2022-23 Faculty Equity Regression Calculations
Division of Management Information PN 2011/107
Model: Full Professors The REG Procedure Model: MODEL1 Dependent Variable: actual Number of Observations Read 829 Number of Observations Used 829 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 89 1.728119E12 19417062606 24.56 <.0001 Error 739 5.843003E11 790663424 Corrected Total 828 2.312419E12 Root MSE 28119 R-Square 0.7473 Dependent Mean 171103 Adj R-Sq 0.7169 Coeff Var 16.43384 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Estimate Intercept 1 147356 10795 13.65 <.0001 0 yrsfull 1 -2898.64385 298.62665 -9.71 <.0001 -0.32695 adm 1 21921 2485.24472 8.82 <.0001 0.19432 dpts 1 10559 2481.87056 4.25 <.0001 0.09777 rank1 1 14116 3649.53485 3.87 0.0001 0.12924 phd 1 15841 5573.46190 2.84 0.0046 0.08119 yrsdegr 1 1303.58405 122.01145 10.68 <.0001 0.22676 sex 1 -2842.59527 2494.34151 -1.14 0.2548 -0.02403 r1 1 12771 29373 0.43 0.6638 0.00839 r2 1 5943.30454 2911.94532 2.04 0.0416 0.04298 r3 1 8307.94348 5816.05577 1.43 0.1536 0.02984 r5 1 15591 4621.70627 3.37 0.0008 0.07158 r6 1 -15983 7033.35274 -2.27 0.0233 -0.04411 D1 1 -59535 9805.60083 -6.07 <.0001 -0.16869 D2 1 -57562 11209 -5.14 <.0001 -0.12471 D3 1 -40818 13087 -3.12 0.0019 -0.07072 D4 1 -54329 12426 -4.37 <.0001 -0.10056 D5 1 -60086 10517 -5.71 <.0001 -0.14659 D6 1 -66011 12418 -5.32 <.0001 -0.12219 D7 1 117817 12018 9.80 <.0001 0.23117 D8 1 120411 11973 10.06 <.0001 0.23626 D9 1 54766 10682 5.13 <.0001 0.13361 D10 1 -35892 17985 -2.00 0.0463 -0.04081 D11 1 -62513 16152 -3.87 0.0001 -0.08202 D12 1 -59171 12482 -4.74 <.0001 -0.10953 D13 1 -59541 11629 -5.12 <.0001 -0.12307 D14 1 -40780 8870.90157 -4.60 <.0001 -0.15096 D15 1 -15040 8980.63916 -1.67 0.0944 -0.05318 D16 1 5907.70225 12016 0.49 0.6231 0.01159 D17 1 -18451 11932 -1.55 0.1225 -0.03620 D18 1 8226.50693 8488.20640 0.97 0.3328 0.03529 D19 1 -16030 11202 -1.43 0.1528 -0.03473 D20 1 -11790 8931.25562 -1.32 0.1872 -0.04235 D21 1 2027.18238 11219 0.18 0.8567 0.00439 D22 1 -5656.66294 8564.53533 -0.66 0.5092 -0.02401 D23 1 -14555 13736 -1.06 0.2897 -0.02336 D24 1 -76681 9391.99853 -8.16 <.0001 -0.25306 D25 1 -65972 11488 -5.74 <.0001 -0.14293 D26 1 -52245 15879 -3.29 0.0010 -0.06855 D27 1 -65398 15924 -4.11 <.0001 -0.08580 D28 1 -58699 13244 -4.43 <.0001 -0.10170 D29 1 -84342 15436 -5.46 <.0001 -0.12365 D30 1 -94364 16102 -5.86 <.0001 -0.12381 D31 1 -60098 13675 -4.39 <.0001 -0.09645 D32 1 -39639 21280 -1.86 0.0629 -0.03682 D33 1 -63718 18251 -3.49 0.0005 -0.07244 D34 1 25539 9859.58267 2.59 0.0098 0.08584 D35 1 -77023 10518 -7.32 <.0001 -0.18791 D36 1 -34374 11942 -2.88 0.0041 -0.06744 D37 1 -62155 8494.72385 -7.32 <.0001 -0.26942 D38 1 -36042 12984 -2.78 0.0056 -0.06244 D39 1 -45822 9164.54920 -5.00 <.0001 -0.15400 D40 1 -30945 22191 -1.39 0.1636 -0.02874 D41 1 -58103 13052 -4.45 <.0001 -0.10066 D42 1 -2089.02303 17872 -0.12 0.9070 -0.00238 D43 1 -73286 18036 -4.06 <.0001 -0.08332 D44 1 -26992 13720 -1.97 0.0495 -0.04332 D45 1 19569 13672 1.43 0.1528 0.03141 D46 1 -13926 10033 -1.39 0.1656 -0.03843 D47 1 -66105 12469 -5.30 <.0001 -0.12236 D48 1 -52751 13765 -3.83 0.0001 -0.08466 D49 1 -56527 10536 -5.37 <.0001 -0.14266 D50 1 -47195 11535 -4.09 <.0001 -0.09755 D51 1 -60201 21213 -2.84 0.0047 -0.05592 D52 1 -62032 9995.09928 -6.21 <.0001 -0.17118 D53 1 -47093 18033 -2.61 0.0092 -0.05354 D54 1 -24498 13009 -1.88 0.0601 -0.04244 D55 1 -45186 11990 -3.77 0.0002 -0.08866 D56 1 -55592 13343 -4.17 <.0001 -0.09631 D57 1 -46814 21407 -2.19 0.0291 -0.04348 D58 1 -55560 14601 -3.81 0.0002 -0.08145 D59 1 -51228 29198 -1.75 0.0798 -0.03367 D60 1 -10355 11271 -0.92 0.3586 -0.02243 D61 1 -23742 11550 -2.06 0.0402 -0.04907 D62 1 -44987 29172 -1.54 0.1235 -0.02957 D63 1 -70065 17948 -3.90 0.0001 -0.07966 D64 1 -46377 13659 -3.40 0.0007 -0.07443 D65 1 -43616 14639 -2.98 0.0030 -0.06394 D66 1 -76556 17861 -4.29 <.0001 -0.08704 D67 1 -42628 11556 -3.69 0.0002 -0.08811 D68 1 -34774 21603 -1.61 0.1079 -0.03230 D69 1 -41520 21751 -1.91 0.0567 -0.03857 D72 1 -23013 11237 -2.05 0.0409 -0.04986 D73 1 -40086 21313 -1.88 0.0604 -0.03723 D74 1 -42587 15914 -2.68 0.0076 -0.05588 D75 1 -55187 9506.60208 -5.81 <.0001 -0.17161 D76 1 5964.69752 14635 0.41 0.6837 0.00874 D77 1 -62953 14595 -4.31 <.0001 -0.09229 D78 1 -35914 12944 -2.77 0.0057 -0.06222 D79 1 -71078 11987 -5.93 <.0001 -0.15399