2003-04 Faculty Equity Regression Model
Division of Management Information PN 99038
Model: All faculty: With terms interacting with sex
Sex interacting with salary
Dependent Variable: ACTUAL
Analysis of Variance
Sum of Mean
Source DF Squares Square F Value Prob>F
Model 96 1.5214579E12 15848519419 54.276 0.0001
Error 1840 537280745336 292000405.07
C Total 1936 2.0587386E12
Root MSE 17088.01934 R-square 0.7390
Dep Mean 85506.03975 Adj R-sq 0.7254
C.V. 19.98458
Parameter Estimates
Parameter Standard T for H0: Standardized
Variable DF Estimate Error Parameter=0 Prob > |T| Type I SS Estimate
INTERCEP 1 70679 3761.9450060 18.788 0.0001 1.4161955E13 0.00000000
PROF 1 25697 1620.3278302 15.859 0.0001 763255177491 0.39257800
ASSOC 1 2799.263896 1281.2456340 2.185 0.0290 15267858070 0.03882209
PHD 1 2409.265463 1913.2358979 1.259 0.2081 91273414384 0.02349492
SEX 1 -5227.818918 3891.2588504 -1.343 0.1793 19494277398 -0.07182161
R1 1 2868.079610 7872.7190399 0.364 0.7157 3633593 0.00446390
R3 1 1470.163922 2273.4801225 0.647 0.5179 336706497 0.00818105
R4 1 -28.027711 1298.7328961 -0.022 0.9828 3655981486 -0.00027546
R5 1 4945.237715 2393.3369074 2.066 0.0389 221856651 0.02628025
YRSDEGR 1 354.390393 59.72299659 5.934 0.0001 4452033060 0.11643250
RANK1 1 -12366 1020.6386044 -12.116 0.0001 59055513452 -0.15892487
ADM 1 17109 1564.7826971 10.934 0.0001 44561597962 0.13766784
DPTS 1 4034.134455 522.86376323 7.715 0.0001 13511968835 0.10968127
SEXSAL 1 0.118756 0.06526631 1.820 0.0690 334860557954 0.11215894
C2 1 -14156 4750.4343347 -2.980 0.0029 2678230100 -0.04496710
C3 1 -11714 4048.7374850 -2.893 0.0039 172533917 -0.04918148
C4 1 -10607 3953.2814680 -2.683 0.0074 1557823164 -0.04626938
C5 1 -14505 4675.1898770 -3.103 0.0019 246745640 -0.04714765
C6 1 -15258 4450.5931607 -3.428 0.0006 896602972 -0.05385783
C7 1 -16112 3849.9075917 -4.185 0.0001 695642206 -0.07682923
C8 1 62128 5117.4960396 12.140 0.0001 26632316389 0.21080625
C9 1 11173 4386.9554670 2.547 0.0109 737398222 0.04090730
C10 1 47193 6178.9342103 7.638 0.0001 339199916 0.13889623
C11 1 21284 4065.0866036 5.236 0.0001 3253970878 0.10045210
C12 1 -6034.370248 7116.2374538 -0.848 0.3966 77591741 -0.01110693
C13 1 -13342 4497.7184440 -2.966 0.0031 303030957 -0.04619072
C14 1 -15162 4323.0346838 -3.507 0.0005 662499805 -0.05647732
C15 1 -7007.135654 5238.5541931 -1.338 0.1812 83889467 -0.01945355
C16 1 -11903 5419.3643810 -2.196 0.0282 41800587 -0.03092679
C17 1 -15419 6475.0778290 -2.381 0.0174 196647490 -0.03216409
C18 1 -2871.318820 4950.5779682 -0.580 0.5620 200756 -0.00845064
C19 1 11652 4009.5958967 2.906 0.0037 988090932 0.05265953
C20 1 5961.351230 3793.7661389 1.571 0.1163 2276945985 0.02842601
C21 1 6513.003697 3661.7021862 1.779 0.0755 44913736 0.04092096
C22 1 9214.966155 4995.9924954 1.844 0.0653 1467650580 0.02712077
C23 1 12113 4524.9048224 2.677 0.0075 2816125002 0.04193685
C24 1 7583.807248 3883.3820865 1.953 0.0510 2289379713 0.03504198
C25 1 2360.049387 6828.7300503 0.346 0.7297 157323943 0.00464266
C26 1 4010.994438 3641.9753604 1.101 0.2709 3870124432 0.02114270
C27 1 -2271.777179 5296.6927054 -0.429 0.6680 39943752 -0.00610833
C28 1 -20778 4317.8456276 -4.812 0.0001 408986798 -0.08123781
C29 1 -23501 4059.0884530 -5.790 0.0001 515310686 -0.11206164
C30 1 -21936 7806.3672225 -2.810 0.0050 11723933 -0.03739009
C31 1 -14548 5946.1280981 -2.447 0.0145 911759 -0.03353187
C32 1 -26314 3802.5313559 -6.920 0.0001 5225280834 -0.13640511
C33 1 -24494 5530.2547263 -4.429 0.0001 191740652 -0.06585815
C34 1 -11017 5733.9402620 -1.921 0.0548 5576993 -0.02651676
C35 1 6960.256631 7602.6155678 0.916 0.3600 1912056427 0.01186388
C36 1 -19045 5878.2353569 -3.240 0.0012 17118180 -0.04583696
C37 1 -17403 5502.5925989 -3.163 0.0016 473037290 -0.04521710
C38 1 41434 4454.5825699 9.301 0.0001 46942720651 0.15169598
C39 1 -10664 5411.9630408 -1.970 0.0489 24442633 -0.02770831
C40 1 -18693 4814.1225211 -3.883 0.0001 947648874 -0.05796095
C41 1 -21121 6207.7766066 -3.402 0.0007 637582164 -0.04643008
C42 1 -12775 5413.3525429 -2.360 0.0184 228930000 -0.03319244
C43 1 -12368 6414.3556251 -1.928 0.0540 65498808 -0.02579850
C44 1 -8141.457629 5404.7270873 -1.506 0.1321 22934393 -0.02115390
C45 1 -13084 6415.1586325 -2.040 0.0415 2851163 -0.02729258
C46 1 -16043 7609.9591290 -2.108 0.0352 40652639 -0.02734578
C47 1 -16944 3798.6008718 -4.461 0.0001 747365995 -0.08321809
C48 1 -21201 7113.9479628 -2.980 0.0029 608518883 -0.03902213
C49 1 -20701 6420.1208792 -3.224 0.0013 983384201 -0.04318268
C50 1 -1920.820705 5934.9115788 -0.324 0.7462 823872759 -0.00442737
C51 1 -19639 5443.0825649 -3.608 0.0003 964720975 -0.05102745
C52 1 -21294 5736.9636326 -3.712 0.0002 1421435859 -0.05125013
C53 1 -451.960485 5419.0514059 -0.083 0.9335 1093841053 -0.00117433
C54 1 -17804 5801.9560071 -3.069 0.0022 506976923 -0.04284999
C55 1 -16879 3839.3865256 -4.396 0.0001 1702931452 -0.08129921
C56 1 -23397 5760.0103432 -4.062 0.0001 2071445018 -0.05631216
C57 1 -10969 3633.0133601 -3.019 0.0026 5963418 -0.06491075
C58 1 1580.513670 5726.2125808 0.276 0.7826 1134502147 0.00380399
C59 1 -20983 5652.5502426 -3.712 0.0002 1395444593 -0.05254924
C60 1 -9649.425732 5733.3830400 -1.683 0.0925 60503340 -0.02322427
C61 1 -7278.923428 4422.7086586 -1.646 0.1000 104398572 -0.02569323
C62 1 -940.219911 3700.0486934 -0.254 0.7994 3805387025 -0.00479022
C63 1 -21518 6758.8952887 -3.184 0.0015 822845154 -0.04233034
C64 1 -27300 7583.8586906 -3.600 0.0003 1632261671 -0.04653363
C65 1 -15120 4743.0116981 -3.188 0.0015 564918274 -0.04802644
C66 1 -19442 5314.1910204 -3.659 0.0003 1305044136 -0.05397634
C67 1 -9808.101324 4561.4286460 -2.150 0.0317 10735503 -0.03327995
C68 1 -8397.645313 6695.2483184 -1.254 0.2099 7641895 -0.01651974
C69 1 -2796.699012 5963.1397402 -0.469 0.6391 282348323 -0.00644622
C70 1 4582.653417 4001.6747781 1.145 0.2523 6366338879 0.01949422
C71 1 740.519290 5949.4468507 0.124 0.9010 921474644 0.00170685
C72 1 -21012 7582.5404677 -2.771 0.0056 667168434 -0.03581570
C73 1 -13402 5462.3251116 -2.454 0.0142 47881940 -0.03482223
C74 1 -15806 6406.7876361 -2.467 0.0137 175108967 -0.03297185
C75 1 -16592 5744.4189263 -2.888 0.0039 361154408 -0.03993314
C76 1 -17296 10385.415354 -1.665 0.0960 179979256 -0.02086221
C77 1 -15849 12443.915356 -1.274 0.2030 62116067 -0.01561296
C78 1 -6404.028007 4719.1233336 -1.357 0.1749 314978156 -0.02034207
C79 1 2078.519539 4198.9347691 0.495 0.6207 5982887437 0.00800076
C80 1 -13946 4676.7671289 -2.982 0.0029 31024929 -0.04532817
C81 1 9283.562815 5562.3798785 1.669 0.0953 6176628717 0.02325003
C82 1 -12117 5441.1858170 -2.227 0.0261 373965540 -0.03148469
C83 1 -10491 5048.0647725 -2.078 0.0378 530777397 -0.03001312
C84 1 -28899 3781.0383087 -7.643 0.0001 17057688262 -0.19427545
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 96 1.5227644E12 15862128853 54.455 0.0001
Error 1840 535974239689 291290347.66
C Total 1936 2.0587386E12
Root MSE 17067.23023 R-square 0.7397
Dep Mean 85506.03975 Adj R-sq 0.7261
C.V. 19.96026
Parameter Estimates
Parameter Standard T for H0: Standardized
Variable DF Estimate Error Parameter=0 Prob > |T| Type I SS Estimate
INTERCEP 1 74342 3911.7180640 19.005 0.0001 1.4161955E13 0.00000000
PROF 1 26041 1621.6668484 16.058 0.0001 763255177491 0.39782996
ASSOC 1 3285.739418 1291.6750131 2.544 0.0110 15267858070 0.04556887
PHD 1 2193.178957 1913.4335385 1.146 0.2519 91273414384 0.02138767
SEX 1 -2425.944781 1756.7703881 -1.381 0.1675 19494277398 -0.03332848
R1 1 2998.761767 7863.3239359 0.381 0.7030 3633593 0.00466729
R3 1 1515.760184 2270.4690743 0.668 0.5045 336706497 0.00843478
R4 1 41.654214 1297.0570763 0.032 0.9744 3655981486 0.00040939
R5 1 4908.877791 2390.4101150 2.054 0.0402 221856651 0.02608703
YRSDEGR 1 154.136441 93.47497047 1.649 0.0993 4452033060 0.05064046
RANK1 1 -12323 1019.3906091 -12.089 0.0001 59055513452 -0.15837462
ADM 1 17203 1562.7172992 11.008 0.0001 44561597962 0.13842238
DPTS 1 4075.678345 522.36210226 7.802 0.0001 13511968835 0.11081078
SEXYRSD 1 253.380522 90.70077571 2.794 0.0053 776630513 0.09952314
C2 1 -14299 4745.0388352 -3.014 0.0026 3051263094 -0.04542070
C3 1 -12746 4009.8561232 -3.179 0.0015 3236523592 -0.05351706
C4 1 -11096 3947.0691133 -2.811 0.0050 2390415055 -0.04840352
C5 1 -15773 4649.0475538 -3.393 0.0007 1329541909 -0.05126646
C6 1 -16065 4429.4310422 -3.627 0.0003 2790657572 -0.05670559
C7 1 -17638 3787.4375879 -4.657 0.0001 8433903525 -0.08410680
C8 1 66146 4526.7497359 14.612 0.0001 119567057662 0.22443964
C9 1 12139 4331.1497960 2.803 0.0051 6042759316 0.04444406
C10 1 53886 4950.8157474 10.884 0.0001 59142212825 0.15859375
C11 1 23473 3808.0917518 6.164 0.0001 40684652491 0.11078453
C12 1 -7782.952329 7092.8210657 -1.097 0.2727 4535161 -0.01432540
C13 1 -14382 4471.5272970 -3.216 0.0013 825330475 -0.04979280
C14 1 -16515 4295.1832027 -3.845 0.0001 1398233496 -0.06151854
C15 1 -8458.688880 5216.0704037 -1.622 0.1050 25584496 -0.02348342
C16 1 -13307 5395.5350161 -2.466 0.0137 231076954 -0.03457650
C17 1 -16829 6448.1675045 -2.610 0.0091 500214999 -0.03510582
C18 1 -3264.269103 4946.9812810 -0.660 0.5094 73480505 -0.00960714
C19 1 13310 3897.5083942 3.415 0.0007 14667351211 0.06014892
C20 1 6211.011043 3782.5115074 1.642 0.1008 7816075066 0.02961648
C21 1 7947.392905 3541.3350744 2.244 0.0249 16595169673 0.04993318
C22 1 9573.612227 4973.1759081 1.925 0.0544 5835519734 0.02817631
C23 1 12994 4484.9349645 2.897 0.0038 11086277469 0.04498688
C24 1 8481.420937 3844.9769668 2.206 0.0275 13162371004 0.03918953
C25 1 3730.560415 6716.8890508 0.555 0.5787 1457725297 0.00733871
C26 1 3661.510503 3640.6584467 1.006 0.3147 9850927054 0.01930050
C27 1 -1545.393850 5266.1263944 -0.293 0.7692 1103034084 -0.00415524
C28 1 -22479 4266.6568102 -5.269 0.0001 611635089 -0.08789006
C29 1 -25194 3975.3187925 -6.338 0.0001 1341753641 -0.12013552
C30 1 -23668 7791.1271466 -3.038 0.0024 4804974 -0.04034166
C31 1 -16519 5912.2128648 -2.794 0.0053 19999263 -0.03807433
C32 1 -28147 3697.1929608 -7.613 0.0001 10165355914 -0.14591105
C33 1 -26960 5418.2319797 -4.976 0.0001 1287613227 -0.07248956
C34 1 -12724 5711.8180359 -2.228 0.0260 44054682 -0.03062381
C35 1 6502.816663 7585.8943770 0.857 0.3914 2180209552 0.01108416
C36 1 -21362 5829.9793584 -3.664 0.0003 195980193 -0.05141348
C37 1 -19079 5471.1080820 -3.487 0.0005 900506056 -0.04957290
C38 1 43401 4320.2430487 10.046 0.0001 80594660126 0.15889720
C39 1 -10813 5401.2400781 -2.002 0.0454 2686488 -0.02809463
C40 1 -19642 4781.9275266 -4.108 0.0001 970671377 -0.06090409
C41 1 -22688 6159.5491837 -3.683 0.0002 929159966 -0.04987399
C42 1 -13000 5403.1816041 -2.406 0.0162 68132551 -0.03377874
C43 1 -13437 6387.6231811 -2.104 0.0356 77196869 -0.02802851
C44 1 -8651.557132 5389.0429358 -1.605 0.1086 85020320 -0.02247929
C45 1 -14743 6375.3904617 -2.313 0.0209 30952841 -0.03075403
C46 1 -17595 7577.9098641 -2.322 0.0203 78821536 -0.02999150
C47 1 -18061 3739.6881238 -4.829 0.0001 1072235452 -0.08870044
C48 1 -23762 7077.3340582 -3.358 0.0008 1003763032 -0.04373722
C49 1 -22513 6394.3256454 -3.521 0.0004 1202807076 -0.04696060
C50 1 -2424.803318 5908.4439893 -0.410 0.6816 857813769 -0.00558902
C51 1 -21107 5399.0438309 -3.909 0.0001 1296485553 -0.05484188
C52 1 -22963 5702.9087498 -4.027 0.0001 1772694886 -0.05526784
C53 1 -1072.673065 5400.4851823 -0.199 0.8426 1283286907 -0.00278712
C54 1 -19120 5769.4830437 -3.314 0.0009 660387430 -0.04601834
C55 1 -18371 3762.6012094 -4.882 0.0001 2903809449 -0.08848381
C56 1 -24901 5719.7232194 -4.353 0.0001 2536327279 -0.05993119
C57 1 -13054 3479.8666298 -3.751 0.0002 1212211871 -0.07725280
C58 1 1460.395586 5719.0031256 0.255 0.7985 1559020627 0.00351488
C59 1 -23594 5556.5228968 -4.246 0.0001 2846451938 -0.05908984
C60 1 -9936.752515 5726.4374064 -1.735 0.0829 12491624 -0.02391581
C61 1 -8143.992874 4404.6853151 -1.849 0.0646 86882230 -0.02874677
C62 1 -1775.923432 3682.6400581 -0.482 0.6297 3660293194 -0.00904795
C63 1 -22796 6703.0704789 -3.401 0.0007 1235207244 -0.04484395
C64 1 -29715 7562.8437332 -3.929 0.0001 2212808372 -0.05065032
C65 1 -16297 4718.7508584 -3.454 0.0006 789543072 -0.05176670
C66 1 -21143 5274.3091718 -4.009 0.0001 1977866815 -0.05869889
C67 1 -10935 4526.2189504 -2.416 0.0158 5493260 -0.03710431
C68 1 -8800.730099 6687.3662020 -1.316 0.1883 856707 -0.01731268
C69 1 -3788.682299 5952.9520498 -0.636 0.5246 222242791 -0.00873267
C70 1 4216.489467 3997.7546062 1.055 0.2917 7124635102 0.01793659
C71 1 1806.435643 5923.4942354 0.305 0.7604 1802374015 0.00416372
C72 1 -19834 7581.6572036 -2.616 0.0090 345705633 -0.03380699
C73 1 -14968 5429.1179282 -2.757 0.0059 155307513 -0.03889154
C74 1 -17306 6376.9122639 -2.714 0.0067 310237855 -0.03609967
C75 1 -17628 5711.9655005 -3.086 0.0021 502375128 -0.04242757
C76 1 -18193 10373.394999 -1.754 0.0796 184359725 -0.02194432
C77 1 -15916 12426.753266 -1.281 0.2004 48980213 -0.01567969
C78 1 -7094.086460 4709.7270435 -1.506 0.1322 340288483 -0.02253401
C79 1 1643.945791 4188.3693417 0.393 0.6947 6397054834 0.00632797
C80 1 -14223 4665.9284518 -3.048 0.0023 6601768 -0.04622881
C81 1 9629.181201 5546.0854596 1.736 0.0827 7691580565 0.02411560
C82 1 -13422 5422.1647134 -2.475 0.0134 330219999 -0.03487319
C83 1 -11080 5041.4012225 -2.198 0.0281 679721511 -0.03170033
C84 1 -30380 3696.3925324 -8.219 0.0001 19676189142 -0.20423211
Sex interacting with administrator flag
Model: MODEL3
Dependent Variable: ACTUAL
Analysis of Variance
Sum of Mean
Source DF Squares Square F Value Prob>F
Model 96 1.5220966E12 15855172894 54.363 0.0001
Error 1840 536642011749 291653267.25
C Total 1936 2.0587386E12
Root MSE 17077.85898 R-square 0.7393
Dep Mean 85506.03975 Adj R-sq 0.7257
C.V. 19.97269
Parameter Estimates
Parameter Standard T for H0: Standardized
Variable DF Estimate Error Parameter=0 Prob > |T| Type I SS Estimate
INTERCEP 1 71321 3749.1738346 19.023 0.0001 1.4161955E13 0.00000000
PROF 1 25792 1619.2974141 15.928 0.0001 763255177491 0.39401642
ASSOC 1 2924.552606 1281.6678107 2.282 0.0226 15267858070 0.04055968
PHD 1 2430.656396 1911.6520125 1.271 0.2037 91273414384 0.02370352
SEX 1 1068.089599 1024.0404201 1.043 0.2971 19494277398 0.01467379
R1 1 2510.962269 7869.3140089 0.319 0.7497 3633593 0.00390808
R3 1 1449.328568 2272.1479468 0.638 0.5236 336706497 0.00806511
R4 1 114.297815 1298.5984360 0.088 0.9299 3655981486 0.00112335
R5 1 4850.269787 2392.1092288 2.028 0.0427 221856651 0.02577557
YRSDEGR 1 355.308425 59.68589436 5.953 0.0001 4452033060 0.11673411
RANK1 1 -12235 1021.1248760 -11.982 0.0001 59055513452 -0.15724388
ADM 1 10363 3291.7120087 3.148 0.0017 44561597962 0.08338440
DPTS 1 4125.468159 523.77941503 7.876 0.0001 13511968835 0.11216448
SEXADM 1 8705.679422 3710.4924664 2.346 0.0191 1959948036 0.06258769
C2 1 -14325 4748.3528351 -3.017 0.0026 3206278081 -0.04550176
C3 1 -12628 4012.2908725 -3.147 0.0017 3300985334 -0.05301935
C4 1 -10889 3948.6076308 -2.758 0.0059 2449348014 -0.04749719
C5 1 -15412 4649.5340551 -3.315 0.0009 1339787676 -0.05009577
C6 1 -15573 4434.7969699 -3.511 0.0005 2632288053 -0.05496837
C7 1 -17265 3788.3944011 -4.557 0.0001 8361787007 -0.08232607
C8 1 66426 4528.2192356 14.669 0.0001 119448831642 0.22539008
C9 1 12246 4333.3473679 2.826 0.0048 5894121068 0.04483497
C10 1 53840 4953.9731711 10.868 0.0001 58669013813 0.15845821
C11 1 23773 3808.1053791 6.243 0.0001 40605317038 0.11220055
C12 1 -6940.752921 7091.8841849 -0.979 0.3279 1916613 -0.01277523
C13 1 -14001 4473.8924119 -3.129 0.0018 804155784 -0.04847308
C14 1 -15917 4294.5417811 -3.706 0.0002 1325599234 -0.05929139
C15 1 -7542.147796 5216.4812445 -1.446 0.1484 11616606 -0.02093887
C16 1 -12937 5395.8958346 -2.398 0.0166 230407112 -0.03361396
C17 1 -16720 6451.8051198 -2.591 0.0096 525617487 -0.03487682
C18 1 -2800.406578 4947.5836198 -0.566 0.5715 80566383 -0.00824194
C19 1 13422 3900.1311912 3.442 0.0006 14544559138 0.06065842
C20 1 6663.577562 3786.2096943 1.760 0.0786 8026915980 0.03177449
C21 1 8213.293194 3542.5460503 2.318 0.0205 16584991542 0.05160382
C22 1 10089 4973.9043354 2.028 0.0427 5935459173 0.02969372
C23 1 13267 4487.8283470 2.956 0.0032 11119226232 0.04593373
C24 1 8659.670134 3847.8609545 2.251 0.0245 13127679633 0.04001315
C25 1 4291.612194 6715.2384251 0.639 0.5228 1474952999 0.00844240
C26 1 4249.993669 3639.9353799 1.168 0.2431 10219943741 0.02240251
C27 1 -1193.044745 5269.2952378 -0.226 0.8209 1133250473 -0.00320785
C28 1 -21892 4265.5256986 -5.132 0.0001 557952573 -0.08559324
C29 1 -24945 3976.9028790 -6.272 0.0001 1353174947 -0.11894635
C30 1 -21898 7797.4014526 -2.808 0.0050 27233979 -0.03732523
C31 1 -15897 5909.2480111 -2.690 0.0072 16430542 -0.03664166
C32 1 -27750 3699.0530756 -7.502 0.0001 9948900536 -0.14385301
C33 1 -26516 5418.8464644 -4.893 0.0001 1252830911 -0.07129626
C34 1 -12403 5711.8659820 -2.171 0.0300 49257530 -0.02985130
C35 1 6326.244737 7590.3884908 0.833 0.4047 2119714089 0.01078319
C36 1 -20360 5824.4292903 -3.496 0.0005 146579137 -0.04900250
C37 1 -18678 5470.6679171 -3.414 0.0007 892867856 -0.04853080
C38 1 43405 4322.9438565 10.041 0.0001 80125887585 0.15891062
C39 1 -10952 5404.0138225 -2.027 0.0428 338288 -0.02845559
C40 1 -19817 4785.7125007 -4.141 0.0001 1077452841 -0.06144596
C41 1 -22764 6164.3581799 -3.693 0.0002 993461463 -0.05004038
C42 1 -12939 5407.0102022 -2.393 0.0168 75693565 -0.03362053
C43 1 -13253 6391.3292066 -2.074 0.0383 80026838 -0.02764442
C44 1 -8592.290835 5392.6020403 -1.593 0.1113 75740896 -0.02232530
C45 1 -14301 6377.2606148 -2.242 0.0250 26147675 -0.02983120
C46 1 -17290 7581.1967150 -2.281 0.0227 77521183 -0.02947048
C47 1 -18216 3742.2460609 -4.868 0.0001 1246980348 -0.08946095
C48 1 -22901 7070.4211612 -3.239 0.0012 941599790 -0.04215229
C49 1 -21866 6392.2830573 -3.421 0.0006 1145344579 -0.04561127
C50 1 -2422.637153 5912.8897085 -0.410 0.6821 829023877 -0.00558403
C51 1 -21202 5403.9176082 -3.923 0.0001 1417121913 -0.05508934
C52 1 -22481 5702.7711511 -3.942 0.0001 1730761361 -0.05410832
C53 1 -1309.541570 5404.5172400 -0.242 0.8086 1146862634 -0.00340257
C54 1 -18502 5773.5220672 -3.205 0.0014 599016962 -0.04453182
C55 1 -18382 3765.1614071 -4.882 0.0001 3157962923 -0.08853720
C56 1 -24725 5722.3822087 -4.321 0.0001 2603794024 -0.05950755
C57 1 -12640 3482.3570057 -3.630 0.0003 1123457212 -0.07480013
C58 1 1122.383122 5724.6260822 0.196 0.8446 1374762323 0.00270136
C59 1 -22720 5554.1765808 -4.091 0.0001 2629535780 -0.05689958
C60 1 -9709.177602 5729.6938192 -1.695 0.0903 14074454 -0.02336808
C61 1 -8149.182871 4407.8205075 -1.849 0.0646 57102078 -0.02876509
C62 1 -1334.632483 3684.7420779 -0.362 0.7172 3805537447 -0.00679966
C63 1 -22174 6715.7299906 -3.302 0.0010 1144919332 -0.04362071
C64 1 -27402 7566.4762391 -3.622 0.0003 1750283920 -0.04670795
C65 1 -16053 4720.1005673 -3.401 0.0007 793773663 -0.05099298
C66 1 -20763 5274.3504138 -3.937 0.0001 1928827292 -0.05764319
C67 1 -10578 4529.2717979 -2.336 0.0196 2810317 -0.03589289
C68 1 -8414.562470 6691.0420272 -1.258 0.2087 184361 -0.01655302
C69 1 -3315.504160 5953.8375313 -0.557 0.5777 248619539 -0.00764203
C70 1 4435.713834 3999.0821833 1.109 0.2675 7127507728 0.01886915
C71 1 2338.733427 5934.9230174 0.394 0.6936 1911332495 0.00539063
C72 1 -18793 7628.3472758 -2.464 0.0138 258836206 -0.03203379
C73 1 -14118 5430.9445538 -2.600 0.0094 96290270 -0.03668279
C74 1 -17049 6379.2687040 -2.673 0.0076 298519873 -0.03556374
C75 1 -17248 5717.1998579 -3.017 0.0026 460495941 -0.04151308
C76 1 -17617 10377.777294 -1.698 0.0898 161997332 -0.02124951
C77 1 -16394 12433.573248 -1.319 0.1875 61671696 -0.01615041
C78 1 -6958.447786 4711.9563790 -1.477 0.1399 344104907 -0.02210316
C79 1 1666.710563 4190.9578671 0.398 0.6909 6308657583 0.00641560
C80 1 -14561 4669.4279796 -3.118 0.0018 24974501 -0.04732795
C81 1 9855.501816 5548.7132268 1.776 0.0759 7701524949 0.02468241
C82 1 -13129 5423.0893106 -2.421 0.0156 342928964 -0.03411316
C83 1 -10316 5046.4382643 -2.044 0.0411 819403012 -0.02951421
C84 1 -30232 3698.7511614 -8.173 0.0001 19484200992 -0.20323639
Sex interacting with departments
Model: MODEL4
Dependent Variable: ACTUAL
Analysis of Variance
Sum of Mean
Source DF Squares Square F Value Prob>F
Model 96 1.5251414E12 15886889162 54.783 0.0001
Error 1840 533597249968 289998505.42
C Total 1936 2.0587386E12
Root MSE 17029.34248 R-square 0.7408
Dep Mean 85506.03975 Adj R-sq 0.7273
C.V. 19.91595
Parameter Estimates
Parameter Standard T for H0: Standardized
Variable DF Estimate Error Parameter=0 Prob > |T| Type I SS Estimate
INTERCEP 1 75938 3921.0122223 19.367 0.0001 1.4161955E13 0.00000000
PROF 1 25953 1615.4157714 16.066 0.0001 763255177491 0.39648300
ASSOC 1 3195.032949 1280.7417735 2.495 0.0127 15267858070 0.04431089
PHD 1 2691.017292 1906.5486045 1.411 0.1583 91273414384 0.02624254
SEX 1 -5423.799171 2019.6550280 -2.686 0.0073 19494277398 -0.07451405
R1 1 2946.602611 7845.7165162 0.376 0.7073 3633593 0.00458611
R3 1 1372.732693 2265.7699894 0.606 0.5447 336706497 0.00763888
R4 1 -222.768538 1295.4055947 -0.172 0.8635 3655981486 -0.00218943
R5 1 4748.643602 2385.5073904 1.991 0.0467 221856651 0.02523550
YRSDEGR 1 353.276784 59.51822749 5.936 0.0001 4452033060 0.11606663
RANK1 1 -12326 1017.1022420 -12.119 0.0001 59055513452 -0.15842056
ADM 1 17576 1562.6415167 11.248 0.0001 44561597962 0.14142425
DPTS 1 540.778249 1017.5995723 0.531 0.5952 13511968835 0.01470284
SEXDPTS 1 4477.945526 1118.2481737 4.004 0.0001 10251536275 0.14726720
C2 1 -14311 4734.3208771 -3.023 0.0025 3439209739 -0.04545964
C3 1 -12147 4002.9671306 -3.035 0.0024 3159549112 -0.05100187
C4 1 -10683 3937.5980705 -2.713 0.0067 2560354400 -0.04660183
C5 1 -14861 4637.8392951 -3.204 0.0014 1236750603 -0.04830185
C6 1 -14716 4430.0120809 -3.322 0.0009 2171978196 -0.05194351
C7 1 -16752 3780.3384267 -4.431 0.0001 7954479717 -0.07987937
C8 1 66581 4515.4423397 14.745 0.0001 118686152061 0.22591512
C9 1 12767 4321.5991647 2.954 0.0032 6098545854 0.04674163
C10 1 54517 4942.1770878 11.031 0.0001 59598985054 0.16045033
C11 1 24261 3798.4081848 6.387 0.0001 41217986207 0.11450405
C12 1 -7309.502626 7072.0748180 -1.034 0.3015 14855430 -0.01345396
C13 1 -13267 4466.1266408 -2.971 0.0030 630855123 -0.04593296
C14 1 -15898 4282.2096745 -3.713 0.0002 1485709873 -0.05922113
C15 1 -7418.693532 5201.1167067 -1.426 0.1539 16205936 -0.02059613
C16 1 -13582 5383.9379705 -2.523 0.0117 424517115 -0.03529009
C17 1 -16639 6432.1143026 -2.587 0.0098 613478027 -0.03470768
C18 1 -2342.757985 4934.9914614 -0.475 0.6350 100879924 -0.00689502
C19 1 13708 3889.9979835 3.524 0.0004 14603596745 0.06194777
C20 1 7322.649373 3780.8534949 1.937 0.0529 8835944857 0.03491720
C21 1 7649.411611 3534.9848625 2.164 0.0306 13965523659 0.04806097
C22 1 10118 4959.7365663 2.040 0.0415 5688338850 0.02977965
C23 1 13228 4474.7729517 2.956 0.0032 10648413390 0.04579907
C24 1 9105.602891 3839.2757664 2.372 0.0178 13397092040 0.04207364
C25 1 4798.526187 6695.1811713 0.717 0.4736 1502541886 0.00943960
C26 1 4553.761340 3630.8002754 1.254 0.2099 10219213203 0.02400373
C27 1 -526.215139 5257.8971625 -0.100 0.9203 1260173712 -0.00141488
C28 1 -21147 4258.2346457 -4.966 0.0001 401504892 -0.08268007
C29 1 -24062 3971.9136697 -6.058 0.0001 957031287 -0.11473732
C30 1 -23249 7767.8853523 -2.993 0.0028 1193959 -0.03962820
C31 1 -14944 5894.9213219 -2.535 0.0113 1641783 -0.03444510
C32 1 -27231 3691.7992917 -7.376 0.0001 9355420744 -0.14115882
C33 1 -26123 5404.1353247 -4.834 0.0001 1178910585 -0.07023971
C34 1 -12300 5692.8875505 -2.161 0.0309 65846139 -0.02960425
C35 1 6794.221987 7569.6835346 0.898 0.3695 2148899561 0.01158087
C36 1 -19887 5809.4371204 -3.423 0.0006 113578200 -0.04786328
C37 1 -16978 5466.3946590 -3.106 0.0019 578256287 -0.04411355
C38 1 43429 4310.6638699 10.075 0.0001 79227520001 0.15900125
C39 1 -10161 5393.3333349 -1.884 0.0597 7714463 -0.02640036
C40 1 -18684 4776.8759056 -3.911 0.0001 824670629 -0.05793506
C41 1 -21804 6147.1108830 -3.547 0.0004 846607468 -0.04792953
C42 1 -12835 5391.4963073 -2.381 0.0174 84959358 -0.03334844
C43 1 -12681 6374.8654702 -1.989 0.0468 61731332 -0.02645324
C44 1 -8304.393954 5378.0062090 -1.544 0.1227 80104536 -0.02157725
C45 1 -13839 6360.1215566 -2.176 0.0297 18641694 -0.02886688
C46 1 -15493 7570.7918171 -2.046 0.0409 22728070 -0.02640794
C47 1 -17396 3735.6082130 -4.657 0.0001 923650407 -0.08543342
C48 1 -23356 7051.6759328 -3.312 0.0009 1056352834 -0.04298857
C49 1 -21875 6373.9346295 -3.432 0.0006 1196349090 -0.04563122
C50 1 -2326.677404 5894.8928876 -0.395 0.6931 803107257 -0.00536284
C51 1 -21163 5386.7486842 -3.929 0.0001 1465689210 -0.05498754
C52 1 -22753 5687.1708309 -4.001 0.0001 1887054469 -0.05476125
C53 1 -938.111062 5388.6486747 -0.174 0.8618 1198428915 -0.00243749
C54 1 -16910 5775.1698489 -2.928 0.0035 363384514 -0.04069997
C55 1 -17869 3755.0004034 -4.759 0.0001 2862039301 -0.08606779
C56 1 -23799 5708.6685236 -4.169 0.0001 2301629194 -0.05728057
C57 1 -12265 3474.3937330 -3.530 0.0004 981988869 -0.07257920
C58 1 1232.893280 5706.6442255 0.216 0.8290 1395550158 0.00296733
C59 1 -22600 5538.4498891 -4.081 0.0001 2623832984 -0.05659977
C60 1 -10142 5714.1737731 -1.775 0.0761 32250916 -0.02441035
C61 1 -7599.788086 4394.7584822 -1.729 0.0839 102753505 -0.02682582
C62 1 -1432.811730 3673.4504201 -0.390 0.6965 3618400761 -0.00729987
C63 1 -22459 6689.1330697 -3.358 0.0008 1240835607 -0.04418151
C64 1 -27441 7536.2922407 -3.641 0.0003 1800694516 -0.04677298
C65 1 -14848 4713.9606994 -3.150 0.0017 531325371 -0.04716311
C66 1 -19268 5269.1047502 -3.657 0.0003 1469495515 -0.05349149
C67 1 -10960 4516.0144975 -2.427 0.0153 12338219 -0.03718805
C68 1 -8342.266854 6672.0122094 -1.250 0.2113 101961 -0.01641080
C69 1 -3778.691704 5938.2324752 -0.636 0.5246 203101009 -0.00870965
C70 1 4764.633271 3988.2124578 1.195 0.2324 7451717060 0.02026835
C71 1 2007.764787 5910.7627834 0.340 0.7341 1797404459 0.00462777
C72 1 -18474 7579.3932686 -2.437 0.0149 256171440 -0.03148877
C73 1 -14155 5414.2526509 -2.614 0.0090 101821631 -0.03677883
C74 1 -17520 6362.7985990 -2.753 0.0060 346325297 -0.03654538
C75 1 -16822 5702.3610517 -2.950 0.0032 409341896 -0.04048839
C76 1 -19594 10360.109493 -1.891 0.0587 258309717 -0.02363409
C77 1 -15411 12400.415330 -1.243 0.2141 42802518 -0.01518175
C78 1 -6685.957504 4698.1317636 -1.423 0.1549 389924995 -0.02123761
C79 1 1702.215900 4179.0436698 0.407 0.6838 6350630187 0.00655227
C80 1 -13942 4656.4704588 -2.994 0.0028 3428655 -0.04531698
C81 1 10198 5533.4056099 1.843 0.0655 8007765956 0.02553894
C82 1 -13189 5407.1740673 -2.439 0.0148 360461400 -0.03426940
C83 1 -10898 5028.9330719 -2.167 0.0304 719942811 -0.03117794
C84 1 -30418 3688.1996626 -8.247 0.0001 19725110107 -0.20448655
Sex interacting with rank at first hire
Model: MODEL5
Dependent Variable: ACTUAL
Analysis of Variance
Sum of Mean
Source DF Squares Square F Value Prob>F
Model 96 1.5238232E12 15873158217 54.600 0.0001
Error 1840 534915420669 290714902.54
C Total 1936 2.0587386E12
Root MSE 17050.36371 R-square 0.7402
Dep Mean 85506.03975 Adj R-sq 0.7266
C.V. 19.94054
Parameter Estimates
Parameter Standard T for H0: Standardized
Variable DF Estimate Error Parameter=0 Prob > |T| Type I SS Estimate
INTERCEP 1 65705 4079.5223147 16.106 0.0001 1.4161955E13 0.00000000
PROF 1 26159 1621.2081895 16.135 0.0001 763255177491 0.39962527
ASSOC 1 3173.055235 1283.2824036 2.473 0.0135 15267858070 0.04400608
PHD 1 2615.155416 1908.6108768 1.370 0.1708 91273414384 0.02550274
SEX 1 7891.409265 2104.0155545 3.751 0.0002 19494277398 0.10841494
R1 1 3115.889400 7855.7682413 0.397 0.6917 3633593 0.00484959
R3 1 1644.337689 2268.4613614 0.725 0.4686 336706497 0.00915028
R4 1 -10.747897 1295.7315991 -0.008 0.9934 3655981486 -0.00010563
R5 1 4879.054929 2388.0803161 2.043 0.0412 221856651 0.02592854
YRSDEGR 1 347.036283 59.63842087 5.819 0.0001 4452033060 0.11401636
RANK1 1 -6296.180271 2057.3023519 -3.060 0.0022 59055513452 -0.08091872
ADM 1 16906 1562.8765051 10.817 0.0001 44561597962 0.13603704
DPTS 1 4029.831316 521.70850005 7.724 0.0001 13511968835 0.10956428
SEXRNK1 1 -7725.228640 2281.8487484 -3.386 0.0007 5904242123 -0.11807016
C2 1 -14160 4739.9432226 -2.987 0.0029 3272196082 -0.04497798
C3 1 -12036 4010.1390056 -3.001 0.0027 2963447581 -0.05053474
C4 1 -10549 3943.2623883 -2.675 0.0075 2342066063 -0.04601532
C5 1 -14967 4643.3312778 -3.223 0.0013 1244655092 -0.04864654
C6 1 -15793 4425.0662318 -3.569 0.0004 2904726505 -0.05574508
C7 1 -17040 3783.1879587 -4.504 0.0001 8323949429 -0.08125552
C8 1 66686 4521.4170589 14.749 0.0001 119586581845 0.22627223
C9 1 12373 4325.9255642 2.860 0.0043 5773642371 0.04529882
C10 1 54038 4946.0725931 10.925 0.0001 58588910225 0.15904124
C11 1 24165 3802.8399240 6.354 0.0001 41053005091 0.11404975
C12 1 -7449.323261 7081.6000386 -1.052 0.2930 13681727 -0.01371131
C13 1 -13626 4468.8842221 -3.049 0.0023 739337573 -0.04717595
C14 1 -15650 4288.8184739 -3.649 0.0003 1291392193 -0.05829522
C15 1 -7538.692823 5207.2323620 -1.448 0.1479 16311766 -0.02092928
C16 1 -12451 5387.5112547 -2.311 0.0209 202283387 -0.03235046
C17 1 -15600 6443.7295482 -2.421 0.0156 404340519 -0.03254097
C18 1 -2933.176159 4939.7076192 -0.594 0.5527 52993100 -0.00863270
C19 1 13867 3896.8910015 3.559 0.0004 15040642565 0.06266859
C20 1 6497.214439 3778.4037302 1.720 0.0857 7584575629 0.03098121
C21 1 8289.922344 3536.9586702 2.344 0.0192 16121576218 0.05208528
C22 1 10037 4965.7929846 2.021 0.0434 5723297090 0.02953911
C23 1 13370 4480.7825739 2.984 0.0029 10981251352 0.04628801
C24 1 8821.369278 3842.2386738 2.296 0.0218 13039676098 0.04076030
C25 1 4883.018286 6703.8052328 0.728 0.4665 1550035384 0.00960581
C26 1 4291.503418 3633.9748197 1.181 0.2378 9917946697 0.02262132
C27 1 -917.209718 5261.9280134 -0.174 0.8616 1147335358 -0.00246618
C28 1 -21636 4259.6678557 -5.079 0.0001 539808549 -0.08459263
C29 1 -24947 3970.4973712 -6.283 0.0001 1479912374 -0.11895471
C30 1 -22182 7778.2530480 -2.852 0.0044 17069063 -0.03780881
C31 1 -15304 5900.3229169 -2.594 0.0096 7514148 -0.03527574
C32 1 -27647 3693.2960801 -7.486 0.0001 10128332787 -0.14331939
C33 1 -26492 5410.0956034 -4.897 0.0001 1328344518 -0.07123114
C34 1 -12026 5699.2439135 -2.110 0.0350 46088951 -0.02894353
C35 1 6631.540505 7578.6649035 0.875 0.3817 2125097325 0.01130357
C36 1 -20549 5815.0286988 -3.534 0.0004 192131773 -0.04945717
C37 1 -17708 5465.1958453 -3.240 0.0012 724694071 -0.04601123
C38 1 43381 4315.9613630 10.051 0.0001 79241887552 0.15882250
C39 1 -10675 5396.3808151 -1.978 0.0480 451964 -0.02773785
C40 1 -19561 4777.2079564 -4.095 0.0001 1078831208 -0.06065207
C41 1 -21798 6155.5241529 -3.541 0.0004 852950322 -0.04791698
C42 1 -12433 5401.6918907 -2.302 0.0215 58343459 -0.03230528
C43 1 -12920 6381.8755726 -2.024 0.0431 75301240 -0.02695056
C44 1 -8513.553389 5383.9964552 -1.581 0.1140 65202122 -0.02212071
C45 1 -13916 6367.9252814 -2.185 0.0290 21554780 -0.02902939
C46 1 -16335 7572.6204728 -2.157 0.0311 48951569 -0.02784336
C47 1 -17927 3736.3413962 -4.798 0.0001 1214416287 -0.08804420
C48 1 -22461 7057.8214319 -3.182 0.0015 902597390 -0.04134264
C49 1 -21633 6381.7309420 -3.390 0.0007 1145979933 -0.04512502
C50 1 -2813.364941 5900.8322558 -0.477 0.6336 705041398 -0.00648463
C51 1 -21054 5393.1596415 -3.904 0.0001 1432580507 -0.05470530
C52 1 -21726 5696.6596313 -3.814 0.0001 1569350880 -0.05229129
C53 1 -457.261239 5398.5550686 -0.085 0.9325 1329200809 -0.00118810
C54 1 -18695 5762.8276925 -3.244 0.0012 678219481 -0.04499623
C55 1 -17695 3761.8806389 -4.704 0.0001 2745868182 -0.08522784
C56 1 -23950 5715.3790398 -4.190 0.0001 2372960691 -0.05764284
C57 1 -12619 3476.2875809 -3.630 0.0003 1236402551 -0.07467551
C58 1 2097.923493 5716.2290196 0.367 0.7137 1610193673 0.00504929
C59 1 -22305 5547.3567692 -4.021 0.0001 2542013375 -0.05586018
C60 1 -9414.747865 5721.3364656 -1.646 0.1000 10993381 -0.02265945
C61 1 -7855.088171 4399.5406160 -1.785 0.0744 72049689 -0.02772699
C62 1 -1163.670211 3679.4653913 -0.316 0.7518 3821774264 -0.00592865
C63 1 -22942 6696.1291051 -3.426 0.0006 1354734654 -0.04513046
C64 1 -27402 7547.6688032 -3.631 0.0003 1796753602 -0.04670729
C65 1 -15659 4712.7890165 -3.323 0.0009 730192143 -0.04974047
C66 1 -20438 5265.4940699 -3.881 0.0001 1870865509 -0.05674030
C67 1 -10234 4523.9879629 -2.262 0.0238 471282 -0.03472501
C68 1 -8290.361943 6680.4637740 -1.241 0.2148 252682 -0.01630869
C69 1 -3172.889231 5944.3021732 -0.534 0.5936 247609903 -0.00731331
C70 1 4905.736259 3994.4109518 1.228 0.2195 7519560533 0.02086859
C71 1 2001.364748 5918.3545867 0.338 0.7353 1773787279 0.00461302
C72 1 -20411 7566.4858938 -2.698 0.0070 431960532 -0.03479026
C73 1 -14762 5421.2995821 -2.723 0.0065 170569690 -0.03835585
C74 1 -17330 6370.0350288 -2.721 0.0066 356314115 -0.03615077
C75 1 -17122 5707.8632863 -3.000 0.0027 474325919 -0.04121027
C76 1 -16996 10362.669566 -1.640 0.1011 144935432 -0.02050119
C77 1 -17360 12417.173550 -1.398 0.1623 93443705 -0.01710212
C78 1 -6287.724684 4706.2341396 -1.336 0.1817 432575783 -0.01997264
C79 1 1644.899329 4184.2200089 0.393 0.6943 6097718507 0.00633164
C80 1 -13492 4668.0290049 -2.890 0.0039 204354 -0.04385436
C81 1 10149 5540.2220588 1.832 0.0671 7856972262 0.02541641
C82 1 -12678 5413.5929784 -2.342 0.0193 400820150 -0.03294000
C83 1 -11080 5035.9648291 -2.200 0.0279 626057537 -0.03169908
C84 1 -29978 3693.9408575 -8.115 0.0001 19146835081 -0.20153166