2012-13 Faculty Equity Regression Calculations
Division of Management Information PN 2011/107
Model: All faculty: Dependent variable measured as log salary The REG Procedure Model: MODEL1 Dependent Variable: logsal Number of Observations Read 1802 Number of Observations Used 1802 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 92 195.52374 2.12526 90.42 <.0001 Error 1709 40.16701 0.02350 Corrected Total 1801 235.69075 Root MSE 0.15331 R-Square 0.8296 Dependent Mean 11.55830 Adj R-Sq 0.8204 Coeff Var 1.32639 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 11.36712 0.03810 298.31 <.0001 240737 0 prof 1 0.33626 0.01524 22.06 <.0001 92.96321 0.46231 assoc 1 0.08171 0.01195 6.83 <.0001 0.41459 0.10583 phd 1 -0.00698 0.01721 -0.41 0.6849 4.70079 -0.00653 sex 1 0.00025343 0.00869 0.03 0.9767 2.71781 0.00032812 r1 1 -0.02393 0.08396 -0.29 0.7756 0.00211 -0.00412 r2 1 -0.00478 0.01130 -0.42 0.6720 0.73160 -0.00463 r3 1 -0.01118 0.01841 -0.61 0.5438 0.00473 -0.00666 r5 1 0.01205 0.01784 0.68 0.4995 0.15627 0.00729 r6 1 0.01114 0.02022 0.55 0.5820 0.90110 0.00599 yrsdegr 1 0.00274 0.00053304 5.14 <.0001 0.18285 0.08320 rank1 1 -0.09722 0.00985 -9.87 <.0001 3.09155 -0.11403 adm 1 0.14655 0.01152 12.72 <.0001 8.21551 0.13984 dpts 1 0.03579 0.00372 9.61 <.0001 2.19651 0.11985 D1 1 -0.13624 0.04012 -3.40 0.0007 0.48875 -0.05125 D2 1 -0.17965 0.04469 -4.02 <.0001 0.55806 -0.05455 D3 1 -0.07356 0.04656 -1.58 0.1143 0.12187 -0.02077 D4 1 -0.16122 0.04647 -3.47 0.0005 0.22219 -0.04553 D5 1 -0.14437 0.03896 -3.71 0.0002 0.75537 -0.05809 D6 1 -0.20632 0.04394 -4.70 <.0001 0.72659 -0.06404 D7 1 0.75333 0.04812 15.66 <.0001 8.76155 0.20136 D8 1 0.73630 0.04106 17.93 <.0001 16.88764 0.26472 D9 1 0.44695 0.03806 11.74 <.0001 10.04568 0.19284 D10 1 -0.07191 0.05964 -1.21 0.2280 0.00937 -0.01402 D11 1 -0.11722 0.04592 -2.55 0.0108 0.02826 -0.03396 D12 1 -0.17482 0.04912 -3.56 0.0004 0.28112 -0.04535 D13 1 -0.12674 0.04133 -3.07 0.0022 0.11191 -0.04557 D14 1 0.06694 0.03730 1.79 0.0729 0.51055 0.03040 D15 1 0.10648 0.03733 2.85 0.0044 1.15802 0.04789 D16 1 0.05802 0.05997 0.97 0.3334 0.06195 0.01131 D17 1 0.10341 0.04535 2.28 0.0227 0.53170 0.03069 D18 1 0.14204 0.03723 3.81 0.0001 1.91986 0.06636 D19 1 0.08166 0.04591 1.78 0.0754 0.32050 0.02366 D20 1 0.11941 0.03785 3.16 0.0016 1.28011 0.05316 D21 1 0.09466 0.04414 2.14 0.0321 0.57438 0.03000 D22 1 0.13016 0.03594 3.62 0.0003 3.10796 0.07234 D23 1 0.08086 0.05540 1.46 0.1446 0.32247 0.01742 D24 1 -0.29541 0.03668 -8.05 <.0001 1.30398 -0.14889 D25 1 -0.32141 0.04027 -7.98 <.0001 0.97860 -0.13093 D26 1 -0.24044 0.05762 -4.17 <.0001 0.17550 -0.04939 D27 1 -0.16783 0.05532 -3.03 0.0025 0.05993 -0.03615 D28 1 -0.22867 0.04280 -5.34 <.0001 0.23375 -0.07820 D29 1 -0.37361 0.05961 -6.27 <.0001 0.51130 -0.07674 D30 1 -0.27644 0.05204 -5.31 <.0001 0.30957 -0.06711 D31 1 -0.09295 0.06550 -1.42 0.1561 0.00042704 -0.01599 D32 1 -0.18532 0.06279 -2.95 0.0032 0.02111 -0.03407 D33 1 -0.11202 0.05489 -2.04 0.0414 0.00016953 -0.02519 D34 1 -0.27030 0.07105 -3.80 0.0001 0.05965 -0.04305 D35 1 0.40844 0.04057 10.07 <.0001 11.67822 0.16638 D36 1 -0.26794 0.04250 -6.30 <.0001 0.64323 -0.09000 D37 1 -0.03496 0.05531 -0.63 0.5274 0.02791 -0.00753 D38 1 -0.09559 0.03585 -2.67 0.0077 0.00243 -0.04892 D39 1 -0.19534 0.05950 -3.28 0.0010 0.06631 -0.03808 D40 1 -0.07926 0.03716 -2.13 0.0331 0.02478 -0.03600 D41 1 -0.11511 0.07180 -1.60 0.1091 0.00219 -0.01833 D42 1 -0.15295 0.05002 -3.06 0.0023 0.01151 -0.03843 D43 1 -0.06906 0.05533 -1.25 0.2121 0.00906 -0.01487 D44 1 -0.21708 0.05150 -4.22 <.0001 0.12217 -0.05270 D45 1 -0.13424 0.05366 -2.50 0.0125 0.02551 -0.03019 D46 1 0.25964 0.04651 5.58 <.0001 2.32576 0.07333 D47 1 0.14316 0.04109 3.48 0.0005 2.03609 0.05147 D48 1 -0.17078 0.05368 -3.18 0.0015 0.02680 -0.03841 D49 1 0.01911 0.05255 0.36 0.7161 0.26270 0.00447 D50 1 -0.16662 0.03905 -4.27 <.0001 0.04600 -0.06704 D51 1 -0.06590 0.04664 -1.41 0.1579 0.08736 -0.01861 D52 1 -0.20383 0.03730 -5.46 <.0001 0.15002 -0.09257 D53 1 -0.17159 0.07514 -2.28 0.0225 0.00496 -0.02496 D54 1 -0.17988 0.08897 -2.02 0.0434 0.01268 -0.03094 D55 1 -0.03321 0.05763 -0.58 0.5645 0.09030 -0.00682 D56 1 -0.07261 0.04813 -1.51 0.1316 0.05613 -0.01941 D57 1 -0.23426 0.04794 -4.89 <.0001 0.15511 -0.06441 D58 1 -0.07524 0.05363 -1.40 0.1608 0.03019 -0.01692 D59 1 -0.00021433 0.05718 -0.00 0.9970 0.14198 -0.00004402 D60 1 0.01503 0.05271 0.29 0.7755 0.26722 0.00352 D61 1 0.03977 0.04354 0.91 0.3612 0.84406 0.01260 D62 1 -0.19726 0.05942 -3.32 0.0009 0.01823 -0.03845 D63 1 -0.29181 0.06585 -4.43 <.0001 0.12125 -0.05019 D64 1 -0.25458 0.04897 -5.20 <.0001 0.19376 -0.06604 D65 1 -0.17782 0.05376 -3.31 0.0010 0.02273 -0.03999 D66 1 -0.35460 0.06307 -5.62 <.0001 0.32413 -0.06518 D67 1 -0.06434 0.05098 -1.26 0.2071 0.06233 -0.01562 D68 1 -0.28406 0.07496 -3.79 0.0002 0.11010 -0.04132 D69 1 -0.24347 0.07125 -3.42 0.0006 0.06095 -0.03878 D70 1 -0.18084 0.06968 -2.60 0.0095 0.01092 -0.02881 D71 1 -0.24449 0.04813 -5.08 <.0001 0.23298 -0.06535 D72 1 -0.09898 0.04311 -2.30 0.0218 0.02236 -0.03201 D73 1 -0.16868 0.04907 -3.44 0.0006 0.03344 -0.04375 D74 1 -0.15385 0.05524 -2.79 0.0054 0.01100 -0.03314 D75 1 -0.07322 0.03795 -1.93 0.0539 0.49214 -0.03293 D76 1 0.20587 0.05105 4.03 <.0001 1.99441 0.04998 D77 1 -0.07877 0.04804 -1.64 0.1013 0.31690 -0.02105 D78 1 -0.07630 0.04456 -1.71 0.0870 0.62633 -0.02317 D79 1 -0.43224 0.03825 -11.30 <.0001 3.00059 -0.23094