2011-12 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 1814 Number of Observations Used 1814 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 93 196.50481 2.11295 87.56 <.0001 Error 1720 41.50484 0.02413 Corrected Total 1813 238.00965 Root MSE 0.15534 R-Square 0.8256 Dependent Mean 11.51975 Adj R-Sq 0.8162 Coeff Var 1.34847 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 11.35838 0.03767 301.50 <.0001 240726 0 prof 1 0.33825 0.01527 22.16 <.0001 100.38207 0.46422 assoc 1 0.07878 0.01185 6.65 <.0001 0.54797 0.10180 phd 1 0.00232 0.01715 0.14 0.8924 4.56814 0.00218 sex 1 0.00486 0.00883 0.55 0.5823 2.87319 0.00625 r1 1 -0.09381 0.11220 -0.84 0.4032 0.00723 -0.01487 r2 1 -0.00499 0.01140 -0.44 0.6618 0.47024 -0.00485 r3 1 0.00553 0.01926 0.29 0.7741 0.02734 0.00317 r5 1 0.02356 0.01780 1.32 0.1857 0.06902 0.01442 r6 1 0.05044 0.02202 2.29 0.0221 1.36168 0.02491 yrsdegr 1 0.00311 0.00053776 5.79 <.0001 0.22996 0.09338 rank1 1 -0.10499 0.00983 -10.68 <.0001 3.30329 -0.12356 adm 1 0.15287 0.01133 13.49 <.0001 9.50879 0.14836 dpts 1 0.03375 0.00376 8.98 <.0001 1.83880 0.11081 D1 1 -0.17977 0.03959 -4.54 <.0001 0.53196 -0.06827 D2 1 -0.20916 0.04347 -4.81 <.0001 0.45293 -0.06598 D3 1 -0.10966 0.04651 -2.36 0.0185 0.10018 -0.03082 D4 1 -0.18207 0.04634 -3.93 <.0001 0.14903 -0.05117 D5 1 -0.18079 0.03803 -4.75 <.0001 0.68933 -0.07506 D6 1 -0.23240 0.04432 -5.24 <.0001 0.66193 -0.07023 D7 1 0.70409 0.04916 14.32 <.0001 7.80471 0.18175 D8 1 0.68764 0.04306 15.97 <.0001 13.39816 0.22132 D9 1 0.37432 0.03865 9.68 <.0001 7.67571 0.15175 D10 1 -0.10642 0.05970 -1.78 0.0748 0.00890 -0.02064 D11 1 -0.15752 0.04517 -3.49 0.0005 0.03587 -0.04652 D12 1 -0.20431 0.04914 -4.16 <.0001 0.20183 -0.05274 D13 1 -0.15731 0.04078 -3.86 0.0001 0.08613 -0.05717 D14 1 -0.08253 0.07612 -1.08 0.2784 0.01283 -0.01195 D15 1 0.00741 0.03704 0.20 0.8414 0.30511 0.00332 D16 1 0.07333 0.03737 1.96 0.0499 1.07365 0.03183 D17 1 0.02485 0.05792 0.43 0.6680 0.09672 0.00508 D18 1 0.08555 0.04737 1.81 0.0711 0.57782 0.02341 D19 1 0.13829 0.03710 3.73 0.0002 2.52060 0.06311 D20 1 0.08160 0.04716 1.73 0.0838 0.51998 0.02233 D21 1 0.05423 0.03697 1.47 0.1426 0.98314 0.02475 D22 1 0.07388 0.04429 1.67 0.0955 0.66831 0.02282 D23 1 0.07495 0.03560 2.11 0.0354 2.57318 0.04145 D24 1 0.04727 0.05989 0.79 0.4300 0.28190 0.00917 D25 1 -0.31465 0.03605 -8.73 <.0001 1.10358 -0.16026 D26 1 -0.33885 0.03964 -8.55 <.0001 0.84852 -0.14068 D27 1 -0.24938 0.05573 -4.47 <.0001 0.11121 -0.05345 D28 1 -0.19503 0.05737 -3.40 0.0007 0.03531 -0.03987 D29 1 -0.26963 0.04153 -6.49 <.0001 0.26437 -0.09799 D30 1 -0.39658 0.05978 -6.63 <.0001 0.41102 -0.08106 D31 1 -0.36728 0.05342 -6.88 <.0001 0.49886 -0.08553 D32 1 -0.08646 0.07571 -1.14 0.2536 0.01255 -0.01251 D33 1 -0.18547 0.05412 -3.43 0.0006 0.01928 -0.04151 D34 1 -0.14257 0.05873 -2.43 0.0153 0.00406 -0.02914 D35 1 -0.31817 0.07156 -4.45 <.0001 0.07427 -0.05043 D36 1 0.37423 0.04051 9.24 <.0001 11.53209 0.14985 D37 1 -0.28379 0.04267 -6.65 <.0001 0.47313 -0.09312 D38 1 -0.08347 0.05740 -1.45 0.1461 0.01268 -0.01706 D39 1 -0.12591 0.03539 -3.56 0.0004 0.00045160 -0.06413 D40 1 -0.21248 0.06251 -3.40 0.0007 0.03215 -0.03887 D41 1 -0.11276 0.03653 -3.09 0.0021 0.04108 -0.05195 D42 1 -0.10153 0.07260 -1.40 0.1622 0.03598 -0.01609 D43 1 -0.19067 0.05120 -3.72 0.0002 0.00948 -0.04606 D44 1 -0.10549 0.05544 -1.90 0.0572 0.00967 -0.02261 D45 1 -0.25264 0.05035 -5.02 <.0001 0.13427 -0.06316 D46 1 -0.16491 0.05228 -3.15 0.0016 0.01859 -0.03840 D47 1 0.23409 0.04574 5.12 <.0001 2.64601 0.06748 D48 1 0.05752 0.04151 1.39 0.1660 1.19883 0.01992 D49 1 -0.20023 0.05379 -3.72 0.0002 0.02214 -0.04481 D50 1 -0.01069 0.05260 -0.20 0.8390 0.27761 -0.00249 D51 1 -0.20004 0.03916 -5.11 <.0001 0.03791 -0.07806 D52 1 -0.09724 0.04676 -2.08 0.0377 0.09852 -0.02733 D53 1 -0.22582 0.03679 -6.14 <.0001 0.07603 -0.10305 D54 1 -0.22168 0.07010 -3.16 0.0016 0.01834 -0.03514 D55 1 -0.10603 0.13978 -0.76 0.4482 0.00006343 -0.01373 D56 1 -0.13281 0.05773 -2.30 0.0215 0.01134 -0.02715 D57 1 -0.10489 0.04725 -2.22 0.0266 0.06201 -0.02870 D58 1 -0.25274 0.04952 -5.10 <.0001 0.09057 -0.06524 D59 1 -0.11854 0.04989 -2.38 0.0176 0.02537 -0.02964 D60 1 -0.06055 0.05370 -1.13 0.2596 0.12297 -0.01355 D61 1 -0.05950 0.05293 -1.12 0.2611 0.14956 -0.01386 D62 1 -0.00850 0.04335 -0.20 0.8445 0.69918 -0.00268 D63 1 -0.19603 0.05964 -3.29 0.0010 0.00316 -0.03802 D64 1 -0.28904 0.07051 -4.10 <.0001 0.04862 -0.04582 D65 1 -0.29998 0.04886 -6.14 <.0001 0.25212 -0.07743 D66 1 -0.22812 0.05561 -4.10 <.0001 0.03806 -0.04889 D67 1 -0.37428 0.06304 -5.94 <.0001 0.28982 -0.06847 D68 1 -0.00871 0.04806 -0.18 0.8562 0.43947 -0.00232 D69 1 -0.31761 0.07555 -4.20 <.0001 0.10143 -0.04597 D70 1 -0.29295 0.07150 -4.10 <.0001 0.06805 -0.04644 D71 1 -0.26021 0.05745 -4.53 <.0001 0.06972 -0.05319 D72 1 -0.28774 0.04675 -6.15 <.0001 0.29741 -0.08087 D73 1 -0.16776 0.04297 -3.90 <.0001 5.960458E-7 -0.05400 D74 1 -0.22088 0.04812 -4.59 <.0001 0.06078 -0.05875 D75 1 -0.21336 0.05543 -3.85 0.0001 0.03608 -0.04573 D76 1 -0.08941 0.03699 -2.42 0.0158 0.70905 -0.04157 D77 1 0.16302 0.05246 3.11 0.0019 1.78493 0.03796 D78 1 -0.12953 0.05110 -2.53 0.0113 0.19105 -0.03129 D79 1 -0.10044 0.04444 -2.26 0.0239 0.59295 -0.03035 D80 1 -0.46109 0.03721 -12.39 <.0001 3.70542 -0.25503