2012-13 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 1802 Number of Observations Used 1802 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 86 2.890187E12 33606828413 72.97 <.0001 Error 1715 7.898692E11 460565148 Corrected Total 1801 3.680056E12 Root MSE 21461 R-Square 0.7854 Dependent Mean 112150 Adj R-Sq 0.7746 Coeff Var 19.13572 Parameter Estimates Parameter Standard Variable DF Estimate Error t Value Pr > |t| Intercept 1 84620 5244.72084 16.13 <.0001 prof 1 31859 2102.85905 15.15 <.0001 assoc 1 3812.31368 1639.69542 2.33 0.0202 adm 1 21451 1609.19314 13.33 <.0001 dpts 1 4948.26009 519.25650 9.53 <.0001 rank1 1 -12415 1376.84539 -9.02 <.0001 phd 1 655.63750 2396.62251 0.27 0.7845 yrsdegr 1 458.53567 73.83119 6.21 <.0001 D1 1 -14964 5610.71554 -2.67 0.0077 D2 1 -17118 6232.28146 -2.75 0.0061 D3 1 -7969.67661 6483.03332 -1.23 0.2191 D4 1 -15812 6488.29659 -2.44 0.0149 D5 1 -15051 5443.18642 -2.77 0.0058 D6 1 -18639 6146.97198 -3.03 0.0025 D7 1 124051 6718.99967 18.46 <.0001 D8 1 105359 5738.10583 18.36 <.0001 D9 1 58466 5295.17964 11.04 <.0001 D10 1 -4058.47754 8304.84424 -0.49 0.6251 D11 1 -11066 6389.97558 -1.73 0.0835 D12 1 -19465 6872.57559 -2.83 0.0047 D13 1 -11816 5722.28031 -2.06 0.0391 D14 1 11247 5214.71401 2.16 0.0312 D15 1 15800 5214.91613 3.03 0.0025 D16 1 4818.80901 8375.99561 0.58 0.5652 D17 1 13569 6315.50273 2.15 0.0318 D18 1 18472 5189.12075 3.56 0.0004 D19 1 10651 6414.56957 1.66 0.0970 D20 1 16042 5266.77501 3.05 0.0024 D21 1 15483 6166.84475 2.51 0.0121 D22 1 19843 4998.12019 3.97 <.0001 D23 1 10288 7742.67019 1.33 0.1841 D24 1 -27473 5132.25232 -5.35 <.0001 D25 1 -26598 5630.71470 -4.72 <.0001 D26 1 -22526 8058.29826 -2.80 0.0052 D27 1 -14462 7730.67851 -1.87 0.0616 D28 1 -22634 5986.33403 -3.78 0.0002 D29 1 -37439 8315.99260 -4.50 <.0001 D30 1 -23302 7278.80787 -3.20 0.0014 D31 1 -7928.68795 9160.96201 -0.87 0.3869 D32 1 -20369 8732.19428 -2.33 0.0198 D33 1 -10893 7677.93817 -1.42 0.1562 D34 1 -16863 9933.07368 -1.70 0.0898 D35 1 66771 5673.56644 11.77 <.0001 D36 1 -26441 5939.08560 -4.45 <.0001 D37 1 -1087.23954 7729.33947 -0.14 0.8882 D38 1 -9167.19485 5007.80922 -1.83 0.0673 D39 1 -18779 8309.47439 -2.26 0.0239 D40 1 -4352.50113 5201.30143 -0.84 0.4028 D41 1 -13015 9751.18289 -1.33 0.1822 D42 1 -14518 6984.55323 -2.08 0.0378 D43 1 7521.01833 7744.11108 0.97 0.3316 D44 1 -20299 7170.86565 -2.83 0.0047 D45 1 -8735.96482 7501.45126 -1.16 0.2444 D46 1 38221 6501.20965 5.88 <.0001 D47 1 24162 5744.46001 4.21 <.0001 D48 1 -17001 7501.35248 -2.27 0.0235 D49 1 8265.88121 7339.76106 1.13 0.2602 D50 1 -16142 5463.36212 -2.95 0.0032 D51 1 -4189.63824 6494.01598 -0.65 0.5189 D52 1 -18365 5217.22633 -3.52 0.0004 D53 1 -16037 10516 -1.53 0.1274 D54 1 -20908 9232.74092 -2.26 0.0237 D55 1 -3257.66751 8004.37901 -0.41 0.6841 D56 1 -6279.85262 6728.91303 -0.93 0.3508 D57 1 -19811 6622.23069 -2.99 0.0028 D58 1 -8725.36308 7497.38798 -1.16 0.2447 D59 1 2785.68513 7993.95554 0.35 0.7275 D60 1 1227.47149 7364.62110 0.17 0.8676 D61 1 8168.36149 6087.68993 1.34 0.1798 D62 1 -14875 8311.97375 -1.79 0.0737 D63 1 -28243 9198.79582 -3.07 0.0022 D64 1 -24580 6844.48214 -3.59 0.0003 D65 1 -20258 7515.46846 -2.70 0.0071 D66 1 -36647 8809.43896 -4.16 <.0001 D67 1 -7033.23662 7135.15788 -0.99 0.3244 D68 1 -26843 10490 -2.56 0.0106 D69 1 -20767 9764.58811 -2.13 0.0336 D70 1 -16686 9750.93363 -1.71 0.0872 D71 1 -23901 6724.66842 -3.55 0.0004 D72 1 -6380.07084 6029.52169 -1.06 0.2901 D73 1 -14836 6862.99240 -2.16 0.0308 D74 1 -14302 7721.71936 -1.85 0.0642 D75 1 -11228 5300.77683 -2.12 0.0343 D76 1 25494 7144.27509 3.57 0.0004 D77 1 -5156.11238 6704.45080 -0.77 0.4420 D78 1 -7266.88449 6228.43509 -1.17 0.2435 D79 1 -34748 5329.85680 -6.52 <.0001