2013-14 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 1801 Number of Observations Used 1801 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 86 3.037809E12 35323358848 71.25 <.0001 Error 1714 8.497932E11 495795342 Corrected Total 1800 3.887602E12 Root MSE 22266 R-Square 0.7814 Dependent Mean 115714 Adj R-Sq 0.7704 Coeff Var 19.24275 Parameter Estimates Parameter Standard Variable DF Estimate Error t Value Pr > |t| Intercept 1 81817 5903.29109 13.86 <.0001 prof 1 36261 2183.41847 16.61 <.0001 assoc 1 6799.77949 1679.10307 4.05 <.0001 adm 1 21987 1790.57482 12.28 <.0001 dpts 1 7315.09631 1690.72104 4.33 <.0001 rank1 1 -13032 1419.37153 -9.18 <.0001 phd 1 3830.73790 2516.47521 1.52 0.1281 yrsdegr 1 470.94449 75.88805 6.21 <.0001 D1 1 -12141 5991.17334 -2.03 0.0429 D2 1 -13640 6578.57839 -2.07 0.0383 D3 1 -7930.01958 6845.93101 -1.16 0.2469 D4 1 -13131 6748.14636 -1.95 0.0518 D5 1 -16185 5848.64457 -2.77 0.0057 D6 1 -19627 6662.82154 -2.95 0.0033 D7 1 125005 6702.11777 18.65 <.0001 D8 1 111567 6117.54324 18.24 <.0001 D9 1 61862 5749.05486 10.76 <.0001 D10 1 -12434 9092.34265 -1.37 0.1716 D11 1 -7900.44207 6960.30927 -1.14 0.2565 D12 1 -17727 7232.48172 -2.45 0.0143 D13 1 -13757 6122.18359 -2.25 0.0248 D14 1 11047 5559.83993 1.99 0.0471 D15 1 15845 5557.51675 2.85 0.0044 D16 1 21938 7907.81895 2.77 0.0056 D17 1 17229 6671.73394 2.58 0.0099 D18 1 29771 5518.02887 5.40 <.0001 D19 1 20412 7076.75380 2.88 0.0040 D20 1 25201 5565.97348 4.53 <.0001 D21 1 24203 6445.55539 3.76 0.0002 D22 1 27171 5266.18831 5.16 <.0001 D23 1 12029 7515.57209 1.60 0.1097 D24 1 -27605 5474.10895 -5.04 <.0001 D25 1 -25054 5887.41416 -4.26 <.0001 D26 1 -15996 9614.29711 -1.66 0.0963 D27 1 -11135 8119.42882 -1.37 0.1704 D28 1 -15415 6332.83709 -2.43 0.0150 D29 1 -35519 8759.22995 -4.06 <.0001 D30 1 -25015 7533.11080 -3.32 0.0009 D31 1 -12926 9123.23807 -1.42 0.1567 D32 1 -10730 8733.40177 -1.23 0.2194 D33 1 -9336.55937 7863.73731 -1.19 0.2353 D34 1 -31245 9823.93675 -3.18 0.0015 D35 1 69019 6147.34660 11.23 <.0001 D36 1 -22137 6319.79590 -3.50 0.0005 D37 1 941.51521 8396.45799 0.11 0.9107 D38 1 -7969.36216 5341.54372 -1.49 0.1359 D39 1 -22055 8711.93099 -2.53 0.0114 D40 1 -5739.17193 5623.94761 -1.02 0.3076 D41 1 -10469 7706.70435 -1.36 0.1745 D42 1 6734.98325 7682.46417 0.88 0.3808 D43 1 -20484 8181.31921 -2.50 0.0124 D44 1 -8652.79638 7511.30623 -1.15 0.2495 D45 1 44265 6519.28623 6.79 <.0001 D46 1 27891 6086.34806 4.58 <.0001 D47 1 -16465 7510.79064 -2.19 0.0285 D48 1 14139 7689.52438 1.84 0.0661 D49 1 -14109 5746.93426 -2.46 0.0142 D50 1 -5683.08971 6764.18557 -0.84 0.4009 D51 1 -23050 8394.27387 -2.75 0.0061 D52 1 -14595 5631.29321 -2.59 0.0096 D53 1 -14735 9579.05829 -1.54 0.1242 D54 1 -14548 9739.13683 -1.49 0.1354 D55 1 -728.91871 8128.30883 -0.09 0.9286 D56 1 -4521.06101 7209.54407 -0.63 0.5307 D57 1 -17673 7214.99903 -2.45 0.0144 D58 1 -5835.68270 8117.15848 -0.72 0.4723 D59 1 -9296.14788 8126.84567 -1.14 0.2528 D60 1 11602 7890.07154 1.47 0.1416 D61 1 9482.70797 6454.27335 1.47 0.1420 D62 1 -11179 8732.92284 -1.28 0.2007 D63 1 -19125 10246 -1.87 0.0621 D64 1 -22839 7207.19371 -3.17 0.0016 D65 1 -8686.03592 7687.61907 -1.13 0.2587 D66 1 -22026 10180 -2.16 0.0306 D67 1 -6035.54025 7340.41681 -0.82 0.4111 D68 1 -25056 10976 -2.28 0.0226 D69 1 -19858 9631.91334 -2.06 0.0394 D70 1 -14756 10184 -1.45 0.1475 D71 1 -15085 8474.71527 -1.78 0.0753 D72 1 -3004.95139 6077.90479 -0.49 0.6211 D73 1 -13690 7100.50517 -1.93 0.0540 D74 1 -12974 7677.90554 -1.69 0.0913 D75 1 -15456 5719.58738 -2.70 0.0070 D76 1 26623 7523.44887 3.54 0.0004 D77 1 -7167.04530 7356.52038 -0.97 0.3301 D78 1 -7690.80977 6675.17301 -1.15 0.2494 D79 1 -35457 5665.05863 -6.26 <.0001