4,F2 = *; 25-Feb-06 PAGE : 2 EQS Licensee: TITLE: 3 person srm with replications 53 F5,F3 = *; 54 F6,F1 = *; 55 f7,f9=*; 56 f8,f11=*; 57 f10,f12=*; 58 E3,E1 = *; 59 E4,E2 = *; 60 E5,E1 = *; 61 E5,E3 = *; 62 E6,E2 = *; 63 E6,E4 = *; 64 E7,E1 = *; 65 E7,E3 = *; 66 E7,E5 = *; 67 E8,E2 = *; 68 E8,E4 = *; 69 E8,E6 = *; 70 E9,E1 = *; 71 E9,E3 = *; 72 E9,E5 = *; 73 E9,E7 = *; 74 E10,E2 = *; 75 E10,E4 = *; 76 E10,E6 = *; 77 E10,E8 = *; 78 E11,E1 = *; 79 E11,E3 = *; 80 E11,E5 = *; 81 E11,E7 = *; 82 E11,E9 = *; 83 E12,E2 = *; 84 E12,E4 = *; 85 E12,E6 = *; 86 E12,E8 = *; 87 E12,E10 = *; 88 /PRINT 89 FIT=ALL; 90 TABLE=EQUATION; 91 /END 91 RECORDS OF INPUT MODEL FILE WERE READ DATA IS READ FROM c:\\nsf\\anx rep2.ess THERE ARE 12 VARIABLES AND 208 CASES IT IS A RAW DATA ESS FILE 25-Feb-06 PAGE : 3 EQS Licensee: TITLE: 3 person srm with replications SAMPLE STATISTICS BASED ON COMPLETE CASES UNIVARIATE STATISTICS --------------------- VARIABLE V1 V2 V3 V4 V5 MEAN 1.9119 1.7461 1.9135 1.7837 1.9359 SKEWNESS (G1) .8576 1.4002 .7315 1.2260 1.0510 KURTOSIS (G2) -.1462 1.3681 .2170 1.0643 .6486 STANDARD DEV. .9040 .9638 .7836 .8542 .9198 VARIABLE V6 V7 V8 V9 V10 MEAN 1.8405 2.0789 1.9225 1.7036 1.7554 SKEWNESS (G1) 1.2317 .5793 .5558 1.2152 1.3672 KURTOSIS (G2) .9566 -.3604 -.5382 1.3610 1.4686 STANDARD DEV. .9650 .7793 .7948 .7344 .8633 VARIABLE V11 V12 MEAN 1.9425 1.9709 SKEWNESS (G1) .7911 .8903 KURTOSIS (G2) .3867 .0220 STANDARD DEV. .8184 .9486 MULTIVARIATE KURTOSIS --------------------- MARDIA'S COEFFICIENT (G2,P) = 40.3219 NORMALIZED ESTIMATE = 15.8626 ELLIPTICAL THEORY KURTOSIS ESTIMATES ------------------------------------ MARDIA-BASED KAPPA = .2400 MEAN SCALED UNIVARIATE KURTOSIS = .1791 MARDIA-BASED KAPPA IS USED IN COMPUTATION. KAPPA= .2400 CASE NUMBERS WITH LARGEST CONTRIBUTION TO NORMALIZED MULTIVARIATE KURTOSIS: --------------------------------------------------------------------------- CASE NUMBER 42 46 79 126 145 ESTIMATE 753.2615 467.4054 1052.5789 432.9901 761.6132 25-Feb-06 PAGE : 4 EQS Licensee: TITLE: 3 person srm with replications COVARIANCE MATRIX TO BE ANALYZED: 12 VARIABLES (SELECTED FROM 12 VARIABLES) BASED ON 208 CASES. V1 V2 V3 V4 V5 V 1 V 2 V 3 V 4 V 5 V1 V 1 .817 V2 V 2 .685 .929 V3 V 3 .165 .188 .614 V4 V 4 .212 .274 .536 .730 V5 V 5 .227 .289 .047 .018 .846 V6 V 6 .230 .283 .082 .082 .762 V7 V 7 .061 .036 .185 .143 .195 V8 V 8 .010 .020 .143 .097 .175 V9 V 9 .129 .158 .076 .135 .050 V10 V 10 .113 .123 .152 .189 .076 V11 V 11 .103 .073 .099 .086 .013 V12 V 12 .120 .125 .173 .168 .034 V6 V7 V8 V9 V10 V 6 V 7 V 8 V 9 V 10 V6 V 6 .931 V7 V 7 .194 .607 V8 V 8 .189 .473 .632 V9 V 9 .061 .044 .049 .539 V10 V 10 .091 .127 .103 .427 .745 V11 V 11 .028 .170 .145 .247 .312 V12 V 12 .064 .179 .155 .293 .425 V11 V12 V 11 V 12 V11 V 11 .670 V12 V 12 .596 .900 BENTLER-WEEKS STRUCTURAL REPRESENTATION: NUMBER OF DEPENDENT VARIABLES = 12 DEPENDENT V'S : 1 2 3 4 5 6 7 8 9 10 DEPENDENT V'S : 11 12 NUMBER OF INDEPENDENT VARIABLES = 24 INDEPENDENT F'S : 1 2 3 4 5 6 7 8 9 10 INDEPENDENT F'S : 11 12 INDEPENDENT E'S : 1 2 3 4 5 6 7 8 9 10 INDEPENDENT E'S : 11 12 NUMBER OF FREE PARAMETERS = 60 NUMBER OF FIXED NONZERO PARAMETERS = 48 *** WARNING MESSAGES ABOVE, IF ANY, REFER TO INDEPENDENCE MODEL. CALCULATIONS FOR USER'S MODEL NOW BEGIN. 3RD STAGE OF COMPUTATION REQUIRED 40381 WORDS OF MEMORY. PROGRAM ALLOCATED 2000000 WORDS DETERMINANT OF INPUT MATRIX IS .28349D-04 PARAMETER ESTIMATES APPEAR IN ORDER, NO SPECIAL PROBLEMS WERE ENCOUNTERED DURING OPTIMIZATION. RESIDUAL COVARIANCE MATRIX (S-SIGMA) : V1 V2 V3 V4 V5 V 1 V 2 V 3 V 4 V 5 V1 V 1 -.006 V2 V 2 .007 .018 V3 V 3 -.004 -.020 .003 V4 V 4 .004 -.010 .004 .006 V5 V 5 -.029 .009 -.034 -.074 -.006 V6 V 6 -.050 -.008 -.010 -.051 -.019 V7 V 7 -.005 .005 .009 -.003 -.009 V8 V 8 -.021 -.010 -.003 -.019 -.018 V9 V 9 .046 .066 .026 .020 -.008 V10 V 10 .021 .035 .037 .024 .003 V11 V 11 .013 .002 .024 -.006 -.004 V12 V 12 .050 .043 .080 .047 .003 V6 V7 V8 V9 V10 V 6 V 7 V 8 V 9 V 10 V6 V 6 -.032 V7 V 7 .000 .006 V8 V 8 -.011 -.003 -.013 V9 V 9 -.012 -.012 -.043 -.007 V10 V 10 .002 .035 .001 -.001 .013 V11 V 11 -.003 .011 -.006 -.009 .012 V12 V 12 .007 .029 .005 -.007 .020 V11 V12 V 11 V 12 V11 V 11 .004 V12 V 12 .011 .018 AVERAGE ABSOLUTE COVARIANCE RESIDUALS = .0175 AVERAGE OFF-DIAGONAL ABSOLUTE COVARIANCE RESIDUALS = .0187 STANDARDIZED RESIDUAL MATRIX: V1 V2 V3 V4 V5 V 1 V 2 V 3 V 4 V 5 V1 V 1 -.008 V2 V 2 .008 .019 V3 V 3 -.006 -.026 .004 V4 V 4 .005 -.012 .006 .008 V5 V 5 -.035 .011 -.048 -.094 -.007 V6 V 6 -.057 -.008 -.013 -.061 -.022 V7 V 7 -.007 .006 .015 -.005 -.012 V8 V 8 -.029 -.013 -.005 -.028 -.025 V9 V 9 .069 .094 .045 .033 -.011 V10 V 10 .027 .042 .055 .032 .004 V11 V 11 .018 .003 .038 -.009 -.006 V12 V 12 .058 .047 .108 .058 .004 V6 V7 V8 V9 V10 V 6 V 7 V 8 V 9 V 10 V6 V 6 -.034 V7 V 7 .001 .010 V8 V 8 -.015 -.004 -.020 V9 V 9 -.016 -.021 -.075 -.014 V10 V 10 .002 .052 .002 -.001 .017 V11 V 11 -.004 .018 -.009 -.015 .017 V12 V 12 .008 .039 .006 -.010 .024 V11 V12 V 11 V 12 V11 V 11 .007 V12 V 12 .014 .020 AVERAGE ABSOLUTE STANDARDIZED RESIDUALS = .0235 AVERAGE OFF-DIAGONAL ABSOLUTE STANDARDIZED RESIDUALS = .0253 25-Feb-06 PAGE : 5 EQS Licensee: TITLE: 3 person srm with replications MAXIMUM LIKELIHOOD SOLUTION (NORMAL DISTRIBUTION THEORY) LARGEST STANDARDIZED RESIDUALS: NO. PARAMETER ESTIMATE NO. PARAMETER ESTIMATE --- --------- -------- --- --------- -------- 1 V12, V3 .108 11 V10, V7 .052 2 V9, V2 .094 12 V5, V3 -.048 3 V5, V4 -.094 13 V12, V2 .047 4 V9, V8 -.075 14 V9, V3 .045 5 V9, V1 .069 15 V10, V2 .042 6 V6, V4 -.061 16 V12, V7 .039 7 V12, V4 .058 17 V11, V3 .038 8 V12, V1 .058 18 V5, V1 -.035 9 V6, V1 -.057 19 V6, V6 -.034 10 V10, V3 .055 20 V9, V4 .033 DISTRIBUTION OF STANDARDIZED RESIDUALS ---------------------------------------- \cf2 ! ! 40- * - \cf2 ! * * ! \cf2 ! * * ! \cf2 ! * * ! \cf2 ! * * ! RANGE FREQ PERCENT 30- * * - \cf2 ! * * ! 1 -0.5 - -- 0 .00% \cf2 ! * * ! 2 -0.4 - -0.5 0 .00% \cf2 ! * * ! 3 -0.3 - -0.4 0 .00% \cf2 ! * * ! 4 -0.2 - -0.3 0 .00% 20- * * - 5 -0.1 - -0.2 0 .00% \cf2 ! * * ! 6 0.0 - -0.1 37 47.44% \cf2 ! * * ! 7 0.1 - 0.0 40 51.28% \cf2 ! * * ! 8 0.2 - 0.1 1 1.28% \cf2 ! * * ! 9 0.3 - 0.2 0 .00% 10- * * - A 0.4 - 0.3 0 .00% \cf2 ! * * ! B 0.5 - 0.4 0 .00% \cf2 ! * * ! C ++ - 0.5 0 .00% \cf2 ! * * ! ------------------------------- \cf2 ! * * * ! TOTAL 78 100.00% ---------------------------------------- 1 2 3 4 5 6 7 8 9 A B \cf1 C EACH "*" REPRESENTS 2 RESIDUALS 25-Feb-06 PAGE : 6 EQS Licensee: TITLE: 3 person srm with replications MAXIMUM LIKELIHOOD SOLUTION (NORMAL DISTRIBUTION THEORY) GOODNESS OF FIT SUMMARY FOR METHOD = ML INDEPENDENCE MODEL CHI-SQUARE = 1403.164 ON 66 DEGREES OF FREEDOM INDEPENDENCE AIC = 1271.16353 INDEPENDENCE CAIC = 984.88602 MODEL AIC = -18.45147 MODEL CAIC = -96.52715 CHI-SQUARE = 17.549 BASED ON 18 DEGREES OF FREEDOM PROBABILITY VALUE FOR THE CHI-SQUARE STATISTIC IS .48574 THE NORMAL THEORY RLS CHI-SQUARE FOR THIS ML SOLUTION IS 17.491. FIT INDICES ----------- BENTLER-BONETT NORMED FIT INDEX = .987 BENTLER-BONETT NON-NORMED FIT INDEX = 1.001 COMPARATIVE FIT INDEX (CFI) = 1.000 BOLLEN (IFI) FIT INDEX = 1.000 MCDONALD (MFI) FIT INDEX = 1.001 LISREL GFI FIT INDEX = .986 LISREL AGFI FIT INDEX = .940 ROOT MEAN-SQUARE RESIDUAL (RMR) = .025 STANDARDIZED RMR = .033 ROOT MEAN-SQUARE ERROR OF APPROXIMATION (RMSEA) = .000 90% CONFIDENCE INTERVAL OF RMSEA ( .000, .060) RELIABILITY COEFFICIENTS ------------------------ CRONBACH'S ALPHA = .789 COEFFICIENT ALPHA FOR AN OPTIMAL SHORT SCALE = .923 BASED ON THE FOLLOWING 2 VARIABLES V5 V6 RELIABILITY COEFFICIENT RHO = .926 GREATEST LOWER BOUND RELIABILITY = .952 GLB RELIABILITY FOR AN OPTIMAL SHORT SCALE = .952 BASED ON ALL VARIABLES BENTLER'S DIMENSION-FREE LOWER BOUND RELIABILITY = .952 SHAPIRO'S LOWER BOUND RELIABILITY FOR A WEIGHTED COMPOSITE = .956 WEIGHTS THAT ACHIEVE SHAPIRO'S LOWER BOUND: V1 V2 V3 V4 V5 V6 .308 .352 .277 .302 .410 .425 V7 V8 V9 V10 V11 V12 .257 .234 .152 .194 .175 .228 ITERATIVE SUMMARY PARAMETER ITERATION ABS CHANGE ALPHA FUNCTION 1 .246358 1.00000 .11231 2 .008244 1.00000 .08591 3 .001923 1.00000 .08484 4 .000479 1.00000 .08478 25-Feb-06 PAGE : 7 EQS Licensee: TITLE: 3 person srm with replications MAXIMUM LIKELIHOOD SOLUTION (NORMAL DISTRIBUTION THEORY) MEASUREMENT EQUATIONS WITH STANDARD ERRORS AND TEST STATISTICS STATISTICS SIGNIFICANT AT THE 5% LEVEL ARE MARKED WITH @. V1 =V1 = 1.000 F1 + 1.000 F4 + 1.000 F7 + 1.000 E1 V2 =V2 = 1.000 F1 + 1.000 F4 + 1.000 F7 + 1.000 E2 V3 =V3 = 1.000 F1 + 1.000 F5 + 1.000 F8 + 1.000 E3 V4 =V4 = 1.000 F1 + 1.000 F5 + 1.000 F8 + 1.000 E4 V5 =V5 = 1.000 F2 + 1.000 F6 + 1.000 F9 + 1.000 E5 V6 =V6 = 1.000 F2 + 1.000 F6 + 1.000 F9 + 1.000 E6 V7 =V7 = 1.000 F2 + 1.000 F5 + 1.000 F10 + 1.000 E7 V8 =V8 = 1.000 F2 + 1.000 F5 + 1.000 F10 + 1.000 E8 V9 =V9 = 1.000 F3 + 1.000 F6 + 1.000 F11 + 1.000 E9 V10 =V10 = 1.000 F3 + 1.000 F6 + 1.000 F11 + 1.000 E10 V11 =V11 = 1.000 F3 + 1.000 F4 + 1.000 F12 + 1.000 E11 V12 =V12 = 1.000 F3 + 1.000 F4 + 1.000 F12 + 1.000 E12 25-Feb-06 PAGE : 8 EQS Licensee: TITLE: 3 person srm with replications MAXIMUM LIKELIHOOD SOLUTION (NORMAL DISTRIBUTION THEORY) VARIANCES OF INDEPENDENT VARIABLES ---------------------------------- STATISTICS SIGNIFICANT AT THE 5% LEVEL ARE MARKED WITH @. V F --- --- I F1 -M_ACT .208*I I .048 I I 4.311@I I I I F2 -F_ACT .193*I I .048 I I 3.998@I I I I F3 -C_ACT .300*I I .047 I I 6.408@I I I I F4 -F_PRT .071*I I .046 I I 1.528 I I I I F5 -C_PRT .146*I I .039 I I 3.692@I I I I F6 -M_PRT .073*I I .043 I I 1.700 I I I I F7 -MFREL .399*I I .083 I I 4.786@I I I I F8 -MCREL .178*I I .061 I I 2.922@I I I I F9 -FMREL .515*I I .087 I I 5.948@I I I I F10 -FC_REL .136*I I .062 I I 2.189@I I I I F11 -CM_REL .055*I I .058 I I .958 I I I I F12 -CF_REL .214*I I .067 I I 3.186@I I I 25-Feb-06 PAGE : 9 EQS Licensee: TITLE: 3 person srm with replications MAXIMUM LIKELIHOOD SOLUTION (NORMAL DISTRIBUTION THEORY) VARIANCES OF INDEPENDENT VARIABLES ---------------------------------- STATISTICS SIGNIFICANT AT THE 5% LEVEL ARE MARKED WITH @. E D --- --- E1 - V1 .146*I I .038 I I 3.786@I I I I E2 - V2 .233*I I .041 I I 5.635@I I I I E3 - V3 .080*I I .028 I I 2.843@I I I I E4 - V4 .192*I I .032 I I 5.926@I I I I E5 - V5 .070*I I .031 I I 2.243@I I I I E6 - V6 .182*I I .035 I I 5.151@I I I I E7 - V7 .126*I I .029 I I 4.344@I I I I E8 - V8 .169*I I .031 I I 5.430@I I I I E9 - V9 .119*I I .033 I I 3.577@I I I I E10 - V10 .305*I I .041 I I 7.385@I I I I E11 - V11 .080*I I .034 I I 2.353@I I I I E12 - V12 .297*I I .043 I I 6.841@I I I I 25-Feb-06 PAGE : 10 EQS Licensee: TITLE: 3 person srm with replications MAXIMUM LIKELIHOOD SOLUTION (NORMAL DISTRIBUTION THEORY) COVARIANCES AMONG INDEPENDENT VARIABLES --------------------------------------- STATISTICS SIGNIFICANT AT THE 5% LEVEL ARE MARKED WITH @. V F --- --- I F6 -M_PRT .092*I I F1 -M_ACT .035 I I 2.654@I I I I F4 -F_PRT .031*I I F2 -F_ACT .036 I I .859 I I I I F5 -C_PRT .093*I I F3 -C_ACT .031 I I 2.993@I I I I F9 -FMREL .156*I I F7 -MFREL .064 I I 2.438@I I I I F11 -CM_REL -.070*I I F8 -MCREL .044 I I -1.587 I I I I F12 -CF_REL .027*I I F10 -FC_REL .049 I I .558 I I I 25-Feb-06 PAGE : 11 EQS Licensee: TITLE: 3 person srm with replications MAXIMUM LIKELIHOOD SOLUTION (NORMAL DISTRIBUTION THEORY) COVARIANCES AMONG INDEPENDENT VARIABLES --------------------------------------- STATISTICS SIGNIFICANT AT THE 5% LEVEL ARE MARKED WITH @. E D --- --- E3 - V3 -.039*I I E1 - V1 .024 I I -1.648 I I I I E5 - V5 -.023*I I E1 - V1 .025 I I -.912 I I I I E7 - V7 .034*I I E1 - V1 .024 I I 1.451 I I I I E9 - V9 -.009*I I E1 - V1 .025 I I -.358 I I I I E11 - V11 .019*I I E1 - V1 .025 I I .765 I I I I E4 - V4 .075*I I E2 - V2 .027 I I 2.784@I I I I E6 - V6 .011*I I E2 - V2 .027 I I .416 I I I I E8 - V8 -.001*I I E2 - V2 .025 I I -.033 I I I I E10 - V10 -.003*I I E2 - V2 .029 I I -.121 I I I I E12 - V12 .011*I I E2 - V2 .030 I I .364 I I I I E5 - V5 -.010*I I E3 - V3 .021 I I -.501 I I I I E7 - V7 .030*I I E3 - V3 .021 I I 1.446 I I I I 25-Feb-06 PAGE : 12 EQS Licensee: TITLE: 3 person srm with replications MAXIMUM LIKELIHOOD SOLUTION (NORMAL DISTRIBUTION THEORY) COVARIANCES AMONG INDEPENDENT VARIABLES (CONTINUED) --------------------------------------------------- E9 - V9 -.064*I I E3 - V3 .021 I I -3.009@I I I I E11 - V11 -.017*I I E3 - V3 .021 I I -.816 I I I I E6 - V6 .041*I I E4 - V4 .024 I I 1.718 I I I I E8 - V8 -.029*I I E4 - V4 .023 I I -1.284 I I I I E10 - V10 .050*I I E4 - V4 .026 I I 1.960 I I I I E12 - V12 .029*I I E4 - V4 .026 I I 1.087 I I I I E7 - V7 .010*I I E5 - V5 .021 I I .473 I I I I E9 - V9 -.015*I I E5 - V5 .021 I I -.711 I I I I E11 - V11 -.013*I I E5 - V5 .022 I I -.604 I I I I E8 - V8 .007*I I E6 - V6 .023 I I .310 I I I I E10 - V10 .016*I I E6 - V6 .026 I I .637 I I I I E12 - V12 .026*I I E6 - V6 .027 I I .948 I I I I 25-Feb-06 PAGE : 13 EQS Licensee: TITLE: 3 person srm with replications MAXIMUM LIKELIHOOD SOLUTION (NORMAL DISTRIBUTION THEORY) COVARIANCES AMONG INDEPENDENT VARIABLES (CONTINUED) --------------------------------------------------- E9 - V9 -.036*I I E7 - V7 .022 I I -1.688 I I I I E11 - V11 .008*I I E7 - V7 .022 I I .356 I I I I E10 - V10 .009*I I E8 - V8 .025 I I .371 I I I I E12 - V12 -.001*I I E8 - V8 .026 I I -.030 I I I I E11 - V11 -.044*I I E9 - V9 .025 I I -1.752 I I I I E12 - V12 .105*I I E10 - V10 .032 I I 3.293@I I I I 25-Feb-06 PAGE : 14 EQS Licensee: TITLE: 3 person srm with replications MAXIMUM LIKELIHOOD SOLUTION (NORMAL DISTRIBUTION THEORY) STANDARDIZED SOLUTION: R-SQUARED V1 =V1 = .503 F1 + .293 F4 + .696 F7 + .421 E1 .823 V2 =V2 = .478 F1 + .279 F4 + .662 F7 + .506 E2 .744 V3 =V3 = .583 F1 + .488 F5 + .540 F8 + .361 E3 .869 V4 =V4 = .536 F1 + .448 F5 + .496 F8 + .515 E4 .734 V5 =V5 = .476 F2 + .292 F6 + .778 F9 + .287 E5 .917 V6 =V6 = .448 F2 + .275 F6 + .731 F9 + .435 E6 .811 V7 =V7 = .567 F2 + .492 F5 + .476 F10 + .458 E7 .790 V8 =V8 = .548 F2 + .475 F5 + .460 F10 + .512 E8 .737 V9 =V9 = .741 F3 + .365 F6 + .317 F11 + .466 E9 .783 V10 =V10 = .640 F3 + .315 F6 + .274 F11 + .645 E10 .584 V11 =V11 = .672 F3 + .326 F4 + .567 F12 + .347 E11 .879 V12 =V12 = .583 F3 + .283 F4 + .493 F12 + .580 E12 .663 25-Feb-06 PAGE : 15 EQS Licensee: TITLE: 3 person srm with replications MAXIMUM LIKELIHOOD SOLUTION (NORMAL DISTRIBUTION THEORY) CORRELATIONS AMONG INDEPENDENT VARIABLES --------------------------------------- V F --- --- I F6 -M_PRT .747*I I F1 -M_ACT I I I I F4 -F_PRT .266*I I F2 -F_ACT I I I I F5 -C_PRT .443*I I F3 -C_ACT I I I I F9 -FMREL .345*I I F7 -MFREL I I I I F11 -CM_REL -.705*I I F8 -MCREL I I I I F12 -CF_REL .159*I I F10 -FC_REL I I I 25-Feb-06 PAGE : 16 EQS Licensee: TITLE: 3 person srm with replications MAXIMUM LIKELIHOOD SOLUTION (NORMAL DISTRIBUTION THEORY) CORRELATIONS AMONG INDEPENDENT VARIABLES --------------------------------------- E D --- --- E3 - V3 -.362*I I E1 - V1 I I I I E5 - V5 -.223*I I E1 - V1 I I I I E7 - V7 .253*I I E1 - V1 I I I I E9 - V9 -.067*I I E1 - V1 I I I I E11 - V11 .180*I I E1 - V1 I I I I E4 - V4 .354*I I E2 - V2 I I I I E6 - V6 .055*I I E2 - V2 I I I I E8 - V8 -.004*I I E2 - V2 I I I I E10 - V10 -.013*I I E2 - V2 I I I I E12 - V12 .041*I I E2 - V2 I I I I E5 - V5 -.139*I I E3 - V3 I I I I E7 - V7 .297*I I E3 - V3 I I I I E9 - V9 -.657*I I E3 - V3 I I I I E11 - V11 -.218*I I E3 - V3 I I I I E6 - V6 .219*I I E4 - V4 I I I I E8 - V8 -.161*I I E4 - V4 I I I I 25-Feb-06 PAGE : 17 EQS Licensee: TITLE: 3 person srm with replications MAXIMUM LIKELIHOOD SOLUTION (NORMAL DISTRIBUTION THEORY) CORRELATIONS AMONG INDEPENDENT VARIABLES (CONTINUED) --------------------------------------------------- E10 - V10 .208*I I E4 - V4 I I I I E12 - V12 .120*I I E4 - V4 I I I I E7 - V7 .108*I I E5 - V5 I I I I E9 - V9 -.167*I I E5 - V5 I I I I E11 - V11 -.178*I I E5 - V5 I I I I E8 - V8 .041*I I E6 - V6 I I I I E10 - V10 .070*I I E6 - V6 I I I I E12 - V12 .110*I I E6 - V6 I I I I E9 - V9 -.298*I I E7 - V7 I I I I E11 - V11 .079*I I E7 - V7 I I I I E10 - V10 .041*I I E8 - V8 I I I I E12 - V12 -.004*I I E8 - V8 I I I I E11 - V11 -.446*I I E9 - V9 I I I I E12 - V12 .351*I I E10 - V10 I I I I ------------------------------------------------------------------------------- E N D O F M E T H O D ------------------------------------------------------------------------------- Execution begins at 17:56:52 Execution ends at 17:56:53 Elapsed time = 1.00 seconds