2015-16 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 1860 Number of Observations Used 1860 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 93 200.61709 2.15717 103.41 <.0001 Error 1766 36.83837 0.02086 Corrected Total 1859 237.45547 Root MSE 0.14443 R-Square 0.8449 Dependent Mean 11.60450 Adj R-Sq 0.8367 Coeff Var 1.24460 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 11.43751 0.03640 314.26 <.0001 250476 0 prof 1 0.36359 0.01390 26.15 <.0001 91.57512 0.50350 asso 1 0.10209 0.01093 9.34 <.0001 1.66538 0.13139 phd 1 0.00950 0.01660 0.57 0.5673 7.55431 0.00838 sex 1 0.00305 0.00784 0.39 0.6979 2.99348 0.00406 r1 1 0.05600 0.06141 0.91 0.3619 0.08000 0.00960 r2 1 -0.00336 0.01018 -0.33 0.7412 1.06810 -0.00344 r3 1 -0.01371 0.01740 -0.79 0.4308 0.00186 -0.00806 r5 1 0.02348 0.01613 1.46 0.1456 0.01249 0.01468 r6 1 -0.02517 0.01605 -1.57 0.1169 0.43190 -0.01619 yrsdegr 1 0.00335 0.00049483 6.76 <.0001 0.22760 0.10584 rank1 1 -0.09639 0.00924 -10.43 <.0001 4.14594 -0.11289 adm 1 0.11887 0.01246 9.54 <.0001 3.10915 0.10004 dpts 1 0.04995 0.01088 4.59 <.0001 0.86596 0.05030 D1 1 -0.16502 0.03717 -4.44 <.0001 0.35403 -0.06006 D2 1 -0.22820 0.04000 -5.70 <.0001 0.67713 -0.07208 D3 1 -0.14989 0.04234 -3.54 0.0004 0.35282 -0.04327 D4 1 -0.24086 0.04434 -5.43 <.0001 0.35205 -0.06415 D5 1 -0.20610 0.03641 -5.66 <.0001 0.88130 -0.07838 D6 1 -0.25374 0.04273 -5.94 <.0001 0.64398 -0.07141 D7 1 0.75551 0.04187 18.04 <.0001 12.06593 0.22340 D8 1 0.71745 0.03777 19.00 <.0001 18.09635 0.25295 D9 1 0.44590 0.03547 12.57 <.0001 10.67210 0.18323 D10 1 -0.25434 0.05789 -4.39 <.0001 0.14649 -0.04658 D11 1 -0.19967 0.04359 -4.58 <.0001 0.11515 -0.05471 D12 1 -0.17819 0.04445 -4.01 <.0001 0.12343 -0.04746 D13 1 -0.21484 0.04004 -5.37 <.0001 0.35574 -0.06924 D14 1 0.00989 0.03327 0.30 0.7664 0.34376 0.00477 D15 1 0.04979 0.03383 1.47 0.1413 0.70384 0.02275 D16 1 0.09272 0.04532 2.05 0.0409 0.40863 0.02396 D17 1 0.04933 0.04062 1.21 0.2247 0.37844 0.01526 D18 1 0.12650 0.03340 3.79 0.0002 2.26478 0.06050 D19 1 0.05306 0.04010 1.32 0.1859 0.42749 0.01676 D20 1 0.09634 0.03362 2.87 0.0042 1.89225 0.04486 D21 1 0.11668 0.04104 2.84 0.0045 1.08376 0.03531 D22 1 0.10814 0.03208 3.37 0.0008 3.51643 0.05916 D23 1 0.06246 0.04725 1.32 0.1864 0.57032 0.01511 D24 1 -0.36663 0.03308 -11.08 <.0001 1.89701 -0.18844 D25 1 -0.37465 0.03678 -10.19 <.0001 0.90768 -0.15023 D26 1 -0.25444 0.05790 -4.39 <.0001 0.07849 -0.04660 D27 1 -0.20622 0.05316 -3.88 0.0001 0.02728 -0.04221 D28 1 -0.23214 0.04013 -5.79 <.0001 0.02298 -0.07627 D29 1 -0.40210 0.05236 -7.68 <.0001 0.34995 -0.09010 D30 1 -0.38281 0.04840 -7.91 <.0001 0.43356 -0.09260 D31 1 -0.20771 0.05325 -3.90 <.0001 0.04676 -0.04251 D32 1 -0.16875 0.05538 -3.05 0.0023 0.00025487 -0.03277 D33 1 -0.15862 0.04929 -3.22 0.0013 0.00284 -0.03698 D34 1 -0.50542 0.06622 -7.63 <.0001 0.47731 -0.08021 D35 1 0.33059 0.03934 8.40 <.0001 8.10853 0.11845 D36 1 -0.27861 0.04000 -6.97 <.0001 0.40362 -0.08800 D37 1 -0.11363 0.04713 -2.41 0.0160 0.00575 -0.02749 D38 1 -0.12845 0.03219 -3.99 <.0001 0.00103 -0.06842 D39 1 -0.24891 0.05307 -4.69 <.0001 0.10778 -0.05094 D40 1 -0.13418 0.03420 -3.92 <.0001 0.00018769 -0.05894 D41 1 -0.07235 0.07239 -1.00 0.3177 0.03967 -0.01048 D42 1 -0.15187 0.04986 -3.05 0.0024 0.00289 -0.03403 D43 1 -0.18968 0.04976 -3.81 0.0001 0.03914 -0.04250 D44 1 -0.24831 0.05027 -4.94 <.0001 0.13058 -0.05564 D45 1 -0.20772 0.04618 -4.50 <.0001 0.09615 -0.05200 D46 1 0.29299 0.04011 7.31 <.0001 4.37038 0.09254 D47 1 0.05582 0.03729 1.50 0.1346 1.28963 0.02031 D48 1 -0.21118 0.04848 -4.36 <.0001 0.05230 -0.04924 D49 1 -0.03952 0.04735 -0.83 0.4040 0.17268 -0.00956 D50 1 -0.19048 0.03531 -5.39 <.0001 0.03566 -0.07827 D51 1 -0.11143 0.04105 -2.71 0.0067 0.05744 -0.03372 D52 1 -0.26385 0.05125 -5.15 <.0001 0.12815 -0.05662 D53 1 -0.21064 0.03387 -6.22 <.0001 0.06714 -0.09627 D54 1 -0.20014 0.05777 -3.46 0.0005 0.01734 -0.03666 D55 1 -0.05226 0.04754 -1.10 0.2717 0.12979 -0.01264 D56 1 -0.10683 0.04523 -2.36 0.0183 0.04872 -0.02761 D57 1 -0.24369 0.04655 -5.23 <.0001 0.08054 -0.06100 D58 1 -0.11962 0.04615 -2.59 0.0096 0.01817 -0.02994 D59 1 -0.14365 0.04716 -3.05 0.0024 0.00108 -0.03475 D60 1 -0.17787 0.07059 -2.52 0.0118 0.00009936 -0.02578 D61 1 0.05341 0.04355 1.23 0.2202 0.79927 0.01463 D62 1 -0.03550 0.04042 -0.88 0.3799 0.52603 -0.01098 D63 1 -0.20468 0.05308 -3.86 0.0001 0.00643 -0.04189 D64 1 -0.27892 0.05836 -4.78 <.0001 0.07716 -0.05109 D65 1 -0.25735 0.04605 -5.59 <.0001 0.09847 -0.06442 D66 1 -0.15109 0.04726 -3.20 0.0014 0.00412 -0.03655 D67 1 -0.27273 0.06107 -4.47 <.0001 0.05124 -0.04674 D68 1 -0.12057 0.04605 -2.62 0.0089 0.03512 -0.03018 D69 1 -0.29687 0.07015 -4.23 <.0001 0.07185 -0.04302 D70 1 -0.30416 0.06245 -4.87 <.0001 0.10497 -0.05212 D71 1 -0.23607 0.05136 -4.60 <.0001 0.04621 -0.05066 D72 1 -0.27283 0.06691 -4.08 <.0001 0.09208 -0.04676 D73 1 -0.15096 0.03647 -4.14 <.0001 0.01342 -0.05741 D74 1 -0.15293 0.04518 -3.38 0.0007 0.00492 -0.03953 D75 1 -0.22588 0.04600 -4.91 <.0001 0.04590 -0.05654 D76 1 -0.07134 0.03583 -1.99 0.0466 0.87211 -0.02966 D77 1 0.19568 0.04618 4.24 <.0001 2.73609 0.04898 D78 1 -0.16537 0.04521 -3.66 0.0003 0.18478 -0.04274 D79 1 -0.14502 0.04050 -3.58 0.0004 0.51572 -0.04485 D80 1 -0.50338 0.03418 -14.73 <.0001 4.52514 -0.27357