2016-17 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 1870 Number of Observations Used 1870 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 93 202.46826 2.17708 101.35 <.0001 Error 1776 38.14870 0.02148 Corrected Total 1869 240.61697 Root MSE 0.14656 R-Square 0.8415 Dependent Mean 11.61237 Adj R-Sq 0.8332 Coeff Var 1.26211 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 11.44423 0.03744 305.68 <.0001 252164 0 prof 1 0.36216 0.01403 25.81 <.0001 90.99771 0.50035 asso 1 0.11203 0.01103 10.16 <.0001 1.43390 0.14260 phd 1 -0.00075081 0.01674 -0.04 0.9642 8.09392 -0.00066632 sex 1 0.00338 0.00791 0.43 0.6693 3.24389 0.00449 r1 1 0.04880 0.05683 0.86 0.3906 0.02950 0.00831 r2 1 -0.01000 0.01012 -0.99 0.3229 0.86009 -0.01033 r3 1 -0.00073971 0.01759 -0.04 0.9665 0.00614 -0.00043432 r5 1 0.01308 0.01571 0.83 0.4052 0.02589 0.00843 r6 1 -0.00512 0.01614 -0.32 0.7510 0.64951 -0.00330 yrsdegr 1 0.00357 0.00050350 7.09 <.0001 0.18789 0.11257 rank1 1 -0.09295 0.00935 -9.94 <.0001 4.45368 -0.10786 adm 1 0.12591 0.01199 10.50 <.0001 4.79394 0.11309 dpts 1 0.05058 0.01087 4.66 <.0001 0.98671 0.05208 D1 1 -0.16584 0.03726 -4.45 <.0001 0.32975 -0.06265 D2 1 -0.23054 0.04046 -5.70 <.0001 0.62514 -0.07381 D3 1 -0.13513 0.04319 -3.13 0.0018 0.25210 -0.03875 D4 1 -0.24026 0.04311 -5.57 <.0001 0.43011 -0.06890 D5 1 -0.19752 0.03751 -5.27 <.0001 0.63998 -0.07357 D6 1 -0.25650 0.04301 -5.96 <.0001 0.65986 -0.07355 D7 1 0.75381 0.04218 17.87 <.0001 12.58938 0.22659 D8 1 0.71522 0.03840 18.62 <.0001 18.24769 0.25458 D9 1 0.42280 0.03597 11.76 <.0001 10.37723 0.17667 D10 1 -0.20788 0.05893 -3.53 0.0004 0.05205 -0.03782 D11 1 -0.19929 0.04453 -4.48 <.0001 0.10186 -0.05425 D12 1 -0.24131 0.04956 -4.87 <.0001 0.26399 -0.05589 D13 1 -0.20706 0.04093 -5.06 <.0001 0.26651 -0.06629 D14 1 -0.01541 0.03428 -0.45 0.6532 0.14770 -0.00726 D15 1 0.03771 0.03462 1.09 0.2762 0.62297 0.01712 D16 1 0.09436 0.04625 2.04 0.0415 0.42150 0.02423 D17 1 0.03817 0.04207 0.91 0.3644 0.29298 0.01147 D18 1 0.09633 0.03372 2.86 0.0043 1.74021 0.04771 D19 1 0.05278 0.04199 1.26 0.2090 0.39242 0.01587 D20 1 0.09131 0.03423 2.67 0.0077 1.88112 0.04301 D21 1 0.09699 0.04245 2.28 0.0224 0.90989 0.02849 D22 1 0.11344 0.03220 3.52 0.0004 4.44530 0.06624 D23 1 0.05959 0.04709 1.27 0.2059 0.65690 0.01482 D24 1 -0.38911 0.03388 -11.48 <.0001 2.15141 -0.19869 D25 1 -0.37620 0.03730 -10.09 <.0001 0.76346 -0.15540 D26 1 -0.25711 0.05662 -4.54 <.0001 0.03995 -0.04960 D27 1 -0.23654 0.05418 -4.37 <.0001 0.07912 -0.04809 D28 1 -0.23839 0.04094 -5.82 <.0001 0.02010 -0.07782 D29 1 -0.41553 0.05478 -7.59 <.0001 0.28092 -0.08858 D30 1 -0.40623 0.04820 -8.43 <.0001 0.49737 -0.10102 D31 1 -0.24061 0.05081 -4.74 <.0001 0.10244 -0.05356 D32 1 -0.18686 0.05646 -3.31 0.0010 0.00039913 -0.03605 D33 1 -0.16640 0.05540 -3.00 0.0027 0.01185 -0.03383 D34 1 -0.47995 0.07943 -6.04 <.0001 0.21510 -0.06182 D35 1 0.28312 0.04089 6.92 <.0001 6.58672 0.09752 D36 1 -0.30232 0.04089 -7.39 <.0001 0.53375 -0.09486 D37 1 -0.12241 0.04806 -2.55 0.0109 0.00346 -0.02942 D38 1 -0.14157 0.03306 -4.28 <.0001 0.01304 -0.07440 D39 1 -0.22826 0.05408 -4.22 <.0001 0.06629 -0.04641 D40 1 -0.15162 0.03431 -4.42 <.0001 0.01190 -0.07014 D41 1 -0.09876 0.07361 -1.34 0.1799 0.02240 -0.01422 D42 1 -0.16973 0.04815 -3.53 0.0004 0.00175 -0.04079 D43 1 -0.22572 0.05234 -4.31 <.0001 0.08019 -0.04812 D44 1 -0.25573 0.05455 -4.69 <.0001 0.12798 -0.05199 D45 1 -0.13687 0.04830 -2.83 0.0047 0.00054994 -0.03289 D46 1 -0.23667 0.07194 -3.29 0.0010 0.03951 -0.03407 D47 1 0.32827 0.04056 8.09 <.0001 5.25583 0.10510 D48 1 0.06118 0.03869 1.58 0.1140 1.32361 0.02143 D49 1 -0.20704 0.05076 -4.08 <.0001 0.03489 -0.04609 D50 1 -0.04932 0.04718 -1.05 0.2960 0.16329 -0.01227 D51 1 -0.21343 0.03690 -5.78 <.0001 0.08696 -0.08286 D52 1 -0.12880 0.04373 -2.95 0.0033 0.02020 -0.03601 D53 1 -0.27612 0.05630 -4.90 <.0001 0.11536 -0.05327 D54 1 -0.21807 0.03521 -6.19 <.0001 0.07164 -0.09516 D55 1 -0.21657 0.05623 -3.85 0.0001 0.02980 -0.04178 D56 1 -0.04590 0.04847 -0.95 0.3438 0.15149 -0.01103 D57 1 -0.12951 0.04524 -2.86 0.0042 0.02009 -0.03427 D58 1 -0.23042 0.04987 -4.62 <.0001 0.04369 -0.05337 D59 1 -0.12608 0.04707 -2.68 0.0075 0.01443 -0.03135 D60 1 -0.15078 0.04811 -3.13 0.0018 0.00017939 -0.03623 D61 1 -0.23054 0.06660 -3.46 0.0005 0.02105 -0.03635 D62 1 0.04900 0.04453 1.10 0.2713 0.78185 0.01334 D63 1 -0.05864 0.04128 -1.42 0.1557 0.38675 -0.01802 D64 1 -0.21491 0.05447 -3.95 <.0001 0.01369 -0.04369 D65 1 -0.27372 0.05926 -4.62 <.0001 0.06945 -0.04980 D66 1 -0.24925 0.04929 -5.06 <.0001 0.07211 -0.05773 D67 1 -0.14928 0.05083 -2.94 0.0034 0.00505 -0.03323 D68 1 -0.28951 0.07133 -4.06 <.0001 0.05522 -0.04168 D69 1 -0.13286 0.04604 -2.89 0.0040 0.02167 -0.03411 D70 1 -0.31417 0.07135 -4.40 <.0001 0.09241 -0.04523 D71 1 -0.27013 0.05984 -4.51 <.0001 0.06512 -0.04915 D72 1 -0.25071 0.05424 -4.62 <.0001 0.06032 -0.05097 D73 1 -0.16092 0.03812 -4.22 <.0001 0.00613 -0.05818 D74 1 -0.18613 0.04815 -3.87 0.0001 0.00180 -0.04473 D75 1 -0.22994 0.04696 -4.90 <.0001 0.05612 -0.05718 D76 1 -0.08339 0.03597 -2.32 0.0206 0.96907 -0.03639 D77 1 0.21361 0.04610 4.63 <.0001 3.19718 0.05485 D78 1 -0.17222 0.04524 -3.81 0.0001 0.18975 -0.04557 D79 1 -0.16392 0.03892 -4.21 <.0001 0.55325 -0.05647 D80 1 -0.52457 0.03524 -14.89 <.0001 4.75976 -0.28324