Results: Diversity2.sas

Diversity study: Test sex differences

Test difference between covariance matrices

The CALIS Procedure

Covariance Structure Analysis: Model and Initial Values

The CALIS Procedure

Modeling Specification

Modeling Info

Modeling Information
Maximum Likelihood Estimation
Group Label Data Set Data Records N Obs Model Type Analysis
N Read N Used
1 Males WORK.BOYS 173 173 173 Model 1 LINEQS Covariances
2 Females WORK.GIRLS 125 125 125 Model 1 LINEQS Covariances

Diversity study: Test sex differences

Test difference between covariance matrices

The CALIS Procedure

Covariance Structure Analysis: Descriptive Statistics

Descriptive Statistics

Group 1

Covariances

Group 1. Males
Covariance Matrix (DF = 173)
  SM1 SM2 SM3 commit1 commit2 relcoll1 relcoll2 relman1 relman2 fairad1 fairad2 csat1 csat2
SM1 SM1 1.88486 1.28173 1.20445 0.93284 1.39721 0.57309 0.20382 2.35340 2.31160 1.11688 0.59046 0.57626 0.68348
SM2 SM2 1.28173 1.77981 1.14424 1.11678 1.30295 0.59310 0.23753 2.30048 2.35267 1.36256 0.82793 0.73360 0.75271
SM3 SM3 1.20445 1.14424 2.67039 1.37342 1.87691 0.68094 0.42223 2.21671 2.53761 0.86047 0.68853 0.68472 0.68850
commit1   0.93284 1.11678 1.37342 10.39520 8.60500 2.94861 2.45548 11.40015 11.46734 5.17692 5.02309 3.10478 2.99505
commit2   1.39721 1.30295 1.87691 8.60500 12.06642 2.99997 2.50630 11.34401 11.07124 5.27879 4.73684 2.93972 2.91416
relcoll1   0.57309 0.59310 0.68094 2.94861 2.99997 4.60884 2.63811 7.05593 7.38468 3.20706 2.80337 1.86926 2.01985
relcoll2   0.20382 0.23753 0.42223 2.45548 2.50630 2.63811 3.61796 6.54923 6.02305 2.29640 2.42063 1.30686 1.48428
relman1   2.35340 2.30048 2.21671 11.40015 11.34401 7.05593 6.54923 36.89485 30.34756 11.49103 10.30372 5.81530 5.93304
relman2   2.31160 2.35267 2.53761 11.46734 11.07124 7.38468 6.02305 30.34756 32.57369 11.56667 10.32353 6.59905 6.55331
fairad1   1.11688 1.36256 0.86047 5.17692 5.27879 3.20706 2.29640 11.49103 11.56667 8.23796 6.26991 3.38000 3.59918
fairad2   0.59046 0.82793 0.68853 5.02309 4.73684 2.80337 2.42063 10.30372 10.32353 6.26991 8.60938 3.76715 3.24538
csat1   0.57626 0.73360 0.68472 3.10478 2.93972 1.86926 1.30686 5.81530 6.59905 3.38000 3.76715 4.55625 3.34151
csat2   0.68348 0.75271 0.68850 2.99505 2.91416 2.01985 1.48428 5.93304 6.55331 3.59918 3.24538 3.34151 3.84236
Determinant 3907418 Ln 15.178387

Diversity study: Test sex differences

Test difference between covariance matrices

The CALIS Procedure

Covariance Structure Analysis: Descriptive Statistics

Group 2

Covariances

Group 2. Females
Covariance Matrix (DF = 125)
  SM1 SM2 SM3 commit1 commit2 relcoll1 relcoll2 relman1 relman2 fairad1 fairad2 csat1 csat2
SM1 SM1 2.19174 1.53990 1.78272 0.79526 0.73843 0.39642 0.23885 1.00314 0.87232 0.92403 0.64512 0.09062 0.14509
SM2 SM2 1.53990 1.72646 1.30752 1.10822 1.08691 0.45466 0.27757 1.57018 1.61312 1.00051 0.90592 0.19398 0.37741
SM3 SM3 1.78272 1.30752 2.61760 0.67232 0.54816 0.54208 0.33024 0.85568 1.19360 0.55616 0.76960 0.20512 0.25344
commit1   0.79526 1.10822 0.67232 11.84038 9.81299 1.62170 1.06669 3.23802 3.22592 3.28659 2.35872 2.89254 1.76013
commit2   0.73843 1.08691 0.54816 9.81299 12.11290 1.45805 0.94694 1.59021 2.70496 3.19770 2.39136 2.71507 1.59366
relcoll1   0.39642 0.45466 0.54208 1.62170 1.45805 3.74182 2.29587 2.06790 2.53248 1.23245 1.20768 0.82874 0.85523
relcoll2   0.23885 0.27757 0.33024 1.06669 0.94694 2.29587 2.70682 2.44211 2.92544 1.28614 1.11104 0.75981 0.90490
relman1   1.00314 1.57018 0.85568 3.23802 1.59021 2.06790 2.44211 27.66758 23.07808 6.57261 6.70528 3.73786 4.27667
relman2   0.87232 1.61312 1.19360 3.22592 2.70496 2.53248 2.92544 23.07808 25.78560 6.42496 6.46560 4.15872 4.49664
fairad1   0.92403 1.00051 0.55616 3.28659 3.19770 1.23245 1.28614 6.57261 6.42496 5.89850 3.70336 2.54867 2.29286
fairad2   0.64512 0.90592 0.76960 2.35872 2.39136 1.20768 1.11104 6.70528 6.46560 3.70336 6.36160 2.08352 2.17824
csat1   0.09062 0.19398 0.20512 2.89254 2.71507 0.82874 0.75981 3.73786 4.15872 2.54867 2.08352 4.03110 2.60685
csat2   0.14509 0.37741 0.25344 1.76013 1.59366 0.85523 0.90490 4.27667 4.49664 2.29286 2.17824 2.60685 3.25338
Determinant 1642951 Ln 14.312005

Optimization

Diversity study: Test sex differences

Test difference between covariance matrices

The CALIS Procedure

Covariance Structure Analysis: Optimization

Levenberg-Marquardt Optimization

Scaling Update of More (1978)

Optimization Problem

Parameter Estimates 91
Functions (Observations) 182

Iteration Start

Optimization Start
Active Constraints 0 Objective Function 0.4588320297
Max Abs Gradient Element 8.049117E-16 Radius 1

Iteration Stop

Optimization Results
Iterations 0 Function Calls 4
Jacobian Calls 1 Active Constraints 0
Objective Function 0.4588320297 Max Abs Gradient Element 8.049117E-16
Lambda 0 Actual Over Pred Change 0
Radius 1    
Convergence criterion (ABSGCONV=0.00001) satisfied.

Diversity study: Test sex differences

Test difference between covariance matrices

The CALIS Procedure

Covariance Structure Analysis: Maximum Likelihood Estimation

Fit

Fit Summary

Fit Summary
Chi-Square 136.7319
Chi-Square DF 91
Pr > Chi-Square 0.0014

Diversity study: Test sex differences

Test difference between covariance matrices

The CALIS Procedure

Covariance Structure Analysis: Maximum Likelihood Estimation

Group 1

Predicted Covariances

Group 1. Males
Predicted Covariances
  SM1 SM2 SM3 commit1 commit2 relcoll1 relcoll2 relman1 relman2 fairad1 fairad2 csat1 csat2
SM1 SM1 2.01359 1.39003 1.44701 0.87513 1.12088 0.49898 0.21851 1.78702 1.70788 1.03599 0.61339 0.37256 0.45765
SM2 SM2 1.39003 1.75743 1.21273 1.11319 1.21233 0.53503 0.25432 1.99414 2.04245 1.21069 0.86064 0.50725 0.59529
SM3 SM3 1.44701 1.21273 2.64824 1.07933 1.31955 0.62270 0.38365 1.64581 1.97384 0.73282 0.72254 0.48355 0.50601
commit1   0.87513 1.11319 1.07933 11.00140 9.11171 2.39202 1.87293 7.97643 8.01037 4.38400 3.90548 3.01576 2.47705
commit2   1.12088 1.21233 1.31955 9.11171 12.08592 2.35319 1.85221 7.25265 7.56189 4.40585 3.75300 2.84549 2.36026
relcoll1   0.49898 0.53503 0.62270 2.39202 2.35319 4.24516 2.49455 4.96364 5.34936 2.37878 2.13404 1.43280 1.53133
relcoll2   0.21851 0.25432 0.38365 1.87293 1.85221 2.49455 3.23577 4.82645 4.72372 1.87264 1.87130 1.07739 1.24125
relman1   1.78702 1.99414 1.64581 7.97643 7.25265 4.96364 4.82645 33.02435 27.29828 9.42793 8.79431 4.94389 5.23826
relman2   1.70788 2.04245 1.97384 8.01037 7.56189 5.34936 4.72372 27.29828 29.72634 9.40992 8.70527 5.57542 5.69061
fairad1   1.03599 1.21069 0.73282 4.38400 4.40585 2.37878 1.87264 9.42793 9.40992 7.25664 5.19333 3.03129 3.05123
fairad2   0.61339 0.86064 0.72254 3.90548 3.75300 2.13404 1.87130 8.79431 8.70527 5.19333 7.66652 3.06093 2.79775
csat1   0.37256 0.50725 0.48355 3.01576 2.84549 1.43280 1.07739 4.94389 5.57542 3.03129 3.06093 4.33597 3.03335
csat2   0.45765 0.59529 0.50601 2.47705 2.36026 1.53133 1.24125 5.23826 5.69061 3.05123 2.79775 3.03335 3.59530
Determinant 4298616 Ln 15.273804

Diversity study: Test sex differences

Test difference between covariance matrices

The CALIS Procedure

Covariance Structure Analysis: Maximum Likelihood Estimation

Group 2

Predicted Covariances

Group 2. Females
Predicted Covariances
  SM1 SM2 SM3 commit1 commit2 relcoll1 relcoll2 relman1 relman2 fairad1 fairad2 csat1 csat2
SM1 SM1 2.01359 1.39003 1.44701 0.87513 1.12088 0.49898 0.21851 1.78702 1.70788 1.03599 0.61339 0.37256 0.45765
SM2 SM2 1.39003 1.75743 1.21273 1.11319 1.21233 0.53503 0.25432 1.99414 2.04245 1.21069 0.86064 0.50725 0.59529
SM3 SM3 1.44701 1.21273 2.64824 1.07933 1.31955 0.62270 0.38365 1.64581 1.97384 0.73282 0.72254 0.48355 0.50601
commit1   0.87513 1.11319 1.07933 11.00140 9.11171 2.39202 1.87293 7.97643 8.01037 4.38400 3.90548 3.01576 2.47705
commit2   1.12088 1.21233 1.31955 9.11171 12.08592 2.35319 1.85221 7.25265 7.56189 4.40585 3.75300 2.84549 2.36026
relcoll1   0.49898 0.53503 0.62270 2.39202 2.35319 4.24516 2.49455 4.96364 5.34936 2.37878 2.13404 1.43280 1.53133
relcoll2   0.21851 0.25432 0.38365 1.87293 1.85221 2.49455 3.23577 4.82645 4.72372 1.87264 1.87130 1.07739 1.24125
relman1   1.78702 1.99414 1.64581 7.97643 7.25265 4.96364 4.82645 33.02435 27.29828 9.42793 8.79431 4.94389 5.23826
relman2   1.70788 2.04245 1.97384 8.01037 7.56189 5.34936 4.72372 27.29828 29.72634 9.40992 8.70527 5.57542 5.69061
fairad1   1.03599 1.21069 0.73282 4.38400 4.40585 2.37878 1.87264 9.42793 9.40992 7.25664 5.19333 3.03129 3.05123
fairad2   0.61339 0.86064 0.72254 3.90548 3.75300 2.13404 1.87130 8.79431 8.70527 5.19333 7.66652 3.06093 2.79775
csat1   0.37256 0.50725 0.48355 3.01576 2.84549 1.43280 1.07739 4.94389 5.57542 3.03129 3.06093 4.33597 3.03335
csat2   0.45765 0.59529 0.50601 2.47705 2.36026 1.53133 1.24125 5.23826 5.69061 3.05123 2.79775 3.03335 3.59530
Determinant 4298616 Ln 15.273804

Diversity study: Test sex differences

Test difference between covariance matrices

The CALIS Procedure

Covariance Structure Analysis: Maximum Likelihood Estimation

ML Estimation

Model 1

Variance Parms

Model 1. Estimates for Variances of Exogenous Variables
Variable
Type		 Variable Parameter Estimate Standard
Error		 t Value Pr > |t|
Observed commit1 v01 11.00140 0.90127 12.2066 <.0001
  relcoll1 v02 4.24516 0.34778 12.2066 <.0001
  relman1 v03 33.02435 2.70546 12.2066 <.0001
  fairad1 v04 7.25664 0.59449 12.2066 <.0001
  csat1 v05 4.33597 0.35522 12.2066 <.0001
  commit2 v06 12.08592 0.99012 12.2066 <.0001
  relcoll2 v07 3.23577 0.26508 12.2066 <.0001
  relman2 v08 29.72634 2.43528 12.2066 <.0001
  fairad2 v09 7.66652 0.62807 12.2066 <.0001
  csat2 v10 3.59530 0.29454 12.2066 <.0001
  SM1 v11 2.01359 0.16496 12.2066 <.0001
  SM2 v12 1.75743 0.14397 12.2066 <.0001
  SM3 v13 2.64824 0.21695 12.2066 <.0001

Covariance Parms

Model 1. Covariances Among Exogenous Variables
Var1 Var2 Parameter Estimate Standard
Error		 t Value Pr > |t|
commit1 relcoll1 c01 2.39202 0.41943 5.7030 <.0001
commit1 relman1 c02 7.97643 1.19694 6.6640 <.0001
relcoll1 relman1 c03 4.96364 0.74372 6.6740 <.0001
commit1 fairad1 c04 4.38400 0.57653 7.6041 <.0001
relcoll1 fairad1 c05 2.37878 0.34980 6.8003 <.0001
relman1 fairad1 c06 9.42793 1.04998 8.9792 <.0001
commit1 csat1 c07 3.01576 0.43657 6.9079 <.0001
relcoll1 csat1 c08 1.43280 0.26202 5.4682 <.0001
relman1 csat1 c09 4.94389 0.75002 6.5917 <.0001
fairad1 csat1 c10 3.03129 0.36935 8.2071 <.0001
commit1 commit2 c11 9.11171 0.85134 10.7028 <.0001
relcoll1 commit2 c12 2.35319 0.43675 5.3879 <.0001
relman1 commit2 c13 7.25265 1.23121 5.8907 <.0001
fairad1 commit2 c14 4.40585 0.59954 7.3487 <.0001
csat1 commit2 c15 2.84549 0.45058 6.3152 <.0001
commit1 relcoll2 c16 1.87293 0.36225 5.1702 <.0001
relcoll1 relcoll2 c17 2.49455 0.25880 9.6390 <.0001
relman1 relcoll2 c18 4.82645 0.66088 7.3031 <.0001
fairad1 relcoll2 c19 1.87264 0.30094 6.2227 <.0001
csat1 relcoll2 c20 1.07739 0.22578 4.7719 <.0001
commit2 relcoll2 c21 1.85221 0.37782 4.9024 <.0001
commit1 relman2 c22 8.01037 1.14575 6.9914 <.0001
relcoll1 relman2 c23 5.34936 0.72076 7.4219 <.0001
relman1 relman2 c24 27.29828 2.40727 11.3400 <.0001
fairad1 relman2 c25 9.40992 1.01045 9.3126 <.0001
csat1 relman2 c26 5.57542 0.73269 7.6095 <.0001
commit2 relman2 c27 7.56189 1.18216 6.3967 <.0001
relcoll2 relman2 c28 4.72372 0.63060 7.4908 <.0001
commit1 fairad2 c29 3.90548 0.57811 6.7556 <.0001
relcoll1 fairad2 c30 2.13404 0.35284 6.0482 <.0001
relman1 fairad2 c31 8.79431 1.05315 8.3504 <.0001
fairad1 fairad2 c32 5.19333 0.52649 9.8640 <.0001
csat1 fairad2 c33 3.06093 0.37814 8.0947 <.0001
commit2 fairad2 c34 3.75300 0.59849 6.2707 <.0001
relcoll2 fairad2 c35 1.87130 0.30821 6.0714 <.0001
relman2 fairad2 c36 8.70527 1.00948 8.6235 <.0001
commit1 csat2 c37 2.47705 0.39156 6.3261 <.0001
relcoll1 csat2 c38 1.53133 0.24308 6.2998 <.0001
relman1 csat2 c39 5.23826 0.70036 7.4793 <.0001
fairad1 csat2 c40 3.05123 0.34466 8.8528 <.0001
csat1 csat2 c41 3.03335 0.28842 10.5169 <.0001
commit2 csat2 c42 2.36026 0.40560 5.8192 <.0001
relcoll2 csat2 c43 1.24125 0.21026 5.9034 <.0001
relman2 csat2 c44 5.69061 0.68360 8.3245 <.0001
fairad2 csat2 c45 2.79775 0.34462 8.1184 <.0001
commit1 SM1 c46 0.87513 0.27732 3.1557 0.0016
relcoll1 SM1 c47 0.49898 0.17181 2.9042 0.0037
relman1 SM1 c48 1.78702 0.48359 3.6953 0.0002
fairad1 SM1 c49 1.03599 0.22942 4.5156 <.0001
csat1 SM1 c50 0.37256 0.17252 2.1595 0.0308
commit2 SM1 c51 1.12088 0.29305 3.8248 0.0001
relcoll2 SM1 c52 0.21851 0.14841 1.4724 0.1409
relman2 SM1 c53 1.70788 0.45897 3.7211 0.0002
fairad2 SM1 c54 0.61339 0.23036 2.6628 0.0078
csat2 SM1 c55 0.45765 0.15810 2.8946 0.0038
commit1 SM2 c56 1.11319 0.26275 4.2367 <.0001
relcoll1 SM2 c57 0.53503 0.16123 3.3184 0.0009
relman1 SM2 c58 1.99414 0.45618 4.3714 <.0001
fairad1 SM2 c59 1.21069 0.21844 5.5426 <.0001
csat1 SM2 c60 0.50725 0.16259 3.1199 0.0018
commit2 SM2 c61 1.21233 0.27606 4.3916 <.0001
relcoll2 SM2 c62 0.25432 0.13892 1.8307 0.0671
relman2 SM2 c63 2.04245 0.43510 4.6943 <.0001
fairad2 SM2 c64 0.86064 0.21840 3.9407 <.0001
csat2 SM2 c65 0.59529 0.14964 3.9781 <.0001
SM1 SM2 c66 1.39003 0.13549 10.2589 <.0001
commit1 SM3 c67 1.07933 0.31887 3.3849 0.0007
relcoll1 SM3 c68 0.62270 0.19755 3.1521 0.0016
relman1 SM3 c69 1.64581 0.55006 2.9920 0.0028
fairad1 SM3 c70 0.73282 0.25747 2.8463 0.0044
csat1 SM3 c71 0.48355 0.19829 2.4386 0.0147
commit2 SM3 c72 1.31955 0.33652 3.9211 <.0001
relcoll2 SM3 c73 0.38365 0.17102 2.2432 0.0249
relman2 SM3 c74 1.97384 0.52654 3.7487 0.0002
fairad2 SM3 c75 0.72254 0.26435 2.7332 0.0063
csat2 SM3 c76 0.50601 0.18113 2.7935 0.0052
SM1 SM3 c77 1.44701 0.15786 9.1663 <.0001
SM2 SM3 c78 1.21273 0.14336 8.4591 <.0001

Diversity study: Test sex differences

Test difference the easy way.

The CALIS Procedure

Covariance Structure Analysis: Models and Initial Values

The CALIS Procedure

Modeling Specification

Modeling Info

Modeling Information
Maximum Likelihood Estimation
Group Label Data Set Data Records N Obs Model Type Analysis
N Read N Used
1 Males WORK.BOYS 173 173 173 Model 1 MSTRUCT Covariances
2 Females WORK.GIRLS 125 125 125 Model 2 MSTRUCT Covariances

Diversity study: Test sex differences

Test difference the easy way.

The CALIS Procedure

Covariance Structure Analysis: Descriptive Statistics

Descriptive Statistics

Group 1

Covariances

Group 1. Males
Covariance Matrix (DF = 173)
  commit1 relcoll1 relman1 fairad1 csat1 commit2 relcoll2 relman2 fairad2 csat2 SM1 SM2 SM3
commit1   10.39520 2.94861 11.40015 5.17692 3.10478 8.60500 2.45548 11.46734 5.02309 2.99505 0.93284 1.11678 1.37342
relcoll1   2.94861 4.60884 7.05593 3.20706 1.86926 2.99997 2.63811 7.38468 2.80337 2.01985 0.57309 0.59310 0.68094
relman1   11.40015 7.05593 36.89485 11.49103 5.81530 11.34401 6.54923 30.34756 10.30372 5.93304 2.35340 2.30048 2.21671
fairad1   5.17692 3.20706 11.49103 8.23796 3.38000 5.27879 2.29640 11.56667 6.26991 3.59918 1.11688 1.36256 0.86047
csat1   3.10478 1.86926 5.81530 3.38000 4.55625 2.93972 1.30686 6.59905 3.76715 3.34151 0.57626 0.73360 0.68472
commit2   8.60500 2.99997 11.34401 5.27879 2.93972 12.06642 2.50630 11.07124 4.73684 2.91416 1.39721 1.30295 1.87691
relcoll2   2.45548 2.63811 6.54923 2.29640 1.30686 2.50630 3.61796 6.02305 2.42063 1.48428 0.20382 0.23753 0.42223
relman2   11.46734 7.38468 30.34756 11.56667 6.59905 11.07124 6.02305 32.57369 10.32353 6.55331 2.31160 2.35267 2.53761
fairad2   5.02309 2.80337 10.30372 6.26991 3.76715 4.73684 2.42063 10.32353 8.60938 3.24538 0.59046 0.82793 0.68853
csat2   2.99505 2.01985 5.93304 3.59918 3.34151 2.91416 1.48428 6.55331 3.24538 3.84236 0.68348 0.75271 0.68850
SM1 SM1 0.93284 0.57309 2.35340 1.11688 0.57626 1.39721 0.20382 2.31160 0.59046 0.68348 1.88486 1.28173 1.20445
SM2 SM2 1.11678 0.59310 2.30048 1.36256 0.73360 1.30295 0.23753 2.35267 0.82793 0.75271 1.28173 1.77981 1.14424
SM3 SM3 1.37342 0.68094 2.21671 0.86047 0.68472 1.87691 0.42223 2.53761 0.68853 0.68850 1.20445 1.14424 2.67039
Determinant 3907418 Ln 15.178387

Diversity study: Test sex differences

Test difference the easy way.

The CALIS Procedure

Covariance Structure Analysis: Descriptive Statistics

Group 2

Covariances

Group 2. Females
Covariance Matrix (DF = 125)
  commit1 relcoll1 relman1 fairad1 csat1 commit2 relcoll2 relman2 fairad2 csat2 SM1 SM2 SM3
commit1   11.84038 1.62170 3.23802 3.28659 2.89254 9.81299 1.06669 3.22592 2.35872 1.76013 0.79526 1.10822 0.67232
relcoll1   1.62170 3.74182 2.06790 1.23245 0.82874 1.45805 2.29587 2.53248 1.20768 0.85523 0.39642 0.45466 0.54208
relman1   3.23802 2.06790 27.66758 6.57261 3.73786 1.59021 2.44211 23.07808 6.70528 4.27667 1.00314 1.57018 0.85568
fairad1   3.28659 1.23245 6.57261 5.89850 2.54867 3.19770 1.28614 6.42496 3.70336 2.29286 0.92403 1.00051 0.55616
csat1   2.89254 0.82874 3.73786 2.54867 4.03110 2.71507 0.75981 4.15872 2.08352 2.60685 0.09062 0.19398 0.20512
commit2   9.81299 1.45805 1.59021 3.19770 2.71507 12.11290 0.94694 2.70496 2.39136 1.59366 0.73843 1.08691 0.54816
relcoll2   1.06669 2.29587 2.44211 1.28614 0.75981 0.94694 2.70682 2.92544 1.11104 0.90490 0.23885 0.27757 0.33024
relman2   3.22592 2.53248 23.07808 6.42496 4.15872 2.70496 2.92544 25.78560 6.46560 4.49664 0.87232 1.61312 1.19360
fairad2   2.35872 1.20768 6.70528 3.70336 2.08352 2.39136 1.11104 6.46560 6.36160 2.17824 0.64512 0.90592 0.76960
csat2   1.76013 0.85523 4.27667 2.29286 2.60685 1.59366 0.90490 4.49664 2.17824 3.25338 0.14509 0.37741 0.25344
SM1 SM1 0.79526 0.39642 1.00314 0.92403 0.09062 0.73843 0.23885 0.87232 0.64512 0.14509 2.19174 1.53990 1.78272
SM2 SM2 1.10822 0.45466 1.57018 1.00051 0.19398 1.08691 0.27757 1.61312 0.90592 0.37741 1.53990 1.72646 1.30752
SM3 SM3 0.67232 0.54208 0.85568 0.55616 0.20512 0.54816 0.33024 1.19360 0.76960 0.25344 1.78272 1.30752 2.61760
Determinant 1642951 Ln 14.312005

Optimization

Diversity study: Test sex differences

Test difference the easy way.

The CALIS Procedure

Covariance Structure Analysis: Optimization

Levenberg-Marquardt Optimization

Scaling Update of More (1978)

Optimization Problem

Parameter Estimates 91
Functions (Observations) 182

Iteration Start

Optimization Start
Active Constraints 0 Objective Function 0.8559548285
Max Abs Gradient Element 0.2875770335 Radius 1

Iteration History

Iteration   Restarts Function
Calls		 Active
Constraints		   Objective
Function		 Objective
Function
Change		 Max Abs
Gradient
Element		 Lambda Ratio
Between
Actual
and
Predicted
Change
1   0 4 0   0.49983 0.3561 0.0380 0.129 0.803
2   0 6 0   0.46214 0.0377 0.000653 0.00177 1.003
3   0 8 0   0.45883 0.00331 5.2E-16 0 1.056

Iteration Stop

Optimization Results
Iterations 3 Function Calls 11
Jacobian Calls 5 Active Constraints 0
Objective Function 0.4588320297 Max Abs Gradient Element 5.20417E-16
Lambda 0 Actual Over Pred Change 1.055994037
Radius 3.1747656081    
Convergence criterion (ABSGCONV=0.00001) satisfied.

Diversity study: Test sex differences

Test difference the easy way.

The CALIS Procedure

Covariance Structure Analysis: Maximum Likelihood Estimation

Fit

Fit Summary

Fit Summary
Chi-Square 130.3517
Chi-Square DF 91
Pr > Chi-Square 0.0043

Diversity study: Test sex differences

Test difference the easy way.

The CALIS Procedure

Covariance Structure Analysis: Maximum Likelihood Estimation

Group 1

Predicted Covariances

Group 1. Males
Predicted Covariances
  commit1 relcoll1 relman1 fairad1 csat1 commit2 relcoll2 relman2 fairad2 csat2 SM1 SM2 SM3
commit1   11.00140 2.39202 7.97643 4.38400 3.01576 9.11171 1.87293 8.01037 3.90548 2.47705 0.87513 1.11319 1.07933
relcoll1   2.39202 4.24516 4.96364 2.37878 1.43280 2.35319 2.49455 5.34936 2.13404 1.53133 0.49898 0.53503 0.62270
relman1   7.97643 4.96364 33.02435 9.42793 4.94389 7.25265 4.82645 27.29828 8.79431 5.23826 1.78702 1.99414 1.64581
fairad1   4.38400 2.37878 9.42793 7.25664 3.03129 4.40585 1.87264 9.40992 5.19333 3.05123 1.03599 1.21069 0.73282
csat1   3.01576 1.43280 4.94389 3.03129 4.33597 2.84549 1.07739 5.57542 3.06093 3.03335 0.37256 0.50725 0.48355
commit2   9.11171 2.35319 7.25265 4.40585 2.84549 12.08592 1.85221 7.56189 3.75300 2.36026 1.12088 1.21233 1.31955
relcoll2   1.87293 2.49455 4.82645 1.87264 1.07739 1.85221 3.23577 4.72372 1.87130 1.24125 0.21851 0.25432 0.38365
relman2   8.01037 5.34936 27.29828 9.40992 5.57542 7.56189 4.72372 29.72634 8.70527 5.69061 1.70788 2.04245 1.97384
fairad2   3.90548 2.13404 8.79431 5.19333 3.06093 3.75300 1.87130 8.70527 7.66652 2.79775 0.61339 0.86064 0.72254
csat2   2.47705 1.53133 5.23826 3.05123 3.03335 2.36026 1.24125 5.69061 2.79775 3.59530 0.45765 0.59529 0.50601
SM1 SM1 0.87513 0.49898 1.78702 1.03599 0.37256 1.12088 0.21851 1.70788 0.61339 0.45765 2.01359 1.39003 1.44701
SM2 SM2 1.11319 0.53503 1.99414 1.21069 0.50725 1.21233 0.25432 2.04245 0.86064 0.59529 1.39003 1.75743 1.21273
SM3 SM3 1.07933 0.62270 1.64581 0.73282 0.48355 1.31955 0.38365 1.97384 0.72254 0.50601 1.44701 1.21273 2.64824
Determinant 4298616 Ln 15.273804

Diversity study: Test sex differences

Test difference the easy way.

The CALIS Procedure

Covariance Structure Analysis: Maximum Likelihood Estimation

Group 2

Predicted Covariances

Group 2. Females
Predicted Covariances
  commit1 relcoll1 relman1 fairad1 csat1 commit2 relcoll2 relman2 fairad2 csat2 SM1 SM2 SM3
commit1   11.00140 2.39202 7.97643 4.38400 3.01576 9.11171 1.87293 8.01037 3.90548 2.47705 0.87513 1.11319 1.07933
relcoll1   2.39202 4.24516 4.96364 2.37878 1.43280 2.35319 2.49455 5.34936 2.13404 1.53133 0.49898 0.53503 0.62270
relman1   7.97643 4.96364 33.02435 9.42793 4.94389 7.25265 4.82645 27.29828 8.79431 5.23826 1.78702 1.99414 1.64581
fairad1   4.38400 2.37878 9.42793 7.25664 3.03129 4.40585 1.87264 9.40992 5.19333 3.05123 1.03599 1.21069 0.73282
csat1   3.01576 1.43280 4.94389 3.03129 4.33597 2.84549 1.07739 5.57542 3.06093 3.03335 0.37256 0.50725 0.48355
commit2   9.11171 2.35319 7.25265 4.40585 2.84549 12.08592 1.85221 7.56189 3.75300 2.36026 1.12088 1.21233 1.31955
relcoll2   1.87293 2.49455 4.82645 1.87264 1.07739 1.85221 3.23577 4.72372 1.87130 1.24125 0.21851 0.25432 0.38365
relman2   8.01037 5.34936 27.29828 9.40992 5.57542 7.56189 4.72372 29.72634 8.70527 5.69061 1.70788 2.04245 1.97384
fairad2   3.90548 2.13404 8.79431 5.19333 3.06093 3.75300 1.87130 8.70527 7.66652 2.79775 0.61339 0.86064 0.72254
csat2   2.47705 1.53133 5.23826 3.05123 3.03335 2.36026 1.24125 5.69061 2.79775 3.59530 0.45765 0.59529 0.50601
SM1 SM1 0.87513 0.49898 1.78702 1.03599 0.37256 1.12088 0.21851 1.70788 0.61339 0.45765 2.01359 1.39003 1.44701
SM2 SM2 1.11319 0.53503 1.99414 1.21069 0.50725 1.21233 0.25432 2.04245 0.86064 0.59529 1.39003 1.75743 1.21273
SM3 SM3 1.07933 0.62270 1.64581 0.73282 0.48355 1.31955 0.38365 1.97384 0.72254 0.50601 1.44701 1.21273 2.64824
Determinant 4298616 Ln 15.273804

Diversity study: Test sex differences

Test difference the easy way.

The CALIS Procedure

Covariance Structure Analysis: Maximum Likelihood Estimation

ML Estimation

Model 1

_COV_

Model 1. MSTRUCT _COV_ Matrix: Estimate/StdErr/t-value/p-value
  commit1 relcoll1 relman1 fairad1 csat1 commit2 relcoll2 relman2 fairad2 csat2 SM1 SM2 SM3
commit1
11.0014
0.9013
12.2066
<.0001
[_cov_01_01]
2.3920
0.4194
5.7030
<.0001
[_cov_02_01]
7.9764
1.1969
6.6640
<.0001
[_cov_03_01]
4.3840
0.5765
7.6041
<.0001
[_cov_04_01]
3.0158
0.4366
6.9079
<.0001
[_cov_05_01]
9.1117
0.8513
10.7028
<.0001
[_cov_06_01]
1.8729
0.3623
5.1702
<.0001
[_cov_07_01]
8.0104
1.1457
6.9914
<.0001
[_cov_08_01]
3.9055
0.5781
6.7556
<.0001
[_cov_09_01]
2.4770
0.3916
6.3261
<.0001
[_cov_10_01]
0.8751
0.2773
3.1557
0.001601
[_cov_11_01]
1.1132
0.2628
4.2367
<.0001
[_cov_12_01]
1.0793
0.3189
3.3849
0.000712
[_cov_13_01]
relcoll1
2.3920
0.4194
5.7030
<.0001
[_cov_02_01]
4.2452
0.3478
12.2066
<.0001
[_cov_02_02]
4.9636
0.7437
6.6740
<.0001
[_cov_03_02]
2.3788
0.3498
6.8003
<.0001
[_cov_04_02]
1.4328
0.2620
5.4682
<.0001
[_cov_05_02]
2.3532
0.4368
5.3879
<.0001
[_cov_06_02]
2.4946
0.2588
9.6390
<.0001
[_cov_07_02]
5.3494
0.7208
7.4219
<.0001
[_cov_08_02]
2.1340
0.3528
6.0482
<.0001
[_cov_09_02]
1.5313
0.2431
6.2998
<.0001
[_cov_10_02]
0.4990
0.1718
2.9042
0.003682
[_cov_11_02]
0.5350
0.1612
3.3184
0.000905
[_cov_12_02]
0.6227
0.1976
3.1521
0.001621
[_cov_13_02]
relman1
7.9764
1.1969
6.6640
<.0001
[_cov_03_01]
4.9636
0.7437
6.6740
<.0001
[_cov_03_02]
33.0244
2.7055
12.2066
<.0001
[_cov_03_03]
9.4279
1.0500
8.9792
<.0001
[_cov_04_03]
4.9439
0.7500
6.5917
<.0001
[_cov_05_03]
7.2527
1.2312
5.8907
<.0001
[_cov_06_03]
4.8264
0.6609
7.3031
<.0001
[_cov_07_03]
27.2983
2.4073
11.3400
<.0001
[_cov_08_03]
8.7943
1.0532
8.3504
<.0001
[_cov_09_03]
5.2383
0.7004
7.4793
<.0001
[_cov_10_03]
1.7870
0.4836
3.6953
0.000220
[_cov_11_03]
1.9941
0.4562
4.3714
<.0001
[_cov_12_03]
1.6458
0.5501
2.9920
0.002771
[_cov_13_03]
fairad1
4.3840
0.5765
7.6041
<.0001
[_cov_04_01]
2.3788
0.3498
6.8003
<.0001
[_cov_04_02]
9.4279
1.0500
8.9792
<.0001
[_cov_04_03]
7.2566
0.5945
12.2066
<.0001
[_cov_04_04]
3.0313
0.3694
8.2071
<.0001
[_cov_05_04]
4.4058
0.5995
7.3487
<.0001
[_cov_06_04]
1.8726
0.3009
6.2227
<.0001
[_cov_07_04]
9.4099
1.0104
9.3126
<.0001
[_cov_08_04]
5.1933
0.5265
9.8640
<.0001
[_cov_09_04]
3.0512
0.3447
8.8528
<.0001
[_cov_10_04]
1.0360
0.2294
4.5156
<.0001
[_cov_11_04]
1.2107
0.2184
5.5426
<.0001
[_cov_12_04]
0.7328
0.2575
2.8463
0.004424
[_cov_13_04]
csat1
3.0158
0.4366
6.9079
<.0001
[_cov_05_01]
1.4328
0.2620
5.4682
<.0001
[_cov_05_02]
4.9439
0.7500
6.5917
<.0001
[_cov_05_03]
3.0313
0.3694
8.2071
<.0001
[_cov_05_04]
4.3360
0.3552
12.2066
<.0001
[_cov_05_05]
2.8455
0.4506
6.3152
<.0001
[_cov_06_05]
1.0774
0.2258
4.7719
<.0001
[_cov_07_05]
5.5754
0.7327
7.6095
<.0001
[_cov_08_05]
3.0609
0.3781
8.0947
<.0001
[_cov_09_05]
3.0333
0.2884
10.5169
<.0001
[_cov_10_05]
0.3726
0.1725
2.1595
0.0308
[_cov_11_05]
0.5073
0.1626
3.1199
0.001809
[_cov_12_05]
0.4835
0.1983
2.4386
0.0147
[_cov_13_05]
commit2
9.1117
0.8513
10.7028
<.0001
[_cov_06_01]
2.3532
0.4368
5.3879
<.0001
[_cov_06_02]
7.2527
1.2312
5.8907
<.0001
[_cov_06_03]
4.4058
0.5995
7.3487
<.0001
[_cov_06_04]
2.8455
0.4506
6.3152
<.0001
[_cov_06_05]
12.0859
0.9901
12.2066
<.0001
[_cov_06_06]
1.8522
0.3778
4.9024
<.0001
[_cov_07_06]
7.5619
1.1822
6.3967
<.0001
[_cov_08_06]
3.7530
0.5985
6.2707
<.0001
[_cov_09_06]
2.3603
0.4056
5.8192
<.0001
[_cov_10_06]
1.1209
0.2931
3.8248
0.000131
[_cov_11_06]
1.2123
0.2761
4.3916
<.0001
[_cov_12_06]
1.3195
0.3365
3.9211
<.0001
[_cov_13_06]
relcoll2
1.8729
0.3623
5.1702
<.0001
[_cov_07_01]
2.4946
0.2588
9.6390
<.0001
[_cov_07_02]
4.8264
0.6609
7.3031
<.0001
[_cov_07_03]
1.8726
0.3009
6.2227
<.0001
[_cov_07_04]
1.0774
0.2258
4.7719
<.0001
[_cov_07_05]
1.8522
0.3778
4.9024
<.0001
[_cov_07_06]
3.2358
0.2651
12.2066
<.0001
[_cov_07_07]
4.7237
0.6306
7.4908
<.0001
[_cov_08_07]
1.8713
0.3082
6.0714
<.0001
[_cov_09_07]
1.2412
0.2103
5.9034
<.0001
[_cov_10_07]
0.2185
0.1484
1.4724
0.1409
[_cov_11_07]
0.2543
0.1389
1.8307
0.0671
[_cov_12_07]
0.3836
0.1710
2.2432
0.0249
[_cov_13_07]
relman2
8.0104
1.1457
6.9914
<.0001
[_cov_08_01]
5.3494
0.7208
7.4219
<.0001
[_cov_08_02]
27.2983
2.4073
11.3400
<.0001
[_cov_08_03]
9.4099
1.0104
9.3126
<.0001
[_cov_08_04]
5.5754
0.7327
7.6095
<.0001
[_cov_08_05]
7.5619
1.1822
6.3967
<.0001
[_cov_08_06]
4.7237
0.6306
7.4908
<.0001
[_cov_08_07]
29.7263
2.4353
12.2066
<.0001
[_cov_08_08]
8.7053
1.0095
8.6235
<.0001
[_cov_09_08]
5.6906
0.6836
8.3245
<.0001
[_cov_10_08]
1.7079
0.4590
3.7211
0.000198
[_cov_11_08]
2.0425
0.4351
4.6943
<.0001
[_cov_12_08]
1.9738
0.5265
3.7487
0.000178
[_cov_13_08]
fairad2
3.9055
0.5781
6.7556
<.0001
[_cov_09_01]
2.1340
0.3528
6.0482
<.0001
[_cov_09_02]
8.7943
1.0532
8.3504
<.0001
[_cov_09_03]
5.1933
0.5265
9.8640
<.0001
[_cov_09_04]
3.0609
0.3781
8.0947
<.0001
[_cov_09_05]
3.7530
0.5985
6.2707
<.0001
[_cov_09_06]
1.8713
0.3082
6.0714
<.0001
[_cov_09_07]
8.7053
1.0095
8.6235
<.0001
[_cov_09_08]
7.6665
0.6281
12.2066
<.0001
[_cov_09_09]
2.7978
0.3446
8.1184
<.0001
[_cov_10_09]
0.6134
0.2304
2.6628
0.007750
[_cov_11_09]
0.8606
0.2184
3.9407
<.0001
[_cov_12_09]
0.7225
0.2644
2.7332
0.006272
[_cov_13_09]
csat2
2.4770
0.3916
6.3261
<.0001
[_cov_10_01]
1.5313
0.2431
6.2998
<.0001
[_cov_10_02]
5.2383
0.7004
7.4793
<.0001
[_cov_10_03]
3.0512
0.3447
8.8528
<.0001
[_cov_10_04]
3.0333
0.2884
10.5169
<.0001
[_cov_10_05]
2.3603
0.4056
5.8192
<.0001
[_cov_10_06]
1.2412
0.2103
5.9034
<.0001
[_cov_10_07]
5.6906
0.6836
8.3245
<.0001
[_cov_10_08]
2.7978
0.3446
8.1184
<.0001
[_cov_10_09]
3.5953
0.2945
12.2066
<.0001
[_cov_10_10]
0.4576
0.1581
2.8946
0.003796
[_cov_11_10]
0.5953
0.1496
3.9781
<.0001
[_cov_12_10]
0.5060
0.1811
2.7935
0.005213
[_cov_13_10]
SM1
0.8751
0.2773
3.1557
0.001601
[_cov_11_01]
0.4990
0.1718
2.9042
0.003682
[_cov_11_02]
1.7870
0.4836
3.6953
0.000220
[_cov_11_03]
1.0360
0.2294
4.5156
<.0001
[_cov_11_04]
0.3726
0.1725
2.1595
0.0308
[_cov_11_05]
1.1209
0.2931
3.8248
0.000131
[_cov_11_06]
0.2185
0.1484
1.4724
0.1409
[_cov_11_07]
1.7079
0.4590
3.7211
0.000198
[_cov_11_08]
0.6134
0.2304
2.6628
0.007750
[_cov_11_09]
0.4576
0.1581
2.8946
0.003796
[_cov_11_10]
2.0136
0.1650
12.2066
<.0001
[_cov_11_11]
1.3900
0.1355
10.2589
<.0001
[_cov_12_11]
1.4470
0.1579
9.1663
<.0001
[_cov_13_11]
SM2
1.1132
0.2628
4.2367
<.0001
[_cov_12_01]
0.5350
0.1612
3.3184
0.000905
[_cov_12_02]
1.9941
0.4562
4.3714
<.0001
[_cov_12_03]
1.2107
0.2184
5.5426
<.0001
[_cov_12_04]
0.5073
0.1626
3.1199
0.001809
[_cov_12_05]
1.2123
0.2761
4.3916
<.0001
[_cov_12_06]
0.2543
0.1389
1.8307
0.0671
[_cov_12_07]
2.0425
0.4351
4.6943
<.0001
[_cov_12_08]
0.8606
0.2184
3.9407
<.0001
[_cov_12_09]
0.5953
0.1496
3.9781
<.0001
[_cov_12_10]
1.3900
0.1355
10.2589
<.0001
[_cov_12_11]
1.7574
0.1440
12.2066
<.0001
[_cov_12_12]
1.2127
0.1434
8.4591
<.0001
[_cov_13_12]
SM3
1.0793
0.3189
3.3849
0.000712
[_cov_13_01]
0.6227
0.1976
3.1521
0.001621
[_cov_13_02]
1.6458
0.5501
2.9920
0.002771
[_cov_13_03]
0.7328
0.2575
2.8463
0.004424
[_cov_13_04]
0.4835
0.1983
2.4386
0.0147
[_cov_13_05]
1.3195
0.3365
3.9211
<.0001
[_cov_13_06]
0.3836
0.1710
2.2432
0.0249
[_cov_13_07]
1.9738
0.5265
3.7487
0.000178
[_cov_13_08]
0.7225
0.2644
2.7332
0.006272
[_cov_13_09]
0.5060
0.1811
2.7935
0.005213
[_cov_13_10]
1.4470
0.1579
9.1663
<.0001
[_cov_13_11]
1.2127
0.1434
8.4591
<.0001
[_cov_13_12]
2.6482
0.2170
12.2066
<.0001
[_cov_13_13]

Model 2

_COV_

Model 2. MSTRUCT _COV_ Matrix: Estimate/StdErr/t-value/p-value
  commit1 relcoll1 relman1 fairad1 csat1 commit2 relcoll2 relman2 fairad2 csat2 SM1 SM2 SM3
commit1
11.0014
0.9013
12.2066
<.0001
[_cov_01_01]
2.3920
0.4194
5.7030
<.0001
[_cov_02_01]
7.9764
1.1969
6.6640
<.0001
[_cov_03_01]
4.3840
0.5765
7.6041
<.0001
[_cov_04_01]
3.0158
0.4366
6.9079
<.0001
[_cov_05_01]
9.1117
0.8513
10.7028
<.0001
[_cov_06_01]
1.8729
0.3623
5.1702
<.0001
[_cov_07_01]
8.0104
1.1457
6.9914
<.0001
[_cov_08_01]
3.9055
0.5781
6.7556
<.0001
[_cov_09_01]
2.4770
0.3916
6.3261
<.0001
[_cov_10_01]
0.8751
0.2773
3.1557
0.001601
[_cov_11_01]
1.1132
0.2628
4.2367
<.0001
[_cov_12_01]
1.0793
0.3189
3.3849
0.000712
[_cov_13_01]
relcoll1
2.3920
0.4194
5.7030
<.0001
[_cov_02_01]
4.2452
0.3478
12.2066
<.0001
[_cov_02_02]
4.9636
0.7437
6.6740
<.0001
[_cov_03_02]
2.3788
0.3498
6.8003
<.0001
[_cov_04_02]
1.4328
0.2620
5.4682
<.0001
[_cov_05_02]
2.3532
0.4368
5.3879
<.0001
[_cov_06_02]
2.4946
0.2588
9.6390
<.0001
[_cov_07_02]
5.3494
0.7208
7.4219
<.0001
[_cov_08_02]
2.1340
0.3528
6.0482
<.0001
[_cov_09_02]
1.5313
0.2431
6.2998
<.0001
[_cov_10_02]
0.4990
0.1718
2.9042
0.003682
[_cov_11_02]
0.5350
0.1612
3.3184
0.000905
[_cov_12_02]
0.6227
0.1976
3.1521
0.001621
[_cov_13_02]
relman1
7.9764
1.1969
6.6640
<.0001
[_cov_03_01]
4.9636
0.7437
6.6740
<.0001
[_cov_03_02]
33.0244
2.7055
12.2066
<.0001
[_cov_03_03]
9.4279
1.0500
8.9792
<.0001
[_cov_04_03]
4.9439
0.7500
6.5917
<.0001
[_cov_05_03]
7.2527
1.2312
5.8907
<.0001
[_cov_06_03]
4.8264
0.6609
7.3031
<.0001
[_cov_07_03]
27.2983
2.4073
11.3400
<.0001
[_cov_08_03]
8.7943
1.0532
8.3504
<.0001
[_cov_09_03]
5.2383
0.7004
7.4793
<.0001
[_cov_10_03]
1.7870
0.4836
3.6953
0.000220
[_cov_11_03]
1.9941
0.4562
4.3714
<.0001
[_cov_12_03]
1.6458
0.5501
2.9920
0.002771
[_cov_13_03]
fairad1
4.3840
0.5765
7.6041
<.0001
[_cov_04_01]
2.3788
0.3498
6.8003
<.0001
[_cov_04_02]
9.4279
1.0500
8.9792
<.0001
[_cov_04_03]
7.2566
0.5945
12.2066
<.0001
[_cov_04_04]
3.0313
0.3694
8.2071
<.0001
[_cov_05_04]
4.4058
0.5995
7.3487
<.0001
[_cov_06_04]
1.8726
0.3009
6.2227
<.0001
[_cov_07_04]
9.4099
1.0104
9.3126
<.0001
[_cov_08_04]
5.1933
0.5265
9.8640
<.0001
[_cov_09_04]
3.0512
0.3447
8.8528
<.0001
[_cov_10_04]
1.0360
0.2294
4.5156
<.0001
[_cov_11_04]
1.2107
0.2184
5.5426
<.0001
[_cov_12_04]
0.7328
0.2575
2.8463
0.004424
[_cov_13_04]
csat1
3.0158
0.4366
6.9079
<.0001
[_cov_05_01]
1.4328
0.2620
5.4682
<.0001
[_cov_05_02]
4.9439
0.7500
6.5917
<.0001
[_cov_05_03]
3.0313
0.3694
8.2071
<.0001
[_cov_05_04]
4.3360
0.3552
12.2066
<.0001
[_cov_05_05]
2.8455
0.4506
6.3152
<.0001
[_cov_06_05]
1.0774
0.2258
4.7719
<.0001
[_cov_07_05]
5.5754
0.7327
7.6095
<.0001
[_cov_08_05]
3.0609
0.3781
8.0947
<.0001
[_cov_09_05]
3.0333
0.2884
10.5169
<.0001
[_cov_10_05]
0.3726
0.1725
2.1595
0.0308
[_cov_11_05]
0.5073
0.1626
3.1199
0.001809
[_cov_12_05]
0.4835
0.1983
2.4386
0.0147
[_cov_13_05]
commit2
9.1117
0.8513
10.7028
<.0001
[_cov_06_01]
2.3532
0.4368
5.3879
<.0001
[_cov_06_02]
7.2527
1.2312
5.8907
<.0001
[_cov_06_03]
4.4058
0.5995
7.3487
<.0001
[_cov_06_04]
2.8455
0.4506
6.3152
<.0001
[_cov_06_05]
12.0859
0.9901
12.2066
<.0001
[_cov_06_06]
1.8522
0.3778
4.9024
<.0001
[_cov_07_06]
7.5619
1.1822
6.3967
<.0001
[_cov_08_06]
3.7530
0.5985
6.2707
<.0001
[_cov_09_06]
2.3603
0.4056
5.8192
<.0001
[_cov_10_06]
1.1209
0.2931
3.8248
0.000131
[_cov_11_06]
1.2123
0.2761
4.3916
<.0001
[_cov_12_06]
1.3195
0.3365
3.9211
<.0001
[_cov_13_06]
relcoll2
1.8729
0.3623
5.1702
<.0001
[_cov_07_01]
2.4946
0.2588
9.6390
<.0001
[_cov_07_02]
4.8264
0.6609
7.3031
<.0001
[_cov_07_03]
1.8726
0.3009
6.2227
<.0001
[_cov_07_04]
1.0774
0.2258
4.7719
<.0001
[_cov_07_05]
1.8522
0.3778
4.9024
<.0001
[_cov_07_06]
3.2358
0.2651
12.2066
<.0001
[_cov_07_07]
4.7237
0.6306
7.4908
<.0001
[_cov_08_07]
1.8713
0.3082
6.0714
<.0001
[_cov_09_07]
1.2412
0.2103
5.9034
<.0001
[_cov_10_07]
0.2185
0.1484
1.4724
0.1409
[_cov_11_07]
0.2543
0.1389
1.8307
0.0671
[_cov_12_07]
0.3836
0.1710
2.2432
0.0249
[_cov_13_07]
relman2
8.0104
1.1457
6.9914
<.0001
[_cov_08_01]
5.3494
0.7208
7.4219
<.0001
[_cov_08_02]
27.2983
2.4073
11.3400
<.0001
[_cov_08_03]
9.4099
1.0104
9.3126
<.0001
[_cov_08_04]
5.5754
0.7327
7.6095
<.0001
[_cov_08_05]
7.5619
1.1822
6.3967
<.0001
[_cov_08_06]
4.7237
0.6306
7.4908
<.0001
[_cov_08_07]
29.7263
2.4353
12.2066
<.0001
[_cov_08_08]
8.7053
1.0095
8.6235
<.0001
[_cov_09_08]
5.6906
0.6836
8.3245
<.0001
[_cov_10_08]
1.7079
0.4590
3.7211
0.000198
[_cov_11_08]
2.0425
0.4351
4.6943
<.0001
[_cov_12_08]
1.9738
0.5265
3.7487
0.000178
[_cov_13_08]
fairad2
3.9055
0.5781
6.7556
<.0001
[_cov_09_01]
2.1340
0.3528
6.0482
<.0001
[_cov_09_02]
8.7943
1.0532
8.3504
<.0001
[_cov_09_03]
5.1933
0.5265
9.8640
<.0001
[_cov_09_04]
3.0609
0.3781
8.0947
<.0001
[_cov_09_05]
3.7530
0.5985
6.2707
<.0001
[_cov_09_06]
1.8713
0.3082
6.0714
<.0001
[_cov_09_07]
8.7053
1.0095
8.6235
<.0001
[_cov_09_08]
7.6665
0.6281
12.2066
<.0001
[_cov_09_09]
2.7978
0.3446
8.1184
<.0001
[_cov_10_09]
0.6134
0.2304
2.6628
0.007750
[_cov_11_09]
0.8606
0.2184
3.9407
<.0001
[_cov_12_09]
0.7225
0.2644
2.7332
0.006272
[_cov_13_09]
csat2
2.4770
0.3916
6.3261
<.0001
[_cov_10_01]
1.5313
0.2431
6.2998
<.0001
[_cov_10_02]
5.2383
0.7004
7.4793
<.0001
[_cov_10_03]
3.0512
0.3447
8.8528
<.0001
[_cov_10_04]
3.0333
0.2884
10.5169
<.0001
[_cov_10_05]
2.3603
0.4056
5.8192
<.0001
[_cov_10_06]
1.2412
0.2103
5.9034
<.0001
[_cov_10_07]
5.6906
0.6836
8.3245
<.0001
[_cov_10_08]
2.7978
0.3446
8.1184
<.0001
[_cov_10_09]
3.5953
0.2945
12.2066
<.0001
[_cov_10_10]
0.4576
0.1581
2.8946
0.003796
[_cov_11_10]
0.5953
0.1496
3.9781
<.0001
[_cov_12_10]
0.5060
0.1811
2.7935
0.005213
[_cov_13_10]
SM1
0.8751
0.2773
3.1557
0.001601
[_cov_11_01]
0.4990
0.1718
2.9042
0.003682
[_cov_11_02]
1.7870
0.4836
3.6953
0.000220
[_cov_11_03]
1.0360
0.2294
4.5156
<.0001
[_cov_11_04]
0.3726
0.1725
2.1595
0.0308
[_cov_11_05]
1.1209
0.2931
3.8248
0.000131
[_cov_11_06]
0.2185
0.1484
1.4724
0.1409
[_cov_11_07]
1.7079
0.4590
3.7211
0.000198
[_cov_11_08]
0.6134
0.2304
2.6628
0.007750
[_cov_11_09]
0.4576
0.1581
2.8946
0.003796
[_cov_11_10]
2.0136
0.1650
12.2066
<.0001
[_cov_11_11]
1.3900
0.1355
10.2589
<.0001
[_cov_12_11]
1.4470
0.1579
9.1663
<.0001
[_cov_13_11]
SM2
1.1132
0.2628
4.2367
<.0001
[_cov_12_01]
0.5350
0.1612
3.3184
0.000905
[_cov_12_02]
1.9941
0.4562
4.3714
<.0001
[_cov_12_03]
1.2107
0.2184
5.5426
<.0001
[_cov_12_04]
0.5073
0.1626
3.1199
0.001809
[_cov_12_05]
1.2123
0.2761
4.3916
<.0001
[_cov_12_06]
0.2543
0.1389
1.8307
0.0671
[_cov_12_07]
2.0425
0.4351
4.6943
<.0001
[_cov_12_08]
0.8606
0.2184
3.9407
<.0001
[_cov_12_09]
0.5953
0.1496
3.9781
<.0001
[_cov_12_10]
1.3900
0.1355
10.2589
<.0001
[_cov_12_11]
1.7574
0.1440
12.2066
<.0001
[_cov_12_12]
1.2127
0.1434
8.4591
<.0001
[_cov_13_12]
SM3
1.0793
0.3189
3.3849
0.000712
[_cov_13_01]
0.6227
0.1976
3.1521
0.001621
[_cov_13_02]
1.6458
0.5501
2.9920
0.002771
[_cov_13_03]
0.7328
0.2575
2.8463
0.004424
[_cov_13_04]
0.4835
0.1983
2.4386
0.0147
[_cov_13_05]
1.3195
0.3365
3.9211
<.0001
[_cov_13_06]
0.3836
0.1710
2.2432
0.0249
[_cov_13_07]
1.9738
0.5265
3.7487
0.000178
[_cov_13_08]
0.7225
0.2644
2.7332
0.006272
[_cov_13_09]
0.5060
0.1811
2.7935
0.005213
[_cov_13_10]
1.4470
0.1579
9.1663
<.0001
[_cov_13_11]
1.2127
0.1434
8.4591
<.0001
[_cov_13_12]
2.6482
0.2170
12.2066
<.0001
[_cov_13_13]

Diversity study: Test sex differences

Full 2-group FA Model: All parameters different for M and F

The CALIS Procedure

Covariance Structure Analysis: Maximum Likelihood Estimation

The CALIS Procedure

Fit

Fit Summary

Fit Summary
Chi-Square 118.1198
Chi-Square DF 100
Pr > Chi-Square 0.1043

Diversity study: Test sex differences

Reduced Model: Factor loadings and measurement error variances equal for M and F

The CALIS Procedure

Covariance Structure Analysis: Maximum Likelihood Estimation

The CALIS Procedure

Fit

Fit Summary

Fit Summary
Chi-Square 149.5559
Chi-Square DF 120
Pr > Chi-Square 0.0349

Diversity study: Test sex differences

Likelihood ratio test of H0: Measurement models equal

The IML Procedure

Gsq_pvalue

Gsq pvalue
31.4361 0.0496902