2013-14 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 1801 Number of Observations Used 1801 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 92 194.74525 2.11680 91.94 <.0001 Error 1708 39.32288 0.02302 Corrected Total 1800 234.06813 Root MSE 0.15173 R-Square 0.8320 Dependent Mean 11.59008 Adj R-Sq 0.8230 Coeff Var 1.30916 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 11.37288 0.04081 278.69 <.0001 241928 0 prof 1 0.36388 0.01511 24.08 <.0001 90.10275 0.50127 assoc 1 0.10728 0.01175 9.13 <.0001 1.16517 0.13991 phd 1 0.01449 0.01724 0.84 0.4009 6.45207 0.01339 sex 1 -0.00033177 0.00857 -0.04 0.9691 3.00670 -0.00043448 r1 1 0.04401 0.07326 0.60 0.5481 0.10784 0.00812 r2 1 -0.00372 0.01114 -0.33 0.7387 0.61212 -0.00364 r3 1 -0.02232 0.01813 -1.23 0.2185 0.04656 -0.01313 r5 1 0.01823 0.01739 1.05 0.2948 0.05315 0.01119 r6 1 0.00033965 0.01834 0.02 0.9852 1.02198 0.00020090 yrsdegr 1 0.00259 0.00052461 4.95 <.0001 0.10100 0.08057 rank1 1 -0.09854 0.00969 -10.17 <.0001 3.59965 -0.11559 adm 1 0.14588 0.01224 11.91 <.0001 5.93181 0.13679 dpts 1 0.04354 0.01156 3.77 0.0002 0.26613 0.04412 D1 1 -0.11927 0.04086 -2.92 0.0036 0.45720 -0.04437 D2 1 -0.14745 0.04501 -3.28 0.0011 0.39990 -0.04493 D3 1 -0.07824 0.04689 -1.67 0.0954 0.21282 -0.02217 D4 1 -0.14184 0.04609 -3.08 0.0021 0.20521 -0.04123 D5 1 -0.15415 0.03994 -3.86 0.0001 1.00594 -0.06066 D6 1 -0.21071 0.04545 -4.64 <.0001 0.78708 -0.06274 D7 1 0.76966 0.04583 16.79 <.0001 10.77136 0.22919 D8 1 0.73433 0.04174 17.59 <.0001 16.41745 0.26070 D9 1 0.45936 0.03937 11.67 <.0001 9.53056 0.19005 D10 1 -0.13526 0.06213 -2.18 0.0296 0.03310 -0.02495 D11 1 -0.09383 0.04759 -1.97 0.0488 0.02639 -0.02589 D12 1 -0.15961 0.04931 -3.24 0.0012 0.30234 -0.04155 D13 1 -0.14562 0.04209 -3.46 0.0006 0.29339 -0.05170 D14 1 0.05824 0.03794 1.54 0.1249 0.21758 0.02654 D15 1 0.10117 0.03794 2.67 0.0077 0.71577 0.04610 D16 1 0.16406 0.05412 3.03 0.0025 0.36984 0.03702 D17 1 0.13017 0.04568 2.85 0.0044 0.52059 0.03876 D18 1 0.20349 0.03776 5.39 <.0001 2.64465 0.09452 D19 1 0.14298 0.04833 2.96 0.0031 0.50281 0.03835 D20 1 0.17527 0.03811 4.60 <.0001 1.97262 0.07987 D21 1 0.15769 0.04399 3.58 0.0003 1.02598 0.05015 D22 1 0.18380 0.03615 5.08 <.0001 4.11355 0.09988 D23 1 0.08997 0.05131 1.75 0.0797 0.42804 0.02192 D24 1 -0.29319 0.03733 -7.85 <.0001 1.30509 -0.14942 D25 1 -0.30263 0.04016 -7.54 <.0001 0.79637 -0.12960 D26 1 -0.15797 0.06556 -2.41 0.0161 0.03182 -0.02727 D27 1 -0.12714 0.05542 -2.29 0.0219 0.01292 -0.02748 D28 1 -0.17492 0.04322 -4.05 <.0001 0.02299 -0.06107 D29 1 -0.34921 0.05986 -5.83 <.0001 0.32673 -0.07198 D30 1 -0.28313 0.05137 -5.51 <.0001 0.29308 -0.07138 D31 1 -0.13903 0.06223 -2.23 0.0256 0.01944 -0.02565 D32 1 -0.11692 0.05976 -1.96 0.0506 0.00003686 -0.02287 D33 1 -0.09467 0.05362 -1.77 0.0777 0.01731 -0.02223 D34 1 -0.44696 0.06706 -6.67 <.0001 0.49062 -0.07714 D35 1 0.38903 0.04193 9.28 <.0001 10.20726 0.15307 D36 1 -0.22858 0.04311 -5.30 <.0001 0.43178 -0.07563 D37 1 -0.01741 0.05728 -0.30 0.7612 0.03541 -0.00359 D38 1 -0.08047 0.03649 -2.21 0.0276 0.00016268 -0.04194 D39 1 -0.21584 0.05949 -3.63 0.0003 0.11985 -0.04222 D40 1 -0.09464 0.03833 -2.47 0.0136 0.00090297 -0.04142 D41 1 -0.12029 0.05265 -2.28 0.0224 0.00001353 -0.02825 D42 1 -0.07277 0.05236 -1.39 0.1648 0.00173 -0.01709 D43 1 -0.21086 0.05599 -3.77 0.0002 0.12697 -0.04557 D44 1 -0.13967 0.05129 -2.72 0.0065 0.05344 -0.03402 D45 1 0.30139 0.04450 6.77 <.0001 3.42091 0.09387 D46 1 0.15434 0.04151 3.72 0.0002 2.02650 0.05568 D47 1 -0.16461 0.05130 -3.21 0.0014 0.03706 -0.04010 D48 1 0.04794 0.05257 0.91 0.3619 0.30973 0.01126 D49 1 -0.15035 0.03918 -3.84 0.0001 0.03464 -0.06221 D50 1 -0.08463 0.04626 -1.83 0.0675 0.02952 -0.02460 D51 1 -0.22148 0.05724 -3.87 0.0001 0.10955 -0.04565 D52 1 -0.16723 0.03840 -4.36 <.0001 0.03080 -0.07395 D53 1 -0.15450 0.06532 -2.37 0.0181 0.00915 -0.02667 D54 1 -0.17334 0.08427 -2.06 0.0398 0.01271 -0.02992 D55 1 -0.01714 0.05571 -0.31 0.7584 0.10494 -0.00370 D56 1 -0.06610 0.04919 -1.34 0.1792 0.04854 -0.01720 D57 1 -0.20620 0.04971 -4.15 <.0001 0.08616 -0.05367 D58 1 -0.06042 0.05539 -1.09 0.2756 0.03567 -0.01306 D59 1 -0.09211 0.05545 -1.66 0.0969 0.00294 -0.01991 D60 1 0.09863 0.05387 1.83 0.0673 0.56009 0.02226 D61 1 0.04377 0.04403 0.99 0.3203 0.81352 0.01392 D62 1 -0.15677 0.05956 -2.63 0.0086 0.00025906 -0.03066 D63 1 -0.19512 0.07004 -2.79 0.0054 0.01140 -0.03119 D64 1 -0.23785 0.04913 -4.84 <.0001 0.15160 -0.06191 D65 1 -0.09932 0.05246 -1.89 0.0585 0.01286 -0.02332 D66 1 -0.23793 0.06950 -3.42 0.0006 0.04662 -0.03803 D67 1 -0.07572 0.05004 -1.51 0.1304 0.05061 -0.01909 D68 1 -0.25174 0.07483 -3.36 0.0008 0.05945 -0.03674 D69 1 -0.23393 0.06719 -3.48 0.0005 0.04850 -0.04038 D70 1 -0.16402 0.06946 -2.36 0.0183 0.00493 -0.02622 D71 1 -0.14636 0.05841 -2.51 0.0123 0.00097733 -0.03017 D72 1 -0.08101 0.04144 -1.95 0.0508 0.11353 -0.02923 D73 1 -0.15049 0.04842 -3.11 0.0019 0.00091622 -0.04036 D74 1 -0.14808 0.05241 -2.83 0.0048 0.00012295 -0.03477 D75 1 -0.09860 0.03907 -2.52 0.0117 0.40557 -0.04360 D76 1 0.20728 0.05128 4.04 <.0001 2.29193 0.05050 D77 1 -0.10356 0.05026 -2.06 0.0395 0.28637 -0.02611 D78 1 -0.08437 0.04555 -1.85 0.0642 0.73514 -0.02512 D79 1 -0.45230 0.03875 -11.67 <.0001 3.13702 -0.24742