2019-20 Faculty Equity Regression Calculations
Division of Management Information PN 2011/107
Model: All ranks, men and women, no race/gender terms -- used to get coefficients to predict salaries The REG Procedure Model: MODEL1 Dependent Variable: actual Number of Observations Read 1870 Number of Observations Used 1870 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 84 4.181845E12 49783868271 92.77 <.0001 Error 1785 9.57926E11 536653215 Corrected Total 1869 5.139771E12 Root MSE 23166 R-Square 0.8136 Dependent Mean 129403 Adj R-Sq 0.8049 Coeff Var 17.90197 Parameter Estimates Parameter Standard Variable DF Estimate Error t Value Pr > |t| Intercept 1 98208 5669.35046 17.32 <.0001 prof 1 38235 2137.95804 17.88 <.0001 asso 1 6203.15981 1704.03538 3.64 0.0003 adm 1 15002 1632.14986 9.19 <.0001 dpts 1 12151 1575.23696 7.71 <.0001 rank1 1 -14991 1493.64223 -10.04 <.0001 phd 1 3528.23790 2643.11903 1.33 0.1821 yrsdegr 1 734.97496 75.58826 9.72 <.0001 D1 1 -27677 6008.77876 -4.61 <.0001 D2 1 -28322 6263.63374 -4.52 <.0001 D3 1 -19198 6959.14450 -2.76 0.0059 D4 1 -30527 6740.34326 -4.53 <.0001 D5 1 -26505 5997.71843 -4.42 <.0001 D6 1 -34480 6757.98101 -5.10 <.0001 D7 1 132995 6294.13608 21.13 <.0001 D8 1 126971 5838.87031 21.75 <.0001 D9 1 68105 5585.95682 12.19 <.0001 D10 1 -30565 9265.44160 -3.30 0.0010 D11 1 -25726 7231.12486 -3.56 0.0004 D12 1 -36644 7110.50669 -5.15 <.0001 D13 1 -32436 6267.58817 -5.18 <.0001 D14 1 -1254.86784 5309.55381 -0.24 0.8132 D15 1 6755.58317 5398.97253 1.25 0.2110 D16 1 15914 7081.95423 2.25 0.0248 D17 1 -1336.96046 6212.57801 -0.22 0.8296 D18 1 14338 5189.10422 2.76 0.0058 D19 1 3824.24492 6645.58480 0.58 0.5651 D20 1 9077.74332 5332.62716 1.70 0.0889 D21 1 12380 6478.78682 1.91 0.0562 D22 1 16305 4955.84010 3.29 0.0010 D23 1 5832.81846 7753.19040 0.75 0.4520 D24 1 -51565 5305.87226 -9.72 <.0001 D25 1 -39532 5976.18107 -6.61 <.0001 D26 1 -31867 9820.44810 -3.24 0.0012 D27 1 -32145 7963.68263 -4.04 <.0001 D28 1 -35016 6480.84774 -5.40 <.0001 D29 1 -53398 8512.62683 -6.27 <.0001 D30 1 -50480 8184.49285 -6.17 <.0001 D31 1 -30514 7381.78264 -4.13 <.0001 D32 1 -24483 8875.71235 -2.76 0.0059 D33 1 -27620 8587.76738 -3.22 0.0013 D34 1 51032 6356.08555 8.03 <.0001 D35 1 -46265 6476.72737 -7.14 <.0001 D36 1 -20776 7964.68244 -2.61 0.0092 D37 1 -23534 5221.95380 -4.51 <.0001 D38 1 -37148 8517.75297 -4.36 <.0001 D39 1 -21883 5422.02703 -4.04 <.0001 D40 1 -27870 8853.55788 -3.15 0.0017 D41 1 -20020 8869.13073 -2.26 0.0241 D42 1 -44192 8539.70248 -5.17 <.0001 D43 1 -17075 7569.01994 -2.26 0.0242 D44 1 38956 6414.75827 6.07 <.0001 D45 1 6824.38116 5957.67118 1.15 0.2522 D46 1 -36755 7968.99921 -4.61 <.0001 D47 1 -15489 7752.40169 -2.00 0.0459 D48 1 -30455 5911.91327 -5.15 <.0001 D49 1 -22115 6643.45169 -3.33 0.0009 D50 1 -46377 10399 -4.46 <.0001 D51 1 -34086 5525.97340 -6.17 <.0001 D52 1 -28880 8506.30816 -3.40 0.0007 D53 1 -928.72210 6962.79979 -0.13 0.8939 D54 1 -19186 7239.56725 -2.65 0.0081 D55 1 -35508 7558.97236 -4.70 <.0001 D56 1 -16826 8215.88690 -2.05 0.0407 D57 1 -29675 7965.61808 -3.73 0.0002 D58 1 -30278 9835.34782 -3.08 0.0021 D59 1 -1732.17568 6854.87287 -0.25 0.8005 D60 1 -12452 6557.36158 -1.90 0.0577 D61 1 -29437 8526.10638 -3.45 0.0006 D62 1 -37556 9306.34528 -4.04 <.0001 D63 1 -34583 7962.00480 -4.34 <.0001 D64 1 -21615 8852.13344 -2.44 0.0147 D65 1 -42941 10408 -4.13 <.0001 D66 1 -19146 7567.79287 -2.53 0.0115 D67 1 -32310 9274.00518 -3.48 0.0005 D68 1 -36915 8235.08150 -4.48 <.0001 D69 1 -31046 7422.29522 -4.18 <.0001 D70 1 -21669 5954.93220 -3.64 0.0003 D71 1 -26524 7239.85208 -3.66 0.0003 D72 1 -28714 8209.51436 -3.50 0.0005 D73 1 -20028 5423.69094 -3.69 0.0002 D74 1 24158 6984.22820 3.46 0.0006 D75 1 -23057 6489.45663 -3.55 0.0004 D76 1 -16324 5849.82879 -2.79 0.0053 D77 1 -55463 5456.69548 -10.16 <.0001