2016-17 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 87 3.364565E12 38673162269 77.20 <.0001 Error 1782 8.926796E11 500942526 Corrected Total 1869 4.257245E12 Root MSE 22382 R-Square 0.7903 Dependent Mean 118287 Adj R-Sq 0.7801 Coeff Var 18.92151 Parameter Estimates Parameter Standard Variable DF Estimate Error t Value Pr > |t| Intercept 1 92098 5649.22592 16.30 <.0001 prof 1 36708 2118.74744 17.33 <.0001 asso 1 7598.15607 1653.12305 4.60 <.0001 adm 1 18681 1829.58210 10.21 <.0001 dpts 1 8948.57738 1656.71883 5.40 <.0001 rank1 1 -13288 1425.07944 -9.32 <.0001 phd 1 192.63995 2549.17236 0.08 0.9398 yrsdegr 1 644.95652 76.04475 8.48 <.0001 D1 1 -17640 5683.67995 -3.10 0.0019 D2 1 -25231 6163.06276 -4.09 <.0001 D3 1 -15395 6556.27124 -2.35 0.0190 D4 1 -27191 6565.68324 -4.14 <.0001 D5 1 -23005 5717.57063 -4.02 <.0001 D6 1 -25456 6562.54710 -3.88 0.0001 D7 1 126243 6405.94941 19.71 <.0001 D8 1 116108 5852.66617 19.84 <.0001 D9 1 60594 5451.03296 11.12 <.0001 D10 1 -21337 8979.28657 -2.38 0.0176 D11 1 -21645 6768.70980 -3.20 0.0014 D12 1 -32026 7557.34782 -4.24 <.0001 D13 1 -23600 6171.43785 -3.82 0.0001 D14 1 -127.22771 5221.92859 -0.02 0.9806 D15 1 7067.25024 5273.02596 1.34 0.1803 D16 1 13725 7038.81027 1.95 0.0513 D17 1 4874.37393 6382.09110 0.76 0.4451 D18 1 15046 5120.34092 2.94 0.0033 D19 1 8400.52445 6386.44254 1.32 0.1886 D20 1 14216 5205.51207 2.73 0.0064 D21 1 14008 6467.49771 2.17 0.0304 D22 1 18296 4877.16110 3.75 0.0002 D23 1 7376.12051 7183.79128 1.03 0.3047 D24 1 -42363 5171.45802 -8.19 <.0001 D25 1 -38282 5692.96575 -6.72 <.0001 D26 1 -27859 8644.10295 -3.22 0.0013 D27 1 -25529 8253.23811 -3.09 0.0020 D28 1 -27127 6240.23689 -4.35 <.0001 D29 1 -45798 8328.69117 -5.50 <.0001 D30 1 -43107 7357.92253 -5.86 <.0001 D31 1 -26637 7749.14489 -3.44 0.0006 D32 1 -21848 8600.58017 -2.54 0.0112 D33 1 -21203 8423.92188 -2.52 0.0119 D34 1 -47578 12125 -3.92 <.0001 D35 1 55079 6223.67324 8.85 <.0001 D36 1 -32935 6230.57084 -5.29 <.0001 D37 1 -12690 7333.73818 -1.73 0.0838 D38 1 -17319 5033.82129 -3.44 0.0006 D39 1 -25651 8251.55734 -3.11 0.0019 D40 1 -13851 5236.77975 -2.64 0.0082 D41 1 -12237 10922 -1.12 0.2627 D42 1 -19853 7335.22774 -2.71 0.0069 D43 1 -19906 7985.89422 -2.49 0.0128 D44 1 -29961 8291.16739 -3.61 0.0003 D45 1 -10395 7360.54944 -1.41 0.1580 D46 1 -23023 10895 -2.11 0.0347 D47 1 46223 6169.69649 7.49 <.0001 D48 1 15890 5903.19374 2.69 0.0072 D49 1 -23746 7730.64261 -3.07 0.0022 D50 1 812.39843 7177.79044 0.11 0.9099 D51 1 -24204 5616.16071 -4.31 <.0001 D52 1 -13565 6657.34396 -2.04 0.0417 D53 1 -29201 8589.77765 -3.40 0.0007 D54 1 -23979 5357.45712 -4.48 <.0001 D55 1 -22546 8582.63658 -2.63 0.0087 D56 1 -5436.25492 7340.29651 -0.74 0.4590 D57 1 -13735 6895.97924 -1.99 0.0466 D58 1 -24692 7527.56596 -3.28 0.0011 D59 1 -14793 7174.71509 -2.06 0.0394 D60 1 -16221 7340.45120 -2.21 0.0272 D61 1 -25588 10116 -2.53 0.0115 D62 1 6575.28630 6770.41696 0.97 0.3316 D63 1 -4100.32279 6299.51003 -0.65 0.5152 D64 1 -18034 8256.21482 -2.18 0.0291 D65 1 -32644 9038.38589 -3.61 0.0003 D66 1 -25959 7516.49093 -3.45 0.0006 D67 1 -15770 7732.91397 -2.04 0.0416 D68 1 -33659 10879 -3.09 0.0020 D69 1 -14653 7026.75783 -2.09 0.0372 D70 1 -35221 10891 -3.23 0.0012 D71 1 -26860 8994.10906 -2.99 0.0029 D72 1 -25528 8278.94291 -3.08 0.0021 D73 1 -15201 5799.63369 -2.62 0.0088 D74 1 -18729 7345.92361 -2.55 0.0109 D75 1 -23771 7166.15268 -3.32 0.0009 D76 1 -14826 5484.91077 -2.70 0.0069 D77 1 27243 7036.95879 3.87 0.0001 D78 1 -17231 6889.83536 -2.50 0.0125 D79 1 -17721 5935.23352 -2.99 0.0029 D80 1 -47151 5360.21276 -8.80 <.0001