2015-16 Faculty Equity Regression Calculations
Division of Management Information PN 2011/107 Model: Full professors: With terms interacting with sex
Sex interacting with years from degree The REG Procedure Model: MODEL1 Dependent Variable: actual Number of Observations Read 796 Number of Observations Used 796 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 92 1.18738E12 12906306259 16.69 <.0001 Error 703 5.434694E11 773071705 Corrected Total 795 1.73085E12 Root MSE 27804 R-Square 0.6860 Dependent Mean 147959 Adj R-Sq 0.6449 Coeff Var 18.79175 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 108663 13492 8.05 <.0001 1.742603E13 0 sexyrsd 1 -64.58766 302.07817 -0.21 0.8308 69242368872 -0.01971 phd 1 4319.60983 5443.86151 0.79 0.4278 3931810960 0.02674 sex 1 3708.11633 8125.73586 0.46 0.6483 3222243858 0.03438 r1 1 17299 28455 0.61 0.5434 5101481561 0.01857 r2 1 -2063.93590 3244.67670 -0.64 0.5249 4772450345 -0.01486 r3 1 -4620.76287 6281.93447 -0.74 0.4622 1759703796 -0.01695 r5 1 9751.68224 5338.31727 1.83 0.0682 6733293755 0.04459 r6 1 -7851.90918 9303.64469 -0.84 0.3990 74571823 -0.01875 yrsdegr 1 1138.40203 273.14432 4.17 <.0001 2654631924 0.20976 rank1 1 10849 3581.74649 3.03 0.0025 61358160268 0.11436 adm 1 21642 3033.98536 7.13 <.0001 76132997741 0.17570 dpts 1 12543 2947.38002 4.26 <.0001 32810865158 0.11150 yrsfull 1 -2766.34405 307.12592 -9.01 <.0001 1.897298E11 -0.34884 D1 1 -18193 10596 -1.72 0.0864 6444371420 -0.05955 D2 1 -20376 11689 -1.74 0.0817 3880892858 -0.05325 D3 1 -14078 12005 -1.17 0.2413 4651361773 -0.03524 D4 1 -25120 12670 -1.98 0.0478 3522206026 -0.05696 D5 1 -23811 10942 -2.18 0.0299 9461726696 -0.07166 D6 1 -28482 16282 -1.75 0.0807 3039464655 -0.04319 D7 1 128216 13688 9.37 <.0001 1.018082E11 0.25671 D8 1 136338 15112 9.02 <.0001 89224623061 0.23100 D9 1 72457 11709 6.19 <.0001 66803828710 0.18934 D10 1 -11023 16455 -0.67 0.5032 6308857 -0.01671 D11 1 -13601 13190 -1.03 0.3028 339997401 -0.02909 D12 1 -19273 12356 -1.56 0.1192 1785876039 -0.04603 D13 1 -21494 11486 -1.87 0.0617 6143261253 -0.06059 D14 1 3910.48750 9815.02829 0.40 0.6904 136140912 0.01696 D15 1 16562 10077 1.64 0.1007 5541089548 0.06430 D16 1 28190 14386 1.96 0.0504 2657510427 0.05229 D17 1 12200 14192 0.86 0.3903 964181382 0.02263 D18 1 27172 9907.68333 2.74 0.0063 19745361484 0.11273 D19 1 24552 11959 2.05 0.0404 9062955810 0.06146 D20 1 25902 10070 2.57 0.0103 20290941724 0.10055 D21 1 36305 12587 2.88 0.0040 15311497620 0.08232 D22 1 24274 9585.32483 2.53 0.0115 32868340712 0.11767 D23 1 20483 15120 1.35 0.1760 4559519841 0.03470 D24 1 -39512 10108 -3.91 0.0001 30366735123 -0.16393 D25 1 -38636 12950 -2.98 0.0029 14313202083 -0.09228 D26 1 -20647 15092 -1.37 0.1717 623482688 -0.03498 D27 1 -15938 21426 -0.74 0.4572 84991134 -0.01711 D28 1 -30306 14610 -2.07 0.0384 5228472569 -0.05621 D29 1 -44016 14728 -2.99 0.0029 18473219661 -0.08813 D30 1 -50848 18254 -2.79 0.0055 8266063332 -0.06682 D31 1 -43254 29271 -1.48 0.1399 1583785548 -0.03286 D32 1 -13954 16365 -0.85 0.3941 242394723 -0.02116 D33 1 -17283 14118 -1.22 0.2213 5707692764 -0.03460 D35 1 63463 10815 5.87 <.0001 1.091632E11 0.25918 D36 1 -30982 12019 -2.58 0.0101 5233741953 -0.07756 D37 1 -11118 13042 -0.85 0.3942 164710589 -0.02378 D38 1 -22102 9562.14434 -2.31 0.0211 12238077697 -0.10714 D39 1 -35699 16438 -2.17 0.0302 2973955816 -0.05413 D40 1 -1109.17675 10329 -0.11 0.9145 446298100 -0.00398 D41 1 2720.36177 30153 0.09 0.9281 269632185 0.00207 D42 1 -19527 16346 -1.19 0.2326 949686096 -0.02961 D43 1 -5295.95957 13541 -0.39 0.6958 4175131 -0.01060 D44 1 -24119 18248 -1.32 0.1867 1207796177 -0.03169 D45 1 -6170.62220 13516 -0.46 0.6482 45003 -0.01235 D46 1 40995 11528 3.56 0.0004 27513951385 0.11143 D47 1 21055 10378 2.03 0.0429 20798251418 0.07563 D48 1 -34574 15242 -2.27 0.0236 2590331480 -0.05858 D49 1 14537 13550 1.07 0.2837 4565206545 0.02911 D50 1 -20116 10612 -1.90 0.0584 1604106930 -0.06752 D51 1 -570.07791 11974 -0.05 0.9620 1051244223 -0.00143 D52 1 -20763 16293 -1.27 0.2029 419311450 -0.03148 D53 1 -22867 10691 -2.14 0.0328 2768806271 -0.07485 D54 1 -14571 18567 -0.78 0.4329 103482269 -0.01915 D55 1 -3691.88379 16346 -0.23 0.8214 92613101 -0.00560 D56 1 1783.60546 13622 0.13 0.8959 1001539589 0.00357 D57 1 -18522 17103 -1.08 0.2792 236686540 -0.02809 D58 1 -14786 15100 -0.98 0.3278 168347622 -0.02505 D59 1 -10100 13510 -0.75 0.4549 2066511 -0.02022 D60 1 -5230.71932 29263 -0.18 0.8582 32274991 -0.00397 D61 1 6030.87898 12993 0.46 0.6427 2074001758 0.01290 D62 1 18836 12634 1.49 0.1364 8423338325 0.04271 D63 1 -1960.29031 29162 -0.07 0.9464 102002338 -0.00149 D64 1 -45165 16709 -2.70 0.0070 3320246972 -0.06849 D65 1 -26627 15159 -1.76 0.0794 1118867130 -0.04511 D66 1 -10769 12615 -0.85 0.3936 15459911 -0.02442 D67 1 -23572 18248 -1.29 0.1969 434863425 -0.03097 D68 1 -8403.99006 12562 -0.67 0.5037 79010430 -0.01905 D69 1 -64190 29179 -2.20 0.0281 2886616567 -0.04876 D70 1 -35520 29593 -1.20 0.2304 662598711 -0.02698 D71 1 -14036 29470 -0.48 0.6340 554902 -0.01066 D72 1 -54413 40761 -1.33 0.1823 1033243830 -0.04133 D73 1 9636.53398 12613 0.76 0.4451 4405662647 0.02185 D74 1 -12179 21622 -0.56 0.5734 22620383 -0.01308 D75 1 -23473 16333 -1.44 0.1511 389442204 -0.03559 D76 1 -28377 11206 -2.53 0.0115 4241319086 -0.08541 D77 1 31400 16337 1.92 0.0550 6695275109 0.04761 D78 1 -24339 21874 -1.11 0.2662 192187081 -0.02613 D79 1 2097.45375 16377 0.13 0.8981 822763320 0.00318 D80 1 -28752 12341 -2.33 0.0201 4196410045 -0.07513
Sex interacting with administrator flag The REG Procedure Model: MODEL2 Dependent Variable: actual Number of Observations Read 796 Number of Observations Used 796 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 92 1.188408E12 12917478067 16.74 <.0001 Error 703 5.424416E11 771609676 Corrected Total 795 1.73085E12 Root MSE 27778 R-Square 0.6866 Dependent Mean 147959 Adj R-Sq 0.6456 Coeff Var 18.77397 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 111167 12120 9.17 <.0001 1.742603E13 0 sexadm 1 7619.60212 6491.34025 1.17 0.2409 86527179863 0.05484 phd 1 4279.05746 5433.22889 0.79 0.4312 1592454981 0.02648 sex 1 754.11151 2918.11848 0.26 0.7962 18517780770 0.00699 r1 1 16240 28434 0.57 0.5681 2448640015 0.01743 r2 1 -2017.24146 3241.85725 -0.62 0.5340 2722999645 -0.01452 r3 1 -4662.83319 6262.52745 -0.74 0.4568 1029102321 -0.01710 r5 1 9395.40360 5330.17710 1.76 0.0784 3177799544 0.04296 r6 1 -7079.08685 9311.49801 -0.76 0.4474 33197541 -0.01691 yrsdegr 1 1090.11272 131.14006 8.31 <.0001 43445238143 0.20087 rank1 1 10991 3579.06001 3.07 0.0022 55256297448 0.11586 adm 1 15932 5743.33221 2.77 0.0057 17592684994 0.12934 dpts 1 12574 2944.36458 4.27 <.0001 32518575697 0.11177 yrsfull 1 -2766.87443 306.58377 -9.02 <.0001 1.922207E11 -0.34891 D1 1 -18808 10598 -1.77 0.0764 6560026553 -0.06157 D2 1 -19598 11695 -1.68 0.0942 3576193747 -0.05121 D3 1 -14492 11996 -1.21 0.2274 4693145597 -0.03628 D4 1 -24261 12675 -1.91 0.0560 3370077345 -0.05501 D5 1 -24459 10945 -2.23 0.0258 9533062805 -0.07361 D6 1 -29440 16286 -1.81 0.0711 3012769191 -0.04464 D7 1 127731 13671 9.34 <.0001 1.009572E11 0.25574 D8 1 135524 15106 8.97 <.0001 90061966382 0.22962 D9 1 72168 11697 6.17 <.0001 66652492209 0.18859 D10 1 -11208 16427 -0.68 0.4953 159705 -0.01700 D11 1 -13813 13166 -1.05 0.2945 377057410 -0.02955 D12 1 -20230 12366 -1.64 0.1023 1892404878 -0.04832 D13 1 -21672 11476 -1.89 0.0594 5989312601 -0.06109 D14 1 3514.65230 9808.76968 0.36 0.7202 200369737 0.01524 D15 1 16346 10068 1.62 0.1049 5576219002 0.06346 D16 1 27696 14370 1.93 0.0543 2554212586 0.05137 D17 1 10993 14213 0.77 0.4395 896997997 0.02039 D18 1 26996 9896.66043 2.73 0.0065 19728203127 0.11200 D19 1 24146 11943 2.02 0.0436 8804207196 0.06045 D20 1 25377 10069 2.52 0.0119 20151033934 0.09851 D21 1 35627 12571 2.83 0.0047 14654681119 0.08078 D22 1 23927 9579.88762 2.50 0.0127 32892272000 0.11599 D23 1 19842 15108 1.31 0.1895 4840214770 0.03362 D24 1 -39937 10104 -3.95 <.0001 30633008790 -0.16569 D25 1 -39706 12964 -3.06 0.0023 14151244726 -0.09484 D26 1 -21963 15116 -1.45 0.1467 582260894 -0.03721 D27 1 -17779 21455 -0.83 0.4076 72018146 -0.01909 D28 1 -30935 14606 -2.12 0.0345 5226905104 -0.05738 D29 1 -44232 14693 -3.01 0.0027 19319358826 -0.08856 D30 1 -51582 18247 -2.83 0.0048 8242237095 -0.06778 D31 1 -38846 29480 -1.32 0.1880 1478719882 -0.02951 D32 1 -13717 16350 -0.84 0.4018 235176964 -0.02080 D33 1 -18267 14076 -1.30 0.1948 5198840075 -0.03657 D35 1 62986 10801 5.83 <.0001 1.108081E11 0.25723 D36 1 -31777 12016 -2.64 0.0084 5365475945 -0.07955 D37 1 -11632 13037 -0.89 0.3726 167062704 -0.02488 D38 1 -22369 9553.34920 -2.34 0.0195 12159940134 -0.10844 D39 1 -35388 16422 -2.15 0.0315 2910396874 -0.05366 D40 1 -1560.15406 10324 -0.15 0.8799 441509987 -0.00560 D41 1 1863.73097 30018 0.06 0.9505 252706978 0.00142 D42 1 -20385 16348 -1.25 0.2128 969864115 -0.03091 D43 1 -4841.09148 13513 -0.36 0.7203 1911103 -0.00969 D44 1 -24929 18244 -1.37 0.1722 1226421270 -0.03276 D45 1 -7227.62732 13531 -0.53 0.5934 1162956 -0.01447 D46 1 40561 11522 3.52 0.0005 27502577746 0.11025 D47 1 20553 10371 1.98 0.0479 20738751742 0.07383 D48 1 -35196 15234 -2.31 0.0212 2612311732 -0.05963 D49 1 14716 13536 1.09 0.2773 4644899258 0.02946 D50 1 -20341 10601 -1.92 0.0554 1578018018 -0.06827 D51 1 -1304.87861 11980 -0.11 0.9133 1020881220 -0.00327 D52 1 -20239 16281 -1.24 0.2142 392111877 -0.03069 D53 1 -23258 10686 -2.18 0.0298 2766554799 -0.07613 D54 1 -14770 18548 -0.80 0.4261 100737844 -0.01941 D55 1 -4593.49661 16349 -0.28 0.7788 85625066 -0.00697 D56 1 1955.49527 13556 0.14 0.8853 1037226682 0.00392 D57 1 -18372 17086 -1.08 0.2826 222792565 -0.02786 D58 1 -15457 15095 -1.02 0.3062 173829206 -0.02619 D59 1 -10745 13507 -0.80 0.4266 2773828 -0.02151 D60 1 -6629.99056 29257 -0.23 0.8208 28650266 -0.00504 D61 1 6067.80562 12970 0.47 0.6400 2113017553 0.01298 D62 1 17933 12640 1.42 0.1564 8337072149 0.04066 D63 1 -2231.02604 29132 -0.08 0.9390 101906155 -0.00169 D64 1 -46611 16731 -2.79 0.0055 3400822091 -0.07068 D65 1 -27385 15157 -1.81 0.0712 1143094038 -0.04640 D66 1 -10668 12592 -0.85 0.3972 22320425 -0.02419 D67 1 -24636 18250 -1.35 0.1775 461901241 -0.03237 D68 1 -9097.39136 12564 -0.72 0.4693 69317136 -0.02063 D69 1 -66074 29197 -2.26 0.0239 2976448099 -0.05019 D70 1 -36913 29582 -1.25 0.2125 691498781 -0.02804 D71 1 -16182 29500 -0.55 0.5835 3653495 -0.01229 D72 1 -55219 40719 -1.36 0.1755 1046686617 -0.04195 D73 1 10498 12607 0.83 0.4053 4774846010 0.02380 D74 1 -10140 21674 -0.47 0.6400 59866643 -0.01089 D75 1 -25275 16367 -1.54 0.1230 486168829 -0.03833 D76 1 -28699 11196 -2.56 0.0106 4176555082 -0.08638 D77 1 30804 16329 1.89 0.0597 6661764237 0.04671 D78 1 -25332 21790 -1.16 0.2454 205837671 -0.02720 D79 1 1668.46947 16364 0.10 0.9188 823635816 0.00253 D80 1 -29636 12351 -2.40 0.0167 4442557495 -0.07744
Sex interacting with number of departments The REG Procedure Model: MODEL3 Dependent Variable: actual Number of Observations Read 796 Number of Observations Used 796 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 92 1.18764E12 12909126773 16.71 <.0001 Error 703 5.432099E11 772702591 Corrected Total 795 1.73085E12 Root MSE 27798 R-Square 0.6862 Dependent Mean 147959 Adj R-Sq 0.6451 Coeff Var 18.78726 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 112842 12962 8.71 <.0001 1.742603E13 0 sexdpts 1 3462.18467 5604.95015 0.62 0.5370 1.034843E11 0.04502 phd 1 4417.83522 5442.52389 0.81 0.4172 827371775 0.02734 sex 1 -2088.18530 7250.49306 -0.29 0.7734 12675614920 -0.01936 r1 1 16840 28448 0.59 0.5541 2398481665 0.01808 r2 1 -2124.36771 3245.23973 -0.65 0.5129 2209489531 -0.01529 r3 1 -4557.15572 6271.66264 -0.73 0.4677 2065603825 -0.01671 r5 1 9693.33553 5328.20801 1.82 0.0693 4432601977 0.04432 r6 1 -7944.01071 9300.96650 -0.85 0.3933 176555015 -0.01897 yrsdegr 1 1088.40283 131.22398 8.29 <.0001 40479733164 0.20055 rank1 1 10794 3578.98697 3.02 0.0027 56922242814 0.11377 adm 1 21581 3034.88998 7.11 <.0001 40928971590 0.17520 dpts 1 10092 4927.71501 2.05 0.0409 2533344479 0.08971 yrsfull 1 -2760.53705 306.82887 -9.00 <.0001 1.911572E11 -0.34811 D1 1 -18321 10595 -1.73 0.0842 6701684273 -0.05997 D2 1 -20118 11692 -1.72 0.0857 3410985627 -0.05257 D3 1 -14123 11999 -1.18 0.2396 4737371983 -0.03536 D4 1 -25292 12670 -2.00 0.0463 3674588998 -0.05735 D5 1 -23761 10937 -2.17 0.0302 9264755444 -0.07151 D6 1 -28614 16279 -1.76 0.0792 2995949891 -0.04339 D7 1 127558 13730 9.29 <.0001 98190153233 0.25539 D8 1 136528 15110 9.04 <.0001 90884510072 0.23132 D9 1 72179 11715 6.16 <.0001 65764208973 0.18861 D10 1 -11174 16438 -0.68 0.4969 157469 -0.01694 D11 1 -13665 13176 -1.04 0.3000 395518542 -0.02923 D12 1 -19493 12352 -1.58 0.1150 1961895730 -0.04656 D13 1 -21790 11493 -1.90 0.0584 6243082064 -0.06142 D14 1 3839.10514 9811.13731 0.39 0.6957 206548039 0.01665 D15 1 16580 10073 1.65 0.1002 5587919760 0.06436 D16 1 28541 14375 1.99 0.0475 2667929091 0.05294 D17 1 11970 14189 0.84 0.3992 850387785 0.02220 D18 1 27283 9902.04969 2.76 0.0060 19978043865 0.11319 D19 1 24602 11943 2.06 0.0398 8824684398 0.06159 D20 1 25844 10066 2.57 0.0104 20067585156 0.10033 D21 1 36288 12562 2.89 0.0040 14544087327 0.08228 D22 1 24248 9581.55590 2.53 0.0116 32873537644 0.11755 D23 1 20461 15112 1.35 0.1762 4921993109 0.03467 D24 1 -39506 10104 -3.91 0.0001 30524815804 -0.16390 D25 1 -38790 12945 -3.00 0.0028 14112835890 -0.09265 D26 1 -21235 15114 -1.41 0.1605 652533032 -0.03598 D27 1 -16287 21422 -0.76 0.4473 70132852 -0.01749 D28 1 -30267 14606 -2.07 0.0386 5137558627 -0.05614 D29 1 -44246 14715 -3.01 0.0027 19874405732 -0.08859 D30 1 -50751 18250 -2.78 0.0056 8093062639 -0.06669 D31 1 -43786 29278 -1.50 0.1352 1666016325 -0.03326 D32 1 -13795 16362 -0.84 0.3994 224070485 -0.02092 D33 1 -17727 14075 -1.26 0.2083 5331964479 -0.03549 D35 1 63227 10806 5.85 <.0001 1.097499E11 0.25822 D36 1 -31176 12010 -2.60 0.0096 5477052851 -0.07805 D37 1 -11137 13039 -0.85 0.3933 160012268 -0.02382 D38 1 -22082 9556.30172 -2.31 0.0211 12187061335 -0.10705 D39 1 -35539 16433 -2.16 0.0309 2934746132 -0.05389 D40 1 -1268.74001 10328 -0.12 0.9023 385452307 -0.00456 D41 1 4964.63745 30130 0.16 0.8692 349526843 0.00377 D42 1 -19587 16342 -1.20 0.2311 960031563 -0.02970 D43 1 -5296.86230 13522 -0.39 0.6954 6866628 -0.01061 D44 1 -24306 18246 -1.33 0.1833 1243955224 -0.03194 D45 1 -6174.79740 13505 -0.46 0.6477 498897 -0.01236 D46 1 40875 11526 3.55 0.0004 27372328372 0.11110 D47 1 21042 10367 2.03 0.0428 20628350767 0.07559 D48 1 -34794 15241 -2.28 0.0227 2686049662 -0.05895 D49 1 14172 13555 1.05 0.2961 4399664460 0.02837 D50 1 -20177 10608 -1.90 0.0576 1672836003 -0.06772 D51 1 -758.09643 11976 -0.06 0.9495 981491218 -0.00190 D52 1 -21089 16298 -1.29 0.1961 463530657 -0.03198 D53 1 -22677 10690 -2.12 0.0342 2724993958 -0.07423 D54 1 -14400 18561 -0.78 0.4381 100831841 -0.01892 D55 1 -3762.00744 16343 -0.23 0.8180 86214110 -0.00570 D56 1 2056.64449 13565 0.15 0.8795 1004989172 0.00412 D57 1 -17988 17118 -1.05 0.2937 205360455 -0.02728 D58 1 -14775 15093 -0.98 0.3280 174722035 -0.02503 D59 1 -10396 13516 -0.77 0.4421 7643115 -0.02081 D60 1 -5923.59933 29273 -0.20 0.8397 22737562 -0.00450 D61 1 6765.17745 13018 0.52 0.6035 2272574739 0.01447 D62 1 18505 12636 1.46 0.1435 8178844242 0.04196 D63 1 -2034.16899 29152 -0.07 0.9444 99719211 -0.00155 D64 1 -44126 16747 -2.63 0.0086 3116594794 -0.06691 D65 1 -26644 15152 -1.76 0.0791 1128074450 -0.04514 D66 1 -11088 12620 -0.88 0.3799 8013532 -0.02514 D67 1 -24029 18255 -1.32 0.1885 476962391 -0.03158 D68 1 -8366.52894 12559 -0.67 0.5055 72644078 -0.01897 D69 1 -64010 29172 -2.19 0.0285 2883955902 -0.04862 D70 1 -35212 29572 -1.19 0.2342 654172269 -0.02675 D71 1 -15951 29628 -0.54 0.5905 7698269 -0.01212 D72 1 -54742 40748 -1.34 0.1796 1055332860 -0.04158 D73 1 10135 12616 0.80 0.4220 4540532095 0.02298 D74 1 -11797 21627 -0.55 0.5856 26128935 -0.01267 D75 1 -24122 16338 -1.48 0.1403 468958416 -0.03658 D76 1 -27875 11222 -2.48 0.0132 4058536762 -0.08390 D77 1 31516 16333 1.93 0.0541 6701996496 0.04779 D78 1 -23275 21795 -1.07 0.2859 154167999 -0.02499 D79 1 2220.70951 16371 0.14 0.8921 834853667 0.00337 D80 1 -28719 12338 -2.33 0.0202 4186647365 -0.07505
Sex interacting with rank at first hire The REG Procedure Model: MODEL4 Dependent Variable: actual Number of Observations Read 796 Number of Observations Used 796 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 92 1.189255E12 12926688813 16.78 <.0001 Error 703 5.415942E11 770404287 Corrected Total 795 1.73085E12 Root MSE 27756 R-Square 0.6871 Dependent Mean 147959 Adj R-Sq 0.6461 Coeff Var 18.75930 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 105837 12344 8.57 <.0001 1.742603E13 0 sexrnk1 1 -7690.51475 4883.56680 -1.57 0.1158 17220419189 -0.08208 phd 1 4865.97472 5442.26780 0.89 0.3716 5038423777 0.03012 sex 1 6496.19008 3892.48965 1.67 0.0956 98097237441 0.06022 r1 1 20719 28489 0.73 0.4673 3319021132 0.02224 r2 1 -2024.87130 3239.16123 -0.63 0.5321 3963264595 -0.01457 r3 1 -4978.63327 6259.85034 -0.80 0.4267 2238525191 -0.01826 r5 1 10070 5325.84155 1.89 0.0591 4862721289 0.04604 r6 1 -8091.32311 9285.97778 -0.87 0.3839 97657813 -0.01933 yrsdegr 1 1082.71418 131.04460 8.26 <.0001 24322044033 0.19950 rank1 1 16566 5106.24543 3.24 0.0012 3561545428 0.17462 adm 1 21485 3029.78652 7.09 <.0001 73456864500 0.17442 dpts 1 12563 2941.91806 4.27 <.0001 33358703348 0.11168 yrsfull 1 -2760.09647 306.33985 -9.01 <.0001 1.932275E11 -0.34805 D1 1 -17383 10586 -1.64 0.1010 5976393099 -0.05690 D2 1 -21282 11683 -1.82 0.0689 4783916748 -0.05561 D3 1 -13776 11981 -1.15 0.2506 4815889950 -0.03449 D4 1 -24139 12660 -1.91 0.0570 3171609523 -0.05473 D5 1 -23052 10930 -2.11 0.0353 8866532477 -0.06938 D6 1 -28666 16254 -1.76 0.0782 3148619575 -0.04347 D7 1 128275 13650 9.40 <.0001 99779538618 0.25683 D8 1 135681 15085 8.99 <.0001 88512958143 0.22988 D9 1 72609 11684 6.21 <.0001 65996924359 0.18974 D10 1 -13365 16473 -0.81 0.4175 36953743 -0.02027 D11 1 -12877 13158 -0.98 0.3281 362900476 -0.02754 D12 1 -19033 12322 -1.54 0.1229 1972216863 -0.04546 D13 1 -20999 11470 -1.83 0.0676 6016886394 -0.05919 D14 1 4134.41480 9797.81686 0.42 0.6732 180408005 0.01793 D15 1 16756 10058 1.67 0.0962 5380222279 0.06505 D16 1 28521 14350 1.99 0.0473 2483966447 0.05290 D17 1 12250 14158 0.87 0.3872 845790699 0.02272 D18 1 27476 9888.17400 2.78 0.0056 19415320845 0.11399 D19 1 25160 11929 2.11 0.0353 8870788134 0.06299 D20 1 26490 10055 2.63 0.0086 20337891695 0.10283 D21 1 37067 12546 2.95 0.0032 14820980877 0.08404 D22 1 24770 9570.95927 2.59 0.0099 32913036845 0.12008 D23 1 21164 15097 1.40 0.1614 4979232115 0.03586 D24 1 -38825 10097 -3.85 0.0001 30312098195 -0.16108 D25 1 -38380 12927 -2.97 0.0031 14318183665 -0.09167 D26 1 -19260 15092 -1.28 0.2023 453062042 -0.03263 D27 1 -16508 21388 -0.77 0.4405 82820493 -0.01772 D28 1 -30017 14585 -2.06 0.0400 5290664114 -0.05568 D29 1 -42678 14696 -2.90 0.0038 19047108737 -0.08545 D30 1 -50795 18222 -2.79 0.0055 8326988131 -0.06675 D31 1 -39463 29318 -1.35 0.1787 1326305696 -0.02998 D32 1 -14366 16339 -0.88 0.3795 296489035 -0.02178 D33 1 -16875 14056 -1.20 0.2303 5176427938 -0.03379 D35 1 63999 10795 5.93 <.0001 1.109991E11 0.26137 D36 1 -30376 11984 -2.53 0.0115 5175165038 -0.07604 D37 1 -10426 13027 -0.80 0.4238 140980729 -0.02230 D38 1 -21717 9544.14677 -2.28 0.0232 12315212741 -0.10528 D39 1 -36353 16414 -2.21 0.0271 3221805078 -0.05513 D40 1 -1060.65427 10307 -0.10 0.9181 352413267 -0.00381 D41 1 7192.41899 30069 0.24 0.8110 386690815 0.00546 D42 1 -18707 16325 -1.15 0.2522 898333568 -0.02837 D43 1 -5516.08820 13502 -0.41 0.6830 19512273 -0.01104 D44 1 -22974 18229 -1.26 0.2080 1127697982 -0.03019 D45 1 -5938.35582 13484 -0.44 0.6598 1676498 -0.01189 D46 1 40913 11508 3.56 0.0004 26870485032 0.11121 D47 1 22033 10365 2.13 0.0339 21370941862 0.07915 D48 1 -33334 15228 -2.19 0.0289 2417954217 -0.05648 D49 1 15180 13532 1.12 0.2623 4650151692 0.03039 D50 1 -19942 10591 -1.88 0.0601 1713500794 -0.06693 D51 1 -840.55852 11955 -0.07 0.9440 886087959 -0.00210 D52 1 -20858 16264 -1.28 0.2001 473589697 -0.03163 D53 1 -22583 10672 -2.12 0.0347 2928207087 -0.07392 D54 1 -15247 18538 -0.82 0.4111 158292980 -0.02004 D55 1 -2469.31075 16336 -0.15 0.8799 122579756 -0.00374 D56 1 2935.17984 13557 0.22 0.8287 1073806096 0.00588 D57 1 -18775 17074 -1.10 0.2719 287058467 -0.02847 D58 1 -13902 15080 -0.92 0.3569 149112230 -0.02355 D59 1 -9207.30011 13493 -0.68 0.4952 306355 -0.01843 D60 1 -1708.88762 29300 -0.06 0.9535 83369981 -0.00130 D61 1 6372.74350 12961 0.49 0.6231 1996318366 0.01363 D62 1 18435 12612 1.46 0.1443 7912996000 0.04180 D63 1 -951.90215 29117 -0.03 0.9739 111422139 -0.00072309 D64 1 -43481 16690 -2.61 0.0094 3115920359 -0.06593 D65 1 -26054 15132 -1.72 0.0855 1121995880 -0.04414 D66 1 -9402.29478 12608 -0.75 0.4561 39539380 -0.02132 D67 1 -24743 18229 -1.36 0.1751 570560753 -0.03251 D68 1 -7420.77377 12555 -0.59 0.5547 104018883 -0.01683 D69 1 -64799 29130 -2.22 0.0264 3004446500 -0.04922 D70 1 -36426 29536 -1.23 0.2179 737311945 -0.02767 D71 1 -12822 29429 -0.44 0.6632 8904.65479 -0.00974 D72 1 -58436 40767 -1.43 0.1522 1268715894 -0.04439 D73 1 10245 12585 0.81 0.4159 4397137628 0.02323 D74 1 -10767 21603 -0.50 0.6184 36316689 -0.01156 D75 1 -23615 16292 -1.45 0.1477 454128661 -0.03581 D76 1 -27311 11201 -2.44 0.0150 3991430745 -0.08220 D77 1 32213 16316 1.97 0.0487 6823317327 0.04885 D78 1 -22903 21748 -1.05 0.2927 155557884 -0.02459 D79 1 1350.70346 16354 0.08 0.9342 679553217 0.00205 D80 1 -27582 12342 -2.23 0.0257 3847597022 -0.07208
Sex interacting with Full Professor The REG Procedure Model: MODEL5 Dependent Variable: actual Number of Observations Read 796 Number of Observations Used 796 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 92 1.192018E12 12956714073 16.90 <.0001 Error 703 5.388319E11 766474950 Corrected Total 795 1.73085E12 Root MSE 27685 R-Square 0.6887 Dependent Mean 147959 Adj R-Sq 0.6479 Coeff Var 18.71140 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 103812 12288 8.45 <.0001 1.742603E13 0 sexyrsfu 1 -989.50407 400.75153 -2.47 0.0138 68855213435 -0.12905 phd 1 4872.62254 5420.65799 0.90 0.3690 6858342412 0.03016 sex 1 10204 4250.35970 2.40 0.0166 1.795038E11 0.09459 r1 1 22951 28424 0.81 0.4197 2441718266 0.02464 r2 1 -2214.67208 3231.34139 -0.69 0.4933 1863294181 -0.01594 r3 1 -5076.26357 6243.30298 -0.81 0.4165 2390176666 -0.01862 r5 1 10180 5310.44865 1.92 0.0556 4297338932 0.04655 r6 1 -9014.55568 9273.50589 -0.97 0.3313 535637977 -0.02153 yrsdegr 1 1069.35267 130.87872 8.17 <.0001 17424394658 0.19704 rank1 1 10978 3564.79781 3.08 0.0022 3710790201 0.11572 adm 1 21619 3020.09051 7.16 <.0001 77636294190 0.17551 dpts 1 12496 2934.37666 4.26 <.0001 33373057713 0.11108 yrsfull 1 -2042.87014 422.57455 -4.83 <.0001 65336798975 -0.25761 D1 1 -17673 10550 -1.68 0.0943 6078250151 -0.05785 D2 1 -21453 11647 -1.84 0.0659 4346629053 -0.05606 D3 1 -13930 11950 -1.17 0.2441 4693121072 -0.03487 D4 1 -24964 12614 -1.98 0.0482 3463519012 -0.05660 D5 1 -22598 10903 -2.07 0.0386 8307404422 -0.06801 D6 1 -30178 16226 -1.86 0.0633 3380562308 -0.04576 D7 1 127710 13618 9.38 <.0001 99801907867 0.25570 D8 1 134783 15054 8.95 <.0001 88277145271 0.22836 D9 1 72389 11654 6.21 <.0001 66437186353 0.18916 D10 1 -16989 16541 -1.03 0.3047 102171853 -0.02576 D11 1 -13639 13119 -1.04 0.2989 410209725 -0.02917 D12 1 -18857 12291 -1.53 0.1254 1840238827 -0.04504 D13 1 -21021 11438 -1.84 0.0665 5900722588 -0.05926 D14 1 3800.47245 9771.42290 0.39 0.6974 183419807 0.01648 D15 1 16511 10032 1.65 0.1002 5488799229 0.06410 D16 1 27867 14314 1.95 0.0520 2421440360 0.05169 D17 1 11802 14123 0.84 0.4036 850472755 0.02189 D18 1 27095 9861.83763 2.75 0.0062 19396327067 0.11241 D19 1 25449 11899 2.14 0.0328 9172999928 0.06371 D20 1 26372 10025 2.63 0.0087 20564768346 0.10238 D21 1 36033 12509 2.88 0.0041 14371672383 0.08170 D22 1 24298 9542.21889 2.55 0.0111 32560845720 0.11779 D23 1 21183 15054 1.41 0.1598 5033721789 0.03589 D24 1 -39171 10064 -3.89 0.0001 30395514918 -0.16251 D25 1 -39092 12893 -3.03 0.0025 14511148507 -0.09337 D26 1 -19811 15030 -1.32 0.1879 491101736 -0.03357 D27 1 -16794 21333 -0.79 0.4314 76762013 -0.01803 D28 1 -29800 14549 -2.05 0.0409 5095953344 -0.05527 D29 1 -43430 14641 -2.97 0.0031 19423522320 -0.08696 D30 1 -51122 18176 -2.81 0.0051 8317476901 -0.06718 D31 1 -37182 29248 -1.27 0.2041 1227330569 -0.02824 D32 1 -13600 16295 -0.83 0.4042 223621476 -0.02062 D33 1 -17392 14014 -1.24 0.2150 5257733828 -0.03482 D35 1 64136 10765 5.96 <.0001 1.123821E11 0.26193 D36 1 -29877 11956 -2.50 0.0127 4743235091 -0.07480 D37 1 -10782 12987 -0.83 0.4067 144891664 -0.02306 D38 1 -22149 9517.61476 -2.33 0.0202 12436414830 -0.10738 D39 1 -36638 16370 -2.24 0.0255 3120030045 -0.05556 D40 1 -1664.36241 10283 -0.16 0.8715 322432180 -0.00598 D41 1 9892.96913 30010 0.33 0.7418 487682413 0.00751 D42 1 -18659 16279 -1.15 0.2521 863566291 -0.02829 D43 1 -5234.54131 13466 -0.39 0.6976 5788684 -0.01048 D44 1 -23149 18173 -1.27 0.2031 1114782250 -0.03042 D45 1 -5913.42039 13449 -0.44 0.6603 488.54907 -0.01184 D46 1 40421 11480 3.52 0.0005 26783909458 0.10987 D47 1 21842 10327 2.11 0.0348 21514555127 0.07846 D48 1 -33979 15173 -2.24 0.0254 2495084645 -0.05757 D49 1 14520 13490 1.08 0.2821 4541612212 0.02907 D50 1 -20255 10564 -1.92 0.0556 1659496456 -0.06798 D51 1 -1499.30327 11929 -0.13 0.9000 853772950 -0.00375 D52 1 -23133 16251 -1.42 0.1550 629641512 -0.03508 D53 1 -22473 10645 -2.11 0.0351 2703326648 -0.07356 D54 1 -15873 18493 -0.86 0.3910 161932641 -0.02086 D55 1 -2373.15995 16285 -0.15 0.8842 139371441 -0.00360 D56 1 3053.99504 13517 0.23 0.8213 1160605751 0.00611 D57 1 -23087 17130 -1.35 0.1782 574337823 -0.03501 D58 1 -14700 15032 -0.98 0.3284 176954213 -0.02491 D59 1 -9252.12326 13452 -0.69 0.4918 28821 -0.01852 D60 1 679.71544 29237 0.02 0.9815 135507140 0.00051633 D61 1 6256.54691 12927 0.48 0.6285 2073003033 0.01338 D62 1 17504 12588 1.39 0.1648 7659645176 0.03969 D63 1 596.93922 29054 0.02 0.9836 154181764 0.00045345 D64 1 -42674 16646 -2.56 0.0106 2875250320 -0.06471 D65 1 -26797 15090 -1.78 0.0762 1168709115 -0.04540 D66 1 -8767.94447 12573 -0.70 0.4858 85963483 -0.01988 D67 1 -25984 18194 -1.43 0.1537 619368026 -0.03414 D68 1 -8493.16724 12508 -0.68 0.4974 70043745 -0.01926 D69 1 -66199 29065 -2.28 0.0230 3108283616 -0.05029 D70 1 -35875 29453 -1.22 0.2236 683284864 -0.02725 D71 1 -12884 29348 -0.44 0.6608 48687 -0.00979 D72 1 -62040 40698 -1.52 0.1279 1416139639 -0.04713 D73 1 9462.32005 12550 0.75 0.4511 4239625721 0.02145 D74 1 -10072 21546 -0.47 0.6403 55001999 -0.01081 D75 1 -23507 16251 -1.45 0.1485 406248656 -0.03565 D76 1 -27856 11156 -2.50 0.0128 4069102846 -0.08384 D77 1 31958 16268 1.96 0.0499 6854535632 0.04846 D78 1 -26173 21703 -1.21 0.2283 280221972 -0.02810 D79 1 1388.85729 16308 0.09 0.9322 716832508 0.00211 D80 1 -28080 12291 -2.28 0.0226 4000664712 -0.07338