2022-23 Faculty Equity Regression Calculations
Division of Management Information PN 2011/107
Model: All ranks, men and women, no race/sex terms -- used to get coefficients to predict salaries The REG Procedure Model: MODEL1 Dependent Variable: actual Number of Observations Read 1865 Number of Observations Used 1865 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 86 4.719538E12 54878348930 104.69 <.0001 Error 1778 9.320016E11 524185362 Corrected Total 1864 5.65154E12 Root MSE 22895 R-Square 0.8351 Dependent Mean 137366 Adj R-Sq 0.8271 Coeff Var 16.66720 Parameter Estimates Parameter Standard Variable DF Estimate Error t Value Pr > |t| Intercept 1 114650 5588.80551 20.51 <.0001 prof 1 41186 2183.74589 18.86 <.0001 asso 1 6648.77058 1651.20677 4.03 <.0001 adm 1 17309 1552.49185 11.15 <.0001 dpts 1 11240 1427.04474 7.88 <.0001 rank1 1 -12902 1527.20227 -8.45 <.0001 phd 1 4251.89685 2724.83266 1.56 0.1188 yrsdegr 1 677.30662 75.86392 8.93 <.0001 D1 1 -39569 5838.76354 -6.78 <.0001 D2 1 -44885 6439.30426 -6.97 <.0001 D3 1 -28843 6721.36861 -4.29 <.0001 D4 1 -42946 6521.19245 -6.59 <.0001 D5 1 -37906 5928.70129 -6.39 <.0001 D6 1 -47986 6453.71802 -7.44 <.0001 D7 1 130671 6296.31502 20.75 <.0001 D8 1 115832 5841.00186 19.83 <.0001 D9 1 63659 5289.20000 12.04 <.0001 D10 1 -36083 8721.35090 -4.14 <.0001 D11 1 -42656 6840.74508 -6.24 <.0001 D12 1 -45029 6630.32962 -6.79 <.0001 D13 1 -45167 6025.17713 -7.50 <.0001 D14 1 -17117 5200.55092 -3.29 0.0010 D15 1 -3341.95653 5189.32600 -0.64 0.5197 D16 1 7980.95229 7245.55337 1.10 0.2708 D17 1 -13929 6619.53512 -2.10 0.0355 D18 1 16519 4914.81972 3.36 0.0008 D19 1 -11595 6436.12246 -1.80 0.0718 D20 1 -5026.18342 5343.45896 -0.94 0.3470 D21 1 3035.59673 6207.39769 0.49 0.6249 D22 1 6743.68881 4931.33847 1.37 0.1716 D23 1 -6928.54866 7847.14341 -0.88 0.3774 D24 1 -65307 5320.33981 -12.28 <.0001 D25 1 -54524 5772.28426 -9.45 <.0001 D26 1 -47263 8771.08427 -5.39 <.0001 D27 1 -47606 8708.73680 -5.47 <.0001 D28 1 -48046 6352.38348 -7.56 <.0001 D29 1 -67412 8605.55946 -7.83 <.0001 D30 1 -62763 7623.80372 -8.23 <.0001 D31 1 -45801 7247.50009 -6.32 <.0001 D32 1 -43427 8711.67339 -4.98 <.0001 D33 1 -36213 9162.24566 -3.95 <.0001 D34 1 39354 6344.00075 6.20 <.0001 D35 1 -58725 6275.84904 -9.36 <.0001 D36 1 -19852 7834.20785 -2.53 0.0114 D37 1 -40909 5167.51056 -7.92 <.0001 D38 1 -25911 7834.30897 -3.31 0.0010 D39 1 -34607 5473.10864 -6.32 <.0001 D40 1 -39724 9160.76963 -4.34 <.0001 D41 1 -39291 7606.61511 -5.17 <.0001 D42 1 -15116 9633.13225 -1.57 0.1168 D43 1 -58620 8391.86684 -6.99 <.0001 D44 1 -25000 7627.96614 -3.28 0.0011 D45 1 32818 6529.07327 5.03 <.0001 D46 1 -5343.45177 6036.07915 -0.89 0.3761 D47 1 -45679 7622.84716 -5.99 <.0001 D48 1 -35494 7619.87920 -4.66 <.0001 D49 1 -41178 5828.81514 -7.06 <.0001 D50 1 -35625 6527.65927 -5.46 <.0001 D51 1 -47907 10247 -4.68 <.0001 D52 1 -46516 5389.45942 -8.63 <.0001 D53 1 -37763 8383.02973 -4.50 <.0001 D54 1 -14801 6724.54290 -2.20 0.0279 D55 1 -35883 7268.64086 -4.94 <.0001 D56 1 -47120 7423.46300 -6.35 <.0001 D57 1 -25583 7627.68529 -3.35 0.0008 D58 1 -39910 8086.15423 -4.94 <.0001 D59 1 -34901 9123.36714 -3.83 0.0001 D60 1 1384.64603 6728.83207 0.21 0.8370 D61 1 -26808 6351.73074 -4.22 <.0001 D62 1 -42792 8723.87561 -4.91 <.0001 D63 1 -47577 9652.25778 -4.93 <.0001 D64 1 -37509 7835.47848 -4.79 <.0001 D65 1 -35755 8369.63936 -4.27 <.0001 D66 1 -61135 11072 -5.52 <.0001 D67 1 -33083 7112.80024 -4.65 <.0001 D68 1 -56147 11071 -5.07 <.0001 D69 1 -36772 9625.30956 -3.82 0.0001 D70 1 -48227 8394.92623 -5.74 <.0001 D71 1 -44498 11100 -4.01 <.0001 D72 1 -33023 5601.53222 -5.90 <.0001 D73 1 -39843 7836.69412 -5.08 <.0001 D74 1 -42325 7612.67407 -5.56 <.0001 D75 1 -31307 5312.82051 -5.89 <.0001 D76 1 18258 6450.27383 2.83 0.0047 D77 1 -35132 6361.52755 -5.52 <.0001 D78 1 -24021 5530.97638 -4.34 <.0001 D79 1 -67757 5306.93621 -12.77 <.0001