2001-02 Faculty Equity Regression Model ---------------------- Assistant Salary Replaced by Dept Dummy Vars Model: Full professors: With terms interacting with sex
Sex interacting with Salary
Model: MODEL1 Dependent Variable: ACTUAL Analysis of Variance Sum of Mean Source DF Squares Square F Value Prob>F Model 95 470944098338 4957306298.3 15.314 0.0001 Error 811 262528638229 323709788.2 C Total 906 733472736567 Root MSE 17991.93676 R-square 0.6421 Dep Mean 101227.81477 Adj R-sq 0.6001 C.V. 17.77371 Parameter Estimates Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Estimate INTERCEP 1 86715 6591.9187295 13.155 0.0001 0.00000000 PHD 1 9140.767678 3780.1646119 2.418 0.0158 0.08464913 SEX 1 -3661.105137 8810.3620349 -0.416 0.6779 -0.04392698 R1 1 -1470.740615 18330.714244 -0.080 0.9361 -0.00171634 R3 1 -951.726395 5071.3778227 -0.188 0.8512 -0.00426820 R4 1 1610.620690 2368.6231107 0.680 0.4967 0.01559876 R5 1 4061.047065 4812.5293976 0.844 0.3990 0.01936698 YRSDEGR 1 440.926495 84.95550557 5.190 0.0001 0.12171353 RANK1 1 6515.277391 2124.1437206 3.067 0.0022 0.10916277 ADM 1 22135 1982.2652907 11.166 0.0001 0.25108384 DPTS 1 5010.934797 720.41321163 6.956 0.0001 0.17528270 YRSFULL 1 -1822.081619 165.31538876 -11.022 0.0001 -0.40149832 SEXSAL 1 0.094276 0.16004369 0.589 0.5560 0.07834605 C2 1 -20169 7547.4725838 -2.672 0.0077 -0.07029899 C3 1 -13131 5936.3243555 -2.212 0.0272 -0.07103602 C4 1 -11854 5514.7882673 -2.150 0.0319 -0.07454905 C5 1 -21644 8206.4096710 -2.637 0.0085 -0.06660581 C6 1 -16659 7051.9558871 -2.362 0.0184 -0.06412333 C7 1 -18526 5740.9317691 -3.227 0.0013 -0.11071840 C8 1 53768 10576.307744 5.084 0.0001 0.18740737 C9 1 8307.718419 6122.1401878 1.357 0.1752 0.04393520 C10 1 35847 9387.3693500 3.819 0.0001 0.14403011 C11 1 11325 7335.0574895 1.544 0.1230 0.05703439 C12 1 -8189.975984 10171.629407 -0.805 0.4210 -0.01908362 C13 1 -9014.473746 6906.6882238 -1.305 0.1922 -0.03621987 C14 1 -21304 7549.6508242 -2.822 0.0049 -0.07425527 C15 1 -1342.326672 8833.8300208 -0.152 0.8793 -0.00382649 C16 1 -21868 10064.127560 -2.173 0.0301 -0.05095437 C17 1 -16937 10176.383908 -1.664 0.0964 -0.03946553 C18 1 -2031.029682 7577.1195790 -0.268 0.7887 -0.00707913 C19 1 11980 6900.6113376 1.736 0.0829 0.05545646 C20 1 2174.440279 5852.0659876 0.372 0.7103 0.01227264 C21 1 2382.124521 5646.4256835 0.422 0.6732 0.01947393 C22 1 11040 7308.5948360 1.511 0.1313 0.04054032 C23 1 8182.753399 6427.3635112 1.273 0.2033 0.03902324 C24 1 11074 6304.8860553 1.756 0.0794 0.05576739 C25 1 -4220.110629 8876.2941178 -0.475 0.6346 -0.01203002 C26 1 919.055918 5229.7563296 0.176 0.8605 0.00694349 C27 1 1876.167634 7412.9585448 0.253 0.8003 0.00688925 C28 1 -22563 7289.7692100 -3.095 0.0020 -0.08684479 C29 1 -19951 7121.9928803 -2.801 0.0052 -0.10551041 C30 1 -10391 19114.670623 -0.544 0.5869 -0.01212634 C31 1 -8209.044595 14069.271202 -0.583 0.5597 -0.01354055 C32 1 -29225 6445.6274798 -4.534 0.0001 -0.15810246 C33 1 -16699 9954.5674021 -1.677 0.0938 -0.04347830 C34 1 -23903 9223.0823513 -2.592 0.0097 -0.06223554 C35 1 24823 18675.088358 1.329 0.1841 0.02896872 C36 1 -15776 9151.4141109 -1.724 0.0851 -0.04497240 C37 1 -21114 7845.7625468 -2.691 0.0073 -0.06942405 C38 1 23839 7444.2524736 3.202 0.0014 0.13178983 C39 1 -22955 11281.328194 -2.035 0.0422 -0.04634780 C40 1 -19539 7527.2207981 -2.596 0.0096 -0.06810469 C41 1 -36950 13670.109680 -2.703 0.0070 -0.06094789 C42 1 -14238 8108.1768434 -1.756 0.0795 -0.04381532 C43 1 -14704 8174.1735063 -1.799 0.0724 -0.04524986 C44 1 -16351 7445.4248557 -2.196 0.0284 -0.05699052 C45 1 -22553 10245.793765 -2.201 0.0280 -0.05255142 C46 1 -20058 13854.178875 -1.448 0.1481 -0.03308580 C47 1 -17212 5955.3582735 -2.890 0.0040 -0.10099639 C48 1 -18658 18681.744236 -0.999 0.3182 -0.02177398 C49 1 -32464 8672.3374972 -3.743 0.0002 -0.09254316 C50 1 -8553.331064 9389.0759307 -0.911 0.3626 -0.02227040 C51 1 -23026 7611.2340158 -3.025 0.0026 -0.08025567 C52 1 -20617 8262.8616928 -2.495 0.0128 -0.06344457 C53 1 -18415 8184.7413182 -2.250 0.0247 -0.05666871 C54 1 -12394 10164.415013 -1.219 0.2231 -0.02887843 C55 1 -16407 6020.5215262 -2.725 0.0066 -0.08876156 C56 1 -31389 10343.091818 -3.035 0.0025 -0.07314065 C57 1 -20756 5496.0307624 -3.777 0.0002 -0.15338409 C58 1 3536.653311 8649.0272816 0.409 0.6827 0.01008173 C59 1 -20268 8297.7724298 -2.443 0.0148 -0.06237169 C60 1 -26390 9351.3949005 -2.822 0.0049 -0.06871252 C61 1 -8770.091859 7526.6824509 -1.165 0.2443 -0.03056806 C62 1 -3488.279067 5508.3701292 -0.633 0.5267 -0.02228684 C63 1 -17916 10373.985235 -1.727 0.0845 -0.04174622 C64 1 -20267 19044.381991 -1.064 0.2876 -0.02365116 C65 1 -17281 10158.330117 -1.701 0.0893 -0.04026757 C66 1 -19066 9572.6397006 -1.992 0.0467 -0.04964209 C67 1 -7190.135103 7886.1266722 -0.912 0.3622 -0.02364102 C68 1 -3503.543695 11316.324445 -0.310 0.7569 -0.00707386 C69 1 -11904 7255.9977045 -1.641 0.1013 -0.04370968 C70 1 -2847.970967 5643.9120777 -0.505 0.6140 -0.01671147 C71 1 7093.532365 9351.8893518 0.759 0.4484 0.01846950 C72 1 -18791 11331.104774 -1.658 0.0976 -0.03794068 C73 1 -20141 11467.755920 -1.756 0.0794 -0.04066616 C74 1 -30488 18679.427097 -1.632 0.1030 -0.03557981 C75 1 -15312 11467.567868 -1.335 0.1822 -0.03091588 C76 1 -13369 11438.666592 -1.169 0.2429 -0.02699243 C77 1 -1353.179855 18586.307150 -0.073 0.9420 -0.00157915 C78 1 -16466 7758.6684533 -2.122 0.0341 -0.05414150 C79 1 712.805643 6665.2018169 0.107 0.9149 0.00297931 C80 1 -10099 7544.3999096 -1.339 0.1811 -0.03519829 C81 1 13860 9293.3610834 1.491 0.1362 0.03608787 C82 1 -18810 18668.992677 -1.008 0.3140 -0.02195133 C83 1 -13700 9239.3487422 -1.483 0.1385 -0.03567151 C84 1 -24991 7028.7149954 -3.555 0.0004 -0.11917892
Sex interacting with Years from Degree
Model: MODEL2 Dependent Variable: ACTUAL Analysis of Variance Sum of Mean Source DF Squares Square F Value Prob>F Model 95 472039309134 4968834833 15.414 0.0001 Error 811 261433427433 322359343.32 C Total 906 733472736567 Root MSE 17954.36836 R-square 0.6436 Dep Mean 101227.81477 Adj R-sq 0.6018 C.V. 17.73660 Parameter Estimates Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Estimate INTERCEP 1 77431 8238.6668840 9.399 0.0001 0.00000000 PHD 1 9091.662137 3770.6968777 2.411 0.0161 0.08419438 SEX 1 13033 6343.9219909 2.054 0.0403 0.15637815 R1 1 -1199.133766 18293.012070 -0.066 0.9478 -0.00139938 R3 1 -894.937946 5046.8300792 -0.177 0.8593 -0.00401352 R4 1 1426.953706 2365.6180404 0.603 0.5465 0.01381995 R5 1 3833.576798 4802.1562189 0.798 0.4249 0.01828218 YRSDEGR 1 872.725149 238.04482513 3.666 0.0003 0.24090741 RANK1 1 6981.493102 2132.4844561 3.274 0.0011 0.11697417 ADM 1 22270 1978.4292759 11.257 0.0001 0.25262184 DPTS 1 5018.991263 718.90502324 6.981 0.0001 0.17556452 YRSFULL 1 -1884.465098 167.87114889 -11.226 0.0001 -0.41524461 SEXYRSD 1 -488.220593 252.25287526 -1.935 0.0533 -0.19906839 C2 1 -20393 7524.5614461 -2.710 0.0069 -0.07108124 C3 1 -13863 5820.7755752 -2.382 0.0175 -0.07499791 C4 1 -12223 5506.3644496 -2.220 0.0267 -0.07686570 C5 1 -23065 8115.1937307 -2.842 0.0046 -0.07097796 C6 1 -16710 7018.3174422 -2.381 0.0175 -0.06431759 C7 1 -19350 5607.9703610 -3.450 0.0006 -0.11563788 C8 1 57707 7462.1653584 7.733 0.0001 0.20113803 C9 1 9061.340736 5918.7438074 1.531 0.1262 0.04792072 C10 1 39251 6851.6585117 5.729 0.0001 0.15770730 C11 1 14038 6060.0536708 2.317 0.0208 0.07069757 C12 1 -9048.689847 10088.237424 -0.897 0.3700 -0.02108453 C13 1 -9816.681035 6860.0572932 -1.431 0.1528 -0.03944311 C14 1 -20846 7490.6533883 -2.783 0.0055 -0.07265974 C15 1 -2099.474260 8775.1401645 -0.239 0.8110 -0.00598485 C16 1 -22305 10001.269736 -2.230 0.0260 -0.05197281 C17 1 -17639 10072.730119 -1.751 0.0803 -0.04110151 C18 1 -1366.186723 7480.8785195 -0.183 0.8551 -0.00476183 C19 1 13023 6365.3999300 2.046 0.0411 0.06028693 C20 1 2594.683339 5736.6345533 0.452 0.6512 0.01464451 C21 1 3209.151333 5243.9801375 0.612 0.5407 0.02623489 C22 1 11798 7205.3240956 1.637 0.1019 0.04332153 C23 1 8933.980099 6211.4982945 1.438 0.1507 0.04260581 C24 1 11616 6079.6805739 1.911 0.0564 0.05849761 C25 1 -2951.362076 8609.2797143 -0.343 0.7318 -0.00841327 C26 1 1028.662160 5186.8599396 0.198 0.8428 0.00777157 C27 1 2520.393838 7194.7172955 0.350 0.7262 0.00925484 C28 1 -23373 7192.7629598 -3.250 0.0012 -0.08996389 C29 1 -21080 6792.4646358 -3.103 0.0020 -0.11148290 C30 1 -5074.250948 19290.188409 -0.263 0.7926 -0.00592162 C31 1 -9067.014227 13948.566065 -0.650 0.5159 -0.01495574 C32 1 -30751 6117.2239534 -5.027 0.0001 -0.16635717 C33 1 -17874 9685.6771185 -1.845 0.0653 -0.04653781 C34 1 -24577 9174.2476984 -2.679 0.0075 -0.06399153 C35 1 23596 18602.765677 1.268 0.2050 0.02753630 C36 1 -16939 8958.3132648 -1.891 0.0590 -0.04828810 C37 1 -20861 7830.1575085 -2.664 0.0079 -0.06858909 C38 1 26070 5786.2531131 4.505 0.0001 0.14412243 C39 1 -23137 11255.159316 -2.056 0.0401 -0.04671547 C40 1 -20040 7451.3338267 -2.689 0.0073 -0.06985005 C41 1 -39072 13494.213007 -2.895 0.0039 -0.06444784 C42 1 -14286 8089.2947612 -1.766 0.0778 -0.04396308 C43 1 -15482 8103.8930096 -1.910 0.0564 -0.04764446 C44 1 -16962 7425.6526140 -2.284 0.0226 -0.05911917 C45 1 -23520 10032.178673 -2.344 0.0193 -0.05480529 C46 1 -23154 13785.637042 -1.680 0.0934 -0.03819188 C47 1 -18415 5801.2640925 -3.174 0.0016 -0.10805481 C48 1 -18995 18578.557571 -1.022 0.3069 -0.02216694 C49 1 -33429 8557.7626963 -3.906 0.0001 -0.09529356 C50 1 -9406.886911 9258.0360878 -1.016 0.3099 -0.02449281 C51 1 -24322 7456.7999514 -3.262 0.0012 -0.08477408 C52 1 -21297 8147.1758799 -2.614 0.0091 -0.06553714 C53 1 -19115 8145.3741847 -2.347 0.0192 -0.05882314 C54 1 -14139 10088.152614 -1.402 0.1614 -0.03294456 C55 1 -17463 5832.4269898 -2.994 0.0028 -0.09447360 C56 1 -31995 10216.986574 -3.132 0.0018 -0.07455326 C57 1 -21988 5215.9490461 -4.215 0.0001 -0.16248705 C58 1 3386.409489 8630.1729727 0.392 0.6949 0.00965343 C59 1 -21279 8119.7855756 -2.621 0.0089 -0.06548245 C60 1 -26096 9333.2242864 -2.796 0.0053 -0.06794586 C61 1 -10005 7492.0798861 -1.335 0.1821 -0.03487247 C62 1 -3838.497148 5474.3775761 -0.701 0.4834 -0.02452441 C63 1 -18722 10222.972904 -1.831 0.0674 -0.04362533 C64 1 -27826 19357.483525 -1.437 0.1510 -0.03247307 C65 1 -18355 10086.838661 -1.820 0.0692 -0.04276905 C66 1 -20309 9325.7010897 -2.178 0.0297 -0.05287932 C67 1 -8319.709038 7782.1566344 -1.069 0.2854 -0.02735504 C68 1 -4268.373878 11290.810954 -0.378 0.7055 -0.00861810 C69 1 -12067 7241.0215367 -1.666 0.0960 -0.04431011 C70 1 -2926.165640 5631.0208770 -0.520 0.6034 -0.01717030 C71 1 7600.409409 9182.5044918 0.828 0.4081 0.01978926 C72 1 -19687 11293.691187 -1.743 0.0817 -0.03974907 C73 1 -21759 11337.919389 -1.919 0.0553 -0.04393215 C74 1 -31524 18598.020644 -1.695 0.0905 -0.03678861 C75 1 -16275 11321.049253 -1.438 0.1509 -0.03285948 C76 1 -13494 11413.722987 -1.182 0.2375 -0.02724430 C77 1 -2329.173869 18555.051448 -0.126 0.9001 -0.00271813 C78 1 -16556 7741.5879074 -2.139 0.0328 -0.05443644 C79 1 483.735151 6652.4452972 0.073 0.9421 0.00202187 C80 1 -10951 7539.1604271 -1.453 0.1467 -0.03817058 C81 1 14036 9202.2546118 1.525 0.1276 0.03654683 C82 1 -20209 18604.413935 -1.086 0.2777 -0.02358400 C83 1 -13929 9209.7589227 -1.512 0.1308 -0.03626831 C84 1 -26346 6764.0805221 -3.895 0.0001 -0.12564096
Sex interacting with Adminstrator flag
Model: MODEL3 Dependent Variable: ACTUAL Analysis of Variance Sum of Mean Source DF Squares Square F Value Prob>F Model 95 470853593355 4956353614.3 15.306 0.0001 Error 811 262619143212 323821384.97 C Total 906 733472736567 Root MSE 17995.03779 R-square 0.6420 Dep Mean 101227.81477 Adj R-sq 0.6000 C.V. 17.77677 Parameter Estimates Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Estimate INTERCEP 1 87211 6564.6199291 13.285 0.0001 0.00000000 PHD 1 9085.748310 3779.4061766 2.404 0.0164 0.08413961 SEX 1 1230.002622 2111.8993046 0.582 0.5604 0.01475792 R1 1 -1646.130902 18344.779515 -0.090 0.9285 -0.00192102 R3 1 -633.746200 5069.4115180 -0.125 0.9005 -0.00284216 R4 1 1651.311031 2368.3250785 0.697 0.4858 0.01599284 R5 1 4176.479630 4810.0136246 0.868 0.3855 0.01991747 YRSDEGR 1 442.022870 84.94547018 5.204 0.0001 0.12201618 RANK1 1 6558.366184 2127.5387706 3.083 0.0021 0.10988472 ADM 1 20681 6035.2105890 3.427 0.0006 0.23459707 DPTS 1 5002.096927 720.75695926 6.940 0.0001 0.17497355 YRSFULL 1 -1825.624335 165.43067163 -11.036 0.0001 -0.40227896 SEXADM 1 1653.154308 6368.4456867 0.260 0.7952 0.01788396 C2 1 -19906 7538.2888424 -2.641 0.0084 -0.06938264 C3 1 -13689 5844.5848482 -2.342 0.0194 -0.07405532 C4 1 -11677 5525.2354671 -2.113 0.0349 -0.07343267 C5 1 -22114 8167.3397690 -2.708 0.0069 -0.06805189 C6 1 -16826 7055.9500646 -2.385 0.0173 -0.06476562 C7 1 -19125 5631.8298889 -3.396 0.0007 -0.11429699 C8 1 58188 7475.2632339 7.784 0.0001 0.20281260 C9 1 9260.104543 5935.8403236 1.560 0.1191 0.04897188 C10 1 39666 6866.8971168 5.776 0.0001 0.15937667 C11 1 13766 6072.2446498 2.267 0.0237 0.06932517 C12 1 -8846.727445 10110.635847 -0.875 0.3818 -0.02061393 C13 1 -9396.054475 6873.5158739 -1.367 0.1720 -0.03775305 C14 1 -21755 7502.6046197 -2.900 0.0038 -0.07582844 C15 1 -1832.640129 8794.1592343 -0.208 0.8350 -0.00522420 C16 1 -22056 10115.868461 -2.180 0.0295 -0.05139249 C17 1 -17753 10097.636943 -1.758 0.0791 -0.04136756 C18 1 -1326.474910 7500.8450373 -0.177 0.8597 -0.00462341 C19 1 13586 6376.8908732 2.131 0.0334 0.06289290 C20 1 2883.138347 5753.0064300 0.501 0.6164 0.01627256 C21 1 3667.084853 5257.3039861 0.698 0.4857 0.02997851 C22 1 11751 7223.4512841 1.627 0.1042 0.04315114 C23 1 9152.695430 6225.4618466 1.470 0.1419 0.04364885 C24 1 12098 6093.8928550 1.985 0.0474 0.06092740 C25 1 -2972.410757 8629.0321539 -0.344 0.7306 -0.00847327 C26 1 1321.999142 5201.4191286 0.254 0.7994 0.00998774 C27 1 2946.932951 7210.8216045 0.409 0.6829 0.01082109 C28 1 -23163 7210.5402212 -3.212 0.0014 -0.08915433 C29 1 -21170 6807.9131009 -3.110 0.0019 -0.11195615 C30 1 -10853 19107.446729 -0.568 0.5702 -0.01266482 C31 1 -9074.193618 13983.400299 -0.649 0.5166 -0.01496758 C32 1 -30352 6131.6306683 -4.950 0.0001 -0.16419918 C33 1 -17968 9708.2631028 -1.851 0.0646 -0.04678282 C34 1 -24309 9195.1947884 -2.644 0.0084 -0.06329391 C35 1 24224 18645.222313 1.299 0.1942 0.02826903 C36 1 -16788 8979.5119656 -1.870 0.0619 -0.04785524 C37 1 -21161 7846.8945244 -2.697 0.0071 -0.06957786 C38 1 26607 5793.2299375 4.593 0.0001 0.14709150 C39 1 -23083 11280.792798 -2.046 0.0411 -0.04660669 C40 1 -20137 7469.5206088 -2.696 0.0072 -0.07018748 C41 1 -38188 13516.923004 -2.825 0.0048 -0.06298919 C42 1 -14298 8109.5198919 -1.763 0.0783 -0.04400040 C43 1 -15212 8123.3193679 -1.873 0.0615 -0.04681224 C44 1 -16527 7439.7030525 -2.221 0.0266 -0.05760463 C45 1 -23649 10057.990666 -2.351 0.0189 -0.05510611 C46 1 -20973 13770.398694 -1.523 0.1281 -0.03459477 C47 1 -17973 5810.2918953 -3.093 0.0020 -0.10546463 C48 1 -19504 18620.919911 -1.047 0.2952 -0.02276134 C49 1 -33188 8577.8071013 -3.869 0.0001 -0.09460819 C50 1 -9096.424584 9354.2526545 -0.972 0.3311 -0.02368445 C51 1 -23886 7470.3191621 -3.197 0.0014 -0.08325536 C52 1 -21334 8166.5406949 -2.612 0.0092 -0.06565137 C53 1 -18770 8162.2362150 -2.300 0.0217 -0.05776079 C54 1 -13131 10097.562726 -1.300 0.1938 -0.03059735 C55 1 -17241 5845.1842272 -2.950 0.0033 -0.09327133 C56 1 -32245 10239.340431 -3.149 0.0017 -0.07513549 C57 1 -21713 5229.4058565 -4.152 0.0001 -0.16045872 C58 1 3456.385549 8649.6741624 0.400 0.6896 0.00985291 C59 1 -21157 8142.5214213 -2.598 0.0095 -0.06510723 C60 1 -26334 9357.6369821 -2.814 0.0050 -0.06856712 C61 1 -9178.564992 7496.7254855 -1.224 0.2212 -0.03199179 C62 1 -3705.557954 5494.5983853 -0.674 0.5002 -0.02367505 C63 1 -18837 10247.128009 -1.838 0.0664 -0.04389329 C64 1 -20658 19039.226324 -1.085 0.2782 -0.02410725 C65 1 -17897 10106.870326 -1.771 0.0770 -0.04170264 C66 1 -20252 9347.8299145 -2.167 0.0306 -0.05273054 C67 1 -7711.568807 7827.9541572 -0.985 0.3249 -0.02535549 C68 1 -3650.633647 11315.218087 -0.323 0.7471 -0.00737085 C69 1 -11784 7259.8738904 -1.623 0.1049 -0.04327035 C70 1 -2871.450471 5646.1488126 -0.509 0.6112 -0.01684924 C71 1 8124.016128 9200.8879714 0.883 0.3775 0.02115258 C72 1 -19189 11316.581214 -1.696 0.0903 -0.03874309 C73 1 -21065 11358.339418 -1.855 0.0640 -0.04253228 C74 1 -31140 18643.202660 -1.670 0.0952 -0.03633970 C75 1 -16215 11351.244097 -1.428 0.1535 -0.03273825 C76 1 -13170 11443.082948 -1.151 0.2501 -0.02659198 C77 1 -1169.096734 18591.027970 -0.063 0.9499 -0.00136433 C78 1 -16352 7759.2519107 -2.107 0.0354 -0.05376640 C79 1 773.136601 6667.6920390 0.116 0.9077 0.00323148 C80 1 -10128 7545.8542839 -1.342 0.1799 -0.03530276 C81 1 14631 9223.4595396 1.586 0.1131 0.03809539 C82 1 -19533 18646.175525 -1.048 0.2952 -0.02279463 C83 1 -13644 9309.4910691 -1.466 0.1432 -0.03552406 C84 1 -26106 6778.4310354 -3.851 0.0001 -0.12449963
Sex interacting with Number of Departments
Model: MODEL4 Dependent Variable: ACTUAL Analysis of Variance Sum of Mean Source DF Squares Square F Value Prob>F Model 95 472381836090 4972440379.9 15.445 0.0001 Error 811 261090900477 321936991.96 C Total 906 733472736567 Root MSE 17942.60271 R-square 0.6440 Dep Mean 101227.81477 Adj R-sq 0.6023 C.V. 17.72497 Parameter Estimates Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Estimate INTERCEP 1 92725 7017.5139671 13.213 0.0001 0.00000000 PHD 1 9656.211919 3777.4750680 2.556 0.0108 0.08942246 SEX 1 -6316.731733 4048.5941473 -1.560 0.1191 -0.07578994 R1 1 -1671.678533 18280.646182 -0.091 0.9272 -0.00195084 R3 1 -921.875398 5043.5567067 -0.183 0.8550 -0.00413433 R4 1 1748.295339 2361.8061338 0.740 0.4594 0.01693212 R5 1 3753.957078 4799.6121245 0.782 0.4344 0.01790248 YRSDEGR 1 440.688549 84.69822219 5.203 0.0001 0.12164785 RANK1 1 6648.467544 2118.9109608 3.138 0.0018 0.11139436 ADM 1 22119 1976.4225539 11.191 0.0001 0.25090034 DPTS 1 1362.019858 1809.8425326 0.753 0.4519 0.04764351 YRSFULL 1 -1831.341124 164.86416560 -11.108 0.0001 -0.40353867 SEXDPTS 1 4201.832770 1914.9149592 2.194 0.0285 0.16433545 C2 1 -19772 7516.1471032 -2.631 0.0087 -0.06891539 C3 1 -13241 5822.0035361 -2.274 0.0232 -0.07163410 C4 1 -10979 5509.5518626 -1.993 0.0466 -0.06904149 C5 1 -21241 8116.1993578 -2.617 0.0090 -0.06536593 C6 1 -15134 7062.3916438 -2.143 0.0324 -0.05824992 C7 1 -18526 5612.7678684 -3.301 0.0010 -0.11071822 C8 1 58983 7462.4127993 7.904 0.0001 0.20558441 C9 1 9625.009056 5917.5483365 1.627 0.1042 0.05090167 C10 1 40248 6850.5219536 5.875 0.0001 0.16171558 C11 1 14825 6074.0395063 2.441 0.0149 0.07465969 C12 1 -8211.525945 10085.388642 -0.814 0.4158 -0.01913384 C13 1 -8208.688945 6874.9660415 -1.194 0.2328 -0.03298225 C14 1 -21922 7466.9555202 -2.936 0.0034 -0.07641015 C15 1 -1002.308752 8776.8119208 -0.114 0.9091 -0.00285722 C16 1 -23324 10003.268886 -2.332 0.0200 -0.05434871 C17 1 -17577 10066.234888 -1.746 0.0812 -0.04095757 C18 1 -502.284245 7486.7086344 -0.067 0.9465 -0.00175071 C19 1 13927 6358.1242867 2.190 0.0288 0.06446837 C20 1 3700.037329 5745.5636898 0.644 0.5198 0.02088317 C21 1 3553.133046 5236.6098063 0.679 0.4976 0.02904695 C22 1 12593 7211.7549701 1.746 0.0811 0.04624286 C23 1 9404.539354 6207.8928568 1.515 0.1302 0.04484989 C24 1 12744 6080.2902295 2.096 0.0364 0.06417990 C25 1 -2812.924325 8603.9941724 -0.327 0.7438 -0.00801863 C26 1 1907.116366 5190.1953916 0.367 0.7134 0.01440832 C27 1 3590.029667 7194.2730043 0.499 0.6179 0.01318253 C28 1 -22045 7207.0175536 -3.059 0.0023 -0.08485150 C29 1 -19972 6810.2943704 -2.933 0.0035 -0.10562250 C30 1 -12651 19069.129318 -0.663 0.5073 -0.01476327 C31 1 -7571.263593 13957.984686 -0.542 0.5877 -0.01248855 C32 1 -29501 6124.4079875 -4.817 0.0001 -0.15959449 C33 1 -17286 9684.6014629 -1.785 0.0747 -0.04500686 C34 1 -23586 9173.9517347 -2.571 0.0103 -0.06140981 C35 1 23450 18591.112634 1.261 0.2075 0.02736584 C36 1 -15573 8970.3893288 -1.736 0.0829 -0.04439248 C37 1 -20435 7830.7580688 -2.610 0.0092 -0.06718936 C38 1 27003 5779.1446549 4.673 0.0001 0.14928327 C39 1 -20858 11294.015510 -1.847 0.0651 -0.04211421 C40 1 -19293 7455.4684286 -2.588 0.0098 -0.06724445 C41 1 -37757 13478.460010 -2.801 0.0052 -0.06227916 C42 1 -14107 8084.6646731 -1.745 0.0814 -0.04341060 C43 1 -14672 8102.1400458 -1.811 0.0705 -0.04515212 C44 1 -16750 7418.2658243 -2.258 0.0242 -0.05838326 C45 1 -23144 10028.502987 -2.308 0.0213 -0.05392915 C46 1 -17583 13816.623072 -1.273 0.2035 -0.02900212 C47 1 -17163 5805.2907383 -2.956 0.0032 -0.10070904 C48 1 -19094 18565.219879 -1.028 0.3040 -0.02228290 C49 1 -32516 8557.6521948 -3.800 0.0002 -0.09269252 C50 1 -7567.867149 9289.7249440 -0.815 0.4155 -0.01970453 C51 1 -22864 7463.1643928 -3.064 0.0023 -0.07969176 C52 1 -21555 8142.2099551 -2.647 0.0083 -0.06633329 C53 1 -18311 8141.1093109 -2.249 0.0248 -0.05634995 C54 1 -10284 10148.152371 -1.013 0.3112 -0.02396356 C55 1 -16727 5832.7267310 -2.868 0.0042 -0.09049369 C56 1 -32329 10209.444937 -3.167 0.0016 -0.07533062 C57 1 -21081 5220.3459305 -4.038 0.0001 -0.15578728 C58 1 3660.773367 8624.8933965 0.424 0.6714 0.01043555 C59 1 -20471 8121.7250462 -2.520 0.0119 -0.06299514 C60 1 -26571 9325.9680263 -2.849 0.0045 -0.06918287 C61 1 -8405.130071 7483.0635925 -1.123 0.2617 -0.02929599 C62 1 -3340.953492 5474.4037702 -0.610 0.5418 -0.02134557 C63 1 -17298 10241.369235 -1.689 0.0916 -0.04030585 C64 1 -22902 19011.625940 -1.205 0.2287 -0.02672620 C65 1 -17547 10078.643603 -1.741 0.0821 -0.04088582 C66 1 -19557 9325.5274220 -2.097 0.0363 -0.05092148 C67 1 -7840.317137 7773.9739954 -1.009 0.3135 -0.02577881 C68 1 -2747.501982 11288.325387 -0.243 0.8078 -0.00554737 C69 1 -11739 7235.4892225 -1.622 0.1051 -0.04310617 C70 1 -2239.956819 5635.7045516 -0.397 0.6911 -0.01314373 C71 1 8521.104983 9175.1567860 0.929 0.3533 0.02218649 C72 1 -18242 11290.692720 -1.616 0.1065 -0.03683254 C73 1 -20665 11326.668374 -1.824 0.0684 -0.04172456 C74 1 -31289 18585.251002 -1.684 0.0927 -0.03651441 C75 1 -15436 11320.441783 -1.364 0.1731 -0.03116645 C76 1 -13744 11407.766173 -1.205 0.2286 -0.02774935 C77 1 -808.509618 18535.540526 -0.044 0.9652 -0.00094353 C78 1 -15737 7741.4938311 -2.033 0.0424 -0.05174458 C79 1 1141.230624 6649.3557014 0.172 0.8638 0.00477000 C80 1 -9131.871498 7537.5553954 -1.212 0.2261 -0.03182904 C81 1 15336 9199.1234269 1.667 0.0959 0.03993145 C82 1 -18385 18594.038052 -0.989 0.3231 -0.02145541 C83 1 -14276 9204.8556493 -1.551 0.1213 -0.03717031 C84 1 -26608 6762.4951368 -3.935 0.0001 -0.12689448
Sex interacting with Initial Rank
Model: MODEL5 Dependent Variable: ACTUAL Analysis of Variance Sum of Mean Source DF Squares Square F Value Prob>F Model 95 472473628015 4973406610.7 15.454 0.0001 Error 811 260999108552 321823808.33 C Total 906 733472736567 Root MSE 17939.44838 R-square 0.6442 Dep Mean 101227.81477 Adj R-sq 0.6025 C.V. 17.72186 Parameter Estimates Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Estimate INTERCEP 1 81368 7015.3652484 11.599 0.0001 0.00000000 PHD 1 9286.321336 3768.7026678 2.464 0.0139 0.08599704 SEX 1 7199.548140 3265.8848909 2.204 0.0278 0.08638222 R1 1 -928.244909 18278.871322 -0.051 0.9595 -0.00108326 R3 1 -1747.550015 5062.1892505 -0.345 0.7300 -0.00783722 R4 1 1555.134849 2361.2808091 0.659 0.5103 0.01506138 R5 1 4308.784397 4795.4557521 0.899 0.3692 0.02054843 YRSDEGR 1 433.490095 84.76816051 5.114 0.0001 0.11966079 RANK1 1 14380 4070.5824263 3.533 0.0004 0.24093852 ADM 1 21968 1977.8257578 11.107 0.0001 0.24919378 DPTS 1 4932.544585 719.03758276 6.860 0.0001 0.17254061 YRSFULL 1 -1834.573004 164.86771415 -11.128 0.0001 -0.40425082 SEXRNK1 1 -8911.411142 3945.3736528 -2.259 0.0242 -0.15537616 C2 1 -19187 7521.6577195 -2.551 0.0109 -0.06687723 C3 1 -12476 5844.4210119 -2.135 0.0331 -0.06749263 C4 1 -10891 5510.5257301 -1.976 0.0484 -0.06849044 C5 1 -21256 8113.5268338 -2.620 0.0090 -0.06541270 C6 1 -16549 7013.6795025 -2.360 0.0185 -0.06369995 C7 1 -18252 5619.2183157 -3.248 0.0012 -0.10908081 C8 1 58826 7457.5859879 7.888 0.0001 0.20503654 C9 1 9728.257910 5917.9543997 1.644 0.1006 0.05144770 C10 1 40250 6849.0221593 5.877 0.0001 0.16172443 C11 1 14948 6076.3702330 2.460 0.0141 0.07527812 C12 1 -7840.878046 10089.344926 -0.777 0.4373 -0.01827018 C13 1 -8932.948213 6854.8386980 -1.303 0.1929 -0.03589230 C14 1 -20987 7475.9350055 -2.807 0.0051 -0.07314870 C15 1 -769.477869 8779.7862316 -0.088 0.9302 -0.00219350 C16 1 -20794 10018.357356 -2.076 0.0382 -0.04845336 C17 1 -15532 10109.956765 -1.536 0.1249 -0.03619139 C18 1 -574.085802 7483.2063104 -0.077 0.9389 -0.00200097 C19 1 14400 6365.9846674 2.262 0.0240 0.06666019 C20 1 3823.891909 5747.7426746 0.665 0.5061 0.02158221 C21 1 4549.276467 5252.3006067 0.866 0.3867 0.03719045 C22 1 12019 7200.5035179 1.669 0.0955 0.04413309 C23 1 10291 6226.8441241 1.653 0.0988 0.04907817 C24 1 12990 6085.3233117 2.135 0.0331 0.06541993 C25 1 -1926.091059 8614.9952277 -0.224 0.8231 -0.00549059 C26 1 2256.090842 5199.5494582 0.434 0.6645 0.01704483 C27 1 3931.652277 7200.6498793 0.546 0.5852 0.01443696 C28 1 -22727 7189.4138537 -3.161 0.0016 -0.08747667 C29 1 -20464 6794.1238294 -3.012 0.0027 -0.10822325 C30 1 -4753.597952 19233.522128 -0.247 0.8049 -0.00554742 C31 1 -8249.858166 13942.640709 -0.592 0.5542 -0.01360787 C32 1 -29163 6134.1332525 -4.754 0.0001 -0.15776730 C33 1 -17651 9678.6468734 -1.824 0.0686 -0.04595832 C34 1 -23497 9173.4943250 -2.561 0.0106 -0.06117915 C35 1 25548 18595.530828 1.374 0.1699 0.02981462 C36 1 -15983 8958.4156061 -1.784 0.0748 -0.04556157 C37 1 -19019 7880.6902978 -2.413 0.0160 -0.06253522 C38 1 27331 5784.3363068 4.725 0.0001 0.15109597 C39 1 -23292 11246.113524 -2.071 0.0387 -0.04702755 C40 1 -20257 7445.4041132 -2.721 0.0067 -0.07060643 C41 1 -36868 13487.009711 -2.734 0.0064 -0.06081240 C42 1 -12734 8113.9176670 -1.569 0.1170 -0.03918577 C43 1 -14269 8108.1408147 -1.760 0.0788 -0.04391154 C44 1 -16284 7417.2767825 -2.195 0.0284 -0.05675906 C45 1 -22664 10034.200472 -2.259 0.0242 -0.05281000 C46 1 -17299 13823.549944 -1.251 0.2111 -0.02853492 C47 1 -16898 5812.1272290 -2.907 0.0037 -0.09915420 C48 1 -18153 18571.458438 -0.977 0.3286 -0.02118501 C49 1 -32313 8559.5948649 -3.775 0.0002 -0.09211204 C50 1 -8573.862840 9257.6373522 -0.926 0.3546 -0.02232385 C51 1 -23670 7447.8676416 -3.178 0.0015 -0.08250008 C52 1 -19475 8183.3037830 -2.380 0.0176 -0.05993105 C53 1 -17438 8158.6232015 -2.137 0.0329 -0.05366362 C54 1 -11538 10088.853102 -1.144 0.2531 -0.02688387 C55 1 -15312 5890.1371274 -2.600 0.0095 -0.08283782 C56 1 -30489 10237.606183 -2.978 0.0030 -0.07104200 C57 1 -20923 5223.4165403 -4.006 0.0001 -0.15461747 C58 1 4356.507763 8631.9657630 0.505 0.6139 0.01241884 C59 1 -19943 8132.8790077 -2.452 0.0144 -0.06136999 C60 1 -25194 9339.6063395 -2.698 0.0071 -0.06559819 C61 1 -8150.051574 7487.2769647 -1.089 0.2767 -0.02840692 C62 1 -2775.511234 5487.8720634 -0.506 0.6132 -0.01773292 C63 1 -18149 10219.285453 -1.776 0.0761 -0.04228853 C64 1 -14358 19180.748477 -0.749 0.4543 -0.01675594 C65 1 -17361 10078.388978 -1.723 0.0853 -0.04045314 C66 1 -19234 9329.6147289 -2.062 0.0396 -0.05008004 C67 1 -5711.258253 7832.3654871 -0.729 0.4661 -0.01877850 C68 1 -2541.249992 11289.687119 -0.225 0.8220 -0.00513094 C69 1 -10936 7245.1680992 -1.509 0.1316 -0.04015664 C70 1 -2049.513045 5639.3400570 -0.363 0.7164 -0.01202623 C71 1 9160.024578 9183.6937608 0.997 0.3189 0.02385005 C72 1 -17315 11310.458416 -1.531 0.1262 -0.03496038 C73 1 -20525 11325.768136 -1.812 0.0703 -0.04144131 C74 1 -31005 18582.248282 -1.669 0.0956 -0.03618225 C75 1 -16152 11311.819013 -1.428 0.1537 -0.03261261 C76 1 -11825 11421.022739 -1.035 0.3008 -0.02387443 C77 1 -1222.936327 18531.209787 -0.066 0.9474 -0.00142716 C78 1 -15328 7748.5945983 -1.978 0.0482 -0.05039815 C79 1 1227.862651 6649.1874469 0.185 0.8535 0.00513209 C80 1 -8217.288518 7570.6113233 -1.085 0.2781 -0.02864127 C81 1 15312 9196.7189579 1.665 0.0963 0.03986687 C82 1 -19230 18584.853351 -1.035 0.3011 -0.02244140 C83 1 -13013 9211.5950953 -1.413 0.1581 -0.03388162 C84 1 -26177 6757.2736322 -3.874 0.0001 -0.12483930
Sex interacting with Years to reach full professor
Model: MODEL6 Dependent Variable: ACTUAL Analysis of Variance Sum of Mean Source DF Squares Square F Value Prob>F Model 95 473099036388 4979989856.7 15.511 0.0001 Error 811 260373700179 321052651.27 C Total 906 733472736567 Root MSE 17917.94216 R-square 0.6450 Dep Mean 101227.81477 Adj R-sq 0.6034 C.V. 17.70061 Parameter Estimates Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Estimate INTERCEP 1 80721 6958.7971922 11.600 0.0001 0.00000000 PHD 1 9258.301346 3763.6618488 2.460 0.0141 0.08573756 SEX 1 8781.217843 3431.7128704 2.559 0.0107 0.10535954 R1 1 -1254.887882 18255.516497 -0.069 0.9452 -0.00146445 R3 1 -1228.966116 5039.4037141 -0.244 0.8074 -0.00551153 R4 1 1411.630046 2359.7592724 0.598 0.5499 0.01367154 R5 1 4011.232897 4789.6689381 0.837 0.4026 0.01912942 YRSDEGR 1 409.321894 85.47872428 4.789 0.0001 0.11298939 RANK1 1 7116.209505 2126.8280250 3.346 0.0009 0.11923133 ADM 1 22026 1974.2652814 11.157 0.0001 0.24985079 DPTS 1 4944.389266 717.80705228 6.888 0.0001 0.17295494 YRSFULL 1 -1246.230983 272.69690634 -4.570 0.0001 -0.27460880 SEXYRSFU 1 -740.684183 278.72132398 -2.657 0.0080 -0.16664631 C2 1 -19144 7511.2934692 -2.549 0.0110 -0.06672511 C3 1 -12574 5826.5529495 -2.158 0.0312 -0.06802182 C4 1 -10934 5499.1929480 -1.988 0.0471 -0.06876080 C5 1 -21257 8099.9560302 -2.624 0.0088 -0.06541338 C6 1 -16380 7006.3178695 -2.338 0.0196 -0.06304898 C7 1 -18045 5613.6070192 -3.214 0.0014 -0.10783856 C8 1 58481 7443.9862796 7.856 0.0001 0.20383442 C9 1 9719.613494 5909.4907615 1.645 0.1004 0.05140198 C10 1 40331 6840.3613058 5.896 0.0001 0.16204833 C11 1 14707 6056.6334891 2.428 0.0154 0.07406249 C12 1 -8077.442124 10071.520584 -0.802 0.4228 -0.01882141 C13 1 -9111.468134 6844.1789049 -1.331 0.1835 -0.03660959 C14 1 -21571 7457.5290978 -2.893 0.0039 -0.07518639 C15 1 -1134.572048 8760.4341823 -0.130 0.8970 -0.00323426 C16 1 -20762 10000.051960 -2.076 0.0382 -0.04837910 C17 1 -15629 10082.408857 -1.550 0.1215 -0.03641631 C18 1 -160.400970 7479.8306167 -0.021 0.9829 -0.00055908 C19 1 14087 6350.2850547 2.218 0.0268 0.06521143 C20 1 3773.667934 5734.9387906 0.658 0.5107 0.02129875 C21 1 4252.857480 5235.0390211 0.812 0.4168 0.03476722 C22 1 11939 7191.0825203 1.660 0.0972 0.04384011 C23 1 9837.715337 6203.8317909 1.586 0.1132 0.04691569 C24 1 12925 6072.6058108 2.128 0.0336 0.06509110 C25 1 -1986.646275 8600.0862391 -0.231 0.8174 -0.00566321 C26 1 2038.066224 5182.9975536 0.393 0.6943 0.01539765 C27 1 3621.621017 7182.6421839 0.504 0.6142 0.01329853 C28 1 -22516 7182.3580767 -3.135 0.0018 -0.08666666 C29 1 -19717 6800.9510753 -2.899 0.0038 -0.10427539 C30 1 -10096 19025.884949 -0.531 0.5958 -0.01178164 C31 1 -8374.807629 13923.277166 -0.601 0.5477 -0.01381397 C32 1 -29202 6118.8868590 -4.773 0.0001 -0.15798139 C33 1 -16834 9675.7845048 -1.740 0.0823 -0.04383040 C34 1 -23642 9158.6481923 -2.581 0.0100 -0.06155734 C35 1 25389 18568.767027 1.367 0.1719 0.02962838 C36 1 -16140 8943.6465322 -1.805 0.0715 -0.04600934 C37 1 -19266 7845.9262941 -2.456 0.0143 -0.06334760 C38 1 27319 5774.6386228 4.731 0.0001 0.15102694 C39 1 -23093 11232.307282 -2.056 0.0401 -0.04662711 C40 1 -19855 7436.7256654 -2.670 0.0077 -0.06920298 C41 1 -37742 13459.598662 -2.804 0.0052 -0.06225497 C42 1 -12704 8096.3834008 -1.569 0.1170 -0.03909570 C43 1 -14351 8093.8173474 -1.773 0.0766 -0.04416220 C44 1 -16332 7407.9184082 -2.205 0.0278 -0.05692656 C45 1 -22762 10017.774830 -2.272 0.0233 -0.05303912 C46 1 -16591 13809.906171 -1.201 0.2299 -0.02736698 C47 1 -16314 5819.3097002 -2.803 0.0052 -0.09572532 C48 1 -16805 18567.907428 -0.905 0.3657 -0.01961109 C49 1 -32671 8542.3343170 -3.825 0.0001 -0.09313214 C50 1 -7601.611046 9264.1085815 -0.821 0.4121 -0.01979239 C51 1 -23373 7440.8349992 -3.141 0.0017 -0.08146713 C52 1 -18720 8191.3428121 -2.285 0.0225 -0.05760799 C53 1 -17747 8136.4371888 -2.181 0.0295 -0.05461399 C54 1 -13058 10053.256432 -1.299 0.1944 -0.03042682 C55 1 -15632 5851.8361423 -2.671 0.0077 -0.08456676 C56 1 -30150 10226.158861 -2.948 0.0033 -0.07025369 C57 1 -21206 5208.1897660 -4.072 0.0001 -0.15671131 C58 1 4426.818524 8620.1952690 0.514 0.6077 0.01261927 C59 1 -19730 8122.8161053 -2.429 0.0154 -0.06071489 C60 1 -24953 9329.0328752 -2.675 0.0076 -0.06496918 C61 1 -7132.093170 7504.0212540 -0.950 0.3422 -0.02485884 C62 1 -2806.216904 5475.5193870 -0.513 0.6084 -0.01792910 C63 1 -19172 10202.501008 -1.879 0.0606 -0.04467406 C64 1 -27312 19123.746449 -1.428 0.1536 -0.03187318 C65 1 -17239 10066.564315 -1.713 0.0872 -0.04016932 C66 1 -18930 9320.7852310 -2.031 0.0426 -0.04928866 C67 1 -5884.704055 7799.9528163 -0.754 0.4508 -0.01934879 C68 1 -2895.036394 11268.453192 -0.257 0.7973 -0.00584525 C69 1 -11210 7229.3074456 -1.551 0.1214 -0.04116116 C70 1 -1969.750667 5630.8145246 -0.350 0.7266 -0.01155820 C71 1 8947.841961 9166.1385803 0.976 0.3293 0.02329759 C72 1 -17285 11289.493242 -1.531 0.1261 -0.03489949 C73 1 -20854 11309.842824 -1.844 0.0656 -0.04210457 C74 1 -30264 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