2011-12 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 1814 Number of Observations Used 1814 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 87 2.668404E12 30671310214 68.63 <.0001 Error 1726 7.713605E11 446906420 Corrected Total 1813 3.439764E12 Root MSE 21140 R-Square 0.7758 Dependent Mean 107931 Adj R-Sq 0.7644 Coeff Var 19.58672 Parameter Estimates Parameter Standard Variable DF Estimate Error t Value Pr > |t| Intercept 1 87059 5037.70708 17.28 <.0001 prof 1 29819 2059.69867 14.48 <.0001 assoc 1 2271.67935 1595.37696 1.42 0.1547 adm 1 20606 1538.18348 13.40 <.0001 dpts 1 4371.39006 509.72057 8.58 <.0001 rank1 1 -13193 1336.52502 -9.87 <.0001 phd 1 1557.23127 2326.50522 0.67 0.5034 yrsdegr 1 517.75382 72.51496 7.14 <.0001 D1 1 -20052 5381.28254 -3.73 0.0002 D2 1 -21419 5898.44062 -3.63 0.0003 D3 1 -12200 6295.84978 -1.94 0.0528 D4 1 -18915 6295.06092 -3.00 0.0027 D5 1 -19120 5165.37322 -3.70 0.0002 D6 1 -22207 6027.25904 -3.68 0.0002 D7 1 115758 6651.85837 17.40 <.0001 D8 1 93898 5846.11555 16.06 <.0001 D9 1 46549 5223.24480 8.91 <.0001 D10 1 -11296 8105.69013 -1.39 0.1636 D11 1 -14851 6109.71714 -2.43 0.0152 D12 1 -22451 6677.89355 -3.36 0.0008 D13 1 -14307 5488.57109 -2.61 0.0092 D14 1 -7830.88482 10352 -0.76 0.4495 D15 1 2924.53822 5034.34872 0.58 0.5614 D16 1 11664 5073.71762 2.30 0.0216 D17 1 1946.84012 7844.88416 0.25 0.8040 D18 1 10226 6407.05531 1.60 0.1106 D19 1 20148 5023.01587 4.01 <.0001 D20 1 10178 6406.89845 1.59 0.1123 D21 1 7510.56723 5004.59905 1.50 0.1336 D22 1 12375 6015.26741 2.06 0.0398 D23 1 11010 4804.39146 2.29 0.0220 D24 1 4779.96924 8133.71220 0.59 0.5568 D25 1 -29589 4903.35386 -6.03 <.0001 D26 1 -29561 5391.08206 -5.48 <.0001 D27 1 -24784 7576.68797 -3.27 0.0011 D28 1 -19718 7793.69470 -2.53 0.0115 D29 1 -25572 5645.27358 -4.53 <.0001 D30 1 -39674 8107.84462 -4.89 <.0001 D31 1 -32475 7264.60003 -4.47 <.0001 D32 1 -6869.09795 10281 -0.67 0.5041 D33 1 -20406 7339.78920 -2.78 0.0055 D34 1 -15766 7987.98813 -1.97 0.0486 D35 1 -22089 9725.81863 -2.27 0.0233 D36 1 61298 5507.07550 11.13 <.0001 D37 1 -28357 5801.49045 -4.89 <.0001 D38 1 -7917.29785 7802.27077 -1.01 0.3104 D39 1 -13246 4802.97710 -2.76 0.0059 D40 1 -21361 8488.82352 -2.52 0.0119 D41 1 -9206.58694 4970.89815 -1.85 0.0642 D42 1 -11946 9561.51394 -1.25 0.2117 D43 1 -17984 6948.99016 -2.59 0.0097 D44 1 284.21827 7541.98723 0.04 0.9699 D45 1 -23866 6819.32252 -3.50 0.0005 D46 1 -12848 7103.37101 -1.81 0.0707 D47 1 31911 6212.61065 5.14 <.0001 D48 1 12161 5640.16533 2.16 0.0312 D49 1 -20779 7304.66862 -2.84 0.0045 D50 1 3962.53163 7143.10902 0.55 0.5791 D51 1 -19996 5327.59138 -3.75 0.0002 D52 1 -9131.32391 6305.85464 -1.45 0.1478 D53 1 -20506 5004.33024 -4.10 <.0001 D54 1 -23142 9536.43944 -2.43 0.0153 D55 1 -21434 11377 -1.88 0.0597 D56 1 -13478 7807.73642 -1.73 0.0845 D57 1 -11204 6422.09766 -1.74 0.0812 D58 1 -22484 6674.38996 -3.37 0.0008 D59 1 -14223 6778.67070 -2.10 0.0360 D60 1 -3641.75921 7301.65540 -0.50 0.6180 D61 1 -7974.70720 7189.64209 -1.11 0.2675 D62 1 1520.58375 5889.26477 0.26 0.7963 D63 1 -16632 8108.90234 -2.05 0.0404 D64 1 -28635 9579.28077 -2.99 0.0028 D65 1 -29023 6640.74967 -4.37 <.0001 D66 1 -25683 7555.63461 -3.40 0.0007 D67 1 -36909 8557.87248 -4.31 <.0001 D68 1 5213.98661 6537.24927 0.80 0.4252 D69 1 -30178 10273 -2.94 0.0034 D70 1 -25311 9557.05406 -2.65 0.0082 D71 1 -22163 7813.19038 -2.84 0.0046 D72 1 -29186 6332.62962 -4.61 <.0001 D73 1 -13722 5842.01351 -2.35 0.0189 D74 1 -21488 6538.34185 -3.29 0.0010 D75 1 -20464 7530.18067 -2.72 0.0066 D76 1 -13470 5019.47116 -2.68 0.0074 D77 1 21377 7117.03203 3.00 0.0027 D78 1 -11353 6934.66000 -1.64 0.1018 D79 1 -11271 6037.53151 -1.87 0.0621 D80 1 -38293 5043.44724 -7.59 <.0001