2009-10 Faculty Equity Regression Model
Division of Management Information PN 2010/022
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 822 Number of Observations Used 822 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 92 8.567355E11 9312342519 14.75 <.0001 Error 729 4.603741E11 631514570 Corrected Total 821 1.31711E12 Root MSE 25130 R-Square 0.6505 Dependent Mean 128458 Adj R-Sq 0.6064 Coeff Var 19.56279 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 87995 11100 7.93 <.0001 1.356418E13 0 ADM 1 25718 2592.41341 9.92 <.0001 96475953510 0.23661 DPTS 1 7203.59409 881.65726 8.17 <.0001 48370565856 0.22320 rank1 1 4611.27292 3153.01123 1.46 0.1440 62535496835 0.05685 phd 1 12090 4863.51921 2.49 0.0131 32960041131 0.07916 yrsdegr 1 734.56565 260.47858 2.82 0.0049 22637117685 0.15933 r1 1 6622.87536 18928 0.35 0.7265 196777503 0.00815 r2 1 -3687.92670 3026.65515 -1.22 0.2234 75562447 -0.02946 r3 1 -1504.97026 6340.43313 -0.24 0.8124 852805082 -0.00593 r4 1 7343.40255 5875.54023 1.25 0.2118 2561773870 0.03089 yrsfull 1 -2085.18384 259.01636 -8.05 <.0001 1.074698E11 -0.31797 sex 1 -3303.29197 7652.85722 -0.43 0.6661 14290540242 -0.03283 sexyrsd 1 218.10147 286.08038 0.76 0.4461 616917460 0.07325 D1 1 -17922 8430.48390 -2.13 0.0339 12615306401 -0.07836 D2 1 -24904 10526 -2.37 0.0182 5362768466 -0.06820 D3 1 -19233 10513 -1.83 0.0677 7057915456 -0.05267 D4 1 -19552 11269 -1.74 0.0831 3958613442 -0.04795 D5 1 -13917 8792.88618 -1.58 0.1139 7616133180 -0.05357 D6 1 -16021 10189 -1.57 0.1163 4483451401 -0.04599 D7 1 89383 9778.09887 9.14 <.0001 81569051808 0.27858 D8 1 86390 12308 7.02 <.0001 39460620471 0.18371 D9 1 31524 9421.02247 3.35 0.0009 12433948969 0.10541 D10 1 -2096.61560 14331 -0.15 0.8837 3384601 -0.00364 D11 1 -4355.34297 11430 -0.38 0.7033 75687417 -0.01068 D12 1 -13826 10606 -1.30 0.1928 2220081277 -0.03786 D13 1 4800.97132 11671 0.41 0.6809 17196082 0.01177 D14 1 -2746.55776 14496 -0.19 0.8498 198898324 -0.00477 D15 1 -33260 26707 -1.25 0.2134 862476588 -0.02896 D16 1 5153.33114 7894.46400 0.65 0.5141 24195710 0.02803 D17 1 20618 8474.46142 2.43 0.0152 6209705085 0.08845 D18 1 15102 19203 0.79 0.4319 242720851 0.01859 D19 1 38714 13153 2.94 0.0034 6976877865 0.07520 D20 1 20583 8957.02026 2.30 0.0218 5815489173 0.07922 D21 1 15402 10462 1.47 0.1414 1997004341 0.04218 D22 1 10950 8356.37142 1.31 0.1905 2071581109 0.04962 D23 1 19545 9320.74226 2.10 0.0363 6003297164 0.06746 D24 1 6380.56451 8041.60437 0.79 0.4278 2694636655 0.03810 D25 1 2809.95490 12442 0.23 0.8214 89064179 0.00598 D26 1 -19017 9029.62499 -2.11 0.0355 4506016335 -0.07496 D27 1 -13947 10465 -1.33 0.1830 961466025 -0.04179 D28 1 -24073 13449 -1.79 0.0739 2361138670 -0.04676 D29 1 -23754 14286 -1.66 0.0968 2356289811 -0.04130 D30 1 -23044 11446 -2.01 0.0445 3219407302 -0.05651 D31 1 -35681 15149 -2.36 0.0188 4040925471 -0.06203 D32 1 -34277 13494 -2.54 0.0113 6473398565 -0.06658 D33 1 -18227 13263 -1.37 0.1698 1382207431 -0.03540 D34 1 -25684 26417 -0.97 0.3313 891916614 -0.02237 D35 1 -41859 26916 -1.56 0.1203 1148660416 -0.03645 D36 1 -9600.42966 12574 -0.76 0.4454 784779874 -0.02042 D37 1 65185 8444.79289 7.72 <.0001 1.188462E11 0.29539 D39 1 -20174 10022 -2.01 0.0445 3302894999 -0.06045 D40 1 -975.85675 13117 -0.07 0.9407 4355325 -0.00190 D41 1 -14421 8294.35628 -1.74 0.0825 5137512162 -0.06646 D42 1 -42276 14369 -2.94 0.0034 7330886176 -0.07349 D43 1 460.16787 8497.49613 0.05 0.9568 63103616 0.00197 D44 1 -22273 26894 -0.83 0.4078 403751691 -0.01940 D45 1 -16535 19259 -0.86 0.3909 509680359 -0.02035 D46 1 20642 11700 1.76 0.0781 3311343172 0.04738 D47 1 -24058 13260 -1.81 0.0700 2758930233 -0.04673 D48 1 -3944.58501 10785 -0.37 0.7147 90989797 -0.01025 D49 1 33066 9207.13899 3.59 0.0004 19908643301 0.11756 D50 1 22900 8559.44351 2.68 0.0076 18560782784 0.09632 D51 1 -15510 16065 -0.97 0.3346 254200488 -0.02337 D52 1 4463.36537 11325 0.39 0.6936 1035781283 0.01095 D53 1 -11322 9360.02433 -1.21 0.2268 237311402 -0.03908 D54 1 -499.60587 13147 -0.04 0.9697 175358602 -0.00097046 D55 1 -17034 8855.96441 -1.92 0.0548 1981402095 -0.06868 D56 1 -19818 14369 -1.38 0.1682 851151962 -0.03445 D58 1 -130.04717 14303 -0.01 0.9927 78260708 -0.00022608 D59 1 -5247.04398 12489 -0.42 0.6745 37324242 -0.01116 D60 1 -1039.86339 19230 -0.05 0.9569 4116375 -0.00128 D61 1 -4648.87134 11290 -0.41 0.6806 20562306 -0.01140 D62 1 1665.94161 11691 0.14 0.8867 344202544 0.00382 D63 1 4143.12942 11781 0.35 0.7252 749114443 0.00951 D64 1 27564 11813 2.33 0.0199 7891508267 0.06327 D65 1 4251.11508 11709 0.36 0.7167 1022545021 0.00976 D66 1 -53897 26392 -2.04 0.0415 1675154166 -0.04693 D67 1 -25545 11272 -2.27 0.0237 2474623804 -0.06265 D68 1 -26145 11801 -2.22 0.0270 2569890990 -0.06002 D69 1 -60673 26481 -2.29 0.0222 2569245670 -0.05283 D70 1 10739 10242 1.05 0.2948 3209849527 0.03083 D71 1 -39975 19112 -2.09 0.0368 1992576983 -0.04920 D73 1 -1260.23622 16230 -0.08 0.9381 131617814 -0.00190 D74 1 -29293 16111 -1.82 0.0694 1427853945 -0.04413 D75 1 5257.88029 11295 0.47 0.6417 1331280478 0.01289 D76 1 -49079 19354 -2.54 0.0114 3299563952 -0.06041 D77 1 1309.64482 26216 0.05 0.9602 73326222 0.00114 D78 1 -9048.99504 8359.79719 -1.08 0.2794 109193605 -0.04029 D79 1 -23814 19244 -1.24 0.2163 722648508 -0.02931 D80 1 40704 14278 2.85 0.0045 9070907204 0.07076 D81 1 -10803 19148 -0.56 0.5728 2676.48810 -0.01330 D82 1 -3417.33453 13205 -0.26 0.7959 253805820 -0.00664 D83 1 -23743 9832.42625 -2.41 0.0160 3682414717 -0.08681
Sex interacting with administrator flag The REG Procedure Model: MODEL2 Dependent Variable: actual Number of Observations Read 822 Number of Observations Used 822 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 92 8.565761E11 9310610231 14.74 <.0001 Error 729 4.605335E11 631733185 Corrected Total 821 1.31711E12 Root MSE 25134 R-Square 0.6503 Dependent Mean 128458 Adj R-Sq 0.6062 Coeff Var 19.56618 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 83749 9424.78897 8.89 <.0001 1.356418E13 0 ADM 1 22472 6198.81674 3.63 0.0003 96475953510 0.20674 DPTS 1 7199.90479 881.78329 8.17 <.0001 48370565856 0.22308 rank1 1 4886.12881 3131.16327 1.56 0.1191 62535496835 0.06024 phd 1 12352 4881.58973 2.53 0.0116 32960041131 0.08088 yrsdegr 1 913.18020 114.29038 7.99 <.0001 22637117685 0.19807 r1 1 7804.19449 18854 0.41 0.6790 196777503 0.00961 r2 1 -3813.63663 3018.51186 -1.26 0.2068 75562447 -0.03046 r3 1 -1344.45631 6336.80625 -0.21 0.8320 852805082 -0.00530 r4 1 7247.21624 5877.72167 1.23 0.2180 2561773870 0.03048 yrsfull 1 -2115.45559 256.49722 -8.25 <.0001 1.074698E11 -0.32259 sex 1 1582.92897 2810.48004 0.56 0.5735 14290540242 0.01573 sexadm 1 3930.08847 6854.45818 0.57 0.5666 3909596143 0.03317 D1 1 -17680 8429.72688 -2.10 0.0363 12393432392 -0.07730 D2 1 -24550 10554 -2.33 0.0203 4877469722 -0.06723 D3 1 -19257 10516 -1.83 0.0675 7354440384 -0.05274 D4 1 -19348 11270 -1.72 0.0864 3928008330 -0.04745 D5 1 -13708 8798.32488 -1.56 0.1197 7357181262 -0.05276 D6 1 -15914 10189 -1.56 0.1188 4667289367 -0.04568 D7 1 89226 9778.51268 9.12 <.0001 80381413830 0.27809 D8 1 86231 12321 7.00 <.0001 38420689795 0.18337 D9 1 31960 9407.96817 3.40 0.0007 12750940959 0.10687 D10 1 -1466.18655 14360 -0.10 0.9187 275648 -0.00255 D11 1 -4925.08255 11460 -0.43 0.6675 177762207 -0.01208 D12 1 -13609 10599 -1.28 0.1995 2351815122 -0.03727 D13 1 4832.75682 11674 0.41 0.6790 8541670 0.01185 D14 1 -2340.91070 14482 -0.16 0.8716 191935846 -0.00407 D15 1 -34174 26712 -1.28 0.2012 1024062857 -0.02976 D16 1 5527.23937 7887.66972 0.70 0.4837 55271651 0.03006 D17 1 20763 8476.25252 2.45 0.0145 6231926608 0.08907 D18 1 14583 19206 0.76 0.4479 176606726 0.01795 D19 1 38943 13149 2.96 0.0032 6903783642 0.07564 D20 1 20855 8954.74010 2.33 0.0201 5920151604 0.08027 D21 1 15941 10476 1.52 0.1285 2281267890 0.04366 D22 1 11074 8357.96745 1.32 0.1856 2078279274 0.05018 D23 1 19926 9328.93379 2.14 0.0330 6418095718 0.06877 D24 1 6718.20793 8034.86310 0.84 0.4034 2912028110 0.04011 D25 1 3463.04327 12415 0.28 0.7804 125535380 0.00736 D26 1 -18906 9033.11535 -2.09 0.0367 4471878040 -0.07452 D27 1 -13007 10450 -1.24 0.2136 652211156 -0.03897 D28 1 -22345 13329 -1.68 0.0941 1787124975 -0.04340 D29 1 -23995 14294 -1.68 0.0936 2555808647 -0.04171 D30 1 -22733 11440 -1.99 0.0473 3118245083 -0.05575 D31 1 -35269 15198 -2.32 0.0206 3664760166 -0.06131 D32 1 -34352 13496 -2.55 0.0111 6544427624 -0.06673 D33 1 -18079 13264 -1.36 0.1733 1489215644 -0.03512 D34 1 -20531 26667 -0.77 0.4416 304710760 -0.01788 D35 1 -37818 27329 -1.38 0.1668 576049671 -0.03293 D36 1 -9372.39072 12574 -0.75 0.4563 737282879 -0.01993 D37 1 65214 8446.80554 7.72 <.0001 1.184979E11 0.29552 D39 1 -20263 10029 -2.02 0.0437 3420353781 -0.06071 D40 1 -969.08232 13120 -0.07 0.9411 2695810 -0.00188 D41 1 -14212 8294.54116 -1.71 0.0871 4994149382 -0.06550 D42 1 -41789 14356 -2.91 0.0037 7105299231 -0.07265 D43 1 498.63443 8498.86757 0.06 0.9532 57941684 0.00214 D44 1 -21919 26898 -0.81 0.4154 386153775 -0.01909 D45 1 -16764 19266 -0.87 0.3845 546399710 -0.02063 D46 1 21033 11736 1.79 0.0735 3479327642 0.04828 D47 1 -23858 13264 -1.80 0.0725 2700596521 -0.04634 D48 1 -3973.72955 10789 -0.37 0.7127 106171518 -0.01033 D49 1 33446 9198.57490 3.64 0.0003 20490240032 0.11891 D50 1 22927 8560.86651 2.68 0.0076 18420179960 0.09643 D51 1 -14342 16158 -0.89 0.3750 166463392 -0.02161 D52 1 5308.53286 11328 0.47 0.6395 1253040013 0.01302 D53 1 -11546 9353.55552 -1.23 0.2175 270296028 -0.03985 D54 1 -584.47676 13151 -0.04 0.9646 161253640 -0.00114 D55 1 -16988 8858.39920 -1.92 0.0555 1967065867 -0.06849 D56 1 -19700 14369 -1.37 0.1708 855077005 -0.03425 D58 1 -193.73830 14306 -0.01 0.9892 72402759 -0.00033680 D59 1 -5818.34691 12493 -0.47 0.6416 14496144 -0.01237 D60 1 -633.04720 19235 -0.03 0.9738 7440994 -0.00077913 D61 1 -4605.57459 11292 -0.41 0.6835 17750488 -0.01130 D62 1 1647.26034 11697 0.14 0.8880 345445690 0.00378 D63 1 4090.77341 11783 0.35 0.7285 723879158 0.00939 D64 1 27617 11816 2.34 0.0197 7871629171 0.06340 D65 1 4502.97434 11702 0.38 0.7005 1042658091 0.01034 D66 1 -55194 26389 -2.09 0.0368 1849043050 -0.04806 D67 1 -25738 11272 -2.28 0.0227 2576998542 -0.06312 D68 1 -26046 11802 -2.21 0.0276 2599132106 -0.05979 D69 1 -57737 26929 -2.14 0.0324 2139434909 -0.05028 D70 1 10721 10244 1.05 0.2956 3154045134 0.03078 D71 1 -40562 19138 -2.12 0.0344 2115049986 -0.04992 D73 1 -1177.20013 16232 -0.07 0.9422 126348940 -0.00177 D74 1 -29027 16105 -1.80 0.0719 1427632900 -0.04373 D75 1 5332.39815 11297 0.47 0.6370 1312621727 0.01308 D76 1 -47337 19511 -2.43 0.0155 2978015855 -0.05826 D77 1 2406.74099 26154 0.09 0.9267 98217413 0.00210 D78 1 -9029.66681 8361.19787 -1.08 0.2805 114004109 -0.04021 D79 1 -23923 19250 -1.24 0.2144 740563505 -0.02944 D80 1 40783 14280 2.86 0.0044 9062861498 0.07090 D81 1 -11070 19165 -0.58 0.5637 255597 -0.01362 D82 1 -2212.42072 13239 -0.17 0.8673 350934572 -0.00430 D83 1 -23883 9830.56102 -2.43 0.0154 3728672027 -0.08732
Sex interacting with number of departments The REG Procedure Model: MODEL3 Dependent Variable: actual Number of Observations Read 822 Number of Observations Used 822 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 92 8.56451E11 9309250136 14.73 <.0001 Error 729 4.606586E11 631904829 Corrected Total 821 1.31711E12 Root MSE 25138 R-Square 0.6503 Dependent Mean 128458 Adj R-Sq 0.6061 Coeff Var 19.56883 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 82396 9909.92082 8.31 <.0001 1.356418E13 0 ADM 1 25715 2593.43909 9.92 <.0001 96475953510 0.23658 DPTS 1 7778.55892 1833.83927 4.24 <.0001 48370565856 0.24101 rank1 1 4888.80039 3131.61974 1.56 0.1189 62535496835 0.06027 phd 1 11976 4880.39173 2.45 0.0144 32960041131 0.07842 yrsdegr 1 913.03427 114.30557 7.99 <.0001 22637117685 0.19804 r1 1 7941.85337 18855 0.42 0.6737 196777503 0.00977 r2 1 -3799.81280 3026.19371 -1.26 0.2096 75562447 -0.03035 r3 1 -1292.71353 6337.72241 -0.20 0.8384 852805082 -0.00510 r4 1 7367.57292 5878.91024 1.25 0.2105 2561773870 0.03099 yrsfull 1 -2114.38036 256.52385 -8.24 <.0001 1.074698E11 -0.32242 sex 1 3707.26144 4962.68485 0.75 0.4553 14290540242 0.03684 sexdpts 1 -729.65532 2018.76122 -0.36 0.7179 326648905 -0.02473 D1 1 -17697 8431.20862 -2.10 0.0362 12645859803 -0.07738 D2 1 -25193 10546 -2.39 0.0172 5326681002 -0.06899 D3 1 -19153 10516 -1.82 0.0690 7098674337 -0.05245 D4 1 -19510 11274 -1.73 0.0840 3922545763 -0.04785 D5 1 -13863 8795.32642 -1.58 0.1154 7690904773 -0.05336 D6 1 -15835 10189 -1.55 0.1206 4451263104 -0.04545 D7 1 89199 9781.00109 9.12 <.0001 81036216050 0.27801 D8 1 86464 12312 7.02 <.0001 39644271237 0.18387 D9 1 31784 9417.40990 3.38 0.0008 13114426600 0.10628 D10 1 -1629.83050 14367 -0.11 0.9097 15956391 -0.00283 D11 1 -4151.37590 11464 -0.36 0.7174 152291914 -0.01018 D12 1 -13389 10590 -1.26 0.2065 1989870170 -0.03667 D13 1 4987.15986 11674 0.43 0.6694 14635841 0.01223 D14 1 -1899.92287 14502 -0.13 0.8958 203497236 -0.00330 D15 1 -33145 26764 -1.24 0.2160 1066685538 -0.02886 D16 1 5469.12441 7887.73670 0.69 0.4883 40146616 0.02974 D17 1 20635 8478.02294 2.43 0.0152 6327677012 0.08852 D18 1 15132 19226 0.79 0.4315 169147725 0.01862 D19 1 39082 13149 2.97 0.0031 7120542292 0.07591 D20 1 20826 8955.72409 2.33 0.0203 5889834509 0.08016 D21 1 15543 10463 1.49 0.1379 2115162499 0.04257 D22 1 11005 8358.55972 1.32 0.1884 2102347344 0.04987 D23 1 19714 9321.66824 2.11 0.0348 6022352867 0.06804 D24 1 6894.70557 8060.49234 0.86 0.3926 2312369053 0.04117 D25 1 3427.29166 12417 0.28 0.7826 128776552 0.00729 D26 1 -19057 9033.23319 -2.11 0.0352 4441383850 -0.07512 D27 1 -13452 10442 -1.29 0.1981 721730495 -0.04031 D28 1 -22999 13358 -1.72 0.0856 1770931043 -0.04467 D29 1 -23796 14291 -1.67 0.0963 2391413292 -0.04137 D30 1 -22935 11457 -2.00 0.0457 2892862568 -0.05625 D31 1 -35653 15177 -2.35 0.0191 4307805240 -0.06198 D32 1 -34535 13505 -2.56 0.0108 6393115669 -0.06708 D33 1 -17899 13262 -1.35 0.1776 1192161278 -0.03477 D34 1 -23201 26237 -0.88 0.3768 661922099 -0.02020 D35 1 -42357 27283 -1.55 0.1210 858250246 -0.03689 D36 1 -9492.15934 12578 -0.75 0.4507 722121074 -0.02019 D37 1 65437 8448.01575 7.75 <.0001 1.195056E11 0.29653 D39 1 -20197 10032 -2.01 0.0444 3255920677 -0.06052 D40 1 -914.72195 13122 -0.07 0.9444 5245040 -0.00178 D41 1 -14323 8295.71427 -1.73 0.0847 5063471766 -0.06601 D42 1 -41833 14359 -2.91 0.0037 7095341281 -0.07272 D43 1 652.09112 8498.99507 0.08 0.9389 77381260 0.00280 D44 1 -22059 26901 -0.82 0.4125 394023314 -0.01921 D45 1 -16511 19265 -0.86 0.3917 517335269 -0.02032 D46 1 20271 11720 1.73 0.0841 3189770506 0.04653 D47 1 -23877 13267 -1.80 0.0723 2747831394 -0.04638 D48 1 -3758.08298 10788 -0.35 0.7277 84441639 -0.00977 D49 1 33418 9199.60576 3.63 0.0003 20461965005 0.11881 D50 1 22954 8561.97176 2.68 0.0075 18736083552 0.09654 D51 1 -15209 16071 -0.95 0.3443 246167976 -0.02291 D52 1 5236.69628 11342 0.46 0.6444 1108623642 0.01284 D53 1 -11502 9361.92140 -1.23 0.2196 300819896 -0.03970 D54 1 -412.06826 13152 -0.03 0.9750 173802216 -0.00080042 D55 1 -16999 8860.41654 -1.92 0.0554 2017393225 -0.06854 D56 1 -19496 14366 -1.36 0.1752 810221141 -0.03389 D58 1 -128.38525 14308 -0.01 0.9928 75840345 -0.00022319 D59 1 -6074.33954 12570 -0.48 0.6291 35739355 -0.01292 D60 1 -876.34093 19235 -0.05 0.9637 5681760 -0.00108 D61 1 -4458.64564 11293 -0.39 0.6931 23278405 -0.01093 D62 1 1248.30181 11691 0.11 0.9150 312243606 0.00287 D63 1 4212.95037 11792 0.36 0.7210 706679582 0.00967 D64 1 27564 11817 2.33 0.0199 7858938893 0.06327 D65 1 4672.44556 11701 0.40 0.6898 1097670086 0.01073 D66 1 -56354 26771 -2.11 0.0356 1697241133 -0.04907 D67 1 -25870 11282 -2.29 0.0221 2552907648 -0.06345 D68 1 -25753 11826 -2.18 0.0297 2553368941 -0.05912 D69 1 -62742 27188 -2.31 0.0213 2700184669 -0.05464 D70 1 10730 10246 1.05 0.2953 3135509842 0.03080 D71 1 -40630 19190 -2.12 0.0346 2130475904 -0.05001 D73 1 -696.27855 16269 -0.04 0.9659 153833253 -0.00105 D74 1 -28279 16145 -1.75 0.0803 1289823391 -0.04260 D75 1 5404.72240 11299 0.48 0.6326 1330015112 0.01326 D76 1 -48991 19366 -2.53 0.0116 3328385672 -0.06030 D77 1 3543.88600 26218 0.14 0.8925 129608272 0.00309 D78 1 -8931.36046 8363.05063 -1.07 0.2859 112894385 -0.03977 D79 1 -23373 19270 -1.21 0.2255 686521638 -0.02877 D80 1 40776 14282 2.86 0.0044 9034921148 0.07089 D81 1 -10223 19186 -0.53 0.5943 678324 -0.01258 D82 1 -2741.08234 13195 -0.21 0.8355 308555673 -0.00532 D83 1 -23791 9845.55208 -2.42 0.0159 3689666979 -0.08698
Sex interacting with rank at first hire The REG Procedure Model: MODEL4 Dependent Variable: actual Number of Observations Read 822 Number of Observations Used 822 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 92 8.604499E11 9352716280 14.93 <.0001 Error 729 4.566597E11 626419390 Corrected Total 821 1.31711E12 Root MSE 25028 R-Square 0.6533 Dependent Mean 128458 Adj R-Sq 0.6095 Coeff Var 19.48371 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 76640 9754.84190 7.86 <.0001 1.356418E13 0 ADM 1 25829 2582.32345 10.00 <.0001 96475953510 0.23763 DPTS 1 6949.71341 883.40245 7.87 <.0001 48370565856 0.21533 rank1 1 14971 5029.35725 2.98 0.0030 62535496835 0.18457 phd 1 12647 4848.18922 2.61 0.0093 32960041131 0.08281 yrsdegr 1 920.30728 113.84415 8.08 <.0001 22637117685 0.19962 r1 1 10074 18792 0.54 0.5921 196777503 0.01240 r2 1 -3577.27278 3005.39801 -1.19 0.2343 75562447 -0.02857 r3 1 -2200.04130 6319.41735 -0.35 0.7278 852805082 -0.00867 r4 1 8378.36032 5866.43950 1.43 0.1537 2561773870 0.03524 yrsfull 1 -2122.28777 255.40827 -8.31 <.0001 1.074698E11 -0.32363 sex 1 8995.00952 3725.08695 2.41 0.0160 14290540242 0.08939 sexrnk1 1 -12254 4800.59721 -2.55 0.0109 12504948993 -0.15282 D1 1 -16207 8415.03392 -1.93 0.0545 11798836809 -0.07086 D2 1 -25492 10485 -2.43 0.0153 6877537350 -0.06981 D3 1 -18732 10472 -1.79 0.0741 7768607185 -0.05130 D4 1 -15614 11320 -1.38 0.1682 2608871899 -0.03829 D5 1 -11884 8791.36168 -1.35 0.1769 6516438060 -0.04574 D6 1 -15043 10149 -1.48 0.1387 4666911819 -0.04318 D7 1 89645 9738.35317 9.21 <.0001 78706071436 0.27940 D8 1 87243 12259 7.12 <.0001 38958290049 0.18553 D9 1 32226 9368.88077 3.44 0.0006 11794329264 0.10776 D10 1 -1643.22700 14273 -0.12 0.9084 16211417 -0.00286 D11 1 -2264.65395 11415 -0.20 0.8428 40190180 -0.00555 D12 1 -11961 10554 -1.13 0.2575 2035272781 -0.03276 D13 1 6515.00327 11639 0.56 0.5758 28563799 0.01598 D14 1 -1497.17115 14421 -0.10 0.9173 200650346 -0.00260 D15 1 -28418 26673 -1.07 0.2870 596749414 -0.02475 D16 1 6512.49857 7864.27566 0.83 0.4079 38210539 0.03542 D17 1 21222 8442.19499 2.51 0.0122 5650110683 0.09104 D18 1 16248 19130 0.85 0.3960 214724082 0.02000 D19 1 38612 13093 2.95 0.0033 6376678474 0.07500 D20 1 21752 8924.26544 2.44 0.0150 5655319033 0.08372 D21 1 16404 10421 1.57 0.1159 1907347278 0.04492 D22 1 12735 8349.34129 1.53 0.1276 2329499899 0.05771 D23 1 20655 9288.59608 2.22 0.0265 5832513320 0.07129 D24 1 7874.97342 8014.49597 0.98 0.3261 2755738653 0.04702 D25 1 4549.16160 12370 0.37 0.7132 119691842 0.00967 D26 1 -17792 9005.83839 -1.98 0.0486 4462112778 -0.07013 D27 1 -13425 10391 -1.29 0.1968 1110220489 -0.04023 D28 1 -20638 13287 -1.55 0.1208 1771641983 -0.04009 D29 1 -22393 14239 -1.57 0.1162 2349274443 -0.03893 D30 1 -22423 11393 -1.97 0.0494 3409409003 -0.05499 D31 1 -30798 15219 -2.02 0.0434 3075641549 -0.05354 D32 1 -34463 13439 -2.56 0.0105 7050468188 -0.06694 D33 1 -16063 13204 -1.22 0.2242 1196530062 -0.03120 D34 1 -16656 26251 -0.63 0.5259 379154582 -0.01450 D35 1 -44390 26801 -1.66 0.0981 1367188768 -0.03866 D36 1 -7763.36633 12538 -0.62 0.5360 666648635 -0.01651 D37 1 66850 8428.37431 7.93 <.0001 1.212584E11 0.30293 D39 1 -18910 9990.21853 -1.89 0.0588 3273636844 -0.05666 D40 1 119.93747 13068 0.01 0.9927 3386791 0.00023297 D41 1 -13534 8263.92008 -1.64 0.1019 5475780394 -0.06238 D42 1 -39962 14313 -2.79 0.0054 6809759572 -0.06947 D43 1 1837.65486 8474.80123 0.22 0.8284 80299399 0.00788 D44 1 -21416 26785 -0.80 0.4242 434036275 -0.01865 D45 1 -16156 19182 -0.84 0.3999 583069978 -0.01988 D46 1 21243 11655 1.82 0.0688 3025699331 0.04876 D47 1 -21839 13233 -1.65 0.0993 2488150970 -0.04242 D48 1 -2873.73479 10746 -0.27 0.7892 103276427 -0.00747 D49 1 33756 9160.52397 3.68 0.0002 19151874999 0.12001 D50 1 24490 8543.92735 2.87 0.0043 19000898623 0.10300 D51 1 -12898 16026 -0.80 0.4212 170225904 -0.01943 D52 1 6963.07810 11290 0.62 0.5376 1304642422 0.01708 D53 1 -9756.36009 9341.87027 -1.04 0.2967 192463465 -0.03367 D54 1 1641.65171 13120 0.13 0.9005 250002890 0.00319 D55 1 -15461 8842.41442 -1.75 0.0808 1765489480 -0.06234 D56 1 -17620 14322 -1.23 0.2190 710839025 -0.03063 D58 1 1329.61771 14257 0.09 0.9257 95015870 0.00231 D59 1 -4095.91097 12445 -0.33 0.7422 36996150 -0.00871 D60 1 649.26916 19159 0.03 0.9730 10771013 0.00079910 D61 1 -3995.23628 11245 -0.36 0.7225 9346472 -0.00980 D62 1 3275.56472 11661 0.28 0.7789 406692055 0.00752 D63 1 6030.19332 11758 0.51 0.6082 890595752 0.01384 D64 1 27414 11766 2.33 0.0201 7240402078 0.06293 D65 1 6014.54740 11662 0.52 0.6062 1174212239 0.01381 D66 1 -47340 26422 -1.79 0.0736 1224154286 -0.04122 D67 1 -24275 11239 -2.16 0.0311 2385116984 -0.05953 D68 1 -23277 11801 -1.97 0.0489 2052421244 -0.05343 D69 1 -62924 26390 -2.38 0.0174 2918889735 -0.05479 D70 1 11773 10208 1.15 0.2492 3269405616 0.03379 D71 1 -36703 19079 -1.92 0.0548 1685650539 -0.04517 D73 1 803.10245 16180 0.05 0.9604 184139189 0.00121 D74 1 -25620 16074 -1.59 0.1114 1052233936 -0.03860 D75 1 6411.35577 11257 0.57 0.5692 1450641319 0.01572 D76 1 -44882 19331 -2.32 0.0205 2734120619 -0.05524 D77 1 -650.83900 26069 -0.02 0.9801 44452714 -0.00056676 D78 1 -7970.19526 8334.95353 -0.96 0.3393 42658159 -0.03549 D79 1 -23368 19166 -1.22 0.2231 695361843 -0.02876 D80 1 42216 14230 2.97 0.0031 9663758587 0.07339 D81 1 -14045 19116 -0.73 0.4627 21948289 -0.01729 D82 1 -3734.99344 13136 -0.28 0.7762 228008723 -0.00726 D83 1 -23429 9789.83162 -2.39 0.0170 3587894791 -0.08566
Sex interacting with years to full professor The REG Procedure Model: MODEL5 Dependent Variable: actual Number of Observations Read 822 Number of Observations Used 822 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 92 8.600025E11 9347853367 14.91 <.0001 Error 729 4.571071E11 627033091 Corrected Total 821 1.31711E12 Root MSE 25041 R-Square 0.6529 Dependent Mean 128458 Adj R-Sq 0.6091 Coeff Var 19.49325 Parameter Estimates Parameter Standard Standardized Variable DF Estimate Error t Value Pr > |t| Type I SS Estimate Intercept 1 78070 9649.14769 8.09 <.0001 1.356418E13 0 ADM 1 25672 2583.12351 9.94 <.0001 96475953510 0.23619 DPTS 1 6960.55032 883.97898 7.87 <.0001 48370565856 0.21567 rank1 1 5420.55297 3126.98266 1.73 0.0834 62535496835 0.06683 phd 1 12561 4849.62246 2.59 0.0098 32960041131 0.08225 yrsdegr 1 898.87942 114.01548 7.88 <.0001 22637117685 0.19497 r1 1 7855.59454 18782 0.42 0.6759 196777503 0.00967 r2 1 -3677.46789 3005.66951 -1.22 0.2215 75562447 -0.02937 r3 1 -2202.82490 6323.75339 -0.35 0.7277 852805082 -0.00868 r4 1 8072.28851 5862.95193 1.38 0.1690 2561773870 0.03395 yrsfull 1 -1468.13757 370.20728 -3.97 <.0001 1.074698E11 -0.22388 sex 1 9010.14103 3847.53138 2.34 0.0195 14290540242 0.08954 sexyrsfu 1 -876.62910 364.13786 -2.41 0.0163 13998871837 -0.13434 D1 1 -16892 8404.99584 -2.01 0.0448 11795585335 -0.07385 D2 1 -25595 10491 -2.44 0.0149 6466272874 -0.07010 D3 1 -19002 10476 -1.81 0.0701 7474056694 -0.05204 D4 1 -17044 11271 -1.51 0.1309 2881564614 -0.04180 D5 1 -12599 8777.10553 -1.44 0.1516 6526744328 -0.04849 D6 1 -15569 10150 -1.53 0.1255 4615969885 -0.04469 D7 1 88706 9744.61164 9.10 <.0001 77488014483 0.27647 D8 1 86889 12263 7.09 <.0001 39239036718 0.18477 D9 1 32180 9373.32352 3.43 0.0006 12437413598 0.10760 D10 1 -3793.50924 14299 -0.27 0.7909 70447555 -0.00659 D11 1 -3996.59135 11390 -0.35 0.7258 104011087 -0.00980 D12 1 -12582 10551 -1.19 0.2334 1999861011 -0.03446 D13 1 6183.98832 11640 0.53 0.5954 40631385 0.01517 D14 1 -1568.36238 14428 -0.11 0.9135 158221837 -0.00273 D15 1 -31489 26621 -1.18 0.2372 749218770 -0.02742 D16 1 5844.19089 7858.76728 0.74 0.4573 33189258 0.03178 D17 1 20779 8443.85359 2.46 0.0141 5770411576 0.08914 D18 1 14782 19131 0.77 0.4400 172144947 0.01819 D19 1 38533 13100 2.94 0.0034 6558240881 0.07485 D20 1 20832 8920.79861 2.34 0.0198 5403177575 0.08018 D21 1 15717 10421 1.51 0.1319 1870354479 0.04304 D22 1 11975 8335.73687 1.44 0.1513 2295389648 0.05426 D23 1 19665 9285.53662 2.12 0.0345 5545857340 0.06787 D24 1 7185.63162 8007.30551 0.90 0.3698 2705031897 0.04291 D25 1 3984.22988 12371 0.32 0.7475 121805848 0.00847 D26 1 -19042 8997.53576 -2.12 0.0346 4914496159 -0.07506 D27 1 -13610 10396 -1.31 0.1909 988872551 -0.04078 D28 1 -21511 13278 -1.62 0.1057 1791480956 -0.04178 D29 1 -23048 14239 -1.62 0.1059 2364751982 -0.04007 D30 1 -22454 11398 -1.97 0.0492 3157604373 -0.05507 D31 1 -33290 15131 -2.20 0.0281 3411510604 -0.05787 D32 1 -34345 13446 -2.55 0.0108 6733309215 -0.06671 D33 1 -16855 13200 -1.28 0.2020 1216917544 -0.03274 D34 1 -17615 26241 -0.67 0.5022 365931765 -0.01534 D35 1 -41973 26780 -1.57 0.1175 1143448428 -0.03655 D36 1 -8124.66569 12539 -0.65 0.5172 610860726 -0.01728 D37 1 65866 8414.72261 7.83 <.0001 1.199077E11 0.29847 D39 1 -19464 9988.06048 -1.95 0.0517 3233157821 -0.05832 D40 1 -433.59487 13070 -0.03 0.9735 3556249 -0.00084224 D41 1 -14146 8262.98665 -1.71 0.0873 5485049071 -0.06519 D42 1 -40811 14308 -2.85 0.0045 6929254176 -0.07095 D43 1 981.62963 8466.62063 0.12 0.9077 54941524 0.00421 D44 1 -22029 26797 -0.82 0.4113 441517460 -0.01918 D45 1 -16719 19191 -0.87 0.3839 584680406 -0.02058 D46 1 21123 11659 1.81 0.0704 3208611812 0.04849 D47 1 -23002 13219 -1.74 0.0823 2650765466 -0.04468 D48 1 -3292.23136 10748 -0.31 0.7594 90943893 -0.00856 D49 1 33385 9163.95912 3.64 0.0003 19444965635 0.11869 D50 1 23569 8531.37764 2.76 0.0059 18511297647 0.09913 D51 1 -13178 16031 -0.82 0.4113 156474874 -0.01985 D52 1 5842.98759 11274 0.52 0.6044 1178776425 0.01433 D53 1 -10861 9322.70143 -1.16 0.2444 271120563 -0.03748 D54 1 1285.03580 13120 0.10 0.9220 261383712 0.00250 D55 1 -15666 8843.48981 -1.77 0.0769 1612039578 -0.06316 D56 1 -18039 14323 -1.26 0.2083 697008864 -0.03136 D58 1 673.42450 14256 0.05 0.9623 89496800 0.00117 D59 1 -5097.94321 12439 -0.41 0.6821 24613201 -0.01084 D60 1 530.50349 19168 0.03 0.9779 14714493 0.00065293 D61 1 -5029.48364 11250 -0.45 0.6550 2512139 -0.01233 D62 1 2288.92643 11649 0.20 0.8443 346794159 0.00525 D63 1 5057.07965 11746 0.43 0.6669 796393316 0.01161 D64 1 27210 11772 2.31 0.0211 7398029068 0.06246 D65 1 6093.86469 11671 0.52 0.6017 1285598559 0.01399 D66 1 -48102 26419 -1.82 0.0691 1253402115 -0.04189 D67 1 -23999 11253 -2.13 0.0333 2168635292 -0.05886 D68 1 -23078 11821 -1.95 0.0513 1906504530 -0.05297 D69 1 -65814 26478 -2.49 0.0132 3122913385 -0.05731 D70 1 11227 10207 1.10 0.2717 3295508594 0.03223 D71 1 -37517 19072 -1.97 0.0495 1724836867 -0.04618 D73 1 174.41462 16179 0.01 0.9914 180940342 0.00026275 D74 1 -26254 16069 -1.63 0.1027 1069845692 -0.03955 D75 1 6209.85418 11260 0.55 0.5815 1543873860 0.01523 D76 1 -45530 19327 -2.36 0.0187 2753496682 -0.05604 D77 1 88.13932 26071 0.00 0.9973 67314607 0.00007675 D78 1 -9010.99803 8329.62162 -1.08 0.2797 74789215 -0.04012 D79 1 -22953 19177 -1.20 0.2317 636707357 -0.02825 D80 1 41759 14232 2.93 0.0034 9661888135 0.07259 D81 1 -14508 19146 -0.76 0.4489 18348729 -0.01786 D82 1 -4243.80464 13151 -0.32 0.7470 234874403 -0.00824 D83 1 -24617 9795.63140 -2.51 0.0122 3960109911 -0.09000