2009-10 Faculty Equity Regression Model                 
Division of Management Information PN 2010/022
Model: All ranks, men and women, no race/gender terms -- use to get coefficients to predict salaries The REG Procedure Model: MODEL1 Dependent Variable: actual Number of Observations Read 1883 Number of Observations Used 1883 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 90 2.341693E12 26018806226 65.51 <.0001 Error 1792 7.11745E11 397179148 Corrected Total 1882 3.053438E12 Root MSE 19929 R-Square 0.7669 Dependent Mean 100413 Adj R-Sq 0.7552 Coeff Var 19.84745 Parameter Estimates Parameter Standard Variable DF Estimate Error t Value Pr > |t| Intercept 1 76463 4522.40651 16.91 <.0001 prof 1 29777 1881.62944 15.83 <.0001 assoc 1 3743.70877 1470.01559 2.55 0.0110 ADM 1 20532 1684.91775 12.19 <.0001 DPTS 1 5125.79450 518.34312 9.89 <.0001 rank1 1 -14140 1213.51244 -11.65 <.0001 phd 1 4932.14083 2285.91875 2.16 0.0311 yrsdegr 1 428.69329 66.03761 6.49 <.0001 D1 1 -15938 4827.20714 -3.30 0.0010 D2 1 -20786 5512.73351 -3.77 0.0002 D3 1 -12026 5644.99091 -2.13 0.0333 D4 1 -17354 5921.62948 -2.93 0.0034 D5 1 -14063 4684.64732 -3.00 0.0027 D6 1 -17274 5429.59767 -3.18 0.0015 D7 1 96174 5929.56471 16.22 <.0001 D8 1 85384 5170.01494 16.52 <.0001 D9 1 44762 4661.80077 9.60 <.0001 D10 1 -10033 6789.41857 -1.48 0.1397 D11 1 -10299 5647.99337 -1.82 0.0684 D12 1 -16561 5847.47587 -2.83 0.0047 D13 1 -6448.67242 5918.96102 -1.09 0.2761 D14 1 -7729.67984 7269.35393 -1.06 0.2878 D15 1 -13820 8903.60611 -1.55 0.1208 D16 1 6074.00891 4533.28751 1.34 0.1805 D17 1 11200 4696.46618 2.38 0.0172 D18 1 6041.35163 7967.27387 0.76 0.4484 D19 1 11273 5660.72289 1.99 0.0466 D20 1 16770 4639.82555 3.61 0.0003 D21 1 7804.86195 6151.68260 1.27 0.2047 D22 1 8192.68229 4628.35348 1.77 0.0769 D23 1 13496 5453.74794 2.47 0.0134 D24 1 7601.50523 4386.27536 1.73 0.0833 D25 1 8328.68953 7599.51491 1.10 0.2732 D26 1 -21800 4445.50431 -4.90 <.0001 D27 1 -20554 4898.19512 -4.20 <.0001 D28 1 -21239 6817.40867 -3.12 0.0019 D29 1 -16088 7002.89634 -2.30 0.0217 D30 1 -17337 5177.81518 -3.35 0.0008 D31 1 -27057 7583.42645 -3.57 0.0004 D32 1 -28134 6606.82268 -4.26 <.0001 D33 1 -13875 7943.86584 -1.75 0.0809 D34 1 -15770 9646.76320 -1.63 0.1023 D35 1 -23216 10625 -2.19 0.0290 D36 1 -10743 6898.53214 -1.56 0.1196 D37 1 61798 5072.56366 12.18 <.0001 D38 1 -19434 8047.17084 -2.41 0.0158 D39 1 -21496 5158.03837 -4.17 <.0001 D40 1 -46.75084 6998.91531 -0.01 0.9947 D41 1 -8530.22199 4441.26667 -1.92 0.0549 D42 1 -21733 7266.54496 -2.99 0.0028 D43 1 -5830.44486 4564.25122 -1.28 0.2016 D44 1 -15361 8384.23852 -1.83 0.0671 D45 1 -16856 6801.83803 -2.48 0.0133 D46 1 5412.17087 7272.07424 0.74 0.4568 D47 1 -23560 6447.86250 -3.65 0.0003 D48 1 -9004.24891 6280.08740 -1.43 0.1518 D49 1 29947 5225.31003 5.73 <.0001 D50 1 15587 5024.81383 3.10 0.0020 D51 1 -14716 7267.40992 -2.02 0.0430 D52 1 4737.47208 6825.84683 0.69 0.4877 D53 1 -13567 4839.65570 -2.80 0.0051 D54 1 -6623.45359 5733.04415 -1.16 0.2481 D55 1 -17908 4509.65637 -3.97 <.0001 D56 1 -16541 7927.90889 -2.09 0.0371 D57 1 -12575 14568 -0.86 0.3882 D58 1 -5049.38757 7005.50372 -0.72 0.4711 D59 1 -7336.71101 6059.33355 -1.21 0.2261 D60 1 -20672 5858.18920 -3.53 0.0004 D61 1 -10907 5840.90575 -1.87 0.0620 D62 1 224.13982 6782.13058 0.03 0.9736 D63 1 838.14851 6486.86997 0.13 0.8972 D64 1 5731.21044 5123.67649 1.12 0.2635 D65 1 -7744.19354 6600.07786 -1.17 0.2408 D66 1 -27171 12098 -2.25 0.0248 D67 1 -24675 6159.52613 -4.01 <.0001 D68 1 -24877 6813.18939 -3.65 0.0003 D69 1 -33727 8034.49531 -4.20 <.0001 D70 1 5613.14589 5941.07102 0.94 0.3449 D71 1 -30245 7933.60197 -3.81 0.0001 D72 1 -19419 10633 -1.83 0.0680 D73 1 -15096 6816.34948 -2.21 0.0269 D74 1 -25702 6807.58009 -3.78 0.0002 D75 1 -11563 5091.27354 -2.27 0.0233 D76 1 -18292 6304.04594 -2.90 0.0038 D77 1 -14390 7007.42027 -2.05 0.0402 D78 1 -5923.95286 4579.74643 -1.29 0.1960 D79 1 -14161 9675.50741 -1.46 0.1435 D80 1 21113 6997.09203 3.02 0.0026 D81 1 -10403 6283.47528 -1.66 0.0980 D82 1 -7423.29006 5827.08110 -1.27 0.2029 D83 1 -30975 4589.31815 -6.75 <.0001