2014-15 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 1841 Number of Observations Used 1841 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 93 200.58733 2.15685 102.69 <.0001 Error 1747 36.69254 0.02100 Corrected Total 1840 237.27987 Root MSE 0.14492 R-Square 0.8454 Dependent Mean 11.60956 Adj R-Sq 0.8371 Coeff Var 1.24832 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 11.43514 0.03798 301.09 <.0001 248133 0 prof 1 0.37111 0.01428 25.98 <.0001 90.99538 0.51122 asso 1 0.10782 0.01103 9.77 <.0001 1.44553 0.14009 phd 1 -0.00407 0.01669 -0.24 0.8072 7.11849 -0.00364 sex 1 -0.00019613 0.00801 -0.02 0.9805 3.27019 -0.00025998 r1 1 0.00601 0.08548 0.07 0.9439 0.07469 0.00110 r2 1 -0.00653 0.01045 -0.62 0.5321 0.76718 -0.00650 r3 1 -0.01382 0.01698 -0.81 0.4158 0.04083 -0.00830 r4 1 -0.07956 0.14852 -0.54 0.5923 0.01937 -0.00730 r5 1 0.03448 0.01659 2.08 0.0378 0.01781 0.02114 r6 1 -0.02611 0.01620 -1.61 0.1071 0.61605 -0.01656 yrsdegr 1 0.00293 0.00050374 5.83 <.0001 0.20628 0.09160 rank1 1 -0.09349 0.00924 -10.12 <.0001 3.77573 -0.10955 adm 1 0.11678 0.01242 9.40 <.0001 2.33120 0.09896 dpts 1 0.05835 0.01081 5.40 <.0001 1.08944 0.05922 D1 1 -0.14934 0.03868 -3.86 0.0001 0.31449 -0.05352 D2 1 -0.20626 0.04167 -4.95 <.0001 0.50469 -0.06382 D3 1 -0.14060 0.04291 -3.28 0.0011 0.40567 -0.04159 D4 1 -0.21891 0.04624 -4.73 <.0001 0.23678 -0.05660 D5 1 -0.19195 0.03708 -5.18 <.0001 0.98278 -0.07602 D6 1 -0.24036 0.04456 -5.39 <.0001 0.56174 -0.06588 D7 1 0.74771 0.04239 17.64 <.0001 11.85329 0.22631 D8 1 0.72242 0.03842 18.80 <.0001 19.11385 0.26298 D9 1 0.46655 0.03677 12.69 <.0001 10.98095 0.19176 D10 1 -0.20620 0.05626 -3.67 0.0003 0.08925 -0.04006 D11 1 -0.16942 0.04405 -3.85 0.0001 0.06571 -0.04769 D12 1 -0.18038 0.04554 -3.96 <.0001 0.17320 -0.04806 D13 1 -0.18859 0.04002 -4.71 <.0001 0.26084 -0.06429 D14 1 0.02220 0.03462 0.64 0.5215 0.31985 0.01071 D15 1 0.07194 0.03550 2.03 0.0429 0.81985 0.03193 D16 1 0.11350 0.04747 2.39 0.0169 0.43476 0.02842 D17 1 0.07278 0.04222 1.72 0.0849 0.44672 0.02203 D18 1 0.14025 0.03482 4.03 <.0001 2.25652 0.06651 D19 1 0.07421 0.04272 1.74 0.0825 0.45539 0.02195 D20 1 0.12052 0.03505 3.44 0.0006 2.10699 0.05562 D21 1 0.13465 0.04268 3.15 0.0016 1.10103 0.03983 D22 1 0.12858 0.03337 3.85 0.0001 3.92381 0.07080 D23 1 0.05074 0.04725 1.07 0.2830 0.46755 0.01271 D24 1 -0.35609 0.03459 -10.30 <.0001 1.70567 -0.18306 D25 1 -0.36905 0.03798 -9.72 <.0001 0.87042 -0.14987 D26 1 -0.23128 0.05890 -3.93 <.0001 0.04933 -0.04237 D27 1 -0.19268 0.05235 -3.68 0.0002 0.03008 -0.04136 D28 1 -0.22053 0.04052 -5.44 <.0001 0.02061 -0.07518 D29 1 -0.40336 0.05350 -7.54 <.0001 0.34983 -0.09041 D30 1 -0.37071 0.04865 -7.62 <.0001 0.44165 -0.09283 D31 1 -0.22320 0.05428 -4.11 <.0001 0.08365 -0.04570 D32 1 -0.16029 0.05894 -2.72 0.0066 0.00008970 -0.02937 D33 1 -0.14408 0.04936 -2.92 0.0036 0.01208 -0.03486 D34 1 -0.47746 0.06348 -7.52 <.0001 0.43366 -0.08185 D35 1 0.36757 0.04104 8.96 <.0001 9.15681 0.12963 D36 1 -0.28044 0.04079 -6.88 <.0001 0.50116 -0.09041 D37 1 -0.10661 0.04939 -2.16 0.0310 0.00295 -0.02487 D38 1 -0.11864 0.03373 -3.52 0.0004 0.00248 -0.06233 D39 1 -0.28428 0.05407 -5.26 <.0001 0.23052 -0.05820 D40 1 -0.12569 0.03552 -3.54 0.0004 0.00009214 -0.05522 D41 1 -0.14546 0.05249 -2.77 0.0056 0.00481 -0.03123 D42 1 -0.17982 0.05073 -3.54 0.0004 0.03847 -0.04031 D43 1 -0.24038 0.05126 -4.69 <.0001 0.14373 -0.05388 D44 1 -0.18211 0.04727 -3.85 0.0001 0.07033 -0.04560 D45 1 0.28567 0.04282 6.67 <.0001 3.45028 0.08450 D46 1 0.09171 0.03849 2.38 0.0173 1.59471 0.03338 D47 1 -0.19760 0.05242 -3.77 0.0002 0.03928 -0.04242 D48 1 -0.03339 0.04634 -0.72 0.4713 0.17519 -0.00863 D49 1 -0.18505 0.03689 -5.02 <.0001 0.04544 -0.07422 D50 1 -0.10431 0.04344 -2.40 0.0165 0.05036 -0.03012 D51 1 -0.22962 0.05406 -4.25 <.0001 0.06916 -0.04701 D52 1 -0.21758 0.03532 -6.16 <.0001 0.12324 -0.09851 D53 1 -0.19519 0.06187 -3.15 0.0016 0.01624 -0.03346 D54 1 -0.19476 0.11090 -1.76 0.0792 0.02425 -0.03339 D55 1 -0.03011 0.04970 -0.61 0.5446 0.15768 -0.00702 D56 1 -0.09847 0.04628 -2.13 0.0335 0.04446 -0.02546 D57 1 -0.22702 0.05014 -4.53 <.0001 0.04919 -0.05295 D58 1 -0.09916 0.04627 -2.14 0.0322 0.03485 -0.02564 D59 1 -0.12420 0.05076 -2.45 0.0145 0.00241 -0.02784 D60 1 0.10012 0.04712 2.12 0.0338 0.93079 0.02507 D61 1 -0.01529 0.04163 -0.37 0.7135 0.57606 -0.00473 D62 1 -0.18635 0.05874 -3.17 0.0015 0.00064713 -0.03414 D63 1 -0.26047 0.05903 -4.41 <.0001 0.06738 -0.04772 D64 1 -0.24243 0.04712 -5.15 <.0001 0.07565 -0.06071 D65 1 -0.12757 0.04948 -2.58 0.0100 0.01512 -0.02975 D66 1 -0.24136 0.06202 -3.89 0.0001 0.02260 -0.04138 D67 1 -0.10974 0.04713 -2.33 0.0200 0.04323 -0.02748 D68 1 -0.28732 0.07100 -4.05 <.0001 0.06784 -0.04165 D69 1 -0.28635 0.06357 -4.50 <.0001 0.08287 -0.04909 D70 1 -0.21664 0.05414 -4.00 <.0001 0.02468 -0.04435 D71 1 -0.18595 0.04831 -3.85 0.0001 0.00576 -0.04656 D72 1 -0.12557 0.03815 -3.29 0.0010 0.06546 -0.04641 D73 1 -0.16053 0.04549 -3.53 0.0004 0.00162 -0.04277 D74 1 -0.21060 0.04708 -4.47 <.0001 0.02196 -0.05274 D75 1 -0.06891 0.03651 -1.89 0.0593 1.07389 -0.02996 D76 1 0.18110 0.04948 3.66 0.0003 2.31515 0.04224 D77 1 -0.15299 0.04472 -3.42 0.0006 0.29813 -0.04193 D78 1 -0.13242 0.04220 -3.14 0.0017 0.71842 -0.04008 D79 1 -0.52819 0.03604 -14.66 <.0001 4.51104 -0.28138