Mplus VERSION 5.1 MUTHEN & MUTHEN 05/09/2008 10:27 AM INPUT INSTRUCTIONS Title: Hopkins Cohort 1 All time points with Classroom Information Data: File = Cohort1_classroom_ALL.DAT; Variable: Names are PRCID stub1F bkRule1F harmO1F bkThin1F yell1F takeP1F fight1F lies1F tease1F stub1S bkRule1S harmO1S bkThin1S yell1S takeP1S fight1S lies1S tease1S stub2S bkRule2S harmO2S bkThin2S yell2S takeP2S fight2S lies2S tease2S stub3S bkRule3S harmO3S bkThin3S yell3S takeP3S fight3S lies3S tease3S stub4S bkRule4S harmO4S bkThin4S yell4S takeP4S fight4S lies4S tease4S stub5S bkRule5S harmO5S bkThin5S yell5S takeP5S fight5S lies5S tease5S stub6S bkRule6S harmO6S bkThin6S yell6S takeP6S fight6S lies6S tease6S stub7S bkRule7S harmO7S bkThin7S yell7S takeP7S fight7S lies7S tease7S gender race des011 sch011 sec011 juv99 violchld antisocr conductr athort1F harmP1S athort1S harmP2S athort2S harmP3S athort3S harmP4S athort4S harmP5S athort5S harmP6S harmP7S athort7S stub2F bkRule2F harmO2F bkThin2F yell2F takeP2F fight2F harmP2F lies2F athort2F tease2F CLASSRM; !Variable Name Convention ____1F: first Grade Fall, ! ___1S: 1st Grade Spring !1st Grade Fall 10 items harmO1F !1st Grade Spring 11 items: harmO1F broken into harmO1S and harmP1S !stub1F : Stubborn 1st Grade Fall !bkRule1F: Break Rules 1st Grade Fall !harmO1F : Harm Others and Property 1st Grade Fall !bkThin1F: Break Things 1st Grade Fall !yell1F: Yells at Others 1st Grade Fall !takeP1F: Take Others' Property 1st Grade Fall !fight1F: Fights 1st Grade Fall !lies1F: Lies 1st Grade Fall !tease1F: Tease Classmates 1st Grade Fall !athort1F: Trouble accepting authority 1st Grade Fall !harmP1S: Harms Property 1st Grade Spring !athort1S: Trouble accepting authority 1st Grade Spring !scho011: School ID !sec011: Classroom ID !Gender: 1-Male 2-Female !des011: 1-CtrlSchool 2-GBGCtrl 3-Mastery Learning Ctrl ! 4-GBG 5-Mastery Learning Cluster=classrm; Usevar = fight1f fight1s fight2s fight3s fight4s fight5s fight6s fight7s male group1 group2 group3 group4; categorical = fight1f - fight7s; within = male; between = group1 group2 group3 group4; Missing = all (999); Define: cut fight1f-fight7s(1.5); male = 2 - gender; group1 = 0; group2 = 0; group3 = 0; group4 = 0; if(des011 eq 2)then group1=1; if(des011 eq 3)then group2=1; if(des011 eq 4)then group3=1; if(des011 eq 5)then group4=1; Analysis: type = twolevel; process = 4; estimator = wlsm; model: %within% iw sw qw | fight1f@0 fight1s@.5 fight2s@1.5 fight3s@2.5 fight4s@3.5 fight5s@4.5 fight6s@5.5 fight7s@6.5; iw-qw on male; %between% ib sb qb |fight1f@0 fight1s@.5 fight2s@1.5 fight3s@2.5 fight4s@3.5 fight5s@4.5 fight6s@5.5 fight7s@6.5; fight1f-fight7s@0; sb qb on group1 group2 group3 group4; output: tech1 tech8 standardized; *** WARNING Data set contains cases with missing on all variables except x-variables. These cases were not included in the analysis. Number of cases with missing on all variables except x-variables: 22 1 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS Hopkins Cohort 1 All time points with Classroom Information SUMMARY OF ANALYSIS Number of groups 1 Number of observations 1174 Number of dependent variables 8 Number of independent variables 5 Number of continuous latent variables 6 Observed dependent variables Binary and ordered categorical (ordinal) FIGHT1F FIGHT1S FIGHT2S FIGHT3S FIGHT4S FIGHT5S FIGHT6S FIGHT7S Observed independent variables MALE GROUP1 GROUP2 GROUP3 GROUP4 Continuous latent variables IW SW QW IB SB QB Variables with special functions Cluster variable CLASSRM Within variables MALE Between variables GROUP1 GROUP2 GROUP3 GROUP4 Estimator WLSM Optimization Specifications for the Quasi-Newton Algorithm for Continuous Outcomes Maximum number of iterations 1000 Convergence criterion 0.100D-05 Optimization Specifications for the EM Algorithm Maximum number of iterations 500 Convergence criteria Loglikelihood change 0.100D-02 Relative loglikelihood change 0.100D-05 Derivative 0.100D-02 Optimization Specifications for the M step of the EM Algorithm for Categorical Latent variables Number of M step iterations 1 M step convergence criterion 0.100D-02 Basis for M step termination ITERATION Optimization Specifications for the M step of the EM Algorithm for Censored, Binary or Ordered Categorical (Ordinal), Unordered Categorical (Nominal) and Count Outcomes Number of M step iterations 1 M step convergence criterion 0.100D-02 Basis for M step termination ITERATION Maximum value for logit thresholds 10 Minimum value for logit thresholds -10 Minimum expected cell size for chi-square 0.100D-01 Maximum number of iterations for H1 2000 Convergence criterion for H1 0.100D-03 Optimization algorithm FS Integration Specifications Type STANDARD Number of integration points 7 Dimensions of numerical integration 2 Adaptive quadrature ON Random Starts Specifications Number of random starts 10 Link PROBIT Cholesky ON Input data file(s) Cohort1_classroom_ALL.DAT Input data format FREE SUMMARY OF DATA Number of clusters 41 Average cluster size 28.634 Estimated Intraclass Correlations for the Y Variables Intraclass Intraclass Intraclass Variable Correlation Variable Correlation Variable Correlation FIGHT1F 0.339 FIGHT1S 0.304 FIGHT2S 0.246 FIGHT3S 0.088 FIGHT4S 0.034 FIGHT5S 0.031 FIGHT6S 0.173 FIGHT7S 0.083 COVARIANCE COVERAGE OF DATA Minimum covariance coverage value 0.100 SUMMARY OF CATEGORICAL DATA PROPORTIONS FIGHT1F Category 1 0.641 Category 2 0.359 FIGHT1S Category 1 0.564 Category 2 0.436 FIGHT2S Category 1 0.509 Category 2 0.491 FIGHT3S Category 1 0.507 Category 2 0.493 FIGHT4S Category 1 0.482 Category 2 0.518 FIGHT5S Category 1 0.497 Category 2 0.503 FIGHT6S Category 1 0.533 Category 2 0.467 FIGHT7S Category 1 0.547 Category 2 0.453 THE MODEL ESTIMATION TERMINATED NORMALLY TESTS OF MODEL FIT Chi-Square Test of Model Fit Value 107.233 Degrees of Freedom 88 P-Value 0.0800 Chi-Square Test of Model Fit for the Baseline Model Value 2443.618 Degrees of Freedom 96 P-Value 0.0000 CFI/TLI CFI 0.992 TLI 0.991 Number of Free Parameters 24 RMSEA (Root Mean Square Error Of Approximation) Estimate 0.014 SRMR (Standardized Root Mean Square Residual) Value for Within 0.047 Value for Between 0.572 WRMR (Weighted Root Mean Square Residual) Value 0.861 MODEL RESULTS Two-Tailed Estimate S.E. Est./S.E. P-Value Within Level IW | FIGHT1F 1.000 0.000 999.000 999.000 FIGHT1S 1.000 0.000 999.000 999.000 FIGHT2S 1.000 0.000 999.000 999.000 FIGHT3S 1.000 0.000 999.000 999.000 FIGHT4S 1.000 0.000 999.000 999.000 FIGHT5S 1.000 0.000 999.000 999.000 FIGHT6S 1.000 0.000 999.000 999.000 FIGHT7S 1.000 0.000 999.000 999.000 SW | FIGHT1F 0.000 0.000 999.000 999.000 FIGHT1S 0.500 0.000 999.000 999.000 FIGHT2S 1.500 0.000 999.000 999.000 FIGHT3S 2.500 0.000 999.000 999.000 FIGHT4S 3.500 0.000 999.000 999.000 FIGHT5S 4.500 0.000 999.000 999.000 FIGHT6S 5.500 0.000 999.000 999.000 FIGHT7S 6.500 0.000 999.000 999.000 QW | FIGHT1F 0.000 0.000 999.000 999.000 FIGHT1S 0.250 0.000 999.000 999.000 FIGHT2S 2.250 0.000 999.000 999.000 FIGHT3S 6.250 0.000 999.000 999.000 FIGHT4S 12.250 0.000 999.000 999.000 FIGHT5S 20.250 0.000 999.000 999.000 FIGHT6S 30.250 0.000 999.000 999.000 FIGHT7S 42.250 0.000 999.000 999.000 IW ON MALE 1.260 0.142 8.903 0.000 SW ON MALE -0.105 0.100 -1.046 0.295 QW ON MALE 0.010 0.015 0.678 0.498 SW WITH IW -0.359 0.156 -2.299 0.022 QW WITH IW 0.027 0.020 1.387 0.166 SW -0.015 0.013 -1.173 0.241 Residual Variances IW 1.880 0.393 4.782 0.000 SW 0.160 0.091 1.764 0.078 QW 0.002 0.002 0.950 0.342 Between Level IB | FIGHT1F 1.000 0.000 999.000 999.000 FIGHT1S 1.000 0.000 999.000 999.000 FIGHT2S 1.000 0.000 999.000 999.000 FIGHT3S 1.000 0.000 999.000 999.000 FIGHT4S 1.000 0.000 999.000 999.000 FIGHT5S 1.000 0.000 999.000 999.000 FIGHT6S 1.000 0.000 999.000 999.000 FIGHT7S 1.000 0.000 999.000 999.000 SB | FIGHT1F 0.000 0.000 999.000 999.000 FIGHT1S 0.500 0.000 999.000 999.000 FIGHT2S 1.500 0.000 999.000 999.000 FIGHT3S 2.500 0.000 999.000 999.000 FIGHT4S 3.500 0.000 999.000 999.000 FIGHT5S 4.500 0.000 999.000 999.000 FIGHT6S 5.500 0.000 999.000 999.000 FIGHT7S 6.500 0.000 999.000 999.000 QB | FIGHT1F 0.000 0.000 999.000 999.000 FIGHT1S 0.250 0.000 999.000 999.000 FIGHT2S 2.250 0.000 999.000 999.000 FIGHT3S 6.250 0.000 999.000 999.000 FIGHT4S 12.250 0.000 999.000 999.000 FIGHT5S 20.250 0.000 999.000 999.000 FIGHT6S 30.250 0.000 999.000 999.000 FIGHT7S 42.250 0.000 999.000 999.000 SB ON GROUP1 -0.017 0.153 -0.108 0.914 GROUP2 -0.083 0.140 -0.589 0.556 GROUP3 0.120 0.098 1.223 0.221 GROUP4 -0.078 0.131 -0.592 0.554 QB ON GROUP1 0.008 0.022 0.347 0.728 GROUP2 0.007 0.024 0.292 0.770 GROUP3 -0.020 0.016 -1.272 0.203 GROUP4 0.009 0.024 0.373 0.709 QB WITH SB 0.003 0.003 1.099 0.272 Means IB 0.000 0.000 999.000 999.000 Intercepts SB 0.383 0.293 1.309 0.191 QB -0.050 0.033 -1.510 0.131 Thresholds FIGHT1F$1 1.182 0.546 2.166 0.030 FIGHT1S$1 1.182 0.546 2.166 0.030 FIGHT2S$1 1.182 0.546 2.166 0.030 FIGHT3S$1 1.182 0.546 2.166 0.030 FIGHT4S$1 1.182 0.546 2.166 0.030 FIGHT5S$1 1.182 0.546 2.166 0.030 FIGHT6S$1 1.182 0.546 2.166 0.030 FIGHT7S$1 1.182 0.546 2.166 0.030 Variances IB 0.141 0.065 2.179 0.029 Residual Variances FIGHT1F 0.000 0.000 999.000 999.000 FIGHT1S 0.000 0.000 999.000 999.000 FIGHT2S 0.000 0.000 999.000 999.000 FIGHT3S 0.000 0.000 999.000 999.000 FIGHT4S 0.000 0.000 999.000 999.000 FIGHT5S 0.000 0.000 999.000 999.000 FIGHT6S 0.000 0.000 999.000 999.000 FIGHT7S 0.000 0.000 999.000 999.000 SB -0.024 0.020 -1.188 0.235 QB 0.000 0.000 -0.815 0.415 STANDARDIZED MODEL RESULTS STDYX Standardization Two-Tailed Estimate S.E. Est./S.E. P-Value Within Level IW | FIGHT1F 0.889 0.018 48.896 0.000 FIGHT1S 0.941 0.037 25.346 0.000 FIGHT2S 1.019 0.073 13.986 0.000 FIGHT3S 1.058 0.098 10.747 0.000 FIGHT4S 1.069 0.111 9.610 0.000 FIGHT5S 1.060 0.113 9.396 0.000 FIGHT6S 1.037 0.110 9.416 0.000 FIGHT7S 0.994 0.117 8.506 0.000 SW | FIGHT1F 0.000 0.000 999.000 999.000 FIGHT1S 0.126 0.031 4.068 0.000 FIGHT2S 0.409 0.106 3.859 0.000 FIGHT3S 0.708 0.186 3.810 0.000 FIGHT4S 1.001 0.265 3.773 0.000 FIGHT5S 1.277 0.346 3.686 0.000 FIGHT6S 1.526 0.426 3.581 0.000 FIGHT7S 1.728 0.490 3.523 0.000 QW | FIGHT1F 0.000 0.000 999.000 999.000 FIGHT1S 0.007 0.003 2.017 0.044 FIGHT2S 0.064 0.032 1.976 0.048 FIGHT3S 0.185 0.094 1.972 0.049 FIGHT4S 0.366 0.186 1.968 0.049 FIGHT5S 0.601 0.308 1.953 0.051 FIGHT6S 0.878 0.449 1.955 0.051 FIGHT7S 1.175 0.582 2.020 0.043 IW ON MALE 0.417 0.038 10.942 0.000 SW ON MALE -0.130 0.123 -1.052 0.293 QW ON MALE 0.124 0.181 0.681 0.496 SW WITH IW -0.655 0.117 -5.596 0.000 QW WITH IW 0.476 0.176 2.708 0.007 SW -0.881 0.077 -11.510 0.000 Residual Variances IW 0.826 0.032 25.919 0.000 SW 0.983 0.032 30.641 0.000 QW 0.985 0.045 21.947 0.000 Between Level IB | FIGHT1F 1.000 0.000 999.000 999.000 FIGHT1S 1.015 0.012 81.265 0.000 FIGHT2S 1.110 0.104 10.689 0.000 FIGHT3S 1.241 0.271 4.589 0.000 FIGHT4S 1.279 0.379 3.378 0.001 FIGHT5S 1.124 0.310 3.627 0.000 FIGHT6S 0.895 0.224 3.996 0.000 FIGHT7S 0.707 0.172 4.118 0.000 SB | FIGHT1F 999.000 999.000 999.000 999.000 FIGHT1S 999.000 999.000 999.000 999.000 FIGHT2S 999.000 999.000 999.000 999.000 FIGHT3S 999.000 999.000 999.000 999.000 FIGHT4S 999.000 999.000 999.000 999.000 FIGHT5S 999.000 999.000 999.000 999.000 FIGHT6S 999.000 999.000 999.000 999.000 FIGHT7S 999.000 999.000 999.000 999.000 QB | FIGHT1F 999.000 999.000 999.000 999.000 FIGHT1S 999.000 999.000 999.000 999.000 FIGHT2S 999.000 999.000 999.000 999.000 FIGHT3S 999.000 999.000 999.000 999.000 FIGHT4S 999.000 999.000 999.000 999.000 FIGHT5S 999.000 999.000 999.000 999.000 FIGHT6S 999.000 999.000 999.000 999.000 FIGHT7S 999.000 999.000 999.000 999.000 SB ON GROUP1 999.000 999.000 999.000 999.000 GROUP2 999.000 999.000 999.000 999.000 GROUP3 999.000 999.000 999.000 999.000 GROUP4 999.000 999.000 999.000 999.000 QB ON GROUP1 999.000 999.000 999.000 999.000 GROUP2 999.000 999.000 999.000 999.000 GROUP3 999.000 999.000 999.000 999.000 GROUP4 999.000 999.000 999.000 999.000 QB WITH SB 999.000 999.000 999.000 999.000 Means IB 0.000 0.000 999.000 999.000 Intercepts SB 999.000 999.000 999.000 999.000 QB 999.000 999.000 999.000 999.000 Thresholds FIGHT1F$1 0.697 0.321 2.170 0.030 FIGHT1S$1 0.737 0.341 2.165 0.030 FIGHT2S$1 0.798 0.371 2.148 0.032 FIGHT3S$1 0.829 0.389 2.129 0.033 FIGHT4S$1 0.837 0.395 2.118 0.034 FIGHT5S$1 0.831 0.390 2.129 0.033 FIGHT6S$1 0.812 0.373 2.179 0.029 FIGHT7S$1 0.778 0.341 2.284 0.022 Variances IB 1.000 0.000 999.000 999.000 Residual Variances FIGHT1F 0.000 999.000 999.000 999.000 FIGHT1S 0.000 999.000 999.000 999.000 FIGHT2S 0.000 999.000 999.000 999.000 FIGHT3S 0.000 999.000 999.000 999.000 FIGHT4S 0.000 999.000 999.000 999.000 FIGHT5S 0.000 999.000 999.000 999.000 FIGHT6S 0.000 999.000 999.000 999.000 FIGHT7S 0.000 999.000 999.000 999.000 SB 999.000 999.000 999.000 999.000 QB 999.000 999.000 999.000 999.000 STDY Standardization Two-Tailed Estimate S.E. Est./S.E. P-Value Within Level IW | FIGHT1F 0.889 0.018 48.896 0.000 FIGHT1S 0.941 0.037 25.346 0.000 FIGHT2S 1.019 0.073 13.986 0.000 FIGHT3S 1.058 0.098 10.747 0.000 FIGHT4S 1.069 0.111 9.610 0.000 FIGHT5S 1.060 0.113 9.396 0.000 FIGHT6S 1.037 0.110 9.416 0.000 FIGHT7S 0.994 0.117 8.506 0.000 SW | FIGHT1F 0.000 0.000 999.000 999.000 FIGHT1S 0.126 0.031 4.068 0.000 FIGHT2S 0.409 0.106 3.859 0.000 FIGHT3S 0.708 0.186 3.810 0.000 FIGHT4S 1.001 0.265 3.773 0.000 FIGHT5S 1.277 0.346 3.686 0.000 FIGHT6S 1.526 0.426 3.581 0.000 FIGHT7S 1.728 0.490 3.523 0.000 QW | FIGHT1F 0.000 0.000 999.000 999.000 FIGHT1S 0.007 0.003 2.017 0.044 FIGHT2S 0.064 0.032 1.976 0.048 FIGHT3S 0.185 0.094 1.972 0.049 FIGHT4S 0.366 0.186 1.968 0.049 FIGHT5S 0.601 0.308 1.953 0.051 FIGHT6S 0.878 0.449 1.955 0.051 FIGHT7S 1.175 0.582 2.020 0.043 IW ON MALE 0.835 0.075 11.129 0.000 SW ON MALE -0.260 0.247 -1.052 0.293 QW ON MALE 0.247 0.363 0.681 0.496 SW WITH IW -0.655 0.117 -5.596 0.000 QW WITH IW 0.476 0.176 2.708 0.007 SW -0.881 0.077 -11.510 0.000 Residual Variances IW 0.826 0.032 25.919 0.000 SW 0.983 0.032 30.641 0.000 QW 0.985 0.045 21.947 0.000 Between Level IB | FIGHT1F 1.000 0.000 999.000 999.000 FIGHT1S 1.015 0.012 81.265 0.000 FIGHT2S 1.110 0.104 10.689 0.000 FIGHT3S 1.241 0.271 4.589 0.000 FIGHT4S 1.279 0.379 3.378 0.001 FIGHT5S 1.124 0.310 3.627 0.000 FIGHT6S 0.895 0.224 3.996 0.000 FIGHT7S 0.707 0.172 4.118 0.000 SB | FIGHT1F 999.000 999.000 999.000 999.000 FIGHT1S 999.000 999.000 999.000 999.000 FIGHT2S 999.000 999.000 999.000 999.000 FIGHT3S 999.000 999.000 999.000 999.000 FIGHT4S 999.000 999.000 999.000 999.000 FIGHT5S 999.000 999.000 999.000 999.000 FIGHT6S 999.000 999.000 999.000 999.000 FIGHT7S 999.000 999.000 999.000 999.000 QB | FIGHT1F 999.000 999.000 999.000 999.000 FIGHT1S 999.000 999.000 999.000 999.000 FIGHT2S 999.000 999.000 999.000 999.000 FIGHT3S 999.000 999.000 999.000 999.000 FIGHT4S 999.000 999.000 999.000 999.000 FIGHT5S 999.000 999.000 999.000 999.000 FIGHT6S 999.000 999.000 999.000 999.000 FIGHT7S 999.000 999.000 999.000 999.000 SB ON GROUP1 999.000 999.000 999.000 999.000 GROUP2 999.000 999.000 999.000 999.000 GROUP3 999.000 999.000 999.000 999.000 GROUP4 999.000 999.000 999.000 999.000 QB ON GROUP1 999.000 999.000 999.000 999.000 GROUP2 999.000 999.000 999.000 999.000 GROUP3 999.000 999.000 999.000 999.000 GROUP4 999.000 999.000 999.000 999.000 QB WITH SB 999.000 999.000 999.000 999.000 Means IB 0.000 0.000 999.000 999.000 Intercepts SB 999.000 999.000 999.000 999.000 QB 999.000 999.000 999.000 999.000 Thresholds FIGHT1F$1 0.697 0.321 2.170 0.030 FIGHT1S$1 0.737 0.341 2.165 0.030 FIGHT2S$1 0.798 0.371 2.148 0.032 FIGHT3S$1 0.829 0.389 2.129 0.033 FIGHT4S$1 0.837 0.395 2.118 0.034 FIGHT5S$1 0.831 0.390 2.129 0.033 FIGHT6S$1 0.812 0.373 2.179 0.029 FIGHT7S$1 0.778 0.341 2.284 0.022 Variances IB 1.000 0.000 999.000 999.000 Residual Variances FIGHT1F 999.000 999.000 999.000 999.000 FIGHT1S 999.000 999.000 999.000 999.000 FIGHT2S 999.000 999.000 999.000 999.000 FIGHT3S 999.000 999.000 999.000 999.000 FIGHT4S 999.000 999.000 999.000 999.000 FIGHT5S 999.000 999.000 999.000 999.000 FIGHT6S 999.000 999.000 999.000 999.000 FIGHT7S 999.000 999.000 999.000 999.000 SB 999.000 999.000 999.000 999.000 QB 999.000 999.000 999.000 999.000 STD Standardization Two-Tailed Estimate S.E. Est./S.E. P-Value Within Level IW | FIGHT1F 1.509 0.147 10.240 0.000 FIGHT1S 1.509 0.147 10.240 0.000 FIGHT2S 1.509 0.147 10.240 0.000 FIGHT3S 1.509 0.147 10.240 0.000 FIGHT4S 1.509 0.147 10.240 0.000 FIGHT5S 1.509 0.147 10.240 0.000 FIGHT6S 1.509 0.147 10.240 0.000 FIGHT7S 1.509 0.147 10.240 0.000 SW | FIGHT1F 0.000 0.000 999.000 999.000 FIGHT1S 0.202 0.057 3.560 0.000 FIGHT2S 0.606 0.170 3.560 0.000 FIGHT3S 1.009 0.283 3.560 0.000 FIGHT4S 1.413 0.397 3.560 0.000 FIGHT5S 1.817 0.510 3.560 0.000 FIGHT6S 2.220 0.624 3.560 0.000 FIGHT7S 2.624 0.737 3.560 0.000 QW | FIGHT1F 0.000 0.000 999.000 999.000 FIGHT1S 0.011 0.006 1.915 0.056 FIGHT2S 0.095 0.050 1.915 0.056 FIGHT3S 0.264 0.138 1.915 0.056 FIGHT4S 0.517 0.270 1.915 0.056 FIGHT5S 0.855 0.447 1.915 0.056 FIGHT6S 1.278 0.667 1.915 0.056 FIGHT7S 1.785 0.932 1.915 0.056 IW ON MALE 0.835 0.075 11.129 0.000 SW ON MALE -0.260 0.247 -1.052 0.293 QW ON MALE 0.247 0.363 0.681 0.496 SW WITH IW -0.655 0.117 -5.596 0.000 QW WITH IW 0.476 0.176 2.708 0.007 SW -0.881 0.077 -11.510 0.000 Residual Variances IW 0.826 0.032 25.919 0.000 SW 0.983 0.032 30.641 0.000 QW 0.985 0.045 21.947 0.000 Between Level IB | FIGHT1F 0.375 0.086 4.357 0.000 FIGHT1S 0.375 0.086 4.357 0.000 FIGHT2S 0.375 0.086 4.357 0.000 FIGHT3S 0.375 0.086 4.357 0.000 FIGHT4S 0.375 0.086 4.357 0.000 FIGHT5S 0.375 0.086 4.357 0.000 FIGHT6S 0.375 0.086 4.357 0.000 FIGHT7S 0.375 0.086 4.357 0.000 SB | FIGHT1F 999.000 999.000 999.000 999.000 FIGHT1S 999.000 999.000 999.000 999.000 FIGHT2S 999.000 999.000 999.000 999.000 FIGHT3S 999.000 999.000 999.000 999.000 FIGHT4S 999.000 999.000 999.000 999.000 FIGHT5S 999.000 999.000 999.000 999.000 FIGHT6S 999.000 999.000 999.000 999.000 FIGHT7S 999.000 999.000 999.000 999.000 QB | FIGHT1F 999.000 999.000 999.000 999.000 FIGHT1S 999.000 999.000 999.000 999.000 FIGHT2S 999.000 999.000 999.000 999.000 FIGHT3S 999.000 999.000 999.000 999.000 FIGHT4S 999.000 999.000 999.000 999.000 FIGHT5S 999.000 999.000 999.000 999.000 FIGHT6S 999.000 999.000 999.000 999.000 FIGHT7S 999.000 999.000 999.000 999.000 SB ON GROUP1 999.000 999.000 999.000 999.000 GROUP2 999.000 999.000 999.000 999.000 GROUP3 999.000 999.000 999.000 999.000 GROUP4 999.000 999.000 999.000 999.000 QB ON GROUP1 999.000 999.000 999.000 999.000 GROUP2 999.000 999.000 999.000 999.000 GROUP3 999.000 999.000 999.000 999.000 GROUP4 999.000 999.000 999.000 999.000 QB WITH SB 999.000 999.000 999.000 999.000 Means IB 0.000 0.000 999.000 999.000 Intercepts SB 999.000 999.000 999.000 999.000 QB 999.000 999.000 999.000 999.000 Thresholds FIGHT1F$1 1.182 0.546 2.166 0.030 FIGHT1S$1 1.182 0.546 2.166 0.030 FIGHT2S$1 1.182 0.546 2.166 0.030 FIGHT3S$1 1.182 0.546 2.166 0.030 FIGHT4S$1 1.182 0.546 2.166 0.030 FIGHT5S$1 1.182 0.546 2.166 0.030 FIGHT6S$1 1.182 0.546 2.166 0.030 FIGHT7S$1 1.182 0.546 2.166 0.030 Variances IB 1.000 0.000 999.000 999.000 Residual Variances FIGHT1F 999.000 999.000 999.000 999.000 FIGHT1S 999.000 999.000 999.000 999.000 FIGHT2S 999.000 999.000 999.000 999.000 FIGHT3S 999.000 999.000 999.000 999.000 FIGHT4S 999.000 999.000 999.000 999.000 FIGHT5S 999.000 999.000 999.000 999.000 FIGHT6S 999.000 999.000 999.000 999.000 FIGHT7S 999.000 999.000 999.000 999.000 SB 999.000 999.000 999.000 999.000 QB 999.000 999.000 999.000 999.000 R-SQUARE Within Level Observed Two-Tailed Scale Variable Estimate S.E. Est./S.E. P-Value Factors FIGHT1F 0.653 0.054 12.176 0.000 0.589 FIGHT1S 0.611 0.047 13.087 0.000 0.624 FIGHT2S 0.544 0.036 15.237 0.000 0.675 FIGHT3S 0.508 0.040 12.845 0.000 0.701 FIGHT4S 0.498 0.044 11.299 0.000 0.708 FIGHT5S 0.506 0.039 12.832 0.000 0.703 FIGHT6S 0.528 0.041 12.822 0.000 0.687 FIGHT7S 0.566 0.072 7.832 0.000 0.659 Latent Two-Tailed Variable Estimate S.E. Est./S.E. P-Value IW 0.174 0.032 5.471 0.000 SW 0.017 0.032 0.526 0.599 QW 0.015 0.045 0.341 0.733 Between Level Observed Two-Tailed Variable Estimate S.E. Est./S.E. P-Value FIGHT1F 1.000 999.000 999.000 999.000 FIGHT1S 1.000 999.000 999.000 999.000 FIGHT2S 1.000 999.000 999.000 999.000 FIGHT3S 1.000 999.000 999.000 999.000 FIGHT4S 1.000 999.000 999.000 999.000 FIGHT5S 1.000 999.000 999.000 999.000 FIGHT6S 1.000 999.000 999.000 999.000 FIGHT7S 1.000 999.000 999.000 999.000 Latent Two-Tailed Variable Estimate S.E. Est./S.E. P-Value SB Undefined -0.99800E+03 QB Undefined -0.99800E+03 QUALITY OF NUMERICAL RESULTS Condition Number for the Information Matrix 0.459E-08 (ratio of smallest to largest eigenvalue) TECHNICAL 1 OUTPUT PARAMETER SPECIFICATION FOR WITHIN TAU FIGHT1F$ FIGHT1S$ FIGHT2S$ FIGHT3S$ FIGHT4S$ ________ ________ ________ ________ ________ 1 0 0 0 0 0 TAU FIGHT5S$ FIGHT6S$ FIGHT7S$ ________ ________ ________ 1 0 0 0 NU FIGHT1F FIGHT1S FIGHT2S FIGHT3S FIGHT4S ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU FIGHT5S FIGHT6S FIGHT7S MALE GROUP1 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU GROUP2 GROUP3 GROUP4 ________ ________ ________ 1 0 0 0 LAMBDA IW SW QW IB SB ________ ________ ________ ________ ________ FIGHT1F 0 0 0 0 0 FIGHT1S 0 0 0 0 0 FIGHT2S 0 0 0 0 0 FIGHT3S 0 0 0 0 0 FIGHT4S 0 0 0 0 0 FIGHT5S 0 0 0 0 0 FIGHT6S 0 0 0 0 0 FIGHT7S 0 0 0 0 0 MALE 0 0 0 0 0 GROUP1 0 0 0 0 0 GROUP2 0 0 0 0 0 GROUP3 0 0 0 0 0 GROUP4 0 0 0 0 0 LAMBDA QB MALE GROUP1 GROUP2 GROUP3 ________ ________ ________ ________ ________ FIGHT1F 0 0 0 0 0 FIGHT1S 0 0 0 0 0 FIGHT2S 0 0 0 0 0 FIGHT3S 0 0 0 0 0 FIGHT4S 0 0 0 0 0 FIGHT5S 0 0 0 0 0 FIGHT6S 0 0 0 0 0 FIGHT7S 0 0 0 0 0 MALE 0 0 0 0 0 GROUP1 0 0 0 0 0 GROUP2 0 0 0 0 0 GROUP3 0 0 0 0 0 GROUP4 0 0 0 0 0 LAMBDA GROUP4 ________ FIGHT1F 0 FIGHT1S 0 FIGHT2S 0 FIGHT3S 0 FIGHT4S 0 FIGHT5S 0 FIGHT6S 0 FIGHT7S 0 MALE 0 GROUP1 0 GROUP2 0 GROUP3 0 GROUP4 0 THETA FIGHT1F FIGHT1S FIGHT2S FIGHT3S FIGHT4S ________ ________ ________ ________ ________ FIGHT1F 0 FIGHT1S 0 0 FIGHT2S 0 0 0 FIGHT3S 0 0 0 0 FIGHT4S 0 0 0 0 0 FIGHT5S 0 0 0 0 0 FIGHT6S 0 0 0 0 0 FIGHT7S 0 0 0 0 0 MALE 0 0 0 0 0 GROUP1 0 0 0 0 0 GROUP2 0 0 0 0 0 GROUP3 0 0 0 0 0 GROUP4 0 0 0 0 0 THETA FIGHT5S FIGHT6S FIGHT7S MALE GROUP1 ________ ________ ________ ________ ________ FIGHT5S 0 FIGHT6S 0 0 FIGHT7S 0 0 0 MALE 0 0 0 0 GROUP1 0 0 0 0 0 GROUP2 0 0 0 0 0 GROUP3 0 0 0 0 0 GROUP4 0 0 0 0 0 THETA GROUP2 GROUP3 GROUP4 ________ ________ ________ GROUP2 0 GROUP3 0 0 GROUP4 0 0 0 ALPHA IW SW QW IB SB ________ ________ ________ ________ ________ 1 0 0 0 0 0 ALPHA QB MALE GROUP1 GROUP2 GROUP3 ________ ________ ________ ________ ________ 1 0 0 0 0 0 ALPHA GROUP4 ________ 1 0 BETA IW SW QW IB SB ________ ________ ________ ________ ________ IW 0 0 0 0 0 SW 0 0 0 0 0 QW 0 0 0 0 0 IB 0 0 0 0 0 SB 0 0 0 0 0 QB 0 0 0 0 0 MALE 0 0 0 0 0 GROUP1 0 0 0 0 0 GROUP2 0 0 0 0 0 GROUP3 0 0 0 0 0 GROUP4 0 0 0 0 0 BETA QB MALE GROUP1 GROUP2 GROUP3 ________ ________ ________ ________ ________ IW 0 1 0 0 0 SW 0 2 0 0 0 QW 0 3 0 0 0 IB 0 0 0 0 0 SB 0 0 0 0 0 QB 0 0 0 0 0 MALE 0 0 0 0 0 GROUP1 0 0 0 0 0 GROUP2 0 0 0 0 0 GROUP3 0 0 0 0 0 GROUP4 0 0 0 0 0 BETA GROUP4 ________ IW 0 SW 0 QW 0 IB 0 SB 0 QB 0 MALE 0 GROUP1 0 GROUP2 0 GROUP3 0 GROUP4 0 PSI IW SW QW IB SB ________ ________ ________ ________ ________ IW 4 SW 5 6 QW 7 8 9 IB 0 0 0 0 SB 0 0 0 0 0 QB 0 0 0 0 0 MALE 0 0 0 0 0 GROUP1 0 0 0 0 0 GROUP2 0 0 0 0 0 GROUP3 0 0 0 0 0 GROUP4 0 0 0 0 0 PSI QB MALE GROUP1 GROUP2 GROUP3 ________ ________ ________ ________ ________ QB 0 MALE 0 0 GROUP1 0 0 0 GROUP2 0 0 0 0 GROUP3 0 0 0 0 0 GROUP4 0 0 0 0 0 PSI GROUP4 ________ GROUP4 0 PARAMETER SPECIFICATION FOR BETWEEN TAU FIGHT1F$ FIGHT1S$ FIGHT2S$ FIGHT3S$ FIGHT4S$ ________ ________ ________ ________ ________ 1 24 24 24 24 24 TAU FIGHT5S$ FIGHT6S$ FIGHT7S$ ________ ________ ________ 1 24 24 24 NU FIGHT1F FIGHT1S FIGHT2S FIGHT3S FIGHT4S ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU FIGHT5S FIGHT6S FIGHT7S MALE GROUP1 ________ ________ ________ ________ ________ 1 0 0 0 0 0 NU GROUP2 GROUP3 GROUP4 ________ ________ ________ 1 0 0 0 LAMBDA IW SW QW IB SB ________ ________ ________ ________ ________ FIGHT1F 0 0 0 0 0 FIGHT1S 0 0 0 0 0 FIGHT2S 0 0 0 0 0 FIGHT3S 0 0 0 0 0 FIGHT4S 0 0 0 0 0 FIGHT5S 0 0 0 0 0 FIGHT6S 0 0 0 0 0 FIGHT7S 0 0 0 0 0 MALE 0 0 0 0 0 GROUP1 0 0 0 0 0 GROUP2 0 0 0 0 0 GROUP3 0 0 0 0 0 GROUP4 0 0 0 0 0 LAMBDA QB MALE GROUP1 GROUP2 GROUP3 ________ ________ ________ ________ ________ FIGHT1F 0 0 0 0 0 FIGHT1S 0 0 0 0 0 FIGHT2S 0 0 0 0 0 FIGHT3S 0 0 0 0 0 FIGHT4S 0 0 0 0 0 FIGHT5S 0 0 0 0 0 FIGHT6S 0 0 0 0 0 FIGHT7S 0 0 0 0 0 MALE 0 0 0 0 0 GROUP1 0 0 0 0 0 GROUP2 0 0 0 0 0 GROUP3 0 0 0 0 0 GROUP4 0 0 0 0 0 LAMBDA GROUP4 ________ FIGHT1F 0 FIGHT1S 0 FIGHT2S 0 FIGHT3S 0 FIGHT4S 0 FIGHT5S 0 FIGHT6S 0 FIGHT7S 0 MALE 0 GROUP1 0 GROUP2 0 GROUP3 0 GROUP4 0 THETA FIGHT1F FIGHT1S FIGHT2S FIGHT3S FIGHT4S ________ ________ ________ ________ ________ FIGHT1F 0 FIGHT1S 0 0 FIGHT2S 0 0 0 FIGHT3S 0 0 0 0 FIGHT4S 0 0 0 0 0 FIGHT5S 0 0 0 0 0 FIGHT6S 0 0 0 0 0 FIGHT7S 0 0 0 0 0 MALE 0 0 0 0 0 GROUP1 0 0 0 0 0 GROUP2 0 0 0 0 0 GROUP3 0 0 0 0 0 GROUP4 0 0 0 0 0 THETA FIGHT5S FIGHT6S FIGHT7S MALE GROUP1 ________ ________ ________ ________ ________ FIGHT5S 0 FIGHT6S 0 0 FIGHT7S 0 0 0 MALE 0 0 0 0 GROUP1 0 0 0 0 0 GROUP2 0 0 0 0 0 GROUP3 0 0 0 0 0 GROUP4 0 0 0 0 0 THETA GROUP2 GROUP3 GROUP4 ________ ________ ________ GROUP2 0 GROUP3 0 0 GROUP4 0 0 0 ALPHA IW SW QW IB SB ________ ________ ________ ________ ________ 1 0 0 0 0 10 ALPHA QB MALE GROUP1 GROUP2 GROUP3 ________ ________ ________ ________ ________ 1 11 0 0 0 0 ALPHA GROUP4 ________ 1 0 BETA IW SW QW IB SB ________ ________ ________ ________ ________ IW 0 0 0 0 0 SW 0 0 0 0 0 QW 0 0 0 0 0 IB 0 0 0 0 0 SB 0 0 0 0 0 QB 0 0 0 0 0 MALE 0 0 0 0 0 GROUP1 0 0 0 0 0 GROUP2 0 0 0 0 0 GROUP3 0 0 0 0 0 GROUP4 0 0 0 0 0 BETA QB MALE GROUP1 GROUP2 GROUP3 ________ ________ ________ ________ ________ IW 0 0 0 0 0 SW 0 0 0 0 0 QW 0 0 0 0 0 IB 0 0 0 0 0 SB 0 0 12 13 14 QB 0 0 16 17 18 MALE 0 0 0 0 0 GROUP1 0 0 0 0 0 GROUP2 0 0 0 0 0 GROUP3 0 0 0 0 0 GROUP4 0 0 0 0 0 BETA GROUP4 ________ IW 0 SW 0 QW 0 IB 0 SB 15 QB 19 MALE 0 GROUP1 0 GROUP2 0 GROUP3 0 GROUP4 0 PSI IW SW QW IB SB ________ ________ ________ ________ ________ IW 0 SW 0 0 QW 0 0 0 IB 0 0 0 20 SB 0 0 0 0 21 QB 0 0 0 0 22 MALE 0 0 0 0 0 GROUP1 0 0 0 0 0 GROUP2 0 0 0 0 0 GROUP3 0 0 0 0 0 GROUP4 0 0 0 0 0 PSI QB MALE GROUP1 GROUP2 GROUP3 ________ ________ ________ ________ ________ QB 23 MALE 0 0 GROUP1 0 0 0 GROUP2 0 0 0 0 GROUP3 0 0 0 0 0 GROUP4 0 0 0 0 0 PSI GROUP4 ________ GROUP4 0 STARTING VALUES FOR WITHIN TAU FIGHT1F$ FIGHT1S$ FIGHT2S$ FIGHT3S$ FIGHT4S$ ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 TAU FIGHT5S$ FIGHT6S$ FIGHT7S$ ________ ________ ________ 1 0.000 0.000 0.000 NU FIGHT1F FIGHT1S FIGHT2S FIGHT3S FIGHT4S ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU FIGHT5S FIGHT6S FIGHT7S MALE GROUP1 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU GROUP2 GROUP3 GROUP4 ________ ________ ________ 1 0.000 0.000 0.000 LAMBDA IW SW QW IB SB ________ ________ ________ ________ ________ FIGHT1F 1.000 0.000 0.000 0.000 0.000 FIGHT1S 1.000 0.500 0.250 0.000 0.000 FIGHT2S 1.000 1.500 2.250 0.000 0.000 FIGHT3S 1.000 2.500 6.250 0.000 0.000 FIGHT4S 1.000 3.500 12.250 0.000 0.000 FIGHT5S 1.000 4.500 20.250 0.000 0.000 FIGHT6S 1.000 5.500 30.250 0.000 0.000 FIGHT7S 1.000 6.500 42.250 0.000 0.000 MALE 0.000 0.000 0.000 0.000 0.000 GROUP1 0.000 0.000 0.000 0.000 0.000 GROUP2 0.000 0.000 0.000 0.000 0.000 GROUP3 0.000 0.000 0.000 0.000 0.000 GROUP4 0.000 0.000 0.000 0.000 0.000 LAMBDA QB MALE GROUP1 GROUP2 GROUP3 ________ ________ ________ ________ ________ FIGHT1F 0.000 0.000 0.000 0.000 0.000 FIGHT1S 0.000 0.000 0.000 0.000 0.000 FIGHT2S 0.000 0.000 0.000 0.000 0.000 FIGHT3S 0.000 0.000 0.000 0.000 0.000 FIGHT4S 0.000 0.000 0.000 0.000 0.000 FIGHT5S 0.000 0.000 0.000 0.000 0.000 FIGHT6S 0.000 0.000 0.000 0.000 0.000 FIGHT7S 0.000 0.000 0.000 0.000 0.000 MALE 0.000 1.000 0.000 0.000 0.000 GROUP1 0.000 0.000 1.000 0.000 0.000 GROUP2 0.000 0.000 0.000 1.000 0.000 GROUP3 0.000 0.000 0.000 0.000 1.000 GROUP4 0.000 0.000 0.000 0.000 0.000 LAMBDA GROUP4 ________ FIGHT1F 0.000 FIGHT1S 0.000 FIGHT2S 0.000 FIGHT3S 0.000 FIGHT4S 0.000 FIGHT5S 0.000 FIGHT6S 0.000 FIGHT7S 0.000 MALE 0.000 GROUP1 0.000 GROUP2 0.000 GROUP3 0.000 GROUP4 1.000 THETA FIGHT1F FIGHT1S FIGHT2S FIGHT3S FIGHT4S ________ ________ ________ ________ ________ FIGHT1F 1.000 FIGHT1S 0.000 1.000 FIGHT2S 0.000 0.000 1.000 FIGHT3S 0.000 0.000 0.000 1.000 FIGHT4S 0.000 0.000 0.000 0.000 1.000 FIGHT5S 0.000 0.000 0.000 0.000 0.000 FIGHT6S 0.000 0.000 0.000 0.000 0.000 FIGHT7S 0.000 0.000 0.000 0.000 0.000 MALE 0.000 0.000 0.000 0.000 0.000 GROUP1 0.000 0.000 0.000 0.000 0.000 GROUP2 0.000 0.000 0.000 0.000 0.000 GROUP3 0.000 0.000 0.000 0.000 0.000 GROUP4 0.000 0.000 0.000 0.000 0.000 THETA FIGHT5S FIGHT6S FIGHT7S MALE GROUP1 ________ ________ ________ ________ ________ FIGHT5S 1.000 FIGHT6S 0.000 1.000 FIGHT7S 0.000 0.000 1.000 MALE 0.000 0.000 0.000 0.000 GROUP1 0.000 0.000 0.000 0.000 0.000 GROUP2 0.000 0.000 0.000 0.000 0.000 GROUP3 0.000 0.000 0.000 0.000 0.000 GROUP4 0.000 0.000 0.000 0.000 0.000 THETA GROUP2 GROUP3 GROUP4 ________ ________ ________ GROUP2 0.000 GROUP3 0.000 0.000 GROUP4 0.000 0.000 0.000 ALPHA IW SW QW IB SB ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 ALPHA QB MALE GROUP1 GROUP2 GROUP3 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 ALPHA GROUP4 ________ 1 0.000 BETA IW SW QW IB SB ________ ________ ________ ________ ________ IW 0.000 0.000 0.000 0.000 0.000 SW 0.000 0.000 0.000 0.000 0.000 QW 0.000 0.000 0.000 0.000 0.000 IB 0.000 0.000 0.000 0.000 0.000 SB 0.000 0.000 0.000 0.000 0.000 QB 0.000 0.000 0.000 0.000 0.000 MALE 0.000 0.000 0.000 0.000 0.000 GROUP1 0.000 0.000 0.000 0.000 0.000 GROUP2 0.000 0.000 0.000 0.000 0.000 GROUP3 0.000 0.000 0.000 0.000 0.000 GROUP4 0.000 0.000 0.000 0.000 0.000 BETA QB MALE GROUP1 GROUP2 GROUP3 ________ ________ ________ ________ ________ IW 0.000 0.000 0.000 0.000 0.000 SW 0.000 0.000 0.000 0.000 0.000 QW 0.000 0.000 0.000 0.000 0.000 IB 0.000 0.000 0.000 0.000 0.000 SB 0.000 0.000 0.000 0.000 0.000 QB 0.000 0.000 0.000 0.000 0.000 MALE 0.000 0.000 0.000 0.000 0.000 GROUP1 0.000 0.000 0.000 0.000 0.000 GROUP2 0.000 0.000 0.000 0.000 0.000 GROUP3 0.000 0.000 0.000 0.000 0.000 GROUP4 0.000 0.000 0.000 0.000 0.000 BETA GROUP4 ________ IW 0.000 SW 0.000 QW 0.000 IB 0.000 SB 0.000 QB 0.000 MALE 0.000 GROUP1 0.000 GROUP2 0.000 GROUP3 0.000 GROUP4 0.000 PSI IW SW QW IB SB ________ ________ ________ ________ ________ IW 0.050 SW 0.000 0.050 QW 0.000 0.000 0.050 IB 0.000 0.000 0.000 0.000 SB 0.000 0.000 0.000 0.000 0.000 QB 0.000 0.000 0.000 0.000 0.000 MALE 0.000 0.000 0.000 0.000 0.000 GROUP1 0.000 0.000 0.000 0.000 0.000 GROUP2 0.000 0.000 0.000 0.000 0.000 GROUP3 0.000 0.000 0.000 0.000 0.000 GROUP4 0.000 0.000 0.000 0.000 0.000 PSI QB MALE GROUP1 GROUP2 GROUP3 ________ ________ ________ ________ ________ QB 0.000 MALE 0.000 0.125 GROUP1 0.000 0.000 0.000 GROUP2 0.000 0.000 0.000 0.000 GROUP3 0.000 0.000 0.000 0.000 0.000 GROUP4 0.000 0.000 0.000 0.000 0.000 PSI GROUP4 ________ GROUP4 0.000 STARTING VALUES FOR BETWEEN TAU FIGHT1F$ FIGHT1S$ FIGHT2S$ FIGHT3S$ FIGHT4S$ ________ ________ ________ ________ ________ 1 0.079 0.079 0.079 0.079 0.079 TAU FIGHT5S$ FIGHT6S$ FIGHT7S$ ________ ________ ________ 1 0.079 0.079 0.079 NU FIGHT1F FIGHT1S FIGHT2S FIGHT3S FIGHT4S ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU FIGHT5S FIGHT6S FIGHT7S MALE GROUP1 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 NU GROUP2 GROUP3 GROUP4 ________ ________ ________ 1 0.000 0.000 0.000 LAMBDA IW SW QW IB SB ________ ________ ________ ________ ________ FIGHT1F 0.000 0.000 0.000 1.000 0.000 FIGHT1S 0.000 0.000 0.000 1.000 0.500 FIGHT2S 0.000 0.000 0.000 1.000 1.500 FIGHT3S 0.000 0.000 0.000 1.000 2.500 FIGHT4S 0.000 0.000 0.000 1.000 3.500 FIGHT5S 0.000 0.000 0.000 1.000 4.500 FIGHT6S 0.000 0.000 0.000 1.000 5.500 FIGHT7S 0.000 0.000 0.000 1.000 6.500 MALE 0.000 0.000 0.000 0.000 0.000 GROUP1 0.000 0.000 0.000 0.000 0.000 GROUP2 0.000 0.000 0.000 0.000 0.000 GROUP3 0.000 0.000 0.000 0.000 0.000 GROUP4 0.000 0.000 0.000 0.000 0.000 LAMBDA QB MALE GROUP1 GROUP2 GROUP3 ________ ________ ________ ________ ________ FIGHT1F 0.000 0.000 0.000 0.000 0.000 FIGHT1S 0.250 0.000 0.000 0.000 0.000 FIGHT2S 2.250 0.000 0.000 0.000 0.000 FIGHT3S 6.250 0.000 0.000 0.000 0.000 FIGHT4S 12.250 0.000 0.000 0.000 0.000 FIGHT5S 20.250 0.000 0.000 0.000 0.000 FIGHT6S 30.250 0.000 0.000 0.000 0.000 FIGHT7S 42.250 0.000 0.000 0.000 0.000 MALE 0.000 1.000 0.000 0.000 0.000 GROUP1 0.000 0.000 1.000 0.000 0.000 GROUP2 0.000 0.000 0.000 1.000 0.000 GROUP3 0.000 0.000 0.000 0.000 1.000 GROUP4 0.000 0.000 0.000 0.000 0.000 LAMBDA GROUP4 ________ FIGHT1F 0.000 FIGHT1S 0.000 FIGHT2S 0.000 FIGHT3S 0.000 FIGHT4S 0.000 FIGHT5S 0.000 FIGHT6S 0.000 FIGHT7S 0.000 MALE 0.000 GROUP1 0.000 GROUP2 0.000 GROUP3 0.000 GROUP4 1.000 THETA FIGHT1F FIGHT1S FIGHT2S FIGHT3S FIGHT4S ________ ________ ________ ________ ________ FIGHT1F 0.000 FIGHT1S 0.000 0.000 FIGHT2S 0.000 0.000 0.000 FIGHT3S 0.000 0.000 0.000 0.000 FIGHT4S 0.000 0.000 0.000 0.000 0.000 FIGHT5S 0.000 0.000 0.000 0.000 0.000 FIGHT6S 0.000 0.000 0.000 0.000 0.000 FIGHT7S 0.000 0.000 0.000 0.000 0.000 MALE 0.000 0.000 0.000 0.000 0.000 GROUP1 0.000 0.000 0.000 0.000 0.000 GROUP2 0.000 0.000 0.000 0.000 0.000 GROUP3 0.000 0.000 0.000 0.000 0.000 GROUP4 0.000 0.000 0.000 0.000 0.000 THETA FIGHT5S FIGHT6S FIGHT7S MALE GROUP1 ________ ________ ________ ________ ________ FIGHT5S 0.000 FIGHT6S 0.000 0.000 FIGHT7S 0.000 0.000 0.000 MALE 0.000 0.000 0.000 0.000 GROUP1 0.000 0.000 0.000 0.000 0.000 GROUP2 0.000 0.000 0.000 0.000 0.000 GROUP3 0.000 0.000 0.000 0.000 0.000 GROUP4 0.000 0.000 0.000 0.000 0.000 THETA GROUP2 GROUP3 GROUP4 ________ ________ ________ GROUP2 0.000 GROUP3 0.000 0.000 GROUP4 0.000 0.000 0.000 ALPHA IW SW QW IB SB ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 ALPHA QB MALE GROUP1 GROUP2 GROUP3 ________ ________ ________ ________ ________ 1 0.000 0.000 0.000 0.000 0.000 ALPHA GROUP4 ________ 1 0.000 BETA IW SW QW IB SB ________ ________ ________ ________ ________ IW 0.000 0.000 0.000 0.000 0.000 SW 0.000 0.000 0.000 0.000 0.000 QW 0.000 0.000 0.000 0.000 0.000 IB 0.000 0.000 0.000 0.000 0.000 SB 0.000 0.000 0.000 0.000 0.000 QB 0.000 0.000 0.000 0.000 0.000 MALE 0.000 0.000 0.000 0.000 0.000 GROUP1 0.000 0.000 0.000 0.000 0.000 GROUP2 0.000 0.000 0.000 0.000 0.000 GROUP3 0.000 0.000 0.000 0.000 0.000 GROUP4 0.000 0.000 0.000 0.000 0.000 BETA QB MALE GROUP1 GROUP2 GROUP3 ________ ________ ________ ________ ________ IW 0.000 0.000 0.000 0.000 0.000 SW 0.000 0.000 0.000 0.000 0.000 QW 0.000 0.000 0.000 0.000 0.000 IB 0.000 0.000 0.000 0.000 0.000 SB 0.000 0.000 0.000 0.000 0.000 QB 0.000 0.000 0.000 0.000 0.000 MALE 0.000 0.000 0.000 0.000 0.000 GROUP1 0.000 0.000 0.000 0.000 0.000 GROUP2 0.000 0.000 0.000 0.000 0.000 GROUP3 0.000 0.000 0.000 0.000 0.000 GROUP4 0.000 0.000 0.000 0.000 0.000 BETA GROUP4 ________ IW 0.000 SW 0.000 QW 0.000 IB 0.000 SB 0.000 QB 0.000 MALE 0.000 GROUP1 0.000 GROUP2 0.000 GROUP3 0.000 GROUP4 0.000 PSI IW SW QW IB SB ________ ________ ________ ________ ________ IW 0.000 SW 0.000 0.000 QW 0.000 0.000 0.000 IB 0.000 0.000 0.000 0.050 SB 0.000 0.000 0.000 0.000 0.050 QB 0.000 0.000 0.000 0.000 0.000 MALE 0.000 0.000 0.000 0.000 0.000 GROUP1 0.000 0.000 0.000 0.000 0.000 GROUP2 0.000 0.000 0.000 0.000 0.000 GROUP3 0.000 0.000 0.000 0.000 0.000 GROUP4 0.000 0.000 0.000 0.000 0.000 PSI QB MALE GROUP1 GROUP2 GROUP3 ________ ________ ________ ________ ________ QB 0.050 MALE 0.000 0.000 GROUP1 0.000 0.000 0.060 GROUP2 0.000 0.000 0.000 0.071 GROUP3 0.000 0.000 0.000 0.000 0.080 GROUP4 0.000 0.000 0.000 0.000 0.000 PSI GROUP4 ________ GROUP4 0.089 TECHNICAL 8 OUTPUT UNIVARIATE ESTIMATION FOR FIGHT1F ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.66824260D+03 0.0000000 0.0000000 1174.000 EM 2 -0.64349684D+03 24.7457532 0.0370311 1174.000 FS 3 -0.62491104D+03 18.5858016 0.0288825 1174.000 FS 4 -0.61323241D+03 11.6786303 0.0186885 1174.000 FS 5 -0.60586551D+03 7.3669023 0.0120132 1174.000 FS 6 -0.60138316D+03 4.4823458 0.0073983 1174.000 FS 7 -0.59854488D+03 2.8382878 0.0047196 1174.000 FS 8 -0.59715725D+03 1.3876206 0.0023183 1174.000 FS 9 -0.59708977D+03 0.0674868 0.0001130 1174.000 FS 10 -0.59656428D+03 0.5254910 0.0008801 1174.000 EM 11 -0.59646970D+03 0.0945733 0.0001585 1174.000 EM 12 -0.59642482D+03 0.0448790 0.0000752 1174.000 EM 13 -0.59638957D+03 0.0352562 0.0000591 1174.000 EM 14 -0.59635728D+03 0.0322838 0.0000541 1174.000 EM 15 -0.59632683D+03 0.0304577 0.0000511 1174.000 EM 16 -0.59629796D+03 0.0288631 0.0000484 1174.000 EM 17 -0.59627060D+03 0.0273615 0.0000459 1174.000 EM 18 -0.59624467D+03 0.0259311 0.0000435 1174.000 EM 19 -0.59622010D+03 0.0245682 0.0000412 1174.000 EM 20 -0.59619683D+03 0.0232705 0.0000390 1174.000 EM 21 -0.59617480D+03 0.0220359 0.0000370 1174.000 EM 22 -0.59615393D+03 0.0208620 0.0000350 1174.000 EM 23 -0.59613419D+03 0.0197463 0.0000331 1174.000 EM 24 -0.59611550D+03 0.0186865 0.0000313 1174.000 EM 25 -0.59609782D+03 0.0176801 0.0000297 1174.000 EM 26 -0.59608110D+03 0.0167249 0.0000281 1174.000 EM 27 -0.59606528D+03 0.0158185 0.0000265 1174.000 EM 28 -0.59605032D+03 0.0149587 0.0000251 1174.000 EM 29 -0.59603618D+03 0.0141434 0.0000237 1174.000 EM 30 -0.59602281D+03 0.0133705 0.0000224 1174.000 EM 31 -0.59601017D+03 0.0126381 0.0000212 1174.000 EM 32 -0.59599822D+03 0.0119441 0.0000200 1174.000 EM 33 -0.59598694D+03 0.0112868 0.0000189 1174.000 EM 34 -0.59597627D+03 0.0106644 0.0000179 1174.000 EM 35 -0.59596620D+03 0.0100751 0.0000169 1174.000 EM 36 -0.59595668D+03 0.0095174 0.0000160 1174.000 EM 37 -0.59594769D+03 0.0089895 0.0000151 1174.000 EM 38 -0.59593920D+03 0.0084901 0.0000142 1174.000 EM 39 -0.59593118D+03 0.0080177 0.0000135 1174.000 EM 40 -0.59592361D+03 0.0075709 0.0000127 1174.000 EM 41 -0.59591646D+03 0.0071484 0.0000120 1174.000 EM 42 -0.59590971D+03 0.0067489 0.0000113 1174.000 EM 43 -0.59590334D+03 0.0063712 0.0000107 1174.000 EM 44 -0.59589733D+03 0.0060142 0.0000101 1174.000 EM 45 -0.59589165D+03 0.0056769 0.0000095 1174.000 EM 46 -0.59588629D+03 0.0053581 0.0000090 1174.000 EM 47 -0.59588124D+03 0.0050569 0.0000085 1174.000 EM 48 -0.59587646D+03 0.0047723 0.0000080 1174.000 EM 49 -0.59587196D+03 0.0045035 0.0000076 1174.000 EM 50 -0.59586771D+03 0.0042503 0.0000071 1174.000 EM 51 -0.59586370D+03 0.0040097 0.0000067 1174.000 EM 52 -0.59585992D+03 0.0037833 0.0000063 1174.000 EM 53 -0.59585635D+03 0.0035694 0.0000060 1174.000 EM 54 -0.59585298D+03 0.0033651 0.0000056 1174.000 EM 55 -0.59584981D+03 0.0031745 0.0000053 1174.000 EM 56 -0.59584681D+03 0.0029949 0.0000050 1174.000 EM 57 -0.59584399D+03 0.0028253 0.0000047 1174.000 EM 58 -0.59584132D+03 0.0026652 0.0000045 1174.000 EM 59 -0.59583881D+03 0.0025141 0.0000042 1174.000 EM 60 -0.59583644D+03 0.0023714 0.0000040 1174.000 EM 61 -0.59583420D+03 0.0022368 0.0000038 1174.000 EM 62 -0.59583209D+03 0.0021097 0.0000035 1174.000 EM 63 -0.59583010D+03 0.0019898 0.0000033 1174.000 EM 64 -0.59583010D+03 0.0000003 0.0000000 1174.000 QN 65 -0.59582822D+03 0.0018764 0.0000031 1174.000 EM 66 -0.59582645D+03 0.0017699 0.0000030 1174.000 EM 67 -0.59582479D+03 0.0016691 0.0000028 1174.000 EM 68 -0.59582321D+03 0.0015740 0.0000026 1174.000 EM 69 -0.59582173D+03 0.0014843 0.0000025 1174.000 EM 70 -0.59582033D+03 0.0013997 0.0000023 1174.000 EM 71 -0.59581901D+03 0.0013198 0.0000022 1174.000 EM 72 -0.59581776D+03 0.0012445 0.0000021 1174.000 EM 73 -0.59581659D+03 0.0011735 0.0000020 1174.000 EM 74 -0.59581548D+03 0.0011064 0.0000019 1174.000 EM 75 -0.59581444D+03 0.0010432 0.0000018 1174.000 EM 76 -0.59581346D+03 0.0009835 0.0000017 1174.000 EM 77 -0.59581253D+03 0.0009273 0.0000016 1174.000 EM 78 -0.59581166D+03 0.0008742 0.0000015 1174.000 EM 79 -0.59581083D+03 0.0008242 0.0000014 1174.000 EM 80 -0.59581005D+03 0.0007770 0.0000013 1174.000 EM 81 -0.59580932D+03 0.0007324 0.0000012 1174.000 EM 82 -0.59580863D+03 0.0006905 0.0000012 1174.000 EM 83 -0.59580798D+03 0.0006509 0.0000011 1174.000 EM 84 -0.59580737D+03 0.0006135 0.0000010 1174.000 EM 85 -0.59580679D+03 0.0005783 0.0000010 1174.000 EM UNIVARIATE ESTIMATION FOR FIGHT1S ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.59290517D+03 0.0000000 0.0000000 1174.000 EM 2 -0.57083615D+03 22.0690197 0.0372218 1174.000 FS 3 -0.55471911D+03 16.1170454 0.0282341 1174.000 FS 4 -0.54557119D+03 9.1479187 0.0164911 1174.000 FS 5 -0.54158871D+03 3.9824798 0.0072997 1174.000 FS 6 -0.53996797D+03 1.6207409 0.0029926 1174.000 FS 7 -0.53936415D+03 0.6038231 0.0011183 1174.000 FS 8 -0.53919136D+03 0.1727882 0.0003204 1174.000 FS 9 -0.53912041D+03 0.0709457 0.0001316 1174.000 EM 10 -0.53911289D+03 0.0075180 0.0000139 1174.000 EM 11 -0.53910978D+03 0.0031109 0.0000058 1174.000 EM 12 -0.53910760D+03 0.0021844 0.0000041 1174.000 EM 13 -0.53910572D+03 0.0018790 0.0000035 1174.000 EM 14 -0.53910401D+03 0.0017118 0.0000032 1174.000 EM 15 -0.53910243D+03 0.0015784 0.0000029 1174.000 EM 16 -0.53910097D+03 0.0014596 0.0000027 1174.000 EM 17 -0.53909962D+03 0.0013490 0.0000025 1174.000 EM 18 -0.53909837D+03 0.0012471 0.0000023 1174.000 EM 19 -0.53909722D+03 0.0011530 0.0000021 1174.000 EM 20 -0.53909615D+03 0.0010660 0.0000020 1174.000 EM 21 -0.53909517D+03 0.0009855 0.0000018 1174.000 EM 22 -0.53909426D+03 0.0009112 0.0000017 1174.000 EM 23 -0.53909342D+03 0.0008424 0.0000016 1174.000 EM 24 -0.53909264D+03 0.0007789 0.0000014 1174.000 EM 25 -0.53909192D+03 0.0007201 0.0000013 1174.000 EM 26 -0.53909125D+03 0.0006658 0.0000012 1174.000 EM 27 -0.53909063D+03 0.0006156 0.0000011 1174.000 EM 28 -0.53909007D+03 0.0005692 0.0000011 1174.000 EM 29 -0.53908954D+03 0.0005262 0.0000010 1174.000 EM UNIVARIATE ESTIMATION FOR FIGHT2S ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.53171081D+03 0.0000000 0.0000000 1174.000 EM 2 -0.51177146D+03 19.9393551 0.0375004 1174.000 FS 3 -0.49887494D+03 12.8965188 0.0251998 1174.000 FS 4 -0.49416720D+03 4.7077407 0.0094367 1174.000 FS 5 -0.49342570D+03 0.7414931 0.0015005 1174.000 FS 6 -0.49326302D+03 0.1626826 0.0003297 1174.000 FS 7 -0.49317222D+03 0.0908028 0.0001841 1174.000 EM 8 -0.49317057D+03 0.0016505 0.0000033 1174.000 FS 9 -0.49316905D+03 0.0015150 0.0000031 1174.000 FS 10 -0.49316703D+03 0.0020232 0.0000041 1174.000 EM 11 -0.49316681D+03 0.0002198 0.0000004 1174.000 EM UNIVARIATE ESTIMATION FOR FIGHT3S ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.44467004D+03 0.0000000 0.0000000 1174.000 EM 2 -0.43192849D+03 12.7415429 0.0286539 1174.000 FS 3 -0.42258575D+03 9.3427402 0.0216303 1174.000 FS 4 -0.41695760D+03 5.6281572 0.0133184 1174.000 FS 5 -0.41466251D+03 2.2950863 0.0055044 1174.000 FS 6 -0.41404259D+03 0.6199202 0.0014950 1174.000 FS 7 -0.41394805D+03 0.0945436 0.0002283 1174.000 FS 8 -0.41367043D+03 0.2776134 0.0006706 1174.000 EM 9 -0.41362929D+03 0.0411390 0.0000994 1174.000 EM 10 -0.41360789D+03 0.0214072 0.0000518 1174.000 EM 11 -0.41359549D+03 0.0123990 0.0000300 1174.000 EM 12 -0.41358787D+03 0.0076164 0.0000184 1174.000 EM 13 -0.41358300D+03 0.0048717 0.0000118 1174.000 EM 14 -0.41357978D+03 0.0032237 0.0000078 1174.000 EM 15 -0.41357757D+03 0.0022017 0.0000053 1174.000 EM 16 -0.41357602D+03 0.0015523 0.0000038 1174.000 EM 17 -0.41357489D+03 0.0011292 0.0000027 1174.000 EM 18 -0.41357405D+03 0.0008466 0.0000020 1174.000 EM 19 -0.41357403D+03 0.0000143 0.0000000 1174.000 FS UNIVARIATE ESTIMATION FOR FIGHT4S ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.56330857D+03 0.0000000 0.0000000 1174.000 EM 2 -0.54675595D+03 16.5526146 0.0293846 1174.000 FS 3 -0.53678689D+03 9.9690631 0.0182331 1174.000 FS 4 -0.53462984D+03 2.1570522 0.0040185 1174.000 FS 5 -0.53324915D+03 1.3806889 0.0025825 1174.000 FS 6 -0.53313565D+03 0.1134958 0.0002128 1174.000 EM 7 -0.53310768D+03 0.0279762 0.0000525 1174.000 EM 8 -0.53309258D+03 0.0151023 0.0000283 1174.000 EM 9 -0.53308341D+03 0.0091660 0.0000172 1174.000 EM 10 -0.53307720D+03 0.0062130 0.0000117 1174.000 EM 11 -0.53307625D+03 0.0009457 0.0000018 1174.000 FS 12 -0.53306024D+03 0.0160087 0.0000300 1174.000 EM 13 -0.53305515D+03 0.0050905 0.0000095 1174.000 EM 14 -0.53305247D+03 0.0026866 0.0000050 1174.000 EM 15 -0.53305100D+03 0.0014645 0.0000027 1174.000 EM 16 -0.53305017D+03 0.0008339 0.0000016 1174.000 EM 17 -0.53304966D+03 0.0005046 0.0000009 1174.000 EM UNIVARIATE ESTIMATION FOR FIGHT5S ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.51019895D+03 0.0000000 0.0000000 1174.000 EM 2 -0.47754524D+03 32.6537034 0.0640019 1174.000 EM 3 -0.47703201D+03 0.5132366 0.0010747 1174.000 EM 4 -0.47681051D+03 0.2214936 0.0004643 1174.000 EM 5 -0.47668346D+03 0.1270520 0.0002665 1174.000 EM 6 -0.47660099D+03 0.0824705 0.0001730 1174.000 EM 7 -0.47654301D+03 0.0579804 0.0001217 1174.000 EM 8 -0.47650012D+03 0.0428874 0.0000900 1174.000 EM 9 -0.47646726D+03 0.0328644 0.0000690 1174.000 EM 10 -0.47644146D+03 0.0257962 0.0000541 1174.000 EM 11 -0.47642085D+03 0.0206142 0.0000433 1174.000 EM 12 -0.47640415D+03 0.0167016 0.0000351 1174.000 EM 13 -0.47639046D+03 0.0136865 0.0000287 1174.000 EM 14 -0.47637914D+03 0.0113208 0.0000238 1174.000 EM 15 -0.47636970D+03 0.0094408 0.0000198 1174.000 EM 16 -0.47636177D+03 0.0079253 0.0000166 1174.000 EM 17 -0.47635508D+03 0.0066961 0.0000141 1174.000 EM 18 -0.47634939D+03 0.0056853 0.0000119 1174.000 EM 19 -0.47634454D+03 0.0048513 0.0000102 1174.000 EM 20 -0.47634038D+03 0.0041576 0.0000087 1174.000 EM 21 -0.47633681D+03 0.0035767 0.0000075 1174.000 EM 22 -0.47633372D+03 0.0030878 0.0000065 1174.000 EM 23 -0.47633105D+03 0.0026740 0.0000056 1174.000 EM 24 -0.47632872D+03 0.0023223 0.0000049 1174.000 EM 25 -0.47632670D+03 0.0020221 0.0000042 1174.000 EM 26 -0.47632494D+03 0.0017649 0.0000037 1174.000 EM 27 -0.47632339D+03 0.0015438 0.0000032 1174.000 EM 28 -0.47632204D+03 0.0013530 0.0000028 1174.000 EM 29 -0.47632085D+03 0.0011879 0.0000025 1174.000 EM 30 -0.47631981D+03 0.0010445 0.0000022 1174.000 EM 31 -0.47631889D+03 0.0009202 0.0000019 1174.000 EM 32 -0.47631807D+03 0.0008117 0.0000017 1174.000 EM 33 -0.47631736D+03 0.0007160 0.0000015 1174.000 EM 34 -0.47631673D+03 0.0006334 0.0000013 1174.000 EM 35 -0.47631616D+03 0.0005612 0.0000012 1174.000 EM 36 -0.47631567D+03 0.0004973 0.0000010 1174.000 EM 37 -0.47631523D+03 0.0004410 0.0000009 1174.000 EM UNIVARIATE ESTIMATION FOR FIGHT6S ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.52995283D+03 0.0000000 0.0000000 1174.000 EM 2 -0.51111140D+03 18.8414357 0.0355530 1174.000 FS 3 -0.50668058D+03 4.4308177 0.0086690 1174.000 FS 4 -0.50495207D+03 1.7285113 0.0034114 1174.000 EM 5 -0.50477545D+03 0.1766223 0.0003498 1174.000 EM 6 -0.50475481D+03 0.0206414 0.0000409 1174.000 EM 7 -0.50475135D+03 0.0034572 0.0000068 1174.000 EM 8 -0.50475013D+03 0.0012215 0.0000024 1174.000 EM 9 -0.50474909D+03 0.0010324 0.0000020 1174.000 FS 10 -0.50474677D+03 0.0023279 0.0000046 1174.000 EM 11 -0.50474668D+03 0.0000820 0.0000002 1174.000 FS UNIVARIATE ESTIMATION FOR FIGHT7S ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.49163403D+03 0.0000000 0.0000000 1174.000 EM 2 -0.47226955D+03 19.3644822 0.0393880 1174.000 FS 3 -0.46341268D+03 8.8568711 0.0187538 1174.000 FS 4 -0.46248839D+03 0.9242874 0.0019945 1174.000 EM 5 -0.46236921D+03 0.1191768 0.0002577 1174.000 EM 6 -0.46231707D+03 0.0521423 0.0001128 1174.000 EM 7 -0.46228683D+03 0.0302345 0.0000654 1174.000 EM 8 -0.46226604D+03 0.0207948 0.0000450 1174.000 EM 9 -0.46225039D+03 0.0156531 0.0000339 1174.000 EM 10 -0.46223801D+03 0.0123775 0.0000268 1174.000 EM 11 -0.46222793D+03 0.0100767 0.0000218 1174.000 EM 12 -0.46221957D+03 0.0083611 0.0000181 1174.000 EM 13 -0.46221254D+03 0.0070302 0.0000152 1174.000 EM 14 -0.46220658D+03 0.0059634 0.0000129 1174.000 EM 15 -0.46220149D+03 0.0050907 0.0000110 1174.000 EM 16 -0.46219712D+03 0.0043680 0.0000095 1174.000 EM 17 -0.46219336D+03 0.0037590 0.0000081 1174.000 EM 18 -0.46219012D+03 0.0032438 0.0000070 1174.000 EM 19 -0.46218731D+03 0.0028037 0.0000061 1174.000 EM 20 -0.46218707D+03 0.0002403 0.0000005 1174.000 FS BIVARIATE ESTIMATION FOR FIGHT1F AND FIGHT1S ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.11380077D+04 0.0000000 0.0000000 1174.000 EM 2 -0.11061004D+04 31.9073231 0.0280379 1174.000 FS 3 -0.10793077D+04 26.7926922 0.0242227 1174.000 FS 4 -0.10572138D+04 22.0938670 0.0204704 1174.000 FS 5 -0.10439642D+04 13.2495688 0.0125325 1174.000 FS 6 -0.10425285D+04 1.4357476 0.0013753 1174.000 FS 7 -0.10424022D+04 0.1263180 0.0001212 1174.000 FS 8 -0.10423867D+04 0.0154822 0.0000149 1174.000 FS 9 -0.10423831D+04 0.0035586 0.0000034 1174.000 FS 10 -0.10423822D+04 0.0009738 0.0000009 1174.000 FS BIVARIATE ESTIMATION FOR FIGHT1F AND FIGHT2S ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.10921094D+04 0.0000000 0.0000000 1174.000 EM 2 -0.10743658D+04 17.7435357 0.0162470 1174.000 FS 3 -0.10660929D+04 8.2729583 0.0077003 1174.000 FS 4 -0.10644551D+04 1.6377362 0.0015362 1174.000 FS 5 -0.10643960D+04 0.0591523 0.0000556 1174.000 FS 6 -0.10643945D+04 0.0015237 0.0000014 1174.000 FS 7 -0.10643944D+04 0.0000469 0.0000000 1174.000 FS BIVARIATE ESTIMATION FOR FIGHT1S AND FIGHT2S ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.10308813D+04 0.0000000 0.0000000 1174.000 EM 2 -0.10142964D+04 16.5849146 0.0160881 1174.000 FS 3 -0.10027111D+04 11.5852481 0.0114220 1174.000 FS 4 -0.99829813D+03 4.4129793 0.0044010 1174.000 FS 5 -0.99760944D+03 0.6886942 0.0006899 1174.000 FS 6 -0.99753488D+03 0.0745552 0.0000747 1174.000 FS 7 -0.99752778D+03 0.0070965 0.0000071 1174.000 FS 8 -0.99752713D+03 0.0006528 0.0000007 1174.000 FS BIVARIATE ESTIMATION FOR FIGHT1F AND FIGHT3S ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.10131950D+04 0.0000000 0.0000000 1174.000 EM 2 -0.99328328D+03 19.9117021 0.0196524 1174.000 FS 3 -0.98728324D+03 6.0000458 0.0060406 1174.000 FS 4 -0.98714629D+03 0.1369421 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0.0000054 1174.000 EM 36 -0.95081453D+03 0.0049317 0.0000052 1174.000 EM 37 -0.95080978D+03 0.0047497 0.0000050 1174.000 EM 38 -0.95080521D+03 0.0045783 0.0000048 1174.000 EM 39 -0.95080079D+03 0.0044156 0.0000046 1174.000 EM 40 -0.95079653D+03 0.0042619 0.0000045 1174.000 EM 41 -0.95079241D+03 0.0041162 0.0000043 1174.000 EM 42 -0.95078843D+03 0.0039781 0.0000042 1174.000 EM 43 -0.95078459D+03 0.0038470 0.0000040 1174.000 EM 44 -0.95078086D+03 0.0037226 0.0000039 1174.000 EM 45 -0.95077726D+03 0.0036040 0.0000038 1174.000 EM 46 -0.95077377D+03 0.0034914 0.0000037 1174.000 EM 47 -0.95077039D+03 0.0033841 0.0000036 1174.000 EM 48 -0.95076710D+03 0.0032817 0.0000035 1174.000 EM 49 -0.95076392D+03 0.0031841 0.0000033 1174.000 EM 50 -0.95076083D+03 0.0030908 0.0000033 1174.000 EM 51 -0.95075783D+03 0.0030015 0.0000032 1174.000 EM 52 -0.95075491D+03 0.0029168 0.0000031 1174.000 EM 53 -0.95075207D+03 0.0028354 0.0000030 1174.000 EM 54 -0.95074932D+03 0.0027570 0.0000029 1174.000 EM 55 -0.95074664D+03 0.0026822 0.0000028 1174.000 EM 56 -0.95060613D+03 0.1405019 0.0001478 1174.000 QN 57 -0.95060582D+03 0.0003139 0.0000003 1174.000 EM BIVARIATE ESTIMATION FOR FIGHT1F AND FIGHT7S ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.10618273D+04 0.0000000 0.0000000 1174.000 EM 2 -0.10494392D+04 12.3881231 0.0116668 1174.000 FS 3 -0.10483817D+04 1.0575078 0.0010077 1174.000 FS 4 -0.10483381D+04 0.0436512 0.0000416 1174.000 FS 5 -0.10483354D+04 0.0026500 0.0000025 1174.000 FS 6 -0.10483347D+04 0.0007387 0.0000007 1174.000 FS BIVARIATE ESTIMATION FOR FIGHT1S AND FIGHT7S ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.10005992D+04 0.0000000 0.0000000 1174.000 EM 2 -0.98876847D+03 11.8307597 0.0118237 1174.000 FS 3 -0.98810815D+03 0.6603246 0.0006678 1174.000 FS 4 -0.98779513D+03 0.3130144 0.0003168 1174.000 FS 5 -0.98743513D+03 0.3600037 0.0003645 1174.000 EM 6 -0.98742704D+03 0.0080929 0.0000082 1174.000 FS 7 -0.98742321D+03 0.0038281 0.0000039 1174.000 EM 8 -0.98742319D+03 0.0000201 0.0000000 1174.000 FS BIVARIATE ESTIMATION FOR FIGHT2S AND FIGHT7S ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.95470091D+03 0.0000000 0.0000000 1174.000 EM 2 -0.94779470D+03 6.9062130 0.0072339 1174.000 FS 3 -0.94597205D+03 1.8226555 0.0019230 1174.000 FS 4 -0.94558335D+03 0.3886967 0.0004109 1174.000 FS 5 -0.94554991D+03 0.0334357 0.0000354 1174.000 FS 6 -0.94554756D+03 0.0023567 0.0000025 1174.000 FS 7 -0.94554738D+03 0.0001756 0.0000002 1174.000 FS BIVARIATE ESTIMATION FOR FIGHT3S AND FIGHT7S ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.87578652D+03 0.0000000 0.0000000 1174.000 EM 2 -0.86161723D+03 14.1692930 0.0161789 1174.000 FS 3 -0.85928338D+03 2.3338471 0.0027087 1174.000 FS 4 -0.85912084D+03 0.1625431 0.0001892 1174.000 FS 5 -0.85907016D+03 0.0506859 0.0000590 1174.000 FS 6 -0.85906771D+03 0.0024411 0.0000028 1174.000 FS 7 -0.85906764D+03 0.0000774 0.0000001 1174.000 FS BIVARIATE ESTIMATION FOR FIGHT4S AND FIGHT7S ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.99525927D+03 0.0000000 0.0000000 1174.000 EM 2 -0.97708363D+03 18.1756444 0.0182622 1174.000 FS 3 -0.96399823D+03 13.0854008 0.0133923 1174.000 EM 4 -0.96367592D+03 0.3223133 0.0003344 1174.000 FS 5 -0.96364063D+03 0.0352850 0.0000366 1174.000 FS 6 -0.96363712D+03 0.0035071 0.0000036 1174.000 FS 7 -0.96363711D+03 0.0000113 0.0000000 1174.000 FS BIVARIATE ESTIMATION FOR FIGHT5S AND FIGHT7S ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.93852425D+03 0.0000000 0.0000000 1174.000 EM 2 -0.91642667D+03 22.0975815 0.0235450 1174.000 FS 3 -0.89988536D+03 16.5413094 0.0180498 1174.000 EM 4 -0.89921269D+03 0.6726710 0.0007475 1174.000 EM 5 -0.89917546D+03 0.0372273 0.0000414 1174.000 EM 6 -0.89915150D+03 0.0239651 0.0000267 1174.000 EM 7 -0.89912956D+03 0.0219401 0.0000244 1174.000 EM 8 -0.89910938D+03 0.0201813 0.0000224 1174.000 EM 9 -0.89909075D+03 0.0186289 0.0000207 1174.000 EM 10 -0.89907350D+03 0.0172516 0.0000192 1174.000 EM 11 -0.89905747D+03 0.0160233 0.0000178 1174.000 EM 12 -0.89904255D+03 0.0149232 0.0000166 1174.000 EM 13 -0.89902861D+03 0.0139350 0.0000155 1174.000 EM 14 -0.89901557D+03 0.0130429 0.0000145 1174.000 EM 15 -0.89900334D+03 0.0122354 0.0000136 1174.000 EM 16 -0.89899183D+03 0.0115016 0.0000128 1174.000 EM 17 -0.89898100D+03 0.0108333 0.0000121 1174.000 EM 18 -0.89897078D+03 0.0102226 0.0000114 1174.000 EM 19 -0.89896111D+03 0.0096636 0.0000107 1174.000 EM 20 -0.89895197D+03 0.0091490 0.0000102 1174.000 EM 21 -0.89894329D+03 0.0086759 0.0000097 1174.000 EM 22 -0.89893505D+03 0.0082390 0.0000092 1174.000 EM 23 -0.89892722D+03 0.0078355 0.0000087 1174.000 EM 24 -0.89891975D+03 0.0074608 0.0000083 1174.000 EM 25 -0.89891264D+03 0.0071132 0.0000079 1174.000 EM 26 -0.89890585D+03 0.0067898 0.0000076 1174.000 EM 27 -0.89889936D+03 0.0064890 0.0000072 1174.000 EM 28 -0.89889316D+03 0.0062073 0.0000069 1174.000 EM 29 -0.89888721D+03 0.0059443 0.0000066 1174.000 EM 30 -0.89888151D+03 0.0056981 0.0000063 1174.000 EM 31 -0.89887605D+03 0.0054673 0.0000061 1174.000 EM 32 -0.89887080D+03 0.0052505 0.0000058 1174.000 EM 33 -0.89886575D+03 0.0050461 0.0000056 1174.000 EM 34 -0.89886089D+03 0.0048547 0.0000054 1174.000 EM 35 -0.89885622D+03 0.0046738 0.0000052 1174.000 EM 36 -0.89885172D+03 0.0045030 0.0000050 1174.000 EM 37 -0.89884738D+03 0.0043417 0.0000048 1174.000 EM 38 -0.89884319D+03 0.0041897 0.0000047 1174.000 EM 39 -0.89883914D+03 0.0040445 0.0000045 1174.000 EM 40 -0.89883523D+03 0.0039075 0.0000043 1174.000 EM 41 -0.89883146D+03 0.0037776 0.0000042 1174.000 EM 42 -0.89882780D+03 0.0036542 0.0000041 1174.000 EM 43 -0.89882427D+03 0.0035369 0.0000039 1174.000 EM 44 -0.89882084D+03 0.0034252 0.0000038 1174.000 EM 45 -0.89881752D+03 0.0033189 0.0000037 1174.000 EM 46 -0.89881430D+03 0.0032177 0.0000036 1174.000 EM 47 -0.89881118D+03 0.0031210 0.0000035 1174.000 EM 48 -0.89880815D+03 0.0030288 0.0000034 1174.000 EM 49 -0.89880521D+03 0.0029408 0.0000033 1174.000 EM 50 -0.89880236D+03 0.0028566 0.0000032 1174.000 EM 51 -0.89879958D+03 0.0027761 0.0000031 1174.000 EM 52 -0.89879688D+03 0.0026989 0.0000030 1174.000 EM 53 -0.89879426D+03 0.0026251 0.0000029 1174.000 EM 54 -0.89879170D+03 0.0025544 0.0000028 1174.000 EM 55 -0.89878922D+03 0.0024868 0.0000028 1174.000 EM 56 -0.89878679D+03 0.0024212 0.0000027 1174.000 EM 57 -0.89863536D+03 0.1514329 0.0001685 1174.000 QN 58 -0.89863525D+03 0.0001151 0.0000001 1174.000 EM BIVARIATE ESTIMATION FOR FIGHT6S AND FIGHT7S ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM 1 -0.96724659D+03 0.0000000 0.0000000 1174.000 EM 2 -0.94422396D+03 23.0226307 0.0238022 1174.000 FS 3 -0.92199911D+03 22.2248458 0.0235377 1174.000 EM 4 -0.92062012D+03 1.3789875 0.0014956 1174.000 EM 5 -0.92018038D+03 0.4397396 0.0004777 1174.000 EM 6 -0.91990404D+03 0.2763428 0.0003003 1174.000 EM 7 -0.91971239D+03 0.1916515 0.0002083 1174.000 EM 8 -0.91957306D+03 0.1393251 0.0001515 1174.000 EM 9 -0.91946806D+03 0.1050003 0.0001142 1174.000 EM 10 -0.91938664D+03 0.0814211 0.0000886 1174.000 EM 11 -0.91932202D+03 0.0646191 0.0000703 1174.000 EM 12 -0.91926975D+03 0.0522772 0.0000569 1174.000 EM 13 -0.91922676D+03 0.0429829 0.0000468 1174.000 EM 14 -0.91919093D+03 0.0358303 0.0000390 1174.000 EM 15 -0.91916071D+03 0.0302259 0.0000329 1174.000 EM 16 -0.91913494D+03 0.0257624 0.0000280 1174.000 EM 17 -0.91911278D+03 0.0221589 0.0000241 1174.000 EM 18 -0.91909357D+03 0.0192144 0.0000209 1174.000 EM 19 -0.91907679D+03 0.0167814 0.0000183 1174.000 EM 20 -0.91906204D+03 0.0147513 0.0000161 1174.000 EM 21 -0.91904900D+03 0.0130429 0.0000142 1174.000 EM 22 -0.91903740D+03 0.0115928 0.0000126 1174.000 EM 23 -0.91902705D+03 0.0103536 0.0000113 1174.000 EM 24 -0.91901776D+03 0.0092879 0.0000101 1174.000 EM 25 -0.91900940D+03 0.0083657 0.0000091 1174.000 EM 26 -0.91900183D+03 0.0075629 0.0000082 1174.000 EM 27 -0.91899497D+03 0.0068608 0.0000075 1174.000 EM 28 -0.91898873D+03 0.0062415 0.0000068 1174.000 EM 29 -0.91898303D+03 0.0056972 0.0000062 1174.000 EM 30 -0.91897782D+03 0.0052147 0.0000057 1174.000 EM 31 -0.91897303D+03 0.0047852 0.0000052 1174.000 EM 32 -0.91896863D+03 0.0044024 0.0000048 1174.000 EM 33 -0.91896457D+03 0.0040583 0.0000044 1174.000 EM 34 -0.91896082D+03 0.0037495 0.0000041 1174.000 EM 35 -0.91895735D+03 0.0034708 0.0000038 1174.000 EM 36 -0.91895413D+03 0.0032194 0.0000035 1174.000 EM 37 -0.91895114D+03 0.0029914 0.0000033 1174.000 EM 38 -0.91894836D+03 0.0027838 0.0000030 1174.000 EM 39 -0.91894576D+03 0.0025954 0.0000028 1174.000 EM 40 -0.91894548D+03 0.0002803 0.0000003 1174.000 FS 41 -0.91889892D+03 0.0465592 0.0000507 1174.000 FS 42 -0.91889731D+03 0.0016160 0.0000018 1174.000 FS 43 -0.91889733D+03 -0.0000251 0.0000000 1174.000 EM Beginning Time: 10:27:23 Ending Time: 10:27:57 Elapsed Time: 00:00:34 MUTHEN & MUTHEN 3463 Stoner Ave. Los Angeles, CA 90066 Tel: (310) 391-9971 Fax: (310) 391-8971 Web: 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