2019-20 Faculty Equity Regression Calculations
Division of Management Information PN 2011/107
Model: All faculty: Dependent variable measured as log salary The REG Procedure Model: MODEL1 Dependent Variable: logsal Number of Observations Read 1870 Number of Observations Used 1870 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 90 215.48317 2.39426 118.89 <.0001 Error 1779 35.82613 0.02014 Corrected Total 1869 251.30929 Root MSE 0.14191 R-Square 0.8574 Dependent Mean 11.70004 Adj R-Sq 0.8502 Coeff Var 1.21290 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 11.50615 0.03508 327.97 <.0001 255986 0 prof 1 0.35226 0.01334 26.40 <.0001 86.66016 0.47831 asso 1 0.09796 0.01072 9.13 <.0001 1.69529 0.11864 phd 1 0.02202 0.01621 1.36 0.1746 10.01011 0.01844 sex 1 0.00246 0.00747 0.33 0.7420 2.72059 0.00323 r1 1 0.01494 0.06529 0.23 0.8190 0.00188 0.00211 r2 1 -0.00804 0.00969 -0.83 0.4069 0.75402 -0.00827 r3 1 -0.00070135 0.01691 -0.04 0.9669 0.03994 -0.00039401 r5 1 0.01228 0.01463 0.84 0.4011 0.32243 0.00821 r6 1 -0.00436 0.01352 -0.32 0.7470 0.80319 -0.00328 yrsdegr 1 0.00389 0.00046988 8.29 <.0001 0.53695 0.12341 rank1 1 -0.09760 0.00916 -10.66 <.0001 5.09572 -0.10996 adm 1 0.09848 0.01003 9.81 <.0001 3.88589 0.10326 dpts 1 0.06671 0.00970 6.87 <.0001 2.87410 0.07215 D1 1 -0.21195 0.03684 -5.75 <.0001 0.38985 -0.07382 D2 1 -0.23369 0.03849 -6.07 <.0001 0.58132 -0.07464 D3 1 -0.14764 0.04293 -3.44 0.0006 0.17760 -0.03932 D4 1 -0.25286 0.04137 -6.11 <.0001 0.46459 -0.07095 D5 1 -0.20672 0.03684 -5.61 <.0001 0.46137 -0.07200 D6 1 -0.29100 0.04142 -7.03 <.0001 0.88298 -0.08165 D7 1 0.72821 0.03871 18.81 <.0001 15.00874 0.23259 D8 1 0.71743 0.03587 20.00 <.0001 21.84749 0.26522 D9 1 0.43930 0.03445 12.75 <.0001 12.59317 0.18164 D10 1 -0.24970 0.05691 -4.39 <.0001 0.06763 -0.04445 D11 1 -0.24527 0.04453 -5.51 <.0001 0.14276 -0.06162 D12 1 -0.28112 0.04363 -6.44 <.0001 0.49564 -0.07278 D13 1 -0.25813 0.03883 -6.65 <.0001 0.42519 -0.08245 D14 1 -0.00781 0.03257 -0.24 0.8105 0.39785 -0.00366 D15 1 0.04172 0.03315 1.26 0.2084 1.02053 0.01854 D16 1 0.07969 0.04348 1.83 0.0670 0.56148 0.02063 D17 1 -0.00238 0.03829 -0.06 0.9505 0.20778 -0.00077329 D18 1 0.09984 0.03195 3.12 0.0018 2.65169 0.04988 D19 1 0.02475 0.04077 0.61 0.5439 0.51335 0.00711 D20 1 0.05307 0.03277 1.62 0.1056 1.72589 0.02446 D21 1 0.08602 0.03978 2.16 0.0307 1.12448 0.02586 D22 1 0.10374 0.03056 3.39 0.0007 5.59060 0.06089 D23 1 0.04011 0.04755 0.84 0.3991 0.62125 0.00909 D24 1 -0.42587 0.03255 -13.08 <.0001 2.35032 -0.21120 D25 1 -0.36256 0.03666 -9.89 <.0001 0.42121 -0.13590 D26 1 -0.26130 0.06017 -4.34 <.0001 0.00815 -0.04353 D27 1 -0.27460 0.04890 -5.62 <.0001 0.10523 -0.05981 D28 1 -0.27933 0.03980 -7.02 <.0001 0.04707 -0.08751 D29 1 -0.43619 0.05232 -8.34 <.0001 0.27134 -0.09099 D30 1 -0.42815 0.05016 -8.54 <.0001 0.37596 -0.09326 D31 1 -0.24203 0.04534 -5.34 <.0001 0.08048 -0.05889 D32 1 -0.20497 0.05443 -3.77 0.0002 0.00045615 -0.03870 D33 1 -0.21780 0.05264 -4.14 <.0001 0.00065191 -0.04333 D34 1 0.26345 0.03911 6.74 <.0001 7.20225 0.08880 D35 1 -0.36469 0.03982 -9.16 <.0001 0.75132 -0.10965 D36 1 -0.16786 0.04883 -3.44 0.0006 0.00018018 -0.03656 D37 1 -0.16953 0.03204 -5.29 <.0001 0.00650 -0.08344 D38 1 -0.28017 0.05221 -5.37 <.0001 0.12370 -0.05574 D39 1 -0.18907 0.03322 -5.69 <.0001 0.02506 -0.08320 D40 1 -0.19237 0.05430 -3.54 0.0004 0.00012624 -0.03632 D41 1 -0.21071 0.05448 -3.87 0.0001 0.01226 -0.03978 D42 1 -0.34781 0.05261 -6.61 <.0001 0.35516 -0.06920 D43 1 -0.18034 0.04645 -3.88 0.0001 0.00577 -0.04241 D44 1 0.28225 0.03938 7.17 <.0001 4.72777 0.08666 D45 1 -0.00167 0.03653 -0.05 0.9634 0.99495 -0.00059240 D46 1 -0.27393 0.04893 -5.60 <.0001 0.10783 -0.05967 D47 1 -0.13161 0.04767 -2.76 0.0058 0.02832 -0.02983 D48 1 -0.23616 0.03631 -6.50 <.0001 0.06447 -0.08482 D49 1 -0.18021 0.04087 -4.41 <.0001 0.00157 -0.05180 D50 1 -0.37361 0.06373 -5.86 <.0001 0.21392 -0.05764 D51 1 -0.26642 0.03395 -7.85 <.0001 0.17532 -0.11257 D52 1 -0.24214 0.05215 -4.64 <.0001 0.03937 -0.04817 D53 1 0.00568 0.04300 0.13 0.8950 0.57982 0.00151 D54 1 -0.14720 0.04443 -3.31 0.0009 0.03007 -0.03698 D55 1 -0.28594 0.04695 -6.09 <.0001 0.09335 -0.06724 D56 1 -0.13345 0.05051 -2.64 0.0083 0.03198 -0.02784 D57 1 -0.22558 0.04883 -4.62 <.0001 0.02246 -0.04914 D58 1 -0.24207 0.06049 -4.00 <.0001 0.01932 -0.04032 D59 1 -0.00170 0.04212 -0.04 0.9678 0.60633 -0.00046474 D60 1 -0.09941 0.04020 -2.47 0.0135 0.24716 -0.02924 D61 1 -0.29272 0.05277 -5.55 <.0001 0.08988 -0.05823 D62 1 -0.30417 0.05706 -5.33 <.0001 0.10056 -0.05415 D63 1 -0.28758 0.04889 -5.88 <.0001 0.11281 -0.06264 D64 1 -0.17792 0.05438 -3.27 0.0011 0.00073335 -0.03359 D65 1 -0.33915 0.06388 -5.31 <.0001 0.12574 -0.05232 D66 1 -0.14845 0.04637 -3.20 0.0014 0.01607 -0.03491 D67 1 -0.27113 0.05808 -4.67 <.0001 0.03579 -0.04827 D68 1 -0.31411 0.05052 -6.22 <.0001 0.16857 -0.06552 D69 1 -0.24885 0.04579 -5.43 <.0001 0.05802 -0.06055 D70 1 -0.19427 0.03658 -5.31 <.0001 0.00573 -0.06873 D71 1 -0.22839 0.04441 -5.14 <.0001 0.03736 -0.05738 D72 1 -0.24786 0.05038 -4.92 <.0001 0.04865 -0.05170 D73 1 -0.11097 0.03334 -3.33 0.0009 0.74757 -0.05159 D74 1 0.19743 0.04282 4.61 <.0001 3.42124 0.05258 D75 1 -0.19733 0.03989 -4.95 <.0001 0.14128 -0.05933 D76 1 -0.12221 0.03593 -3.40 0.0007 1.24171 -0.04518 D77 1 -0.56150 0.03352 -16.75 <.0001 5.65074 -0.29666