2014-15 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 1841 Number of Observations Used 1841 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 86 3.276398E12 38097645532 81.09 <.0001 Error 1754 8.240512E11 469812536 Corrected Total 1840 4.100449E12 Root MSE 21675 R-Square 0.7990 Dependent Mean 117926 Adj R-Sq 0.7892 Coeff Var 18.38036 Parameter Estimates Parameter Standard Variable DF Estimate Error t Value Pr > |t| Intercept 1 87985 5598.45786 15.72 <.0001 prof 1 38104 2110.64959 18.05 <.0001 asso 1 7274.16388 1613.01721 4.51 <.0001 adm 1 17334 1853.93196 9.35 <.0001 dpts 1 10757 1610.80454 6.68 <.0001 rank1 1 -12974 1379.69930 -9.40 <.0001 phd 1 1132.34497 2485.20045 0.46 0.6487 yrsdegr 1 548.37019 74.33111 7.38 <.0001 D1 1 -16327 5776.36309 -2.83 0.0048 D2 1 -22159 6207.74441 -3.57 0.0004 D3 1 -15671 6368.99831 -2.46 0.0140 D4 1 -23295 6893.48460 -3.38 0.0007 D5 1 -21588 5530.47171 -3.90 <.0001 D6 1 -23760 6659.22253 -3.57 0.0004 D7 1 126092 6316.81241 19.96 <.0001 D8 1 113608 5738.01535 19.80 <.0001 D9 1 63411 5460.16977 11.61 <.0001 D10 1 -19904 8391.98646 -2.37 0.0178 D11 1 -17929 6550.96879 -2.74 0.0063 D12 1 -21178 6805.79256 -3.11 0.0019 D13 1 -20481 5922.82162 -3.46 0.0006 D14 1 5907.93692 5167.19365 1.14 0.2530 D15 1 11786 5299.81820 2.22 0.0263 D16 1 15979 7051.65468 2.27 0.0236 D17 1 9598.94998 6286.19825 1.53 0.1269 D18 1 20025 5178.06786 3.87 0.0001 D19 1 12148 6374.89116 1.91 0.0569 D20 1 17715 5220.07306 3.39 0.0007 D21 1 19990 6369.63633 3.14 0.0017 D22 1 19648 4951.91323 3.97 <.0001 D23 1 6353.92780 7053.46969 0.90 0.3678 D24 1 -36673 5165.99378 -7.10 <.0001 D25 1 -34418 5671.61485 -6.07 <.0001 D26 1 -25655 8801.65702 -2.91 0.0036 D27 1 -19174 7809.70513 -2.46 0.0142 D28 1 -23357 6057.11566 -3.86 0.0001 D29 1 -41914 7966.65788 -5.26 <.0001 D30 1 -37549 7266.43804 -5.17 <.0001 D31 1 -22983 8099.64153 -2.84 0.0046 D32 1 -16844 8780.02962 -1.92 0.0552 D33 1 -16668 7373.23716 -2.26 0.0239 D34 1 -38650 9480.43961 -4.08 <.0001 D35 1 68813 6123.36111 11.24 <.0001 D36 1 -29820 6091.26205 -4.90 <.0001 D37 1 -10084 7378.38248 -1.37 0.1719 D38 1 -14334 5028.22677 -2.85 0.0044 D39 1 -30349 8073.57661 -3.76 0.0002 D40 1 -10035 5310.80271 -1.89 0.0590 D41 1 -15644 7837.12479 -2.00 0.0461 D42 1 -14449 7582.87647 -1.91 0.0569 D43 1 -26949 7624.68761 -3.53 0.0004 D44 1 -15927 7056.58724 -2.26 0.0241 D45 1 43056 6384.23258 6.74 <.0001 D46 1 19297 5750.40680 3.36 0.0008 D47 1 -22396 7811.82454 -2.87 0.0042 D48 1 3448.60779 6897.90684 0.50 0.6172 D49 1 -19997 5510.65598 -3.63 0.0003 D50 1 -10189 6464.58602 -1.58 0.1152 D51 1 -26864 8080.32830 -3.32 0.0009 D52 1 -23544 5269.46845 -4.47 <.0001 D53 1 -22682 9249.56066 -2.45 0.0143 D54 1 -23703 9307.22512 -2.55 0.0110 D55 1 -3937.72588 7377.62565 -0.53 0.5936 D56 1 -8291.84271 6906.93128 -1.20 0.2301 D57 1 -21669 7387.54472 -2.93 0.0034 D58 1 -10520 6902.58882 -1.52 0.1277 D59 1 -13748 7584.64804 -1.81 0.0701 D60 1 13326 7033.93584 1.89 0.0583 D61 1 1407.63106 6220.12873 0.23 0.8210 D62 1 -16499 8778.96988 -1.88 0.0604 D63 1 -30313 8817.07056 -3.44 0.0006 D64 1 -24659 7041.48321 -3.50 0.0005 D65 1 -13419 7377.79287 -1.82 0.0691 D66 1 -24220 9260.00357 -2.62 0.0090 D67 1 -11513 7045.83961 -1.63 0.1024 D68 1 -31547 10612 -2.97 0.0030 D69 1 -27034 9288.85370 -2.91 0.0037 D70 1 -21201 8089.88879 -2.62 0.0089 D71 1 -21151 7085.30619 -2.99 0.0029 D72 1 -9568.59960 5699.22472 -1.68 0.0933 D73 1 -15579 6797.38378 -2.29 0.0220 D74 1 -20549 7038.10840 -2.92 0.0035 D75 1 -12204 5448.52648 -2.24 0.0252 D76 1 23476 7390.77729 3.18 0.0015 D77 1 -13332 6670.00053 -2.00 0.0458 D78 1 -13804 6302.02183 -2.19 0.0286 D79 1 -45702 5370.56367 -8.51 <.0001