2000-01 FACULTY EQUITY REGRESSION MODEL Division of Management Information PN 99038 Assistant Salary Limited to +/- 10% of UI Assistant Salaries Model: All faculty combined R1=Native Amer, R3=African Amer, R4=Asian Amer, R5=HispanicDescriptive Statistics for all variables in all regressions
Descriptive Statistics Variables Sum Mean Uncorrected SS Variance Std Deviation INTERCEP 1871 1 1871 0 0 CPROF 899 0.4804917157 899 0.2497529132 0.4997528521 CASSOC 539 0.28808124 539 0.2052001132 0.452990191 CADM 200 0.1068947087 200 0.0955192825 0.3090619396 CDPTS 2970 1.5873864244 6076 0.7280547164 0.853261224 CRANK1 1479 0.7904863709 1479 0.1657062339 0.4070703059 CPHD 1678 0.8968466061 1678 0.0925622433 0.3042404367 CLIB 78 0.0416889364 78 0.0399723331 0.1999308209 CYRSDEGR 35372.7 18.905772314 873525.99 109.50683297 10.464551255 CR1 4 0.0021378942 4 0.0021344644 0.046200264 CR3 55 0.0293960449 55 0.0285471752 0.1689590931 CR4 194 0.1036878675 194 0.0929863924 0.3049367022 CR5 56 0.0299305184 56 0.0290502091 0.1704412188 CSEX 1428 0.7632282202 1428 0.1808075409 0.4252146998 ASSTSAL 101359273 54173.849813 5.7808681E12 154997892.21 12449.814947 ACTUAL 145191537 77601.035275 1.269916E13 765853587.7 27674.059834 SEXSAL 79359566 42415.588455 4.6258619E12 673678727.86 25955.321764 SEXYRSD 28795.6 15.390486371 736754.12 156.99242281 12.52966172 SEXADM 164 0.0876536611 164 0.0800132618 0.2828661553 SEXDPTS 2291 1.2244788883 4755 1.0426304101 1.0210927529 SEXRNK1 1097 0.5863174773 1097 0.2426789986 0.4926246021 LOGSAL 20958.884575 11.201969308 234989.42443 0.1115736388 0.3340264043 C2 20 0.0106894709 20 0.0105808613 0.1028633135 C3 36 0.0192410476 36 0.018880921 0.1374078637 C4 42 0.0224478888 42 0.0219557159 0.1481746128 C5 22 0.011758418 22 0.0116263716 0.1078256535 C6 25 0.0133618386 25 0.0131903498 0.1148492479 C7 51 0.0272581507 51 0.0265293232 0.1628782464 C8 21 0.0112239444 21 0.0111039022 0.1053750551 C9 32 0.0171031534 32 0.0168196252 0.1296904977 C10 17 0.0090860502 17 0.0090083086 0.0949121101 C11 43 0.0229823624 43 0.022466181 0.1498872275 C12 8 0.0042757883 8 0.0042597827 0.065267011 C13 24 0.012827365 24 0.0126695953 0.1125592969 C14 21 0.0112239444 21 0.0111039022 0.1053750551 C15 10 0.0053447354 10 0.0053190121 0.0729315577 C16 11 0.005879209 11 0.0058477694 0.0764707092 C17 9 0.0048102619 9 0.0047896832 0.0692075374 C18 18 0.0096205238 18 0.0095330645 0.0976374133 C19 33 0.0176376269 33 0.0173358066 0.1316655102 C20 48 0.0256547301 48 0.0250099321 0.1581452878 C21 83 0.0443613041 83 0.0424160491 0.2059515697 C22 20 0.0106894709 20 0.0105808613 0.1028633135 C23 28 0.0149652592 28 0.0147491833 0.1214462156 C24 44 0.0235168359 44 0.0229760744 0.1515786082 C25 10 0.0053447354 10 0.0053190121 0.0729315577 C26 55 0.0293960449 55 0.0285471752 0.1689590931 C27 16 0.0085515767 16 0.0084829812 0.0921031007 C28 32 0.0171031534 32 0.0168196252 0.1296904977 C29 48 0.0256547301 48 0.0250099321 0.1581452878 C30 8 0.0042757883 8 0.0042597827 0.065267011 C31 9 0.0048102619 9 0.0047896832 0.0692075374 C32 62 0.0331373597 62 0.0320564084 0.179043035 C33 10 0.0053447354 10 0.0053190121 0.0729315577 C34 13 0.0069481561 13 0.006903569 0.0830877185 C35 5 0.0026723677 5 0.0026666514 0.0516396304 C36 13 0.0069481561 13 0.006903569 0.0830877185 C37 11 0.005879209 11 0.0058477694 0.0764707092 C38 32 0.0171031534 32 0.0168196252 0.1296904977 C39 8 0.0042757883 8 0.0042597827 0.065267011 C40 1 0.0005344735 1 0.0005344735 0.0231186839 C41 25 0.0133618386 25 0.0131903498 0.1148492479 C42 9 0.0048102619 9 0.0047896832 0.0692075374 C43 14 0.0074826296 14 0.0074306113 0.0862009938 C44 12 0.0064136825 12 0.006375955 0.0798495772 C45 13 0.0069481561 13 0.006903569 0.0830877185 C46 7 0.0037413148 7 0.0037293106 0.0610680816 C47 3 0.0016034206 3 0.0016017057 0.0400213161 C48 54 0.0288615714 54 0.0280435696 0.1674621438 C49 6 0.0032068413 6 0.0031982668 0.0565532211 C50 9 0.0048102619 9 0.0047896832 0.0692075374 C51 8 0.0042757883 8 0.0042597827 0.065267011 C52 16 0.0085515767 16 0.0084829812 0.0921031007 C53 11 0.005879209 11 0.0058477694 0.0764707092 C54 13 0.0069481561 13 0.006903569 0.0830877185 C55 10 0.0053447354 10 0.0053190121 0.0729315577 C56 41 0.0219134153 41 0.0214446791 0.1464400189 C57 13 0.0069481561 13 0.006903569 0.0830877185 C58 69 0.0368786745 69 0.0355376318 0.1885142748 C59 11 0.005879209 11 0.0058477694 0.0764707092 C60 18 0.0096205238 18 0.0095330645 0.0976374133 C61 11 0.005879209 11 0.0058477694 0.0764707092 C62 23 0.0122928915 23 0.0121482692 0.1102191873 C63 54 0.0288615714 54 0.0280435696 0.1674621438 C64 9 0.0048102619 9 0.0047896832 0.0692075374 C65 4 0.0021378942 4 0.0021344644 0.046200264 C66 20 0.0106894709 20 0.0105808613 0.1028633135 C67 15 0.0080171032 15 0.0079570821 0.0892024779 C68 19 0.0101549973 19 0.0100572487 0.1002858349 C69 0 0 0 0 0 C70 8 0.0042757883 8 0.0042597827 0.065267011 C71 14 0.0074826296 14 0.0074306113 0.0862009938 C72 37 0.0197755211 37 0.0193948159 0.1392652717 C73 11 0.005879209 11 0.0058477694 0.0764707092 C74 10 0.0053447354 10 0.0053190121 0.0729315577 C75 13 0.0069481561 13 0.006903569 0.0830877185 C76 10 0.0053447354 10 0.0053190121 0.0729315577 C77 9 0.0048102619 9 0.0047896832 0.0692075374 C78 4 0.0021378942 4 0.0021344644 0.046200264 C79 3 0.0016034206 3 0.0016017057 0.0400213161 C80 22 0.011758418 22 0.0116263716 0.1078256535 C81 30 0.0160342063 30 0.0157855475 0.1256405488 C82 0 0 0 0 0 C83 26 0.0138963121 26 0.0137105326 0.1170919833 C84 13 0.0069481561 13 0.006903569 0.0830877185 C85 13 0.0069481561 13 0.006903569 0.0830877185 C86 14 0.0074826296 14 0.0074306113 0.0862009938 C87 79 0.0422234099 79 0.0404622196 0.2011522299 C88 0 0 0 0 0 C89 0 0 0 0 0 C90 0 0 0 0 0
All Ranks Combined
Full Professors
Descriptive Statistics Variables Sum Mean Uncorrected SS Variance Std Deviation INTERCEP 899 1 899 0 0 CADM 152 0.1690767519 152 0.1406462513 0.3750283341 CDPTS 1573 1.7497219132 3565 0.9049971386 0.9513133756 CRANK1 598 0.6651835373 598 0.2229624106 0.4721889565 CPHD 826 0.9187986652 826 0.0746907601 0.2732961033 CLIB 16 0.0177975528 16 0.0175002663 0.1322885721 CYRSDEGR 23254.3 25.866852058 655796.51 60.446516917 7.7747358101 CR1 0 0 0 0 0 CR3 17 0.0189098999 17 0.0185729752 0.1362827031 CR4 73 0.0812013348 73 0.0746907601 0.2732961033 CR5 15 0.0166852058 15 0.0164250801 0.1281603686 CSEX 783 0.8709677419 783 0.1125080825 0.3354222451 CYRSFULL 8072.3 8.9791991101 106831.13 38.249822966 6.184644126 ASSTSAL 49728680 55315.550612 2.8865684E12 151223979.03 12297.315928 ACTUAL 85648216 95270.540601 8.8164129E12 731248344.19 27041.60395 SEXSAL 44005640 48949.543938 2.5892838E12 484663409.57 22015.072327 SEXYRSD 20511.1 22.815461624 585120.87 130.45729965 11.421790562 SEXADM 134 0.149054505 134 0.1269785037 0.3563404323 SEXDPTS 1364 1.5172413793 3076 1.1208048537 1.0586807138 SEXRNK1 520 0.5784204672 520 0.2441217785 0.4940868127 SEXYRSFU 6843.2 7.6120133482 88992.68 41.093708525 6.4104374676 C2 11 0.0122358176 11 0.0120995613 0.1099980057 C3 21 0.0233592881 21 0.0228390367 0.1511258968 C4 27 0.0300333704 27 0.0291638073 0.1707741413 C5 7 0.0077864294 7 0.0077344042 0.0879454617 C6 10 0.0111234705 10 0.0110119881 0.1049380202 C7 27 0.0300333704 27 0.0291638073 0.1707741413 C8 8 0.0088987764 8 0.0088294096 0.093964938 C9 19 0.021134594 19 0.0207109607 0.1439130317 C10 12 0.0133481646 12 0.013184657 0.1148244619 C11 16 0.0177975528 16 0.0175002663 0.1322885721 C12 3 0.0033370412 3 0.003329609 0.0577027642 C13 14 0.0155728587 14 0.0153474165 0.1238846902 C14 7 0.0077864294 7 0.0077344042 0.0879454617 C15 4 0.0044493882 4 0.0044345239 0.0665922209 C16 4 0.0044493882 4 0.0044345239 0.0665922209 C17 4 0.0044493882 4 0.0044345239 0.0665922209 C18 10 0.0111234705 10 0.0110119881 0.1049380202 C19 16 0.0177975528 16 0.0175002663 0.1322885721 C20 24 0.0266963293 24 0.0260125703 0.161284129 C21 52 0.0578420467 52 0.0545570307 0.233574465 C22 8 0.0088987764 8 0.0088294096 0.093964938 C23 17 0.0189098999 17 0.0185729752 0.1362827031 C24 18 0.0200222469 18 0.0196432066 0.1401542245 C25 6 0.0066740823 6 0.0066369215 0.0814673033 C26 42 0.0467185762 42 0.0445855454 0.2111528959 C27 9 0.0100111235 9 0.0099219375 0.0996089229 C28 12 0.0133481646 12 0.013184657 0.1148244619 C29 22 0.0244716352 22 0.0238993586 0.1545941739 C30 2 0.0022246941 2 0.0022222167 0.0471403937 C31 2 0.0022246941 2 0.0022222167 0.0471403937 C32 23 0.0255839822 23 0.0249572031 0.1579784894 C33 4 0.0044493882 4 0.0044345239 0.0665922209 C34 6 0.0066740823 6 0.0066369215 0.0814673033 C35 2 0.0022246941 2 0.0022222167 0.0471403937 C36 5 0.0055617353 5 0.0055369614 0.0744107612 C37 7 0.0077864294 7 0.0077344042 0.0879454617 C38 21 0.0233592881 21 0.0228390367 0.1511258968 C39 3 0.0033370412 3 0.003329609 0.0577027642 C40 0 0 0 0 0 C41 10 0.0111234705 10 0.0110119881 0.1049380202 C42 3 0.0033370412 3 0.003329609 0.0577027642 C43 8 0.0088987764 8 0.0088294096 0.093964938 C44 6 0.0066740823 6 0.0066369215 0.0814673033 C45 8 0.0088987764 8 0.0088294096 0.093964938 C46 4 0.0044493882 4 0.0044345239 0.0665922209 C47 2 0.0022246941 2 0.0022222167 0.0471403937 C48 30 0.0333704116 30 0.0322927479 0.1797018307 C49 1 0.0011123471 1 0.0011123471 0.0333518673 C50 5 0.0055617353 5 0.0055369614 0.0744107612 C51 4 0.0044493882 4 0.0044345239 0.0665922209 C52 9 0.0100111235 9 0.0099219375 0.0996089229 C53 5 0.0055617353 5 0.0055369614 0.0744107612 C54 7 0.0077864294 7 0.0077344042 0.0879454617 C55 3 0.0033370412 3 0.003329609 0.0577027642 C56 18 0.0200222469 18 0.0196432066 0.1401542245 C57 5 0.0055617353 5 0.0055369614 0.0744107612 C58 45 0.0500556174 45 0.0476030036 0.2181811256 C59 5 0.0055617353 5 0.0055369614 0.0744107612 C60 7 0.0077864294 7 0.0077344042 0.0879454617 C61 5 0.0055617353 5 0.0055369614 0.0744107612 C62 10 0.0111234705 10 0.0110119881 0.1049380202 C63 36 0.0400444939 36 0.0384837397 0.1961727292 C64 4 0.0044493882 4 0.0044345239 0.0665922209 C65 1 0.0011123471 1 0.0011123471 0.0333518673 C66 4 0.0044493882 4 0.0044345239 0.0665922209 C67 5 0.0055617353 5 0.0055369614 0.0744107612 C68 7 0.0077864294 7 0.0077344042 0.0879454617 C69 0 0 0 0 0 C70 5 0.0055617353 5 0.0055369614 0.0744107612 C71 10 0.0111234705 10 0.0110119881 0.1049380202 C72 27 0.0300333704 27 0.0291638073 0.1707741413 C73 5 0.0055617353 5 0.0055369614 0.0744107612 C74 3 0.0033370412 3 0.003329609 0.0577027642 C75 3 0.0033370412 3 0.003329609 0.0577027642 C76 1 0.0011123471 1 0.0011123471 0.0333518673 C77 3 0.0033370412 3 0.003329609 0.0577027642 C78 1 0.0011123471 1 0.0011123471 0.0333518673 C79 1 0.0011123471 1 0.0011123471 0.0333518673 C80 9 0.0100111235 9 0.0099219375 0.0996089229 C81 12 0.0133481646 12 0.013184657 0.1148244619 C82 0 0 0 0 0 C83 12 0.0133481646 12 0.013184657 0.1148244619 C84 6 0.0066740823 6 0.0066369215 0.0814673033 C85 2 0.0022246941 2 0.0022222167 0.0471403937 C86 3 0.0033370412 3 0.003329609 0.0577027642 C87 17 0.0189098999 17 0.0185729752 0.1362827031 C88 0 0 0 0 0 C89 0 0 0 0 0 C90 0 0 0 0 0
Associate Professors
Descriptive Statistics Variables Sum Mean Uncorrected SS Variance Std Deviation INTERCEP 539 1 539 0 0 CADM 45 0.0834879406 45 0.0766599306 0.276875298 CDPTS 833 1.5454545455 1609 0.5978371071 0.7731992674 CRANK1 448 0.8311688312 448 0.1405880365 0.3749507121 CPHD 474 0.879406308 474 0.106247974 0.3259570125 CLIB 34 0.0630797774 34 0.0592105717 0.2433322249 CYRSDEGR 9131.3 16.941187384 183889.71 54.265140595 7.3664876702 CR1 0 0 0 0 0 CR3 21 0.038961039 21 0.0375126732 0.1936818866 CR4 46 0.0853432282 46 0.0782048541 0.2796513081 CR5 17 0.0315398887 17 0.0306018994 0.1749339859 CSEX 369 0.6846011132 369 0.2163237718 0.4651061941 CYRSASSO 3106.3 5.7630797774 25302.65 13.75612507 3.7089250558 ASSTSAL 28503139 52881.519481 1.5906281E12 154904888.09 12446.079226 ACTUAL 35445551 65761.690167 2.4600996E12 240037683.7 15493.149573 C2 3 0.0055658627 3 0.0055451718 0.0744659101 C3 8 0.0148423006 8 0.0146491851 0.1210338181 C4 9 0.0166975881 9 0.0164492969 0.1282548122 C5 8 0.0148423006 8 0.0146491851 0.1210338181 C6 9 0.0166975881 9 0.0164492969 0.1282548122 C7 15 0.0278293135 15 0.0271051307 0.1646363589 C8 9 0.0166975881 9 0.0164492969 0.1282548122 C9 6 0.0111317254 6 0.0110282707 0.1050155737 C10 4 0.0074211503 4 0.0073797684 0.0859055784 C11 10 0.0185528757 10 0.0182425116 0.1350648422 C12 2 0.0037105751 2 0.0037036782 0.0608578521 C13 4 0.0074211503 4 0.0073797684 0.0859055784 C14 9 0.0166975881 9 0.0164492969 0.1282548122 C15 3 0.0055658627 3 0.0055451718 0.0744659101 C16 4 0.0074211503 4 0.0073797684 0.0859055784 C17 1 0.0018552876 1 0.0018552876 0.0430730492 C18 8 0.0148423006 8 0.0146491851 0.1210338181 C19 9 0.0166975881 9 0.0164492969 0.1282548122 C20 8 0.0148423006 8 0.0146491851 0.1210338181 C21 16 0.0296846011 16 0.0288569635 0.169873375 C22 9 0.0166975881 9 0.0164492969 0.1282548122 C23 6 0.0111317254 6 0.0110282707 0.1050155737 C24 16 0.0296846011 16 0.0288569635 0.169873375 C25 3 0.0055658627 3 0.0055451718 0.0744659101 C26 6 0.0111317254 6 0.0110282707 0.1050155737 C27 5 0.0092764378 5 0.009207468 0.0959555525 C28 13 0.0241187384 13 0.023580774 0.1535603268 C29 18 0.0333951763 18 0.0323399383 0.1798330847 C30 2 0.0037105751 2 0.0037036782 0.0608578521 C31 4 0.0074211503 4 0.0073797684 0.0859055784 C32 23 0.0426716141 23 0.0409266782 0.202303431 C33 4 0.0074211503 4 0.0073797684 0.0859055784 C34 5 0.0092764378 5 0.009207468 0.0959555525 C35 1 0.0018552876 1 0.0018552876 0.0430730492 C36 3 0.0055658627 3 0.0055451718 0.0744659101 C37 3 0.0055658627 3 0.0055451718 0.0744659101 C38 6 0.0111317254 6 0.0110282707 0.1050155737 C39 4 0.0074211503 4 0.0073797684 0.0859055784 C40 1 0.0018552876 1 0.0018552876 0.0430730492 C41 8 0.0148423006 8 0.0146491851 0.1210338181 C42 2 0.0037105751 2 0.0037036782 0.0608578521 C43 2 0.0037105751 2 0.0037036782 0.0608578521 C44 4 0.0074211503 4 0.0073797684 0.0859055784 C45 3 0.0055658627 3 0.0055451718 0.0744659101 C46 2 0.0037105751 2 0.0037036782 0.0608578521 C47 0 0 0 0 0 C48 13 0.0241187384 13 0.023580774 0.1535603268 C49 3 0.0055658627 3 0.0055451718 0.0744659101 C50 3 0.0055658627 3 0.0055451718 0.0744659101 C51 3 0.0055658627 3 0.0055451718 0.0744659101 C52 3 0.0055658627 3 0.0055451718 0.0744659101 C53 6 0.0111317254 6 0.0110282707 0.1050155737 C54 2 0.0037105751 2 0.0037036782 0.0608578521 C55 1 0.0018552876 1 0.0018552876 0.0430730492 C56 18 0.0333951763 18 0.0323399383 0.1798330847 C57 6 0.0111317254 6 0.0110282707 0.1050155737 C58 11 0.0204081633 11 0.0200288294 0.1415232468 C59 3 0.0055658627 3 0.0055451718 0.0744659101 C60 8 0.0148423006 8 0.0146491851 0.1210338181 C61 4 0.0074211503 4 0.0073797684 0.0859055784 C62 8 0.0148423006 8 0.0146491851 0.1210338181 C63 8 0.0148423006 8 0.0146491851 0.1210338181 C64 3 0.0055658627 3 0.0055451718 0.0744659101 C65 3 0.0055658627 3 0.0055451718 0.0744659101 C66 5 0.0092764378 5 0.009207468 0.0959555525 C67 5 0.0092764378 5 0.009207468 0.0959555525 C68 5 0.0092764378 5 0.009207468 0.0959555525 C69 0 0 0 0 0 C70 2 0.0037105751 2 0.0037036782 0.0608578521 C71 2 0.0037105751 2 0.0037036782 0.0608578521 C72 2 0.0037105751 2 0.0037036782 0.0608578521 C73 3 0.0055658627 3 0.0055451718 0.0744659101 C74 3 0.0055658627 3 0.0055451718 0.0744659101 C75 9 0.0166975881 9 0.0164492969 0.1282548122 C76 6 0.0111317254 6 0.0110282707 0.1050155737 C77 5 0.0092764378 5 0.009207468 0.0959555525 C78 1 0.0018552876 1 0.0018552876 0.0430730492 C79 1 0.0018552876 1 0.0018552876 0.0430730492 C80 9 0.0166975881 9 0.0164492969 0.1282548122 C81 12 0.0222634508 12 0.0218082502 0.1476761666 C82 0 0 0 0 0 C83 8 0.0148423006 8 0.0146491851 0.1210338181 C84 0 0 0 0 0 C85 5 0.0092764378 5 0.009207468 0.0959555525 C86 3 0.0055658627 3 0.0055451718 0.0744659101 C87 34 0.0630797774 34 0.0592105717 0.2433322249 C88 0 0 0 0 0 C89 0 0 0 0 0 C90 0 0 0 0 0
Assistant Professors
Descriptive Statistics Variables Sum Mean Uncorrected SS Variance Std Deviation INTERCEP 433 1 433 0 0 CDPTS 564 1.3025404157 902 0.3874240869 0.622434002 CPHD 378 0.8729792148 378 0.1111431871 0.3333814438 CLIB 28 0.064665127 28 0.0606235566 0.2462185139 CYRSDEGR 2987.1 6.8986143187 33839.77 30.631757335 5.5345964022 CR1 4 0.0092378753 4 0.0091737234 0.0957795562 CR3 17 0.03926097 17 0.03780686 0.1944398621 CR4 75 0.1732101617 75 0.1435399025 0.3788666025 CR5 24 0.0554272517 24 0.0524762638 0.2290769822 CSEX 276 0.6374133949 276 0.2316525532 0.4813029745 ASSTSAL 23127454 53412.133949 1.3036715E12 158298244.16 12581.663013 ACTUAL 24097770 55653.048499 1.4226473E12 188733707.2 13738.038696 C2 6 0.0138568129 6 0.0136964332 0.1170317613 C3 7 0.0161662818 7 0.0159417501 0.1262606434 C4 6 0.0138568129 6 0.0136964332 0.1170317613 C5 7 0.0161662818 7 0.0159417501 0.1262606434 C6 6 0.0138568129 6 0.0136964332 0.1170317613 C7 9 0.0207852194 9 0.0204003079 0.1428296465 C8 4 0.0092378753 4 0.0091737234 0.0957795562 C9 7 0.0161662818 7 0.0159417501 0.1262606434 C10 1 0.0023094688 1 0.0023094688 0.0480569331 C11 17 0.03926097 17 0.03780686 0.1944398621 C12 3 0.0069284065 3 0.0068963305 0.083044148 C13 6 0.0138568129 6 0.0136964332 0.1170317613 C14 5 0.0115473441 5 0.0114404243 0.1069599189 C15 3 0.0069284065 3 0.0068963305 0.083044148 C16 3 0.0069284065 3 0.0068963305 0.083044148 C17 4 0.0092378753 4 0.0091737234 0.0957795562 C18 0 0 0 0 0 C19 8 0.0184757506 8 0.018176375 0.1348197871 C20 16 0.0369515012 16 0.0356684629 0.1888609619 C21 15 0.0346420323 15 0.0335193739 0.1830829699 C22 3 0.0069284065 3 0.0068963305 0.083044148 C23 5 0.0115473441 5 0.0114404243 0.1069599189 C24 10 0.0230946882 10 0.0226135489 0.1503780199 C25 1 0.0023094688 1 0.0023094688 0.0480569331 C26 7 0.0161662818 7 0.0159417501 0.1262606434 C27 2 0.0046189376 2 0.0046082457 0.0678840604 C28 7 0.0161662818 7 0.0159417501 0.1262606434 C29 8 0.0184757506 8 0.018176375 0.1348197871 C30 4 0.0092378753 4 0.0091737234 0.0957795562 C31 3 0.0069284065 3 0.0068963305 0.083044148 C32 16 0.0369515012 16 0.0356684629 0.1888609619 C33 2 0.0046189376 2 0.0046082457 0.0678840604 C34 2 0.0046189376 2 0.0046082457 0.0678840604 C35 2 0.0046189376 2 0.0046082457 0.0678840604 C36 5 0.0115473441 5 0.0114404243 0.1069599189 C37 1 0.0023094688 1 0.0023094688 0.0480569331 C38 5 0.0115473441 5 0.0114404243 0.1069599189 C39 1 0.0023094688 1 0.0023094688 0.0480569331 C40 0 0 0 0 0 C41 7 0.0161662818 7 0.0159417501 0.1262606434 C42 4 0.0092378753 4 0.0091737234 0.0957795562 C43 4 0.0092378753 4 0.0091737234 0.0957795562 C44 2 0.0046189376 2 0.0046082457 0.0678840604 C45 2 0.0046189376 2 0.0046082457 0.0678840604 C46 1 0.0023094688 1 0.0023094688 0.0480569331 C47 1 0.0023094688 1 0.0023094688 0.0480569331 C48 11 0.025404157 11 0.0248160979 0.1575312599 C49 2 0.0046189376 2 0.0046082457 0.0678840604 C50 1 0.0023094688 1 0.0023094688 0.0480569331 C51 1 0.0023094688 1 0.0023094688 0.0480569331 C52 4 0.0092378753 4 0.0091737234 0.0957795562 C53 0 0 0 0 0 C54 4 0.0092378753 4 0.0091737234 0.0957795562 C55 6 0.0138568129 6 0.0136964332 0.1170317613 C56 5 0.0115473441 5 0.0114404243 0.1069599189 C57 2 0.0046189376 2 0.0046082457 0.0678840604 C58 13 0.0300230947 13 0.0291891198 0.1708482363 C59 3 0.0069284065 3 0.0068963305 0.083044148 C60 3 0.0069284065 3 0.0068963305 0.083044148 C61 2 0.0046189376 2 0.0046082457 0.0678840604 C62 5 0.0115473441 5 0.0114404243 0.1069599189 C63 10 0.0230946882 10 0.0226135489 0.1503780199 C64 2 0.0046189376 2 0.0046082457 0.0678840604 C65 0 0 0 0 0 C66 11 0.025404157 11 0.0248160979 0.1575312599 C67 5 0.0115473441 5 0.0114404243 0.1069599189 C68 7 0.0161662818 7 0.0159417501 0.1262606434 C69 0 0 0 0 0 C70 1 0.0023094688 1 0.0023094688 0.0480569331 C71 2 0.0046189376 2 0.0046082457 0.0678840604 C72 8 0.0184757506 8 0.018176375 0.1348197871 C73 3 0.0069284065 3 0.0068963305 0.083044148 C74 4 0.0092378753 4 0.0091737234 0.0957795562 C75 1 0.0023094688 1 0.0023094688 0.0480569331 C76 3 0.0069284065 3 0.0068963305 0.083044148 C77 1 0.0023094688 1 0.0023094688 0.0480569331 C78 2 0.0046189376 2 0.0046082457 0.0678840604 C79 1 0.0023094688 1 0.0023094688 0.0480569331 C80 4 0.0092378753 4 0.0091737234 0.0957795562 C81 6 0.0138568129 6 0.0136964332 0.1170317613 C82 0 0 0 0 0 C83 6 0.0138568129 6 0.0136964332 0.1170317613 C84 7 0.0161662818 7 0.0159417501 0.1262606434 C85 6 0.0138568129 6 0.0136964332 0.1170317613 C86 8 0.0184757506 8 0.018176375 0.1348197871 C87 28 0.064665127 28 0.0606235566 0.2462185139 C88 0 0 0 0 0 C89 0 0 0 0 0 C90 0 0 0 0 0New Assistant Professors, tenure codes 1,2,3
Descriptive Statistics Variables Sum Mean Uncorrected SS Variance Std Deviation INTERCEP 279 1 279 0 0 CDPTS 355 1.2724014337 547 0.3427967304 0.5854884545 CPHD 256 0.917562724 256 0.0759134628 0.2755239786 CLIB 9 0.0322580645 9 0.0313297749 0.1770021889 CYRSDEGR 1450.3 5.1982078853 10740.71 11.517083108 3.3936828237 CR1 3 0.0107526882 3 0.0106753307 0.103321492 CR3 11 0.0394265233 11 0.038008303 0.1949571826 CR4 55 0.1971326165 55 0.1588406694 0.3985482021 CR5 12 0.0430107527 12 0.0413088884 0.2032458816 CSEX 181 0.6487455197 181 0.2286944638 0.4782200997 ASSTSAL 15177830 54400.824373 869307591652 156910530.44 12526.393353 ACTUAL 15642644 56066.824373 929367009030 188250486.17 13720.440451 C2 4 0.0143369176 4 0.0141822026 0.1190890533 C3 7 0.0250896057 7 0.0245481035 0.1566783439 C4 4 0.0143369176 4 0.0141822026 0.1190890533 C5 2 0.0071684588 2 0.007142673 0.0845143358 C6 2 0.0071684588 2 0.007142673 0.0845143358 C7 2 0.0071684588 2 0.007142673 0.0845143358 C8 1 0.0035842294 1 0.0035842294 0.059868434 C9 6 0.0215053763 6 0.021118589 0.1453223624 C10 1 0.0035842294 1 0.0035842294 0.059868434 C11 13 0.0465949821 13 0.0445836879 0.2111484972 C12 3 0.0107526882 3 0.0106753307 0.103321492 C13 5 0.017921147 5 0.0176632887 0.1329033059 C14 4 0.0143369176 4 0.0141822026 0.1190890533 C15 2 0.0071684588 2 0.007142673 0.0845143358 C16 2 0.0071684588 2 0.007142673 0.0845143358 C17 4 0.0143369176 4 0.0141822026 0.1190890533 C18 0 0 0 0 0 C19 7 0.0250896057 7 0.0245481035 0.1566783439 C20 10 0.0358422939 10 0.0346819319 0.1862308564 C21 13 0.0465949821 13 0.0445836879 0.2111484972 C22 3 0.0107526882 3 0.0106753307 0.103321492 C23 4 0.0143369176 4 0.0141822026 0.1190890533 C24 9 0.0322580645 9 0.0313297749 0.1770021889 C25 0 0 0 0 0 C26 4 0.0143369176 4 0.0141822026 0.1190890533 C27 1 0.0035842294 1 0.0035842294 0.059868434 C28 4 0.0143369176 4 0.0141822026 0.1190890533 C29 5 0.017921147 5 0.0176632887 0.1329033059 C30 2 0.0071684588 2 0.007142673 0.0845143358 C31 0 0 0 0 0 C32 8 0.0286738351 8 0.0279518321 0.1671880142 C33 2 0.0071684588 2 0.007142673 0.0845143358 C34 2 0.0071684588 2 0.007142673 0.0845143358 C35 2 0.0071684588 2 0.007142673 0.0845143358 C36 0 0 0 0 0 C37 1 0.0035842294 1 0.0035842294 0.059868434 C38 4 0.0143369176 4 0.0141822026 0.1190890533 C39 1 0.0035842294 1 0.0035842294 0.059868434 C40 0 0 0 0 0 C41 4 0.0143369176 4 0.0141822026 0.1190890533 C42 2 0.0071684588 2 0.007142673 0.0845143358 C43 3 0.0107526882 3 0.0106753307 0.103321492 C44 1 0.0035842294 1 0.0035842294 0.059868434 C45 2 0.0071684588 2 0.007142673 0.0845143358 C46 1 0.0035842294 1 0.0035842294 0.059868434 C47 1 0.0035842294 1 0.0035842294 0.059868434 C48 9 0.0322580645 9 0.0313297749 0.1770021889 C49 2 0.0071684588 2 0.007142673 0.0845143358 C50 0 0 0 0 0 C51 0 0 0 0 0 C52 4 0.0143369176 4 0.0141822026 0.1190890533 C53 0 0 0 0 0 C54 3 0.0107526882 3 0.0106753307 0.103321492 C55 5 0.017921147 5 0.0176632887 0.1329033059 C56 4 0.0143369176 4 0.0141822026 0.1190890533 C57 2 0.0071684588 2 0.007142673 0.0845143358 C58 10 0.0358422939 10 0.0346819319 0.1862308564 C59 1 0.0035842294 1 0.0035842294 0.059868434 C60 3 0.0107526882 3 0.0106753307 0.103321492 C61 1 0.0035842294 1 0.0035842294 0.059868434 C62 3 0.0107526882 3 0.0106753307 0.103321492 C63 7 0.0250896057 7 0.0245481035 0.1566783439 C64 1 0.0035842294 1 0.0035842294 0.059868434 C65 0 0 0 0 0 C66 9 0.0322580645 9 0.0313297749 0.1770021889 C67 4 0.0143369176 4 0.0141822026 0.1190890533 C68 5 0.017921147 5 0.0176632887 0.1329033059 C69 0 0 0 0 0 C70 1 0.0035842294 1 0.0035842294 0.059868434 C71 1 0.0035842294 1 0.0035842294 0.059868434 C72 5 0.017921147 5 0.0176632887 0.1329033059 C73 3 0.0107526882 3 0.0106753307 0.103321492 C74 3 0.0107526882 3 0.0106753307 0.103321492 C75 1 0.0035842294 1 0.0035842294 0.059868434 C76 3 0.0107526882 3 0.0106753307 0.103321492 C77 1 0.0035842294 1 0.0035842294 0.059868434 C78 0 0 0 0 0 C79 0 0 0 0 0 C80 4 0.0143369176 4 0.0141822026 0.1190890533 C81 1 0.0035842294 1 0.0035842294 0.059868434 C82 0 0 0 0 0 C83 1 0.0035842294 1 0.0035842294 0.059868434 C84 4 0.0143369176 4 0.0141822026 0.1190890533 C85 4 0.0143369176 4 0.0141822026 0.1190890533 C86 2 0.0071684588 2 0.007142673 0.0845143358 C87 9 0.0322580645 9 0.0313297749 0.1770021889 C88 0 0 0 0 0 C89 0 0 0 0 0 C90 0 0 0 0 0 2000-01 Faculty Equity Regression Model ---------------------- Division of Management Information PN 99038 Assistant Salary Limited to +/- 10% of UI Assistant Salaries Model: Full Professors Model: DUMMY Dependent Variable: ACTUAL Analysis of Variance Sum of Mean Source DF Squares Square F Value Prob>F Model 93 433120685339 4657211670.3 16.771 0.0001 Error 805 223540327740 277689848.12 C Total 898 656661013079 Root MSE 16664.02857 R-square 0.6596 Dep Mean 95270.54060 Adj R-sq 0.6203 C.V. 17.49127 NOTE: Model is not full rank. Least-squares solutions for the parameters are not unique. Some statistics will be misleading. A reported DF of 0 or B means that the estimate is biased. The following parameters have been set to 0, since the variables are a linear combination of other variables as shown. CR1 = 0 C40 = 0 C69 = 0 C82 = 0 C88 = 0 C89 = 0 C90 = 0 Parameter Estimates Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Estimate INTERCEP 1 79155 6053.1453252 13.077 0.0001 0.00000000 CADM 1 18859 1626.2397772 11.597 0.0001 0.26154694 CDPTS 1 4018.532292 748.58398631 5.368 0.0001 0.14137044 CRANK1 1 6815.189816 1914.4632817 3.560 0.0004 0.11900394 CPHD 1 8350.380311 3515.7388977 2.375 0.0178 0.08439316 CYRSDEGR 1 398.144605 79.71750817 4.994 0.0001 0.11447062 CR1 0 0 . . . . CR3 1 -3840.348549 4477.3970602 -0.858 0.3913 -0.01935437 CR4 1 1488.551716 2214.6458876 0.672 0.5017 0.01504406 CR5 1 1244.843377 4742.2223335 0.263 0.7930 0.00589978 CSEX 1 2113.769491 1921.9682128 1.100 0.2718 0.02621906 CYRSFULL 1 -1786.861352 149.85709176 -11.924 0.0001 -0.40867034 C2 1 -11559 6593.4902319 -1.753 0.0800 -0.04701932 C3 1 -9404.011947 5472.4967671 -1.718 0.0861 -0.05255567 C4 1 -6340.048248 5227.7455272 -1.213 0.2256 -0.04003891 C5 1 -13933 7525.1334105 -1.852 0.0645 -0.04531472 C6 1 -11208 6725.3244142 -1.667 0.0960 -0.04349519 C7 1 -14656 5214.7935754 -2.810 0.0051 -0.09255594 C8 1 50560 7224.9632797 6.998 0.0001 0.17568751 C9 1 11567 5616.8290960 2.059 0.0398 0.06155759 C10 1 35359 6365.5165789 5.555 0.0001 0.15014332 C11 1 13816 5868.0135277 2.355 0.0188 0.06759077 C12 1 -3798.616014 10579.549789 -0.359 0.7196 -0.00810568 C13 1 -9137.564973 6089.7933720 -1.500 0.1339 -0.04186159 C14 1 -14884 7546.4781444 -1.972 0.0489 -0.04840547 C15 1 5049.258799 9573.2205586 0.527 0.5980 0.01243422 C16 1 -15741 9279.4891583 -1.696 0.0902 -0.03876461 C17 1 -6814.493565 9322.9014343 -0.731 0.4650 -0.01678126 C18 1 5663.761680 6717.9848945 0.843 0.3994 0.02197887 C19 1 11729 5943.4735804 1.973 0.0488 0.05737934 C20 1 7763.561247 5331.1724445 1.456 0.1457 0.04630418 C21 1 10354 4900.6221992 2.113 0.0349 0.08943325 C22 1 19693 7222.2507232 2.727 0.0065 0.06842835 C23 1 17487 5775.6878145 3.028 0.0025 0.08812909 C24 1 21259 5715.0901808 3.720 0.0002 0.11018542 C25 1 7287.087994 8000.4736426 0.911 0.3627 0.02195356 C26 1 5461.109100 4847.4690334 1.127 0.2603 0.04264277 C27 1 10232 6907.6332694 1.481 0.1389 0.03769039 C28 1 -17888 6564.5601587 -2.725 0.0066 -0.07595723 C29 1 -19432 6281.2962980 -3.094 0.0020 -0.11108877 C30 1 -18241 13025.013187 -1.400 0.1618 -0.03179945 C31 1 -2562.497090 12968.265901 -0.198 0.8434 -0.00446708 C32 1 -23447 5748.4252312 -4.079 0.0001 -0.13697917 C33 1 -18464 9992.3416112 -1.848 0.0650 -0.04546859 C34 1 -15150 7960.5947076 -1.903 0.0574 -0.04564059 C35 1 9751.174004 12670.964559 0.770 0.4418 0.01699878 C36 1 -15669 8822.2577379 -1.776 0.0761 -0.04311770 C37 1 -22439 7633.4062340 -2.940 0.0034 -0.07297585 C38 1 33518 5504.1254049 6.090 0.0001 0.18731827 C39 1 -19919 10460.198801 -1.904 0.0572 -0.04250429 C40 0 0 . . . . C41 1 -14343 6695.8742006 -2.142 0.0325 -0.05566136 C42 1 -20365 10525.695510 -1.935 0.0534 -0.04345646 C43 1 -11206 7179.7350457 -1.561 0.1190 -0.03893926 C44 1 -11018 7957.1659785 -1.385 0.1665 -0.03319456 C45 1 -13685 7177.3409254 -1.907 0.0569 -0.04755379 C46 1 -15804 9332.4469398 -1.693 0.0908 -0.03891953 C47 1 -16334 12794.754533 -1.277 0.2021 -0.02847450 C48 1 -10381 5241.9639484 -1.980 0.0480 -0.06898793 C49 1 -11061 17252.123819 -0.641 0.5216 -0.01364159 C50 1 -27088 8512.6836305 -3.182 0.0015 -0.07453979 C51 1 -3442.539095 9396.7474470 -0.366 0.7142 -0.00847754 C52 1 -17491 6935.2072320 -2.522 0.0119 -0.06442748 C53 1 -10039 8623.0131493 -1.164 0.2447 -0.02762438 C54 1 -12179 7558.1039577 -1.611 0.1075 -0.03960793 C55 1 -5610.137494 10584.282178 -0.530 0.5962 -0.01197120 C56 1 -7780.690818 5697.5245205 -1.366 0.1724 -0.04032663 C57 1 -19431 8780.8811868 -2.213 0.0272 -0.05346742 C58 1 -15611 4814.9075011 -3.242 0.0012 -0.12595622 C59 1 13194 8580.5531771 1.538 0.1245 0.03630657 C60 1 -19153 7531.4494009 -2.543 0.0112 -0.06229009 C61 1 -21591 8682.0463921 -2.487 0.0131 -0.05941121 C62 1 -1348.565694 6723.7835068 -0.201 0.8411 -0.00523326 C63 1 2313.654293 4986.9383964 0.464 0.6428 0.01678435 C64 1 -10768 9625.3683396 -1.119 0.2636 -0.02651651 C65 1 -10374 17610.298945 -0.589 0.5560 -0.01279526 C66 1 -14015 9349.6770329 -1.499 0.1343 -0.03451347 C67 1 -17095 8681.5075554 -1.969 0.0493 -0.04704185 C68 1 -7376.117198 7545.2388645 -0.978 0.3286 -0.02398881 C69 0 0 . . . . C70 1 4161.702751 8522.0153350 0.488 0.6254 0.01145182 C71 1 -9551.519967 6807.3894968 -1.403 0.1610 -0.03706576 C72 1 3178.407322 5206.4117184 0.610 0.5417 0.02007240 C73 1 8983.732489 8521.3128994 1.054 0.2921 0.02472066 C74 1 -11148 10486.774099 -1.063 0.2881 -0.02378830 C75 1 -10873 10574.456517 -1.028 0.3042 -0.02320066 C76 1 -25901 17288.657841 -1.498 0.1345 -0.03194493 C77 1 -13334 10526.404040 -1.267 0.2056 -0.02845188 C78 1 -15137 17429.180300 -0.868 0.3854 -0.01866907 C79 1 4762.393735 17228.044628 0.276 0.7823 0.00587372 C80 1 -6359.707441 6908.7031847 -0.921 0.3576 -0.02342626 C81 1 419.363693 6315.7321161 0.066 0.9471 0.00178071 C82 0 0 . . . . C83 1 -8384.266072 6419.5069715 -1.306 0.1919 -0.03560140 C84 1 18316 7977.1626156 2.296 0.0219 0.05518139 C85 1 -12746 12513.293802 -1.019 0.3087 -0.02221947 C86 1 -13513 10498.353414 -1.287 0.1984 -0.02883572 C87 1 -26836 6280.2995454 -4.273 0.0001 -0.13524897 C88 0 0 . . . . C89 0 0 . . . . C90 0 0 . . . . 2000-01 Faculty Equity Regression Model ---------------------- Division of Management Information PN 99038 Assistant Salary Limited to +/- 10% of UI Assistant Salaries Model: Associate Professors Model: DUMMY Dependent Variable: ACTUAL Analysis of Variance Sum of Mean Source DF Squares Square F Value Prob>F Model 92 97826284398 1063329178.2 15.145 0.0001 Error 446 31313989435 70210738.644 C Total 538 129140273833 Root MSE 8379.18484 R-square 0.7575 Dep Mean 65761.69017 Adj R-sq 0.7075 C.V. 12.74174 NOTE: Model is not full rank. Least-squares solutions for the parameters are not unique. Some statistics will be misleading. A reported DF of 0 or B means that the estimate is biased. The following parameters have been set to 0, since the variables are a linear combination of other variables as shown. CR1 = 0 C47 = 0 C69 = 0 C82 = 0 C84 = 0 C88 = 0 C89 = 0 C90 = 0 Parameter Estimates Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Estimate INTERCEP 1 75526 3254.0793561 23.210 0.0001 0.00000000 CADM 1 6668.607342 1464.0599164 4.555 0.0001 0.11917349 CDPTS 1 722.414205 563.99455119 1.281 0.2009 0.03605272 CRANK1 1 -4887.776251 1541.1440698 -3.172 0.0016 -0.11828939 CPHD 1 390.129878 1776.4047216 0.220 0.8263 0.00820786 CYRSDEGR 1 -205.449410 61.76624713 -3.326 0.0010 -0.09768450 CR1 0 0 . . . . CR3 1 1865.508203 2088.9013618 0.893 0.3723 0.02332096 CR4 1 -1191.007275 1496.1470734 -0.796 0.4264 -0.02149768 CR5 1 -4286.501814 2383.1008801 -1.799 0.0727 -0.04839912 CSEX 1 430.757935 950.71775987 0.453 0.6507 0.01293140 CYRSASSO 1 -103.750828 160.87607450 -0.645 0.5193 -0.02483704 C2 1 1539.567022 5419.6980135 0.284 0.7765 0.00739974 C3 1 -4808.293089 3683.7531542 -1.305 0.1925 -0.03756280 C4 1 -1125.638344 3555.0085321 -0.317 0.7517 -0.00931822 C5 1 -4073.543954 3721.6536370 -1.095 0.2743 -0.03182288 C6 1 -4568.610141 3570.4234245 -1.280 0.2014 -0.03781970 C7 1 -7650.886638 3080.1757892 -2.484 0.0134 -0.08130136 C8 1 45062 3553.2334813 12.682 0.0001 0.37302980 C9 1 7989.193152 4068.6018974 1.964 0.0502 0.05415230 C10 1 23327 4757.5381317 4.903 0.0001 0.12934139 C11 1 22219 3491.6107993 6.363 0.0001 0.19369507 C12 1 -10708 6389.5226115 -1.676 0.0945 -0.04206141 C13 1 -10280 4777.8242454 -2.152 0.0320 -0.05700066 C14 1 -9938.428634 3563.8417145 -2.789 0.0055 -0.08227193 C15 1 -9077.860321 5459.1242451 -1.663 0.0970 -0.04363161 C16 1 -10025 4762.2910544 -2.105 0.0358 -0.05558707 C17 1 -4478.118698 8798.2125539 -0.509 0.6110 -0.01244978 C18 1 6068.847478 3711.9442046 1.635 0.1028 0.04741036 C19 1 13164 3575.9868578 3.681 0.0003 0.10897016 C20 1 7404.911586 3689.4761183 2.007 0.0453 0.05784781 C21 1 5592.770682 3156.4519413 1.772 0.0771 0.06132148 C22 1 10368 3615.4325245 2.868 0.0043 0.08582463 C23 1 4924.590570 4077.6724720 1.208 0.2278 0.03337983 C24 1 7822.617289 3053.1675464 2.562 0.0107 0.08577045 C25 1 5541.732030 5340.1833635 1.038 0.3000 0.02663565 C26 1 6768.501880 4067.8204136 1.664 0.0968 0.04587822 C27 1 9411.445314 4448.9234526 2.115 0.0349 0.05828902 C28 1 -8170.072810 3428.6545563 -2.383 0.0176 -0.08097766 C29 1 -17298 3152.3097700 -5.487 0.0001 -0.20078383 C30 1 -18208 6442.7481000 -2.826 0.0049 -0.07152065 C31 1 -9273.979512 4791.4508877 -1.936 0.0536 -0.05142186 C32 1 -14257 2853.8299509 -4.996 0.0001 -0.18616052 C33 1 -8551.314770 4742.8556678 -1.803 0.0721 -0.04741487 C34 1 -14191 4366.5857597 -3.250 0.0012 -0.08789107 C35 1 54641 8705.1418216 6.277 0.0001 0.15190970 C36 1 -13183 5414.7024988 -2.435 0.0153 -0.06336224 C37 1 -7017.747469 5523.8241976 -1.270 0.2046 -0.03372994 C38 1 36471 4150.2327342 8.788 0.0001 0.24720838 C39 1 -7728.933284 4753.6618664 -1.626 0.1047 -0.04285497 C40 1 -1928.505203 8687.5184897 -0.222 0.8244 -0.00536151 C41 1 -14966 3681.8856302 -4.065 0.0001 -0.11691234 C42 1 -7036.855161 6409.6252437 -1.098 0.2729 -0.02764111 C43 1 -9103.750399 6328.5052898 -1.439 0.1510 -0.03575998 C44 1 -9905.167288 4787.6526851 -2.069 0.0391 -0.05492164 C45 1 -13390 5316.0816514 -2.519 0.0121 -0.06435945 C46 1 -11267 6359.5351864 -1.772 0.0771 -0.04425550 C47 0 0 . . . . C48 1 -13386 3217.8455534 -4.160 0.0001 -0.13267548 C49 1 -11944 5361.1420001 -2.228 0.0264 -0.05740733 C50 1 -4223.404378 5383.9912764 -0.784 0.4332 -0.02029927 C51 1 -10958 5361.2872962 -2.044 0.0416 -0.05266718 C52 1 -16486 5362.3278702 -3.074 0.0022 -0.07923794 C53 1 -9453.989914 4085.5026265 -2.314 0.0211 -0.06408098 C54 1 -6758.584675 6381.5441884 -1.059 0.2901 -0.02654805 C55 1 -15271 8822.6305989 -1.731 0.0842 -0.04245629 C56 1 -13285 2977.9065854 -4.461 0.0001 -0.15420785 C57 1 -15198 4085.6782546 -3.720 0.0002 -0.10301411 C58 1 -3067.438245 3358.6600243 -0.913 0.3616 -0.02801973 C59 1 -12220 5308.7640046 -2.302 0.0218 -0.05873593 C60 1 -14504 3725.3569282 -3.893 0.0001 -0.11330280 C61 1 -11159 4758.6295473 -2.345 0.0195 -0.06187440 C62 1 -4892.232419 3691.5193875 -1.325 0.1858 -0.03821854 C63 1 -9256.612881 3703.3695489 -2.500 0.0128 -0.07231346 C64 1 -12466 5333.3759824 -2.337 0.0199 -0.05991421 C65 1 -18126 5378.9892715 -3.370 0.0008 -0.08712040 C66 1 -8805.891087 4400.2175035 -2.001 0.0460 -0.05453856 C67 1 -10150 4623.9533479 -2.195 0.0287 -0.06286438 C68 1 -7260.330547 4370.0385282 -1.661 0.0973 -0.04496626 C69 0 0 . . . . C70 1 -2270.101715 6386.9179510 -0.355 0.7224 -0.00891707 C71 1 5024.219717 6361.8135592 0.790 0.4301 0.01973538 C72 1 -10228 6376.4283277 -1.604 0.1094 -0.04017692 C73 1 9054.506713 5418.7015259 1.671 0.0954 0.04351937 C74 1 -6618.385583 5374.2307048 -1.232 0.2188 -0.03181045 C75 1 -10935 3564.8946907 -3.067 0.0023 -0.09052063 C76 1 -5128.019484 4069.7436178 -1.260 0.2083 -0.03475871 C77 1 -4740.619872 4378.6607611 -1.083 0.2795 -0.02936064 C78 1 3379.386714 8861.7805275 0.381 0.7031 0.00939515 C79 1 -7321.900169 8696.7495815 -0.842 0.4003 -0.02035587 C80 1 4250.207736 3603.3976856 1.180 0.2388 0.03518391 C81 1 6091.469059 3276.9134611 1.859 0.0637 0.05806210 C82 0 0 . . . . C83 1 -2532.845929 3828.5996749 -0.662 0.5086 -0.01978681 C84 0 0 . . . . C85 1 -2608.854259 4354.2910265 -0.599 0.5494 -0.01615773 C86 1 -935.049425 5383.7856091 -0.174 0.8622 -0.00449420 C87 1 -18752 2921.7701254 -6.418 0.0001 -0.29452203 C88 0 0 . . . . C89 0 0 . . . . C90 0 0 . . . . 2000-01 Faculty Equity Regression Model ---------------------- Division of Management Information PN 99038 Assistant Salary Limited to +/- 10% of UI Assistant Salaries Model: Assistant Professors Model: PEER Dependent Variable: ACTUAL Analysis of Variance Sum of Mean Source DF Squares Square F Value Prob>F Model 10 65387848944 6538784894.4 170.910 0.0001 Error 422 16145112568 38258560.588 C Total 432 81532961512 Root MSE 6185.35048 R-square 0.8020 Dep Mean 55653.04850 Adj R-sq 0.7973 C.V. 11.11413 Parameter Estimates Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Type I SS Type II SS Estimate INTERCEP 1 619.515858 1909.7539838 0.324 0.7458 1.3411144E12 4026045 0.00000000 CDPTS 1 150.031685 486.57383823 0.308 0.7580 1278577581 3637450 0.00679754 CPHD 1 2916.193119 1252.8765951 2.328 0.0204 10246603178 207273889 0.07076736 CLIB 1 -3621.971610 1548.7572678 -2.339 0.0198 2794650479 209243509 -0.06491439 CYRSDEGR 1 299.132778 61.07754852 4.898 0.0001 392007285 917684590 0.12051059 CR1 1 -1977.948136 3127.9489104 -0.632 0.5275 9481442 15298157 -0.01378996 CR3 1 -1032.424807 1556.7821900 -0.663 0.5076 465994282 16826345 -0.01461231 CR4 1 -1498.378332 806.53454313 -1.858 0.0639 319034003 132046122 -0.04132217 CR5 1 143.358262 1317.7870439 0.109 0.9134 339780850 452776 0.00239045 CSEX 1 867.757981 637.75504909 1.361 0.1744 1983028735 70830132 0.03040132 ASSTSAL 1 0.940240 0.02666785 35.257 0.0001 47558691109 47558691109 0.86109687 Squared Squared Squared Squared Semi-partial Partial Semi-partial Partial Variance Variable DF Corr Type I Corr Type I Corr Type II Corr Type II Tolerance Inflation INTERCEP 1 . . . . . 0.00000000 CDPTS 1 0.01568173 0.01568173 0.00004461 0.00022525 0.96551884 1.03571257 CPHD 1 0.12567437 0.12767655 0.00254221 0.01267545 0.50762785 1.96994708 CLIB 1 0.03427633 0.03991914 0.00256637 0.01279436 0.60902729 1.64196255 CYRSDEGR 1 0.00480796 0.00583230 0.01125538 0.05378278 0.77501440 1.29029861 CR1 1 0.00011629 0.00014189 0.00018763 0.00094664 0.98668821 1.01349139 CR3 1 0.00571541 0.00697475 0.00020637 0.00104111 0.96653717 1.03462136 CR4 1 0.00391295 0.00480867 0.00161954 0.00811236 0.94847587 1.05432308 CR5 1 0.00416740 0.00514612 0.00000555 0.00002804 0.97183270 1.02898370 CSEX 1 0.02432180 0.03018914 0.00086873 0.00436793 0.93993967 1.06389807 ASSTSAL 1 0.58330631 0.74655968 0.58330631 0.74655968 0.78667012 1.27118086 Collinearity Diagnostics Condition Var Prop Var Prop Var Prop Var Prop Var Prop Var Prop Var Prop Var Prop Var Prop Number Eigenvalue Index INTERCEP CDPTS CPHD CLIB CYRSDEGR CR1 CR3 CR4 CR5 1 5.41763 1.00000 0.0008 0.0052 0.0019 0.0011 0.0067 0.0003 0.0016 0.0063 0.0020 2 1.07598 2.24390 0.0000 0.0002 0.0027 0.3713 0.0205 0.0272 0.0723 0.0382 0.0017 3 1.00167 2.32563 0.0000 0.0000 0.0000 0.0005 0.0001 0.5544 0.1341 0.0028 0.2578 4 1.00051 2.32699 0.0000 0.0000 0.0000 0.0000 0.0000 0.2132 0.0005 0.1876 0.4967 5 0.98839 2.34121 0.0000 0.0001 0.0003 0.0784 0.0022 0.1500 0.6004 0.0441 0.0035 6 0.68458 2.81315 0.0002 0.0046 0.0010 0.0154 0.0064 0.0417 0.1628 0.6828 0.2090 7 0.33327 4.03188 0.0002 0.0024 0.0081 0.1950 0.6699 0.0002 0.0009 0.0108 0.0033 8 0.29369 4.29496 0.0030 0.0631 0.0141 0.0049 0.0221 0.0008 0.0035 0.0078 0.0069 9 0.14225 6.17144 0.0092 0.8959 0.0625 0.0047 0.0063 0.0026 0.0013 0.0115 0.0021 10 0.04469 11.01032 0.0144 0.0051 0.6853 0.0999 0.0953 0.0072 0.0224 0.0009 0.0003 11 0.01734 17.67415 0.9722 0.0233 0.2240 0.2289 0.1704 0.0024 0.0003 0.0074 0.0167 Var Prop Var Prop Number CSEX ASSTSAL 1 0.0085 0.0013 2 0.0020 0.0001 3 0.0001 0.0000 4 0.0000 0.0000 5 0.0000 0.0000 6 0.0133 0.0003 7 0.0851 0.0014 8 0.8556 0.0040 9 0.0253 0.0229 10 0.0067 0.4366 11 0.0034 0.5333 2000-01 Faculty Equity Regression Model ---------------------- Division of Management Information PN 99038 Assistant Salary Limited to +/- 10% of UI Assistant Salaries Model: Assistant Professors Model: DUMMY Dependent Variable: ACTUAL Analysis of Variance Sum of Mean Source DF Squares Square F Value Prob>F Model 88 74537499501 847017039.78 41.652 0.0001 Error 344 6995462011.5 20335645.382 C Total 432 81532961512 Root MSE 4509.50611 R-square 0.9142 Dep Mean 55653.04850 Adj R-sq 0.8923 C.V. 8.10289 NOTE: Model is not full rank. Least-squares solutions for the parameters are not unique. Some statistics will be misleading. A reported DF of 0 or B means that the estimate is biased. The following parameters have been set to 0, since the variables are a linear combination of other variables as shown. C18 = 0 C40 = 0 C53 = 0 C65 = 0 C69 = 0 C82 = 0 C88 = 0 C89 = 0 C90 = 0 Parameter Estimates Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Estimate INTERCEP 1 58271 2145.9077308 27.154 0.0001 0.00000000 CDPTS 1 1130.782152 486.52484509 2.324 0.0207 0.05123273 CPHD 1 1263.029901 1089.8093290 1.159 0.2473 0.03064999 CYRSDEGR 1 275.503954 50.95518219 5.407 0.0001 0.11099133 CR1 1 -1772.993990 2447.9431803 -0.724 0.4694 -0.01236105 CR3 1 -1315.324235 1285.6543074 -1.023 0.3070 -0.01861630 CR4 1 -1054.517732 667.33927750 -1.580 0.1150 -0.02908141 CR5 1 304.285081 1095.3164472 0.278 0.7813 0.00507385 CSEX 1 387.240796 543.01076429 0.713 0.4762 0.01356672 C2 1 4.227227 2566.0434714 0.002 0.9987 0.00003601 C3 1 -9349.649119 2424.1701970 -3.857 0.0001 -0.08592877 C4 1 -4051.551269 2525.3735719 -1.604 0.1096 -0.03451440 C5 1 -14734 2439.2077565 -6.041 0.0001 -0.13541864 C6 1 -5045.010576 2534.4134621 -1.991 0.0473 -0.04297749 C7 1 -12805 2312.0927654 -5.538 0.0001 -0.13312935 C8 1 46368 2849.8171181 16.271 0.0001 0.32327108 C9 1 5882.478543 2433.7259642 2.417 0.0162 0.05406343 C10 1 63378 4828.2660228 13.126 0.0001 0.22170088 C11 1 21032 2036.7553407 10.326 0.0001 0.29767390 C12 1 -5503.826072 3142.8565450 -1.751 0.0808 -0.03326971 C13 1 -12851 2526.9597450 -5.086 0.0001 -0.10947663 C14 1 -12612 2659.6861170 -4.742 0.0001 -0.09819541 C15 1 -12145 3147.6460814 -3.858 0.0001 -0.07341210 C16 1 -11723 3118.8848985 -3.759 0.0002 -0.07086327 C17 1 -13054 2904.5648102 -4.494 0.0001 -0.09101301 C18 0 0 . . . . C19 1 13497 2337.6742308 5.774 0.0001 0.13245145 C20 1 2426.316440 2058.8272266 1.178 0.2394 0.03335530 C21 1 1957.471307 2130.8357147 0.919 0.3589 0.02608667 C22 1 -46.255897 3292.1362504 -0.014 0.9888 -0.00027961 C23 1 3350.373829 2683.2297012 1.249 0.2126 0.02608493 C24 1 2541.894428 2237.4559653 1.136 0.2567 0.02782384 C25 1 -1174.011944 5182.4144260 -0.227 0.8209 -0.00410680 C26 1 -547.370973 2416.9058881 -0.226 0.8210 -0.00503066 C27 1 1521.749313 3629.3275477 0.419 0.6753 0.00751945 C28 1 -13830 2430.7361314 -5.690 0.0001 -0.12710547 C29 1 -21797 2373.2665704 -9.184 0.0001 -0.21390443 C30 1 -18131 3023.2842897 -5.997 0.0001 -0.12640716 C31 1 -12928 3145.4970664 -4.110 0.0001 -0.07814889 C32 1 -18058 2103.9964498 -8.583 0.0001 -0.24825418 C33 1 -20711 3735.2557228 -5.545 0.0001 -0.10234177 C34 1 -11633 3631.6565351 -3.203 0.0015 -0.05748049 C35 1 -3457.508990 3661.8469758 -0.944 0.3457 -0.01708466 C36 1 -18456 2804.0860838 -6.582 0.0001 -0.14369087 C37 1 -4906.829390 5010.4304701 -0.979 0.3281 -0.01716454 C38 1 30597 2708.2815396 11.298 0.0001 0.23821919 C39 1 -9675.605038 4866.7124680 -1.988 0.0476 -0.03384616 C40 0 0 . . . . C41 1 -13934 2438.6883446 -5.714 0.0001 -0.12806070 C42 1 -18214 2842.7316508 -6.407 0.0001 -0.12698780 C43 1 -10049 2840.1695182 -3.538 0.0005 -0.07006313 C44 1 -12546 3634.1483538 -3.452 0.0006 -0.06199309 C45 1 -12205 3635.1112611 -3.358 0.0009 -0.06030934 C46 1 -16587 4832.3497457 -3.433 0.0007 -0.05802324 C47 1 -20036 4882.1948075 -4.104 0.0001 -0.07008735 C48 1 -16226 2192.0499003 -7.402 0.0001 -0.18606563 C49 1 -18294 3631.6658378 -5.037 0.0001 -0.09039457 C50 1 -12834 4877.4562076 -2.631 0.0089 -0.04489320 C51 1 -13301 4850.0629968 -2.742 0.0064 -0.04652867 C52 1 -18158 2834.8611033 -6.405 0.0001 -0.12659602 C53 0 0 . . . . C54 1 -7325.728201 2839.1429894 -2.580 0.0103 -0.05107388 C55 1 -18889 2596.2622461 -7.275 0.0001 -0.16090922 C56 1 -16335 2649.3196287 -6.166 0.0001 -0.12718181 C57 1 -18148 3635.5111303 -4.992 0.0001 -0.08967628 C58 1 -7065.264626 2128.5421570 -3.319 0.0010 -0.08786465 C59 1 -13892 3189.2128830 -4.356 0.0001 -0.08397673 C60 1 -14363 3136.3654673 -4.580 0.0001 -0.08682283 C61 1 -10900 3637.4740706 -2.997 0.0029 -0.05386285 C62 1 -11120 2657.0614931 -4.185 0.0001 -0.08657745 C63 1 -9542.427506 2230.3989085 -4.278 0.0001 -0.10445242 C64 1 -19334 3636.4259329 -5.317 0.0001 -0.09553433 C65 0 0 . . . . C66 1 -10983 2200.5310893 -4.991 0.0001 -0.12594465 C67 1 -17870 2799.5086577 -6.383 0.0001 -0.13913354 C68 1 -12702 2454.2247341 -5.176 0.0001 -0.11674151 C69 0 0 . . . . C70 1 -8059.610907 4832.3474152 -1.668 0.0963 -0.02819327 C71 1 -10480 3654.4911974 -2.868 0.0044 -0.05178322 C72 1 -10370 2350.1232123 -4.413 0.0001 -0.10177023 C73 1 3151.829421 3141.6897299 1.003 0.3165 0.01905228 C74 1 -13370 2837.0257430 -4.713 0.0001 -0.09321575 C75 1 -18506 4917.1071183 -3.764 0.0002 -0.06473710 C76 1 -15921 3134.3520172 -5.080 0.0001 -0.09623995 C77 1 -18899 4850.4723788 -3.896 0.0001 -0.06611181 C78 1 -2174.598601 3825.5660244 -0.568 0.5701 -0.01074539 C79 1 4669.366145 4844.8470366 0.964 0.3358 0.01633388 C80 1 126.434120 2847.6573682 0.044 0.9646 0.00088148 C81 1 8197.397900 2537.5809536 3.230 0.0014 0.06983209 C82 0 0 . . . . C83 1 1136.455643 2518.5428370 0.451 0.6521 0.00968125 C84 1 -318.574416 2414.7949121 -0.132 0.8951 -0.00292789 C85 1 -10954 2518.2525236 -4.350 0.0001 -0.09331210 C86 1 -7926.982203 2343.4260025 -3.383 0.0008 -0.07779233 C87 1 -26830 2119.3439783 -12.660 0.0001 -0.48086451 C88 0 0 . . . . C89 0 0 . . . . C90 0 0 . . . . 2000-01 Faculty Equity Regression Model ---------------------- Division of Management Information PN 99038 Assistant Salary Limited to +/- 10% of UI Assistant Salaries Model: New Assistant Professors, hired in past 3 years Model: DUMMY Dependent Variable: ACTUAL Analysis of Variance Sum of Mean Source DF Squares Square F Value Prob>F Model 81 50060967742 618036638.79 53.573 0.0001 Error 197 2272667414.3 11536382.814 C Total 278 52333635156 Root MSE 3396.52511 R-square 0.9566 Dep Mean 56066.82437 Adj R-sq 0.9387 C.V. 6.05799 NOTE: Model is not full rank. Least-squares solutions for the parameters are not unique. Some statistics will be misleading. A reported DF of 0 or B means that the estimate is biased. The following parameters have been set to 0, since the variables are a linear combination of other variables as shown. C18 = 0 C25 = 0 C31 = 0 C36 = 0 C40 = 0 C50 = 0 C51 = 0 C53 = 0 C65 = 0 C69 = 0 C78 = 0 C79 = 0 C82 = 0 C88 = 0 C89 = 0 C90 = 0 Parameter Estimates Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Estimate INTERCEP 1 57442 2040.8202359 28.147 0.0001 0.00000000 CDPTS 1 755.995372 477.97520130 1.582 0.1153 0.03226038 CPHD 1 2041.552329 1137.1456622 1.795 0.0741 0.04099698 CYRSDEGR 1 240.061458 75.16904480 3.194 0.0016 0.05937801 CR1 1 -3382.172964 2183.0167742 -1.549 0.1229 -0.02546938 CR3 1 1710.580139 1326.3681772 1.290 0.1987 0.02430606 CR4 1 -38.556419 627.46764701 -0.061 0.9511 -0.00111998 CR5 1 2501.655179 1274.1359272 1.963 0.0510 0.03705793 CSEX 1 956.918115 553.07963672 1.730 0.0852 0.03335297 C2 1 -1060.341627 2358.1490168 -0.450 0.6535 -0.00920343 C3 1 -9634.606924 2020.0467265 -4.769 0.0001 -0.11002083 C4 1 -4480.028147 2311.3871242 -1.938 0.0540 -0.03888522 C5 1 -17877 2862.1849288 -6.246 0.0001 -0.11011946 C6 1 -9585.412965 2871.7623891 -3.338 0.0010 -0.05904364 C7 1 -12653 2856.7758083 -4.429 0.0001 -0.07793840 C8 1 67915 3728.8524053 18.213 0.0001 0.29634374 C9 1 5900.171245 2105.2577143 2.803 0.0056 0.06249266 C10 1 63435 3731.0578151 17.002 0.0001 0.27679495 C11 1 22312 1815.1886054 12.292 0.0001 0.34336573 C12 1 -6336.188846 2521.6510492 -2.513 0.0128 -0.04771454 C13 1 -12716 2180.8163848 -5.831 0.0001 -0.12317173 C14 1 -12047 2289.5290220 -5.262 0.0001 -0.10456695 C15 1 -11010 2880.2972560 -3.822 0.0002 -0.06781751 C16 1 -11945 2867.0253545 -4.166 0.0001 -0.07358025 C17 1 -12840 2365.5240368 -5.428 0.0001 -0.11144645 C18 0 0 . . . . C19 1 13152 2002.0031719 6.569 0.0001 0.15018562 C20 1 1476.507268 1893.9553386 0.780 0.4366 0.02004099 C21 1 2277.763504 1852.4627971 1.230 0.2203 0.03505327 C22 1 689.493166 2689.0563327 0.256 0.7979 0.00519221 C23 1 2487.941416 2365.0137518 1.052 0.2941 0.02159454 C24 1 2025.481621 1913.6754874 1.058 0.2912 0.02612997 C25 0 0 . . . . C26 1 -2612.375767 2285.5098382 -1.143 0.2544 -0.02267459 C27 1 -1225.029630 3729.1977629 -0.328 0.7429 -0.00534535 C28 1 -12082 2298.6197956 -5.256 0.0001 -0.10487162 C29 1 -19771 2255.5611635 -8.765 0.0001 -0.19150877 C30 1 -16562 3125.4271147 -5.299 0.0001 -0.10201648 C31 0 0 . . . . C32 1 -18584 2021.5395179 -9.193 0.0001 -0.22645737 C33 1 -21805 3012.7467049 -7.238 0.0001 -0.13431161 C34 1 -11006 2868.1609665 -3.837 0.0002 -0.06779208 C35 1 -4115.303660 2914.6453368 -1.412 0.1595 -0.02534920 C36 0 0 . . . . C37 1 -7358.912432 3996.3433507 -1.841 0.0671 -0.03211023 C38 1 28110 2412.5666131 11.652 0.0001 0.24398690 C39 1 -9993.739470 3803.5515887 -2.627 0.0093 -0.04360717 C40 0 0 . . . . C41 1 -13699 2305.9288401 -5.941 0.0001 -0.11890465 C42 1 -18259 2874.5340218 -6.352 0.0001 -0.11247109 C43 1 -8790.484337 2498.3891865 -3.518 0.0005 -0.06619656 C44 1 -11405 3729.1977629 -3.058 0.0025 -0.04976526 C45 1 -12585 2882.1561255 -4.367 0.0001 -0.07751992 C46 1 -16031 3736.1775026 -4.291 0.0001 -0.06995066 C47 1 -20086 3811.0124126 -5.270 0.0001 -0.08764226 C48 1 -15665 1908.1848839 -8.210 0.0001 -0.20209158 C49 1 -17773 2861.8217758 -6.210 0.0001 -0.10947698 C50 0 0 . . . . C51 0 0 . . . . C52 1 -17762 2288.0306805 -7.763 0.0001 -0.15417066 C53 0 0 . . . . C54 1 -7678.946587 2507.1996396 -3.063 0.0025 -0.05782615 C55 1 -17784 2200.6847613 -8.081 0.0001 -0.17226694 C56 1 -16797 2289.4091912 -7.337 0.0001 -0.14579359 C57 1 -18394 2873.7905774 -6.401 0.0001 -0.11330127 C58 1 -6788.817384 1885.1029002 -3.601 0.0004 -0.09214626 C59 1 -12765 3762.9358624 -3.392 0.0008 -0.05570116 C60 1 -13701 2537.3705267 -5.400 0.0001 -0.10317310 C61 1 -10509 3731.0578151 -2.817 0.0053 -0.04585588 C62 1 -8967.162270 2490.2937773 -3.601 0.0004 -0.06752703 C63 1 -10206 2008.6562204 -5.081 0.0001 -0.11655115 C64 1 -18169 3745.3046131 -4.851 0.0001 -0.07927960 C65 0 0 . . . . C66 1 -11488 1920.2813509 -5.982 0.0001 -0.14820225 C67 1 -18951 2491.7211722 -7.606 0.0001 -0.16448840 C68 1 -11790 2226.6074042 -5.295 0.0001 -0.11419949 C69 0 0 . . . . C70 1 -7468.111515 3737.7974997 -1.998 0.0471 -0.03258672 C71 1 -11873 3798.1207117 -3.126 0.0020 -0.05180517 C72 1 -10162 2159.0863277 -4.707 0.0001 -0.09843470 C73 1 2472.715622 2526.7874729 0.979 0.3290 0.01862073 C74 1 -13504 2538.7144830 -5.319 0.0001 -0.10169258 C75 1 -17877 3832.9683155 -4.664 0.0001 -0.07800438 C76 1 -15278 2508.8420753 -6.090 0.0001 -0.11504780 C77 1 -18559 3799.8199802 -4.884 0.0001 -0.08097942 C78 0 0 . . . . C79 0 0 . . . . C80 1 146.450225 2319.0261139 0.063 0.9497 0.00127114 C81 1 -948.596127 3785.4707717 -0.251 0.8024 -0.00413915 C82 0 0 . . . . C83 1 10705 3732.7056116 2.868 0.0046 0.04671139 C84 1 744.492043 2279.2904206 0.327 0.7443 0.00646195 C85 1 -10334 2311.4372558 -4.471 0.0001 -0.08969754 C86 1 -15600 2931.0260988 -5.322 0.0001 -0.09609314 C87 1 -28149 2077.9377181 -13.547 0.0001 -0.36314265 C88 0 0 . . . . C89 0 0 . . . . C90 0 0 . . . . 2000-01 Faculty Equity Regression Model ---------------------- Division of Management Information PN 99038 Assistant Salary Replaced by Dept Dummy Vars Model: All ranks, men and women, no race/gender terms -- use to get coefficients to predict salaries Descriptive Statistics Variables Sum Mean Uncorrected SS Variance Std Deviation INTERCEP 1871 1 1871 0 0 CPROF 899 0.4804917157 899 0.2497529132 0.4997528521 CASSOC 539 0.28808124 539 0.2052001132 0.452990191 CADM 200 0.1068947087 200 0.0955192825 0.3090619396 CDPTS 2970 1.5873864244 6076 0.7280547164 0.853261224 CRANK1 1479 0.7904863709 1479 0.1657062339 0.4070703059 CPHD 1678 0.8968466061 1678 0.0925622433 0.3042404367 CYRSDEGR 35372.7 18.905772314 873525.99 109.50683297 10.464551255 C2 20 0.0106894709 20 0.0105808613 0.1028633135 C3 36 0.0192410476 36 0.018880921 0.1374078637 C4 42 0.0224478888 42 0.0219557159 0.1481746128 C5 22 0.011758418 22 0.0116263716 0.1078256535 C6 25 0.0133618386 25 0.0131903498 0.1148492479 C7 51 0.0272581507 51 0.0265293232 0.1628782464 C8 21 0.0112239444 21 0.0111039022 0.1053750551 C9 32 0.0171031534 32 0.0168196252 0.1296904977 C10 17 0.0090860502 17 0.0090083086 0.0949121101 C11 43 0.0229823624 43 0.022466181 0.1498872275 C12 8 0.0042757883 8 0.0042597827 0.065267011 C13 24 0.012827365 24 0.0126695953 0.1125592969 C14 21 0.0112239444 21 0.0111039022 0.1053750551 C15 10 0.0053447354 10 0.0053190121 0.0729315577 C16 11 0.005879209 11 0.0058477694 0.0764707092 C17 9 0.0048102619 9 0.0047896832 0.0692075374 C18 18 0.0096205238 18 0.0095330645 0.0976374133 C19 33 0.0176376269 33 0.0173358066 0.1316655102 C20 48 0.0256547301 48 0.0250099321 0.1581452878 C21 83 0.0443613041 83 0.0424160491 0.2059515697 C22 20 0.0106894709 20 0.0105808613 0.1028633135 C23 28 0.0149652592 28 0.0147491833 0.1214462156 C24 44 0.0235168359 44 0.0229760744 0.1515786082 C25 10 0.0053447354 10 0.0053190121 0.0729315577 C26 55 0.0293960449 55 0.0285471752 0.1689590931 C27 16 0.0085515767 16 0.0084829812 0.0921031007 C28 32 0.0171031534 32 0.0168196252 0.1296904977 C29 48 0.0256547301 48 0.0250099321 0.1581452878 C30 8 0.0042757883 8 0.0042597827 0.065267011 C31 9 0.0048102619 9 0.0047896832 0.0692075374 C32 62 0.0331373597 62 0.0320564084 0.179043035 C33 10 0.0053447354 10 0.0053190121 0.0729315577 C34 13 0.0069481561 13 0.006903569 0.0830877185 C35 5 0.0026723677 5 0.0026666514 0.0516396304 C36 13 0.0069481561 13 0.006903569 0.0830877185 C37 11 0.005879209 11 0.0058477694 0.0764707092 C38 32 0.0171031534 32 0.0168196252 0.1296904977 C39 8 0.0042757883 8 0.0042597827 0.065267011 C40 1 0.0005344735 1 0.0005344735 0.0231186839 C41 25 0.0133618386 25 0.0131903498 0.1148492479 C42 9 0.0048102619 9 0.0047896832 0.0692075374 C43 14 0.0074826296 14 0.0074306113 0.0862009938 C44 12 0.0064136825 12 0.006375955 0.0798495772 C45 13 0.0069481561 13 0.006903569 0.0830877185 C46 7 0.0037413148 7 0.0037293106 0.0610680816 C47 3 0.0016034206 3 0.0016017057 0.0400213161 C48 54 0.0288615714 54 0.0280435696 0.1674621438 C49 6 0.0032068413 6 0.0031982668 0.0565532211 C50 9 0.0048102619 9 0.0047896832 0.0692075374 C51 8 0.0042757883 8 0.0042597827 0.065267011 C52 16 0.0085515767 16 0.0084829812 0.0921031007 C53 11 0.005879209 11 0.0058477694 0.0764707092 C54 13 0.0069481561 13 0.006903569 0.0830877185 C55 10 0.0053447354 10 0.0053190121 0.0729315577 C56 41 0.0219134153 41 0.0214446791 0.1464400189 C57 13 0.0069481561 13 0.006903569 0.0830877185 C58 69 0.0368786745 69 0.0355376318 0.1885142748 C59 11 0.005879209 11 0.0058477694 0.0764707092 C60 18 0.0096205238 18 0.0095330645 0.0976374133 C61 11 0.005879209 11 0.0058477694 0.0764707092 C62 23 0.0122928915 23 0.0121482692 0.1102191873 C63 54 0.0288615714 54 0.0280435696 0.1674621438 C64 9 0.0048102619 9 0.0047896832 0.0692075374 C65 4 0.0021378942 4 0.0021344644 0.046200264 C66 20 0.0106894709 20 0.0105808613 0.1028633135 C67 15 0.0080171032 15 0.0079570821 0.0892024779 C68 19 0.0101549973 19 0.0100572487 0.1002858349 C69 0 0 0 0 0 C70 8 0.0042757883 8 0.0042597827 0.065267011 C71 14 0.0074826296 14 0.0074306113 0.0862009938 C72 37 0.0197755211 37 0.0193948159 0.1392652717 C73 11 0.005879209 11 0.0058477694 0.0764707092 C74 10 0.0053447354 10 0.0053190121 0.0729315577 C75 13 0.0069481561 13 0.006903569 0.0830877185 C76 10 0.0053447354 10 0.0053190121 0.0729315577 C77 9 0.0048102619 9 0.0047896832 0.0692075374 C78 4 0.0021378942 4 0.0021344644 0.046200264 C79 3 0.0016034206 3 0.0016017057 0.0400213161 C80 22 0.011758418 22 0.0116263716 0.1078256535 C81 30 0.0160342063 30 0.0157855475 0.1256405488 C82 0 0 0 0 0 C83 26 0.0138963121 26 0.0137105326 0.1170919833 C84 13 0.0069481561 13 0.006903569 0.0830877185 C85 13 0.0069481561 13 0.006903569 0.0830877185 C86 14 0.0074826296 14 0.0074306113 0.0862009938 C87 79 0.0422234099 79 0.0404622196 0.2011522299 C88 0 0 0 0 0 C89 0 0 0 0 0 C90 0 0 0 0 0 ACTUAL 145191537 77601.035275 1.269916E13 765853587.7 27674.059834 2000-01 Faculty Equity Regression Model ---------------------- Division of Management Information PN 99038 Assistant Salary Replaced by Dept Dummy Vars Model: All ranks, men and women, no race/gender terms -- use to get coefficients to predict salaries Model: DUMMY Dependent Variable: ACTUAL Analysis of Variance Sum of Mean Source DF Squares Square F Value Prob>F Model 91 1.0750679E12 11813932790 58.858 0.0001 Error 1779 357078325151 200718563.88 C Total 1870 1.4321462E12 Root MSE 14167.51792 R-square 0.7507 Dep Mean 77601.03528 Adj R-sq 0.7379 C.V. 18.25687 NOTE: Model is not full rank. Least-squares solutions for the parameters are not unique. Some statistics will be misleading. A reported DF of 0 or B means that the estimate is biased. The following parameters have been set to 0, since the variables are a linear combination of other variables as shown. C69 = 0 C82 = 0 C88 = 0 C89 = 0 C90 = 0 Parameter Estimates Parameter Standard T for H0: Variable DF Estimate Error Parameter=0 Prob > |T| INTERCEP 1 61532 3055.7321215 20.137 0.0001 CPROF 1 24768 1332.7419847 18.585 0.0001 CASSOC 1 4808.881430 1080.0611717 4.452 0.0001 CADM 1 16851 1146.0373271 14.704 0.0001 CDPTS 1 3116.864353 460.84962804 6.763 0.0001 CRANK1 1 -9931.657874 884.34488042 -11.231 0.0001 CPHD 1 4773.966010 1673.7145142 2.852 0.0044 CYRSDEGR 1 236.025363 49.38051212 4.780 0.0001 C2 1 -8217.493662 3927.6530135 -2.092 0.0366 C3 1 -8427.128100 3279.9982241 -2.569 0.0103 C4 1 -7035.353691 3160.3067953 -2.226 0.0261 C5 1 -10986 3788.0906915 -2.900 0.0038 C6 1 -8903.841020 3650.6770673 -2.439 0.0148 C7 1 -13180 3022.4461363 -4.361 0.0001 C8 1 47445 3847.2786942 12.332 0.0001 C9 1 9491.524059 3387.2571674 2.802 0.0051 C10 1 32315 4131.7737181 7.821 0.0001 C11 1 18269 3144.0232761 5.811 0.0001 C12 1 -7445.279272 5507.2967693 -1.352 0.1766 C13 1 -13773 3693.1974918 -3.729 0.0002 C14 1 -13770 3837.0460126 -3.589 0.0003 C15 1 -4439.975075 5025.8216685 -0.883 0.3771 C16 1 -13153 4840.6697448 -2.717 0.0066 C17 1 -12076 5247.3865711 -2.301 0.0215 C18 1 4014.397966 4044.3516505 0.993 0.3210 C19 1 12047 3364.8456954 3.580 0.0004 C20 1 6293.478463 3062.6443941 2.055 0.0400 C21 1 9611.872454 2820.5889464 3.408 0.0007 C22 1 11516 3931.2726260 2.929 0.0034 C23 1 12918 3524.7406361 3.665 0.0003 C24 1 10869 3125.8316863 3.477 0.0005 C25 1 7275.809481 5050.2171760 1.441 0.1498 C26 1 6782.047767 2981.5176083 2.275 0.0230 C27 1 8305.027556 4210.9288718 1.972 0.0487 C28 1 -14591 3493.4709990 -4.177 0.0001 C29 1 -22008 3270.3044569 -6.730 0.0001 C30 1 -17318 5678.7559720 -3.050 0.0023 C31 1 -11335 5292.4252980 -2.142 0.0324 C32 1 -21422 2981.3155501 -7.186 0.0001 C33 1 -16284 5117.4306594 -3.182 0.0015 C34 1 -14121 4540.3668639 -3.110 0.0019 C35 1 11887 6772.8523565 1.755 0.0794 C36 1 -15349 4677.0332454 -3.282 0.0011 C37 1 -21468 4888.6972950 -4.391 0.0001 C38 1 36680 3389.8726504 10.820 0.0001 C39 1 -13566 5505.1716409 -2.464 0.0138 C40 1 -1408.716935 14365.240712 -0.098 0.9219 C41 1 -15883 3636.8514224 -4.367 0.0001 C42 1 -15749 5267.5308612 -2.990 0.0028 C43 1 -9728.350713 4423.4311255 -2.199 0.0280 C44 1 -9785.712883 4678.9010604 -2.091 0.0366 C45 1 -14216 4545.3124025 -3.128 0.0018 C46 1 -13962 5839.0988850 -2.391 0.0169 C47 1 -17241 8522.4120530 -2.023 0.0432 C48 1 -16178 3004.7625804 -5.384 0.0001 C49 1 -19790 6225.0039369 -3.179 0.0015 C50 1 -17523 5257.4428203 -3.333 0.0009 C51 1 -10670 5537.6843415 -1.927 0.0542 C52 1 -18565 4218.5724558 -4.401 0.0001 C53 1 -14860 4849.8404708 -3.064 0.0022 C54 1 -8342.380882 4545.0825170 -1.835 0.0666 C55 1 -20105 5087.8650878 -3.951 0.0001 C56 1 -13250 3181.4471349 -4.165 0.0001 C57 1 -17895 4565.4839124 -3.920 0.0001 C58 1 -9998.294758 2856.4177384 -3.500 0.0005 C59 1 673.311755 4856.2767233 0.139 0.8897 C60 1 -19861 4056.7642360 -4.896 0.0001 C61 1 -16171 4874.1343874 -3.318 0.0009 C62 1 -5737.201067 3733.2640194 -1.537 0.1245 C63 1 -2183.010686 3002.6569888 -0.727 0.4673 C64 1 -16569 5305.2834950 -3.123 0.0018 C65 1 -31950 7483.2744148 -4.270 0.0001 C66 1 -11796 3913.4524764 -3.014 0.0026 C67 1 -17349 4316.8604945 -4.019 0.0001 C68 1 -12551 3977.9508384 -3.155 0.0016 C69 0 0 . . . C70 1 -566.024369 5505.8827513 -0.103 0.9181 C71 1 -4001.416869 4462.1508039 -0.897 0.3700 C72 1 -39.883999 3269.8606533 -0.012 0.9903 C73 1 7157.220191 4852.2596305 1.475 0.1404 C74 1 -12817 5032.2585398 -2.547 0.0109 C75 1 -11816 4556.6700748 -2.593 0.0096 C76 1 -14240 5039.8906923 -2.825 0.0048 C77 1 -14188 5248.1558715 -2.703 0.0069 C78 1 -9957.282566 7566.6585814 -1.316 0.1884 C79 1 309.771760 8504.2229996 0.036 0.9709 C80 1 -3670.234547 3787.0197552 -0.969 0.3326 C81 1 683.382840 3447.1212336 0.198 0.8429 C82 0 0 . . . C83 1 -9051.870193 3621.9980295 -2.499 0.0125 C84 1 8261.560889 4559.1238995 1.812 0.0701 C85 1 -7698.432080 4552.8245420 -1.691 0.0910 C86 1 -9621.435635 4435.4308170 -2.169 0.0302 C87 1 -24481 3056.4143032 -8.010 0.0001 C88 0 0 . . . C89 0 0 . . . C90 0 0 . . .
Full Professors: Descriptive Statistics Variables Sum Mean Uncorrected SS Variance Std Deviation INTERCEP 899 1 899 0 0 PHD 826 0.9187986652 826 0.0746907601 0.2732961033 SEX 783 0.8709677419 783 0.1125080825 0.3354222451 R1 0 0 0 0 0 R3 17 0.0189098999 17 0.0185729752 0.1362827031 R4 73 0.0812013348 73 0.0746907601 0.2732961033 R5 15 0.0166852058 15 0.0164250801 0.1281603686 YRSDEGR 23254.3 25.866852058 655796.51 60.446516917 7.7747358101 RANK1 598 0.6651835373 598 0.2229624106 0.4721889565 ADM 152 0.1690767519 152 0.1406462513 0.3750283341 DPTS 1573 1.7497219132 3565 0.9049971386 0.9513133756 YRSFULL 8072.3 8.9791991101 106831.13 38.249822966 6.184644126 C2 11 0.0122358176 11 0.0120995613 0.1099980057 C3 21 0.0233592881 21 0.0228390367 0.1511258968 C4 27 0.0300333704 27 0.0291638073 0.1707741413 C5 7 0.0077864294 7 0.0077344042 0.0879454617 C6 10 0.0111234705 10 0.0110119881 0.1049380202 C7 27 0.0300333704 27 0.0291638073 0.1707741413 C8 8 0.0088987764 8 0.0088294096 0.093964938 C9 19 0.021134594 19 0.0207109607 0.1439130317 C10 12 0.0133481646 12 0.013184657 0.1148244619 C11 16 0.0177975528 16 0.0175002663 0.1322885721 C12 3 0.0033370412 3 0.003329609 0.0577027642 C13 14 0.0155728587 14 0.0153474165 0.1238846902 C14 7 0.0077864294 7 0.0077344042 0.0879454617 C15 4 0.0044493882 4 0.0044345239 0.0665922209 C16 4 0.0044493882 4 0.0044345239 0.0665922209 C17 4 0.0044493882 4 0.0044345239 0.0665922209 C18 10 0.0111234705 10 0.0110119881 0.1049380202 C19 16 0.0177975528 16 0.0175002663 0.1322885721 C20 24 0.0266963293 24 0.0260125703 0.161284129 C21 52 0.0578420467 52 0.0545570307 0.233574465 C22 8 0.0088987764 8 0.0088294096 0.093964938 C23 17 0.0189098999 17 0.0185729752 0.1362827031 C24 18 0.0200222469 18 0.0196432066 0.1401542245 C25 6 0.0066740823 6 0.0066369215 0.0814673033 C26 42 0.0467185762 42 0.0445855454 0.2111528959 C27 9 0.0100111235 9 0.0099219375 0.0996089229 C28 12 0.0133481646 12 0.013184657 0.1148244619 C29 22 0.0244716352 22 0.0238993586 0.1545941739 C30 2 0.0022246941 2 0.0022222167 0.0471403937 C31 2 0.0022246941 2 0.0022222167 0.0471403937 C32 23 0.0255839822 23 0.0249572031 0.1579784894 C33 4 0.0044493882 4 0.0044345239 0.0665922209 C34 6 0.0066740823 6 0.0066369215 0.0814673033 C35 2 0.0022246941 2 0.0022222167 0.0471403937 C36 5 0.0055617353 5 0.0055369614 0.0744107612 C37 7 0.0077864294 7 0.0077344042 0.0879454617 C38 21 0.0233592881 21 0.0228390367 0.1511258968 C39 3 0.0033370412 3 0.003329609 0.0577027642 C40 0 0 0 0 0 C41 10 0.0111234705 10 0.0110119881 0.1049380202 C42 3 0.0033370412 3 0.003329609 0.0577027642 C43 8 0.0088987764 8 0.0088294096 0.093964938 C44 6 0.0066740823 6 0.0066369215 0.0814673033 C45 8 0.0088987764 8 0.0088294096 0.093964938 C46 4 0.0044493882 4 0.0044345239 0.0665922209 C47 2 0.0022246941 2 0.0022222167 0.0471403937 C48 30 0.0333704116 30 0.0322927479 0.1797018307 C49 1 0.0011123471 1 0.0011123471 0.0333518673 C50 5 0.0055617353 5 0.0055369614 0.0744107612 C51 4 0.0044493882 4 0.0044345239 0.0665922209 C52 9 0.0100111235 9 0.0099219375 0.0996089229 C53 5 0.0055617353 5 0.0055369614 0.0744107612 C54 7 0.0077864294 7 0.0077344042 0.0879454617 C55 3 0.0033370412 3 0.003329609 0.0577027642 C56 18 0.0200222469 18 0.0196432066 0.1401542245 C57 5 0.0055617353 5 0.0055369614 0.0744107612 C58 45 0.0500556174 45 0.0476030036 0.2181811256 C59 5 0.0055617353 5 0.0055369614 0.0744107612 C60 7 0.0077864294 7 0.0077344042 0.0879454617 C61 5 0.0055617353 5 0.0055369614 0.0744107612 C62 10 0.0111234705 10 0.0110119881 0.1049380202 C63 36 0.0400444939 36 0.0384837397 0.1961727292 C64 4 0.0044493882 4 0.0044345239 0.0665922209 C65 1 0.0011123471 1 0.0011123471 0.0333518673 C66 4 0.0044493882 4 0.0044345239 0.0665922209 C67 5 0.0055617353 5 0.0055369614 0.0744107612 C68 7 0.0077864294 7 0.0077344042 0.0879454617 C69 0 0 0 0 0 C70 5 0.0055617353 5 0.0055369614 0.0744107612 C71 10 0.0111234705 10 0.0110119881 0.1049380202 C72 27 0.0300333704 27 0.0291638073 0.1707741413 C73 5 0.0055617353 5 0.0055369614 0.0744107612 C74 3 0.0033370412 3 0.003329609 0.0577027642 C75 3 0.0033370412 3 0.003329609 0.0577027642 C76 1 0.0011123471 1 0.0011123471 0.0333518673 C77 3 0.0033370412 3 0.003329609 0.0577027642 C78 1 0.0011123471 1 0.0011123471 0.0333518673 C79 1 0.0011123471 1 0.0011123471 0.0333518673 C80 9 0.0100111235 9 0.0099219375 0.0996089229 C81 12 0.0133481646 12 0.013184657 0.1148244619 C82 0 0 0 0 0 C83 12 0.0133481646 12 0.013184657 0.1148244619 C84 6 0.0066740823 6 0.0066369215 0.0814673033 C85 2 0.0022246941 2 0.0022222167 0.0471403937 C86 3 0.0033370412 3 0.003329609 0.0577027642 C87 17 0.0189098999 17 0.0185729752 0.1362827031 C88 0 0 0 0 0 C89 0 0 0 0 0 C90 0 0 0 0 0 ACTUAL 85648216 95270.540601 8.8164129E12 731248344.19 27041.60395 Number of faculty by percent difference from predicted salary Model: Full profs: With terms interacting with sex Model: MODEL1 Dependent Variable: ACTUAL Analysis of Variance Sum of Mean Source DF Squares Square F Value Prob>F Model 94 433141595177 4607889310.4 16.575 0.0001 Error 804 223519417902 278009226.25 C Total 898 656661013079 Root MSE 16673.60867 R-square 0.6596 Dep Mean 95270.54060 Adj R-sq 0.6198 C.V. 17.50133 NOTE: Model is not full rank. Least-squares solutions for the parameters are not unique. Some statistics will be misleading. A reported DF of 0 or B means that the estimate is biased. The following parameters have been set to 0, since the variables are a linear combination of other variables as shown. R1 = 0 C40 = 0 C69 = 0 C82 = 0 C88 = 0 C89 = 0 C90 = 0 Number of faculty by percent difference from predicted salary Model: Full profs: With terms interacting with sex Parameter Estimates Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Type I SS Type II SS Estimate INTERCEP 1 79008 6080.1655978 12.994 0.0001 8.1597518E12 46943057094 0.00000000 PHD 1 8379.280829 3519.3381566 2.381 0.0175 54022266005 1575980010 0.08468524 SEX 1 -90.111121 8262.9427775 -0.011 0.9913 14834334929 33063 -0.00111773 R1 0 0 . . . . . . R3 1 -3953.543516 4498.9442309 -0.879 0.3798 296372664 214689615 -0.01992484 R4 1 1450.762320 2220.1990973 0.653 0.5137 1889389859 118704696 0.01466214 R5 1 1227.041861 4745.3925815 0.259 0.7960 773874696 18588043 0.00581541 YRSDEGR 1 397.984542 79.76547281 4.989 0.0001 496892655 6920886540 0.11442460 RANK1 1 6816.316346 1915.5683059 3.558 0.0004 40274957576 3520168069 0.11902361 ADM 1 18856 1627.2016845 11.588 0.0001 73738641796 37333103578 0.26151130 DPTS 1 4013.348054 749.25284572 5.356 0.0001 6870101916 7976567729 0.14118806 YRSFULL 1 -1786.989073 149.94396744 -11.918 0.0001 73257529516 39486169641 -0.40869955 SEXSAL 1 0.043413 0.15829825 0.274 0.7840 109042351022 20909838 0.03534350 C2 1 -11698 6616.7101819 -1.768 0.0774 1474007581 868965685 -0.04758457 C3 1 -9157.495723 5548.9317102 -1.650 0.0993 988022 757170871 -0.05117798 C4 1 -6441.105153 5243.7140389 -1.228 0.2197 827090826 419471045 -0.04067711 C5 1 -13674 7588.5079229 -1.802 0.0719 151289932 902730072 -0.04447201 C6 1 -11107 6739.3645776 -1.648 0.0997 272547988 755091960 -0.04310123 C7 1 -14468 5262.6070731 -2.749 0.0061 1412787125 2101239165 -0.09136897 C8 1 48588 10197.329892 4.765 0.0001 404923420 6311576835 0.16883372 C9 1 11248 5738.9529525 1.960 0.0503 945526239 1067954775 0.05986144 C10 1 34562 7000.7648967 4.937 0.0001 5142109077 6776036204 0.14675933 C11 1 12596 7367.2713176 1.710 0.0877 1716577552 812669692 0.06162032 C12 1 -3510.376916 10637.679601 -0.330 0.7415 88158533 30274216 -0.00749062 C13 1 -8968.396869 6124.4369837 -1.464 0.1435 42442687 596151313 -0.04108658 C14 1 -14649 7599.2691479 -1.928 0.0542 249636334 1033048345 -0.04764129 C15 1 5193.372450 9593.1272370 0.541 0.5884 480716303 81477508 0.01278912 C16 1 -15553 9310.1120244 -1.671 0.0952 284860809 775887478 -0.03830149 C17 1 -6516.455113 9391.3505334 -0.694 0.4880 51313401 133852326 -0.01604732 C18 1 5251.321478 6888.0261656 0.762 0.4461 6741922 161587159 0.02037835 C19 1 11095 6379.9385944 1.739 0.0824 5234516 840851566 0.05427958 C20 1 7393.796370 5501.9946758 1.344 0.1794 124747154 502057950 0.04409879 C21 1 9768.296878 5348.2703796 1.826 0.0682 6327543 927406638 0.08437461 C22 1 19230 7421.0375202 2.591 0.0097 1131595445 1866667616 0.06681930 C23 1 16950 6101.5713747 2.778 0.0056 1374306846 2145422539 0.08542339 C24 1 20677 6099.9168219 3.390 0.0007 2934303139 3194381008 0.10716708 C25 1 6642.400536 8343.0897008 0.796 0.4262 19085481 176220124 0.02001133 C26 1 5303.136267 4884.3402132 1.086 0.2779 1815224366 327727563 0.04140925 C27 1 9619.331391 7263.7882854 1.324 0.1858 60559439 487553892 0.03543323 C28 1 -17751 6587.3112744 -2.695 0.0072 639425836 2018820904 -0.07537537 C29 1 -18919 6557.3688678 -2.885 0.0040 6069674 2314087238 -0.10815598 C30 1 -18082 13045.513914 -1.386 0.1661 34512204 534089360 -0.03152095 C31 1 -2273.761308 13018.363095 -0.175 0.8614 360229326 8480788 -0.00396374 C32 1 -22982 5997.0223810 -3.832 0.0001 997272136 4082681975 -0.13425929 C33 1 -17925 10189.321130 -1.759 0.0789 1467592 860365911 -0.04414162 C34 1 -15060 7971.8690055 -1.889 0.0592 464623892 992172194 -0.04537065 C35 1 9849.878382 12683.356520 0.777 0.4376 542993588 167668911 0.01717084 C36 1 -15191 8998.1130648 -1.688 0.0918 828691 792360385 -0.04180099 C37 1 -22715 7704.0403060 -2.948 0.0033 4017123159 2416882005 -0.07387503 C38 1 32028 7735.5933369 4.140 0.0001 2872463074 4765715924 0.17899238 C39 1 -19886 10466.902375 -1.900 0.0578 599407559 1003509922 -0.04243396 C40 0 0 . . . . . . C41 1 -14088 6763.9212516 -2.083 0.0376 252388507 1206118843 -0.05467193 C42 1 -20002 10614.594280 -1.884 0.0599 287076325 987213426 -0.04268188 C43 1 -11129 7189.3670305 -1.548 0.1220 174733314 666172616 -0.03867122 C44 1 -10993 7962.2617574 -1.381 0.1678 174812638 529964159 -0.03311929 C45 1 -13445 7234.6900881 -1.858 0.0635 227014950 960153009 -0.04671904 C46 1 -15270 9539.1648031 -1.601 0.1098 49881027 712357123 -0.03760284 C47 1 -15910 12895.384588 -1.234 0.2177 3223668 423159794 -0.02773433 C48 1 -10057 5376.5133682 -1.871 0.0618 18941976 972768320 -0.06683376 C49 1 -10806 17287.059046 -0.625 0.5321 5637132 108621181 -0.01332713 C50 1 -26928 8537.6323520 -3.154 0.0017 2033912613 2765640792 -0.07409843 C51 1 -3116.513074 9477.0062830 -0.329 0.7424 126892521 30064555 -0.00767468 C52 1 -17168 7038.2393076 -2.439 0.0149 624573185 1654122494 -0.06323886 C53 1 -9776.417426 8680.9217070 -1.126 0.2604 21182903 352603812 -0.02690191 C54 1 -12025 7583.1318361 -1.586 0.1132 204738711 699113199 -0.03910873 C55 1 -5385.722964 10621.933285 -0.507 0.6123 16927631 71472684 -0.01149233 C56 1 -7426.888270 5844.9479364 -1.271 0.2042 24917371 448860817 -0.03849290 C57 1 -19040 8900.7975319 -2.139 0.0327 420391708 1272098633 -0.05239176 C58 1 -15252 4992.5781282 -3.055 0.0023 2811518241 2594525505 -0.12305775 C59 1 13194 8585.4861293 1.537 0.1247 1340023804 656602169 0.03630695 C60 1 -18884 7599.2334447 -2.485 0.0132 1285595427 1716804850 -0.06141601 Number of faculty by percent difference from predicted salary Model: Full profs: With terms interacting with sex Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Type I SS Type II SS Estimate C61 1 -21572 8687.2974435 -2.483 0.0132 1522787035 1714267124 -0.05936051 C62 1 -1196.557014 6750.4428022 -0.177 0.8594 75441243 8734971 -0.00464338 C63 1 2417.775595 5004.2280865 0.483 0.6291 1665774678 64895861 0.01753970 C64 1 -10211 9842.7769117 -1.037 0.2999 143751 299180889 -0.02514467 C65 1 -10242 17627.068268 -0.581 0.5614 4222011 93850681 -0.01263156 C66 1 -13776 9395.6852131 -1.466 0.1430 226893117 597631534 -0.03392397 C67 1 -16647 8839.3963766 -1.883 0.0600 369923412 985965185 -0.04580650 C68 1 -7096.654375 7618.0369938 -0.932 0.3518 2442385 241257245 -0.02307994 C69 0 0 . . . . . . C70 1 4185.312405 8527.3491846 0.491 0.6237 298497444 66971014 0.01151678 C71 1 -9701.142016 6833.1175164 -1.420 0.1561 541063498 560360035 -0.03764639 C72 1 3281.849540 5223.0418451 0.628 0.5300 1828703074 109761373 0.02072566 C73 1 8539.079535 8679.0003557 0.984 0.3255 529325252 269117484 0.02349711 C74 1 -11041 10500.112212 -1.051 0.2934 35270506 307368216 -0.02355906 C75 1 -10578 10634.817293 -0.995 0.3202 385687 275065590 -0.02257266 C76 1 -25576 17339.106933 -1.475 0.1406 285845889 604882315 -0.03154425 C77 1 -13082 10572.353881 -1.237 0.2163 79229482 425656184 -0.02791488 C78 1 -15147 17439.243455 -0.869 0.3853 90549066 209741485 -0.01868220 C79 1 4734.008378 17238.259712 0.275 0.7837 92844974 20966716 0.00583871 C80 1 -6384.147123 6913.2493683 -0.923 0.3560 13910300 237083067 -0.02351628 C81 1 420.509582 6319.3643954 0.067 0.9470 600510271 1231017 0.00178557 C82 0 0 . . . . . . C83 1 -8379.226488 6423.2238148 -1.305 0.1924 26171863 473108725 -0.03558000 C84 1 17674 8318.5064895 2.125 0.0339 3008928093 1254973462 0.05324562 C85 1 -12592 12533.000543 -1.005 0.3153 4618945 280651471 -0.02195179 C86 1 -13369 10517.609768 -1.271 0.2041 11776917 449174556 -0.02852720 C87 1 -26434 6452.6745196 -4.097 0.0001 4665721581 4665721581 -0.13322258 C88 0 0 . . . . . . C89 0 0 . . . . . . C90 0 0 . . . . . . Squared Squared Squared Squared Semi-partial Partial Semi-partial Partial Variance Variable DF Corr Type I Corr Type I Corr Type II Corr Type II Tolerance Inflation INTERCEP 1 . . . . . 0.00000000 PHD 1 0.08226812 0.08226812 0.00239999 0.00700139 0.33465244 2.98817483 SEX 1 0.02259055 0.02461563 0.00000005 0.00000015 0.04030228 24.81248953 R1 0 . . . . . . R3 1 0.00045133 0.00050420 0.00032694 0.00095957 0.82353142 1.21428275 R4 1 0.00287727 0.00321594 0.00018077 0.00053079 0.84087637 1.18923546 R5 1 0.00117850 0.00132147 0.00002831 0.00008315 0.83701084 1.19472766 YRSDEGR 1 0.00075670 0.00084961 0.01053951 0.03003332 0.80497372 1.24227658 RANK1 1 0.06133295 0.06892291 0.00536071 0.01550464 0.37840419 2.64267688 ADM 1 0.11229331 0.13553081 0.05685293 0.14311958 0.83132710 1.20289594 DPTS 1 0.01046217 0.01460685 0.01214716 0.03445661 0.60936691 1.64104744 YRSFULL 1 0.11156065 0.15806514 0.06013174 0.15013434 0.35999415 2.77782289 SEXSAL 1 0.16605577 0.27944770 0.00003184 0.00009354 0.02549121 39.22920990 C2 1 0.00224470 0.00524251 0.00132331 0.00387260 0.58442532 1.71108260 C3 1 0.00000150 0.00000353 0.00115306 0.00337606 0.44023679 2.27150486 C4 1 0.00125954 0.00295718 0.00063879 0.00187315 0.38606520 2.59023608 C5 1 0.00023039 0.00054253 0.00137473 0.00402246 0.69509349 1.43865539 C6 1 0.00041505 0.00097789 0.00114990 0.00336682 0.61898374 1.61555133 C7 1 0.00215147 0.00507397 0.00319988 0.00931315 0.38329818 2.60893488 C8 1 0.00061664 0.00146168 0.00961162 0.02746182 0.33719278 2.96566252 C9 1 0.00143990 0.00341813 0.00162634 0.00475519 0.45385518 2.20334600 C10 1 0.00783069 0.01865278 0.01031893 0.02942323 0.47909656 2.08726193 C11 1 0.00261410 0.00634517 0.00123758 0.00362262 0.32593041 3.06813958 C12 1 0.00013425 0.00032795 0.00004610 0.00013542 0.82166696 1.21703810 C13 1 0.00006463 0.00015794 0.00090785 0.00266002 0.53779313 1.85945103 C14 1 0.00038016 0.00092910 0.00157318 0.00460048 0.69312626 1.44273858 C15 1 0.00073206 0.00179080 0.00012408 0.00036439 0.75860459 1.31820980 C16 1 0.00043380 0.00106309 0.00118156 0.00345922 0.80542677 1.24157780 C17 1 0.00007814 0.00019170 0.00020384 0.00059848 0.79155259 1.26333994 C18 1 0.00001027 0.00002519 0.00024607 0.00072240 0.59255349 1.68761135 C19 1 0.00000797 0.00001956 0.00128050 0.00374777 0.43461551 2.30088431 C20 1 0.00018997 0.00046616 0.00076456 0.00224112 0.39315090 2.54355261 C21 1 0.00000964 0.00002366 0.00141231 0.00413197 0.19838345 5.04074308 C22 1 0.00172326 0.00423064 0.00284267 0.00828209 0.63668110 1.57064503 C23 1 0.00209287 0.00515988 0.00326717 0.00950712 0.44773186 2.23347964 C24 1 0.00446852 0.01107408 0.00486458 0.01408993 0.42356753 2.36089862 C25 1 0.00002906 0.00007284 0.00026836 0.00078777 0.67013510 1.49223642 C26 1 0.00276432 0.00692789 0.00049908 0.00146407 0.29105628 3.43576163 C27 1 0.00009222 0.00023274 0.00074247 0.00217651 0.59137101 1.69098584 Number of faculty by percent difference from predicted salary Model: Full profs: With terms interacting with sex Squared Squared Squared Squared Semi-partial Partial Semi-partial Partial Variance Variable DF Corr Type I Corr Type I Corr Type II Corr Type II Tolerance Inflation C28 1 0.00097375 0.00245800 0.00307437 0.00895112 0.54112508 1.84800157 C29 1 0.00000924 0.00002339 0.00352402 0.01024687 0.30125717 3.31942303 C30 1 0.00005256 0.00013300 0.00081334 0.00238376 0.81860441 1.22159128 C31 1 0.00054858 0.00138837 0.00001292 0.00003794 0.82202249 1.21651172 C32 1 0.00151870 0.00384897 0.00621734 0.01793780 0.34491781 2.89924142 C33 1 0.00000223 0.00000569 0.00131021 0.00383442 0.67242736 1.48714949 C34 1 0.00070756 0.00180015 0.00151094 0.00441925 0.73399970 1.36239837 C35 1 0.00082690 0.00210759 0.00025534 0.00074957 0.86602028 1.15470737 C36 1 0.00000126 0.00000322 0.00120665 0.00353241 0.69057124 1.44807653 C37 1 0.00611750 0.01562513 0.00368056 0.01069718 0.67440210 1.48279491 C38 1 0.00437435 0.01135017 0.00725750 0.02087616 0.22652588 4.41450661 C39 1 0.00091281 0.00239567 0.00152820 0.00446952 0.84869822 1.17827513 C40 0 . . . . . . C41 1 0.00038435 0.00101115 0.00183675 0.00536708 0.61449741 1.62734617 C42 1 0.00043718 0.00115129 0.00150338 0.00439726 0.82524488 1.21176153 C43 1 0.00026609 0.00070156 0.00101448 0.00297152 0.67837510 1.47411071 C44 1 0.00026621 0.00070237 0.00080706 0.00236539 0.73577206 1.35911658 C45 1 0.00034571 0.00091275 0.00146217 0.00427724 0.66990211 1.49275541 C46 1 0.00007596 0.00020074 0.00108482 0.00317688 0.76721162 1.30342135 C47 1 0.00000491 0.00001298 0.00064441 0.00188959 0.83777590 1.19363662 C48 1 0.00002885 0.00007625 0.00148139 0.00433319 0.33164726 3.01525183 C49 1 0.00000858 0.00002269 0.00016541 0.00048572 0.93132301 1.07374132 C50 1 0.00309736 0.00818769 0.00421167 0.01222193 0.76707262 1.30365754 C51 1 0.00019324 0.00051503 0.00004578 0.00013449 0.77730872 1.28649014 C52 1 0.00095113 0.00253634 0.00251899 0.00734599 0.62988074 1.58760213 C53 1 0.00003226 0.00008624 0.00053696 0.00157502 0.74195864 1.34778401 C54 1 0.00031179 0.00083361 0.00106465 0.00311800 0.69607942 1.43661768 C55 1 0.00002578 0.00006898 0.00010884 0.00031966 0.82410490 1.21343775 C56 1 0.00003795 0.00010154 0.00068355 0.00200413 0.46132734 2.16765822 C57 1 0.00064020 0.00171338 0.00193722 0.00565902 0.70575430 1.41692371 C58 1 0.00428154 0.01147851 0.00395109 0.01147442 0.26091484 3.83266820 C59 1 0.00204066 0.00553441 0.00099991 0.00292896 0.75854543 1.31831260 C60 1 0.00195778 0.00533916 0.00261445 0.00762224 0.69313277 1.44272503 C61 1 0.00231898 0.00635818 0.00261058 0.00761106 0.74086997 1.34976451 C62 1 0.00011489 0.00031701 0.00001330 0.00003908 0.61695376 1.62086701 C63 1 0.00253673 0.00700193 0.00009883 0.00029025 0.32124133 3.11292450 C64 1 0.00000022 0.00000061 0.00045561 0.00133671 0.72061051 1.38771221 C65 1 0.00000643 0.00001787 0.00014292 0.00041970 0.89574087 1.11639430 C66 1 0.00034553 0.00096047 0.00091011 0.00266660 0.79082239 1.26450643 C67 1 0.00056334 0.00156744 0.00150148 0.00439172 0.71559313 1.39744216 C68 1 0.00000372 0.00001037 0.00036740 0.00107819 0.68971529 1.44987362 C69 0 . . . . . . C70 1 0.00045457 0.00126679 0.00010199 0.00029953 0.76892376 1.30051905 C71 1 0.00082396 0.00229913 0.00085335 0.00250072 0.60211488 1.66081263 C72 1 0.00278485 0.00778857 0.00016715 0.00049082 0.38912725 2.56985346 C73 1 0.00080609 0.00227213 0.00040983 0.00120255 0.74228719 1.34718747 C74 1 0.00005371 0.00015174 0.00046808 0.00137324 0.84333817 1.18576395 C75 1 0.00000059 0.00000166 0.00041889 0.00122910 0.82210932 1.21638325 C76 1 0.00043530 0.00122998 0.00092115 0.00269887 0.92574018 1.08021670 C77 1 0.00012066 0.00034134 0.00064821 0.00190072 0.83185236 1.20213640 C78 1 0.00013789 0.00039024 0.00031941 0.00093748 0.91513946 1.09272962 C79 1 0.00014139 0.00040029 0.00003193 0.00009379 0.93660339 1.06768779 C80 1 0.00002118 0.00006000 0.00036104 0.00105956 0.65286282 1.53171534 C81 1 0.00091449 0.00259022 0.00000187 0.00000551 0.58798634 1.70071978 C82 0 . . . . . . C83 1 0.00003986 0.00011318 0.00072048 0.00211216 0.56912534 1.75708218 C84 1 0.00458216 0.01301381 0.00191114 0.00558326 0.67410178 1.48345552 C85 1 0.00000703 0.00002024 0.00042739 0.00125403 0.88692387 1.12749248 C86 1 0.00001793 0.00005161 0.00068403 0.00200552 0.84053447 1.18971920 C87 1 0.00710522 0.02044709 0.00710522 0.02044709 0.40033345 2.49791769 C88 0 . . . . . . C89 0 . . . . . . C90 0 . . . . . . Number of faculty by percent difference from predicted salary 77 Model: Full profs: With terms interacting with sex Model: MODEL2 Dependent Variable: ACTUAL Analysis of Variance Sum of Mean Source DF Squares Square F Value Prob>F Model 94 433432499932 4610984041.8 16.607 0.0001 Error 804 223228513147 277647404.41 C Total 898 656661013079 Root MSE 16662.75501 R-square 0.6601 Dep Mean 95270.54060 Adj R-sq 0.6203 C.V. 17.48993 NOTE: Model is not full rank. Least-squares solutions for the parameters are not unique. Some statistics will be misleading. A reported DF of 0 or B means that the estimate is biased. The following parameters have been set to 0, since the variables are a linear combination of other variables as shown. R1 = 0 C40 = 0 C69 = 0 C82 = 0 C88 = 0 C89 = 0 C90 = 0 Number of faculty by percent difference from predicted salary Model: Full profs: With terms interacting with sex Parameter Estimates Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Type I SS Type II SS Estimate INTERCEP 1 73612 7999.1433199 9.203 0.0001 8.1597518E12 23513004740 0.00000000 PHD 1 8419.580298 3516.0766033 2.395 0.0169 54022266005 1592054196 0.08509253 SEX 1 8509.663395 6333.9093398 1.344 0.1795 14834334929 501158032 0.10555330 R1 0 0 . . . . . . R3 1 -3823.198181 4477.0841212 -0.854 0.3934 296372664 202468157 -0.01926793 R4 1 1369.970347 2217.3018501 0.618 0.5368 1889389859 105990347 0.01384561 R5 1 1087.950249 4744.1704827 0.229 0.8187 773874696 14601286 0.00515621 YRSDEGR 1 644.851622 246.06712527 2.621 0.0089 496892655 1906803846 0.18540139 RANK1 1 6918.924014 1916.8179670 3.610 0.0003 40274957576 3617503807 0.12081530 ADM 1 18920 1627.1214854 11.628 0.0001 73738641796 37538547155 0.26238774 DPTS 1 4015.632078 748.53177805 5.365 0.0001 6870101916 7990628912 0.14126841 YRSFULL 1 -1804.254248 150.74176713 -11.969 0.0001 73257529516 39776071379 -0.41264825 SEXYRSD 1 -271.999515 256.66504155 -1.060 0.2896 1606495788 311814593 -0.11488673 C2 1 -11890 6600.3898077 -1.801 0.0720 1655312266 901032338 -0.04836657 C3 1 -9532.600003 5473.4236526 -1.742 0.0820 1461579864 842167017 -0.05327431 C4 1 -6577.146701 5232.1316832 -1.257 0.2091 890520344 438744155 -0.04153624 C5 1 -14311 7532.9904823 -1.900 0.0578 1499707466 1002078831 -0.04654280 C6 1 -11293 6725.2865669 -1.679 0.0935 859357001 782890477 -0.04382429 C7 1 -14796 5216.0728625 -2.837 0.0047 5395318963 2234110709 -0.09344129 C8 1 50242 7230.6422820 6.948 0.0001 17176971692 13405213144 0.17458234 C9 1 11360 5619.8015617 2.021 0.0436 2203874018 1134436680 0.06045497 C10 1 35078 6370.5587668 5.506 0.0001 14151863559 8418047807 0.14894927 C11 1 13731 5868.1215852 2.340 0.0195 3024047928 1520160756 0.06717179 C12 1 -4053.241742 10581.469473 -0.383 0.7018 53714510 40738653 -0.00864902 C13 1 -9617.133633 6106.1199002 -1.575 0.1157 537757350 688738346 -0.04405862 C14 1 -14399 7559.7594105 -1.905 0.0572 752812293 1007250572 -0.04682857 C15 1 4806.348439 9575.2328420 0.502 0.6158 53887039 69956075 0.01183604 C16 1 -15587 9279.9194936 -1.680 0.0934 776331498 783336612 -0.03838510 C17 1 -6799.105733 9322.2002326 -0.729 0.4660 55785470 147693150 -0.01674337 C18 1 5570.858783 6718.0434742 0.829 0.4072 515358254 190920383 0.02161835 C19 1 11497 5947.0436494 1.933 0.0536 2463237377 1037729447 0.05624530 C20 1 7589.853262 5333.2845068 1.423 0.1551 2147536781 562303612 0.04526813 C21 1 10131 4904.7579192 2.066 0.0392 7466439446 1184598522 0.08750831 C22 1 19452 7225.2532937 2.692 0.0072 3591622237 2012497511 0.06759387 C23 1 17327 5777.2188256 2.999 0.0028 7493508183 2497442838 0.08732289 C24 1 21018 5719.1860516 3.675 0.0003 11521145727 3749840013 0.10893502 C25 1 7234.619865 8000.0154046 0.904 0.3661 974964944 227061449 0.02179549 C26 1 5326.184900 4848.7703842 1.098 0.2723 4689861768 335013925 0.04158923 C27 1 10006 6910.3963947 1.448 0.1480 2190504396 582128278 0.03685796 C28 1 -17971 6564.5265745 -2.738 0.0063 301184261 2080873805 -0.07631000 C29 1 -19476 6280.9528105 -3.101 0.0020 120426809 2669446947 -0.11133970 C30 1 -21778 13444.683614 -1.620 0.1057 24645320 728473105 -0.03796394 C31 1 -2543.194609 12967.287583 -0.196 0.8446 438076256 10679589 -0.00443344 C32 1 -23640 5750.8610389 -4.111 0.0001 2759652661 4691533615 -0.13810487 C33 1 -18446 9991.5923789 -1.846 0.0652 108664183 946275982 -0.04542426 C34 1 -15313 7961.4778886 -1.923 0.0548 488192043 1027117351 -0.04613259 C35 1 10458 12687.559681 0.824 0.4100 631352280 188654975 0.01823166 C36 1 -15861 8823.4417565 -1.798 0.0726 223231034 897211414 -0.04364574 C37 1 -22396 7632.9288022 -2.934 0.0034 2058510330 2390320652 -0.07283724 C38 1 33269 5508.7136385 6.039 0.0001 31928281803 10126669351 0.18592729 C39 1 -19892 10459.431025 -1.902 0.0576 439638058 1004210726 -0.04244611 C40 0 0 . . . . . . C41 1 -14319 6695.4026981 -2.139 0.0328 322567998 1269861051 -0.05556591 C42 1 -20615 10527.538106 -1.958 0.0505 459989311 1064694624 -0.04399028 C43 1 -11184 7179.2178130 -1.558 0.1197 78579154 673751578 -0.03886097 C44 1 -11190 7958.1976918 -1.406 0.1601 78098458 548893803 -0.03371033 C45 1 -13975 7182.0132720 -1.946 0.0520 310498209 1051303541 -0.04856203 C46 1 -15791 9331.7425939 -1.692 0.0910 251596951 795006054 -0.03888591 C47 1 -17495 12840.598485 -1.362 0.1734 44605691 515414750 -0.03049844 C48 1 -10624 5246.5471277 -2.025 0.0432 21365067 1138390940 -0.07059802 C49 1 -10967 17251.033247 -0.636 0.5251 9983641 112203441 -0.01352568 C50 1 -27211 8512.8200440 -3.196 0.0014 2022981035 2836879372 -0.07487733 C51 1 -3522.982191 9396.3359081 -0.375 0.7078 40239294 39029901 -0.00867564 C52 1 -17784 6940.1893871 -2.562 0.0106 1018582492 1823035877 -0.06550703 C53 1 -10072 8622.4113955 -1.168 0.2431 57117901 378870865 -0.02771602 C54 1 -12396 7560.3181157 -1.640 0.1015 217448516 746459332 -0.04031599 C55 1 -6417.240428 10610.840800 -0.605 0.5455 2495101 101552505 -0.01369344 C56 1 -8137.806032 5707.0466101 -1.426 0.1543 52374592 564527947 -0.04217752 C57 1 -19394 8780.2772324 -2.209 0.0275 743374407 1354630715 -0.05336729 C58 1 -15776 4817.0513864 -3.275 0.0011 5188819667 2977995167 -0.12728616 C59 1 13123 8580.1566685 1.530 0.1265 1471093107 649532983 0.03611206 C60 1 -19107 7530.9980311 -2.537 0.0114 1594581275 1787241055 -0.06214101 Number of faculty by percent difference from predicted salary Model: Full profs: With terms interacting with sex Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Type I SS Type II SS Estimate C61 1 -21539 8681.5174204 -2.481 0.0133 1371630601 1709107397 -0.05927026 C62 1 -1820.046486 6737.9737893 -0.270 0.7871 29070237 20258158 -0.00706290 C63 1 2151.959549 4988.8910277 0.431 0.6663 1492543678 51659927 0.01561134 C64 1 -10730 9624.6985457 -1.115 0.2653 74657310 345081244 -0.02642360 C65 1 -14753 18087.191875 -0.816 0.4149 46642431 184718014 -0.01819561 C66 1 -14292 9352.6181235 -1.528 0.1269 372642163 648376973 -0.03519583 C67 1 -17208 8681.4967772 -1.982 0.0478 750679764 1090886666 -0.04735228 C68 1 -7639.355154 7548.7501748 -1.012 0.3118 59142411 284352410 -0.02484492 C69 0 0 . . . . . . C70 1 3975.876288 8523.1679945 0.466 0.6410 285658353 60416734 0.01094047 C71 1 -9701.583193 6808.3419606 -1.425 0.1546 353910660 563762417 -0.03764810 C72 1 3120.639652 5206.2991917 0.599 0.5491 1502285317 99752231 0.01970758 C73 1 8669.848501 8525.8080218 1.017 0.3095 1035818846 287108160 0.02385694 C74 1 -11413 10488.963117 -1.088 0.2769 51578776 328748619 -0.02435465 C75 1 -11137 10576.585123 -1.053 0.2927 19840209 307838102 -0.02376424 C76 1 -26159 17289.055314 -1.513 0.1307 394685247 635623840 -0.03226356 C77 1 -12806 10537.373659 -1.215 0.2246 123332054 410057424 -0.02732575 C78 1 -15294 17428.477228 -0.878 0.3805 90155425 213797386 -0.01886260 C79 1 4217.207288 17234.407899 0.245 0.8068 87907683 16624584 0.00520131 C80 1 -6550.918757 6910.5310822 -0.948 0.3434 9598065 249502669 -0.02413059 C81 1 221.382598 6318.0121020 0.035 0.9721 625169988 340894 0.00094004 C82 0 0 . . . . . . C83 1 -8306.114693 6419.4399572 -1.294 0.1961 14743427 464831106 -0.03526955 C84 1 17984 7982.7331120 2.253 0.0245 4346275399 1409113733 0.05417872 C85 1 -12531 12513.989183 -1.001 0.3170 3314828 278380978 -0.02184387 C86 1 -13072 10505.818789 -1.244 0.2138 6117964 429841185 -0.02789339 C87 1 -26953 6280.7781855 -4.291 0.0001 5112974410 5112974410 -0.13583502 C88 0 0 . . . . . . C89 0 0 . . . . . . C90 0 0 . . . . . . Squared Squared Squared Squared Semi-partial Partial Semi-partial Partial Variance Variable DF Corr Type I Corr Type I Corr Type II Corr Type II Tolerance Inflation INTERCEP 1 . . . . . 0.00000000 PHD 1 0.08226812 0.08226812 0.00242447 0.00708144 0.33483723 2.98652569 SEX 1 0.02259055 0.02461563 0.00076319 0.00224002 0.06849989 14.59856364 R1 0 . . . . . . R3 1 0.00045133 0.00050420 0.00030833 0.00090618 0.83051082 1.20407823 R4 1 0.00287727 0.00321594 0.00016141 0.00047458 0.84197804 1.18767944 R5 1 0.00117850 0.00132147 0.00002224 0.00006541 0.83635221 1.19566850 YRSDEGR 1 0.00075670 0.00084961 0.00290379 0.00846959 0.08447706 11.83753267 RANK1 1 0.06133295 0.06892291 0.00550894 0.01594696 0.37741911 2.64957436 ADM 1 0.11229331 0.13553081 0.05716579 0.14395433 0.83032700 1.20434479 DPTS 1 0.01046217 0.01460685 0.01216858 0.03455868 0.60974688 1.64002478 YRSFULL 1 0.11156065 0.15806514 0.06057322 0.15123718 0.35573013 2.81111979 SEXYRSD 1 0.00244646 0.00411704 0.00047485 0.00139489 0.03597621 27.79614349 C2 1 0.00252080 0.00425968 0.00137214 0.00402014 0.58655466 1.70487095 C3 1 0.00222578 0.00377723 0.00128250 0.00375849 0.45187818 2.21298582 C4 1 0.00135613 0.00231014 0.00066814 0.00196159 0.38727167 2.58216667 C5 1 0.00228384 0.00389947 0.00152602 0.00446897 0.70445877 1.41952950 C6 1 0.00130868 0.00224321 0.00119223 0.00349487 0.62076891 1.61090541 C7 1 0.00821629 0.01411524 0.00340223 0.00990901 0.38965994 2.56634027 C8 1 0.02615805 0.04558180 0.02041421 0.05664963 0.66977952 1.49302863 C9 1 0.00335618 0.00612764 0.00172758 0.00505626 0.47268854 2.11555794 C10 1 0.02155125 0.03959034 0.01281947 0.03634005 0.57782109 1.73063949 C11 1 0.00460519 0.00880862 0.00231499 0.00676383 0.51306739 1.94906168 C12 1 0.00008180 0.00015785 0.00006204 0.00018246 0.82933898 1.20577957 C13 1 0.00081893 0.00158058 0.00104885 0.00307586 0.54032038 1.85075381 C14 1 0.00114642 0.00221617 0.00153390 0.00449193 0.69947866 1.42963619 C15 1 0.00008206 0.00015899 0.00010653 0.00031329 0.76045163 1.31500803 C16 1 0.00118224 0.00229085 0.00119291 0.00349685 0.80962119 1.23514554 C17 1 0.00008495 0.00016499 0.00022492 0.00066119 0.80229379 1.24642620 C18 1 0.00078482 0.00152450 0.00029074 0.00085454 0.62210820 1.60743741 C19 1 0.00375116 0.00729770 0.00158031 0.00462722 0.49954012 2.00184123 C20 1 0.00327039 0.00640917 0.00085631 0.00251263 0.41787319 2.39307048 C21 1 0.01137031 0.02242678 0.00180397 0.00527865 0.23557619 4.24491109 C22 1 0.00546952 0.01103557 0.00306474 0.00893486 0.67077901 1.49080395 C23 1 0.01141153 0.02328137 0.00380325 0.01106405 0.49876752 2.00494209 C24 1 0.01754504 0.03664794 0.00571047 0.01652069 0.48121200 2.07808618 C25 1 0.00148473 0.00321927 0.00034578 0.00101614 0.72789536 1.37382383 C26 1 0.00714198 0.01553565 0.00051018 0.00149852 0.29495785 3.39031491 C27 1 0.00333582 0.00737078 0.00088650 0.00260099 0.65255162 1.53244581 Number of faculty by percent difference from predicted salary Model: Full profs: With terms interacting with sex Squared Squared Squared Squared Semi-partial Partial Semi-partial Partial Variance Variable DF Corr Type I Corr Type I Corr Type II Corr Type II Tolerance Inflation C28 1 0.00045866 0.00102097 0.00316887 0.00923563 0.54417880 1.83763129 C29 1 0.00018339 0.00040865 0.00406518 0.01181705 0.32792911 3.04943953 C30 1 0.00003753 0.00008366 0.00110936 0.00325274 0.76971455 1.29918292 C31 1 0.00066713 0.00148727 0.00001626 0.00004784 0.82743252 1.20855777 C32 1 0.00420255 0.00938297 0.00714453 0.02058412 0.37458952 2.66958885 C33 1 0.00016548 0.00037296 0.00144104 0.00422115 0.69839459 1.43185531 C34 1 0.00074345 0.00167623 0.00156415 0.00458012 0.73495917 1.36061980 C35 1 0.00096146 0.00217141 0.00028729 0.00084441 0.86432022 1.15697860 C36 1 0.00033995 0.00076943 0.00136632 0.00400316 0.71724865 1.39421663 C37 1 0.00313481 0.00710072 0.00364011 0.01059451 0.68613250 1.45744444 C38 1 0.04862217 0.11092248 0.01542146 0.04339595 0.44610707 2.24161433 C39 1 0.00066951 0.00171791 0.00152927 0.00447843 0.84880499 1.17812691 C40 0 . . . . . . C41 1 0.00049122 0.00126262 0.00193382 0.00565644 0.62632269 1.59662107 C42 1 0.00070050 0.00180280 0.00162138 0.00474689 0.83785796 1.19351972 C43 1 0.00011966 0.00030853 0.00102603 0.00300913 0.67940910 1.47186725 C44 1 0.00011893 0.00030673 0.00083589 0.00245286 0.73556516 1.35949886 C45 1 0.00047284 0.00121986 0.00160098 0.00468746 0.67888031 1.47301371 C46 1 0.00038315 0.00098966 0.00121068 0.00354876 0.80065382 1.24897924 C47 1 0.00006793 0.00017563 0.00078490 0.00230359 0.84384045 1.18505815 C48 1 0.00003254 0.00008414 0.00173361 0.00507379 0.34782847 2.87498033 C49 1 0.00001520 0.00003932 0.00017087 0.00050239 0.93399973 1.07066413 C50 1 0.00308071 0.00796769 0.00432016 0.01254893 0.77054655 1.29778013 C51 1 0.00006128 0.00015976 0.00005944 0.00017481 0.78968378 1.26632968 C52 1 0.00155115 0.00404465 0.00277622 0.00810053 0.64696107 1.54568805 C53 1 0.00008698 0.00022773 0.00057697 0.00169436 0.75108365 1.33140963 C54 1 0.00033114 0.00086716 0.00113675 0.00333278 0.69937528 1.42984751 C55 1 0.00000380 0.00000996 0.00015465 0.00045472 0.82475403 1.21248270 C56 1 0.00007976 0.00020905 0.00085969 0.00252254 0.48326134 2.06927372 C57 1 0.00113205 0.00296772 0.00206291 0.00603176 0.72431809 1.38060891 C58 1 0.00790182 0.02077661 0.00453506 0.01316494 0.27991126 3.57256084 C59 1 0.00224026 0.00601540 0.00098915 0.00290128 0.75849959 1.31839227 C60 1 0.00242832 0.00655981 0.00272171 0.00794274 0.70483157 1.41877868 C61 1 0.00208880 0.00567989 0.00260272 0.00759814 0.74089132 1.34972563 C62 1 0.00004427 0.00012107 0.00003085 0.00009074 0.61843337 1.61698908 C63 1 0.00227293 0.00621665 0.00007867 0.00023137 0.32279885 3.09790448 C64 1 0.00011369 0.00031290 0.00052551 0.00154348 0.75265510 1.32862980 C65 1 0.00007103 0.00019555 0.00028130 0.00082680 0.84963947 1.17696980 C66 1 0.00056748 0.00156261 0.00098738 0.00289613 0.79708361 1.25457353 C67 1 0.00114318 0.00315277 0.00166126 0.00486310 0.74089484 1.34971921 C68 1 0.00009007 0.00024918 0.00043303 0.00127220 0.70152041 1.42547528 C69 0 . . . . . . C70 1 0.00043502 0.00120383 0.00009201 0.00027058 0.76867665 1.30093714 C71 1 0.00053895 0.00149325 0.00085853 0.00251913 0.60571569 1.65093956 C72 1 0.00228776 0.00634807 0.00015191 0.00044666 0.39112432 2.55673186 C73 1 0.00157740 0.00440493 0.00043722 0.00128451 0.76820068 1.30174318 C74 1 0.00007855 0.00022031 0.00050064 0.00147053 0.84403203 1.18478916 C75 1 0.00003021 0.00008476 0.00046879 0.00137713 0.83010515 1.20466667 C76 1 0.00060105 0.00168638 0.00096796 0.00283933 0.92989614 1.07538891 C77 1 0.00018782 0.00052785 0.00062446 0.00183357 0.83629458 1.19575090 C78 1 0.00013729 0.00038606 0.00032558 0.00095683 0.91507794 1.09280309 C79 1 0.00013387 0.00037658 0.00002532 0.00007447 0.93580258 1.06860146 C80 1 0.00001462 0.00004113 0.00037996 0.00111645 0.65252619 1.53250555 C81 1 0.00095204 0.00267926 0.00000052 0.00000153 0.58747249 1.70220736 C82 0 . . . . . . C83 1 0.00002245 0.00006335 0.00070787 0.00207798 0.56905489 1.75729971 C84 1 0.00661875 0.01867782 0.00214588 0.00627283 0.73105050 1.36789455 C85 1 0.00000505 0.00001452 0.00042393 0.00124551 0.88846295 1.12553934 C86 1 0.00000932 0.00002679 0.00065459 0.00192187 0.84132585 1.18860011 C87 1 0.00778632 0.02239179 0.00778632 0.02239179 0.42199654 2.36968767 C88 0 . . . . . . C89 0 . . . . . . C90 0 . . . . . . Number of faculty by percent difference from predicted salary Model: Full profs: With terms interacting with sex Model: MODEL3 Dependent Variable: ACTUAL Analysis of Variance Sum of Mean Source DF Squares Square F Value Prob>F Model 94 433682691615 4613645655.5 16.636 0.0001 Error 804 222978321464 277336220.73 C Total 898 656661013079 Root MSE 16653.41469 R-square 0.6604 Dep Mean 95270.54060 Adj R-sq 0.6207 C.V. 17.48013 NOTE: Model is not full rank. Least-squares solutions for the parameters are not unique. Some statistics will be misleading. A reported DF of 0 or B means that the estimate is biased. The following parameters have been set to 0, since the variables are a linear combination of other variables as shown. R1 = 0 C40 = 0 C69 = 0 C82 = 0 C88 = 0 C89 = 0 C90 = 0 Number of faculty by percent difference from predicted salary Model: Full profs: With terms interacting with sex Parameter Estimates Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Type I SS Type II SS Estimate INTERCEP 1 80244 6097.5216713 13.160 0.0001 8.1597518E12 48031688645 0.00000000 PHD 1 8175.040332 3515.6579659 2.325 0.0203 54022266005 1499592184 0.08262109 SEX 1 1143.454181 2038.1046389 0.561 0.5749 14834334929 87295362 0.01418333 R1 0 0 . . . . . . R3 1 -3728.339646 4475.2370192 -0.833 0.4050 296372664 192488792 -0.01878987 R4 1 1444.617207 2213.4504832 0.653 0.5142 1889389859 118133355 0.01460003 R5 1 1045.585360 4741.2685032 0.221 0.8255 773874696 13487656 0.00495542 YRSDEGR 1 393.186764 79.74282491 4.931 0.0001 496892655 6742502860 0.11304519 RANK1 1 6938.440491 1915.2019354 3.623 0.0003 40274957576 3639998334 0.12115609 ADM 1 12845 4526.4973387 2.838 0.0047 73738641796 2233319760 0.17814189 DPTS 1 3996.321176 748.26987955 5.341 0.0001 6870101916 7910625669 0.14058906 YRSFULL 1 -1786.647184 149.76171829 -11.930 0.0001 73257529516 39471402937 -0.40862136 SEXADM 1 6854.471616 4815.1153599 1.424 0.1550 1557860609 562006276 0.09032472 C2 1 -11642 6589.5501414 -1.767 0.0776 1584466897 865717965 -0.04735797 C3 1 -9187.323941 5471.1290828 -1.679 0.0935 1376679466 782043174 -0.05134468 C4 1 -6197.720438 5225.3724154 -1.186 0.2359 772230654 390153998 -0.03914007 C5 1 -13303 7533.3727043 -1.766 0.0778 1230604825 864811364 -0.04326412 C6 1 -11449 6723.1621697 -1.703 0.0890 955671328 804218520 -0.04442810 C7 1 -14740 5211.8072718 -2.828 0.0048 5516798949 2218357356 -0.09308731 C8 1 50070 7228.5724961 6.927 0.0001 16951879089 13306135776 0.17398372 C9 1 11452 5613.8297971 2.040 0.0417 2186078493 1154143905 0.06094718 C10 1 35093 6364.2059649 5.514 0.0001 14111600699 8432713132 0.14901383 C11 1 13586 5866.5015726 2.316 0.0208 2869332363 1487515327 0.06646553 C12 1 -3980.495107 10573.583276 -0.376 0.7067 52427160 39303968 -0.00849379 C13 1 -8949.228675 6087.3524696 -1.470 0.1419 419701287 599405752 -0.04099877 C14 1 -14443 7548.0231762 -1.913 0.0560 891829183 1015452717 -0.04697219 C15 1 4911.772242 9567.6105392 0.513 0.6078 56060344 73093045 0.01209565 C16 1 -14631 9306.3511996 -1.572 0.1163 744781172 685445686 -0.03602913 C17 1 -7090.816436 9318.9852078 -0.761 0.4469 73859971 160569048 -0.01746173 C18 1 5744.947676 6713.9482132 0.856 0.3924 502035211 203059248 0.02229392 C19 1 11717 5939.6938002 1.973 0.0489 2524669358 1079277225 0.05732145 C20 1 7820.290117 5327.9258772 1.468 0.1426 2182810339 597497337 0.04664252 C21 1 10365 4897.5065920 2.116 0.0346 7691285829 1242125920 0.08952565 C22 1 19784 7217.9345424 2.741 0.0063 3675605569 2083514209 0.06874502 C23 1 17501 5772.0180924 3.032 0.0025 7518258645 2549728871 0.08820225 C24 1 21318 5711.6000862 3.732 0.0002 11728211030 3863636513 0.11049086 C25 1 7329.027205 7995.4321507 0.917 0.3596 963874481 233031900 0.02207991 C26 1 5682.910830 4846.8865570 1.172 0.2413 4919230587 381261161 0.04437470 C27 1 10253 6903.2496199 1.485 0.1379 2249836378 611823907 0.03776846 C28 1 -18144 6562.8380026 -2.765 0.0058 352923976 2119759573 -0.07704308 C29 1 -19432 6277.2955481 -3.096 0.0020 152791012 2657735976 -0.11109279 C30 1 -16181 13096.925598 -1.235 0.2170 21806249 423341141 -0.02820798 C31 1 -2560.236973 12960.006073 -0.198 0.8434 426642183 10823221 -0.00446314 C32 1 -23599 5745.7563167 -4.107 0.0001 2824565138 4678465646 -0.13786726 C33 1 -18704 9987.4026679 -1.873 0.0615 134262182 972678590 -0.04606011 C34 1 -15143 7955.5258813 -1.903 0.0573 480226581 1004765467 -0.04561932 C35 1 9370.182378 12665.722030 0.740 0.4596 517345806 151789865 0.01633461 C36 1 -15802 8817.1307892 -1.792 0.0735 231679458 890794368 -0.04348265 C37 1 -22673 7630.3122504 -2.971 0.0031 2196000648 2448624927 -0.07373626 C38 1 33441 5500.8863071 6.079 0.0001 32062292680 10249159314 0.18688736 C39 1 -20127 10454.559160 -1.925 0.0546 472107477 1027928391 -0.04294850 C40 0 0 . . . . . . C41 1 -14670 6695.5348281 -2.191 0.0287 398284385 1331321167 -0.05692772 C42 1 -20595 10520.234164 -1.958 0.0506 472552631 1062915479 -0.04394765 C43 1 -11272 7175.3118699 -1.571 0.1166 92644775 684439700 -0.03916864 C44 1 -11292 7954.4177159 -1.420 0.1561 92469511 558876410 -0.03401840 C45 1 -13892 7174.2422014 -1.936 0.0532 323481931 1039903583 -0.04827282 C46 1 -15633 9327.2817084 -1.676 0.0941 248442541 779053634 -0.03849697 C47 1 -16630 12788.292248 -1.300 0.1938 32599036 468981511 -0.02898998 C48 1 -10657 5242.2068093 -2.033 0.0424 41833373 1146197866 -0.07082078 C49 1 -10941 17241.341449 -0.635 0.5259 11431269 111671808 -0.01349358 C50 1 -27125 8507.2999675 -3.188 0.0015 2039007907 2819408688 -0.07463985 C51 1 -2283.283055 9426.0058497 -0.242 0.8087 85414824 16273115 -0.00562278 C52 1 -17108 6936.0092272 -2.466 0.0139 897309464 1687207441 -0.06301681 C53 1 -9893.080854 8618.1302454 -1.148 0.2513 56060765 365463159 -0.02722293 C54 1 -12320 7553.9441476 -1.631 0.1033 223552455 737728232 -0.04006818 C55 1 -6087.452802 10582.853846 -0.575 0.5653 2906646 91763973 -0.01298972 C56 1 -7862.538114 5694.1858594 -1.381 0.1677 44093989 528772479 -0.04075083 C57 1 -19448 8775.2972076 -2.216 0.0270 772706761 1362222026 -0.05351626 C58 1 -15568 4811.9379680 -3.235 0.0013 5084626147 2902752096 -0.12560486 C59 1 13078 8575.4742218 1.525 0.1276 1433590787 645049127 0.03598774 C60 1 -19199 7526.7204586 -2.551 0.0109 1653463453 1804410490 -0.06243831 Number of faculty by percent difference from predicted salary Model: Full profs: With terms interacting with sex Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Type I SS Type II SS Estimate C61 1 -21527 8676.6311779 -2.481 0.0133 1396976008 1707167214 -0.05923647 C62 1 -1431.959192 6719.7562634 -0.213 0.8313 38469987 12593917 -0.00555688 C63 1 2352.915792 4983.8383620 0.472 0.6370 1534049685 61814657 0.01706918 C64 1 -10852 9619.4185565 -1.128 0.2596 86271457 352945888 -0.02672333 C65 1 -11065 17605.768253 -0.628 0.5299 9397020 109546664 -0.01364706 C66 1 -14273 9345.4756397 -1.527 0.1271 383030927 646883309 -0.03514812 C67 1 -17066 8676.0035008 -1.967 0.0495 747316595 1073017623 -0.04695947 C68 1 -7778.121596 7545.7193078 -1.031 0.3029 74402027 294682780 -0.02529622 C69 0 0 . . . . . . C70 1 4271.416554 8516.9361015 0.502 0.6161 304106834 69756337 0.01175372 C71 1 -9610.086840 6803.1780442 -1.413 0.1582 358447737 553397947 -0.03729304 C72 1 3121.122915 5203.2511901 0.600 0.5488 1441350665 99788100 0.01971063 C73 1 8748.450273 8517.4891610 1.027 0.3047 1021272511 292580696 0.02407323 C74 1 -11656 10486.155524 -1.112 0.2667 65534654 342638646 -0.02487112 C75 1 -11033 10568.321370 -1.044 0.2968 21979217 302260154 -0.02354276 C76 1 -25677 17278.360686 -1.486 0.1376 380019837 612485380 -0.03166903 C77 1 -13443 10519.979546 -1.278 0.2017 163953407 452856547 -0.02868508 C78 1 -14979 17418.433669 -0.860 0.3901 88380349 205083966 -0.01847393 C79 1 4935.756367 17217.502212 0.287 0.7744 100121152 22791543 0.00608753 C80 1 -6425.614102 6904.4580265 -0.931 0.3523 11233841 240202037 -0.02366903 C81 1 165.252007 6314.2331899 0.026 0.9791 562452497 189959 0.00070170 C82 0 0 . . . . . . C83 1 -7946.520615 6422.7837099 -1.237 0.2164 10886577 424535515 -0.03374263 C84 1 18153 7972.9111288 2.277 0.0231 4312882034 1437666199 0.05468819 C85 1 -13473 12515.747303 -1.076 0.2820 13423973 321380307 -0.02348680 C86 1 -11984 10546.550617 -1.136 0.2562 487030 358075854 -0.02557165 C87 1 -26447 6282.2572200 -4.210 0.0001 4915088029 4915088029 -0.13328656 C88 0 0 . . . . . . C89 0 0 . . . . . . C90 0 0 . . . . . . Squared Squared Squared Squared Semi-partial Partial Semi-partial Partial Variance Variable DF Corr Type I Corr Type I Corr Type II Corr Type II Tolerance Inflation INTERCEP 1 . . . . . 0.00000000 PHD 1 0.08226812 0.08226812 0.00228366 0.00668036 0.33454161 2.98916477 SEX 1 0.02259055 0.02461563 0.00013294 0.00039134 0.66083582 1.51323515 R1 0 . . . . . . R3 1 0.00045133 0.00050420 0.00029313 0.00086252 0.83026493 1.20443483 R4 1 0.00287727 0.00321594 0.00017990 0.00052952 0.84396368 1.18488512 R5 1 0.00117850 0.00132147 0.00002054 0.00006048 0.83643782 1.19554614 YRSDEGR 1 0.00075670 0.00084961 0.01026786 0.02935086 0.80348124 1.24458413 RANK1 1 0.06133295 0.06892291 0.00554319 0.01606224 0.37763258 2.64807657 ADM 1 0.11229331 0.13553081 0.00340102 0.00991654 0.10717107 9.33087655 DPTS 1 0.01046217 0.01460685 0.01204674 0.03426160 0.60948991 1.64071624 YRSFULL 1 0.11156065 0.15806514 0.06010925 0.15039605 0.35999726 2.77779890 SEXADM 1 0.00237240 0.00399240 0.00085585 0.00251412 0.10490270 9.53264327 C2 1 0.00241291 0.00407686 0.00131836 0.00386751 0.58782642 1.70118247 C3 1 0.00209648 0.00355672 0.00119094 0.00349500 0.45175041 2.21361174 C4 1 0.00117600 0.00200222 0.00059415 0.00174668 0.38783905 2.57838913 C5 1 0.00187403 0.00319708 0.00131698 0.00386347 0.70359782 1.42126649 C6 1 0.00145535 0.00249077 0.00122471 0.00359375 0.62046509 1.61169423 C7 1 0.00840129 0.01441437 0.00337824 0.00985076 0.38986059 2.56501943 C8 1 0.02581527 0.04493988 0.02026333 0.05631405 0.66941203 1.49384827 C9 1 0.00332908 0.00606805 0.00175759 0.00514938 0.47316382 2.11343293 C10 1 0.02148993 0.03940969 0.01284181 0.03644041 0.57832633 1.72912756 C11 1 0.00436958 0.00834199 0.00226527 0.00662691 0.51277544 1.95017141 C12 1 0.00007984 0.00015370 0.00005985 0.00017624 0.82964565 1.20533387 C13 1 0.00063914 0.00123065 0.00091281 0.00268097 0.54304783 1.84145843 C14 1 0.00135813 0.00261824 0.00154639 0.00453340 0.70086914 1.42679986 C15 1 0.00008537 0.00016501 0.00011131 0.00032770 0.76081012 1.31438840 C16 1 0.00113419 0.00219264 0.00104383 0.00306463 0.80412652 1.24358541 C17 1 0.00011248 0.00021792 0.00024452 0.00071959 0.80194764 1.24696420 C18 1 0.00076453 0.00148156 0.00030923 0.00090984 0.62216926 1.60727967 C19 1 0.00384471 0.00746165 0.00164358 0.00481696 0.50021589 1.99913681 C20 1 0.00332411 0.00649978 0.00090990 0.00267246 0.41824489 2.39094375 C21 1 0.01171272 0.02305228 0.00189158 0.00553975 0.23600949 4.23711769 C22 1 0.00559742 0.01127646 0.00317289 0.00925752 0.67138667 1.48945465 C23 1 0.01144922 0.02332846 0.00388287 0.01130560 0.49910671 2.00357954 C24 1 0.01786037 0.03726079 0.00588376 0.01703228 0.48195034 2.07490258 C25 1 0.00146784 0.00318077 0.00035487 0.00104400 0.72791336 1.37378987 C26 1 0.00749128 0.01628517 0.00058061 0.00170694 0.29485633 3.39148217 C27 1 0.00342618 0.00757141 0.00093172 0.00273636 0.65317058 1.53099364 Number of faculty by percent difference from predicted salary Model: Full profs: With terms interacting with sex Squared Squared Squared Squared Semi-partial Partial Semi-partial Partial Variance Variable DF Corr Type I Corr Type I Corr Type II Corr Type II Tolerance Inflation C28 1 0.00053745 0.00119676 0.00322809 0.00941705 0.54384864 1.83874688 C29 1 0.00023268 0.00051873 0.00404735 0.01177886 0.32794337 3.04930694 C30 1 0.00003321 0.00007407 0.00064469 0.00189498 0.81022404 1.23422652 C31 1 0.00064971 0.00144933 0.00001648 0.00004854 0.82743414 1.20855540 C32 1 0.00430141 0.00960917 0.00712463 0.02055052 0.37483483 2.66784174 C33 1 0.00020446 0.00046119 0.00148125 0.00434327 0.69819726 1.43226000 C34 1 0.00073132 0.00165034 0.00153011 0.00448590 0.73523435 1.36011055 C35 1 0.00078784 0.00178085 0.00023115 0.00068028 0.86633117 1.15429299 C36 1 0.00035281 0.00079893 0.00135655 0.00397909 0.71747074 1.39378506 C37 1 0.00334419 0.00757877 0.00372890 0.01086217 0.68583362 1.45807959 C38 1 0.04882625 0.11149747 0.01560799 0.04394490 0.44687611 2.23775669 C39 1 0.00071895 0.00184779 0.00156539 0.00458884 0.84864405 1.17835033 C40 0 . . . . . . C41 1 0.00060653 0.00156174 0.00202741 0.00593519 0.62559602 1.59847564 C42 1 0.00071963 0.00185585 0.00161867 0.00474428 0.83808141 1.19320151 C43 1 0.00014108 0.00036452 0.00104230 0.00306014 0.67938668 1.47191581 C44 1 0.00014082 0.00036396 0.00085109 0.00250015 0.73543922 1.35973167 C45 1 0.00049262 0.00127370 0.00158362 0.00464205 0.67958929 1.47147699 C46 1 0.00037834 0.00097948 0.00118639 0.00348169 0.80052163 1.24918549 C47 1 0.00004964 0.00012865 0.00071419 0.00209885 0.84980394 1.17674201 C48 1 0.00006371 0.00016511 0.00174549 0.00511411 0.34801419 2.87344605 C49 1 0.00001741 0.00004513 0.00017006 0.00050057 0.93400208 1.07066143 C50 1 0.00310511 0.00804937 0.00429355 0.01248644 0.77068209 1.29755188 C51 1 0.00013007 0.00033993 0.00002478 0.00007298 0.78384077 1.27576931 C52 1 0.00136647 0.00357226 0.00256937 0.00750986 0.64701514 1.54555888 C53 1 0.00008537 0.00022398 0.00055655 0.00163633 0.75098741 1.33158025 C54 1 0.00034044 0.00089337 0.00112345 0.00329761 0.69977086 1.42903922 C55 1 0.00000443 0.00001163 0.00013974 0.00041137 0.82819275 1.20744839 C56 1 0.00006715 0.00017637 0.00080524 0.00236580 0.48490269 2.06226944 C57 1 0.00117672 0.00309127 0.00207447 0.00607212 0.72432770 1.38059058 C58 1 0.00774315 0.02040449 0.00442047 0.01285080 0.28019208 3.56898021 C59 1 0.00218315 0.00587280 0.00098232 0.00288453 0.75847709 1.31843138 C60 1 0.00251799 0.00681354 0.00274786 0.00802735 0.70484207 1.41875754 C61 1 0.00212739 0.00579610 0.00259977 0.00759803 0.74089470 1.34971947 C62 1 0.00005858 0.00016054 0.00001918 0.00005648 0.62109421 1.61006169 C63 1 0.00233614 0.00640296 0.00009413 0.00027715 0.32309117 3.09510159 C64 1 0.00013138 0.00036241 0.00053749 0.00158037 0.75263709 1.32866161 C65 1 0.00001431 0.00003949 0.00016682 0.00049105 0.89573591 1.11640048 C66 1 0.00058330 0.00160968 0.00098511 0.00289271 0.79740773 1.25406360 C67 1 0.00113806 0.00314565 0.00163405 0.00478916 0.74100191 1.34952420 C68 1 0.00011330 0.00031417 0.00044876 0.00131983 0.70129719 1.42592900 C69 0 . . . . . . C70 1 0.00046311 0.00128451 0.00010623 0.00031274 0.76893917 1.30049299 C71 1 0.00054586 0.00151598 0.00084275 0.00247570 0.60595567 1.65028575 C72 1 0.00219497 0.00610516 0.00015196 0.00044732 0.39114380 2.55660450 C73 1 0.00155525 0.00435240 0.00044556 0.00131043 0.76883931 1.30066190 C74 1 0.00009980 0.00028051 0.00052179 0.00153429 0.84353757 1.18548365 C75 1 0.00003347 0.00009411 0.00046030 0.00135372 0.83047201 1.20413451 C76 1 0.00057872 0.00162723 0.00093273 0.00273931 0.93000413 1.07526404 C77 1 0.00024968 0.00070319 0.00068964 0.00202683 0.83812198 1.19314375 C78 1 0.00013459 0.00037933 0.00031231 0.00091890 0.91510673 1.09276871 C79 1 0.00015247 0.00042988 0.00003471 0.00010220 0.93659029 1.06770271 C80 1 0.00001711 0.00004825 0.00036579 0.00107608 0.65294196 1.53152968 C81 1 0.00085653 0.00241610 0.00000029 0.00000085 0.58751666 1.70207940 C82 0 . . . . . . C83 1 0.00001658 0.00004688 0.00064651 0.00190031 0.56782541 1.76110470 C84 1 0.00656790 0.01857238 0.00218936 0.00640626 0.73203143 1.36606156 C85 1 0.00002044 0.00005890 0.00048942 0.00143923 0.88721786 1.12711888 C86 1 0.00000074 0.00000214 0.00054530 0.00160330 0.83390416 1.19917858 C87 1 0.00748497 0.02156749 0.00748497 0.02156749 0.42132512 2.37346401 C88 0 . . . . . . C89 0 . . . . . . C90 0 . . . . . . Number of faculty by percent difference from predicted salary Model: Full profs: With terms interacting with sex Model: MODEL4 Dependent Variable: ACTUAL Analysis of Variance Sum of Mean Source DF Squares Square F Value Prob>F Model 94 434458860154 4621902767.6 16.724 0.0001 Error 804 222202152925 276370836.97 C Total 898 656661013079 Root MSE 16624.40486 R-square 0.6616 Dep Mean 95270.54060 Adj R-sq 0.6221 C.V. 17.44968 NOTE: Model is not full rank. Least-squares solutions for the parameters are not unique. Some statistics will be misleading. A reported DF of 0 or B means that the estimate is biased. The following parameters have been set to 0, since the variables are a linear combination of other variables as shown. R1 = 0 C40 = 0 C69 = 0 C82 = 0 C88 = 0 C89 = 0 C90 = 0 Number of faculty by percent difference from predicted salary Model: Full profs: With terms interacting with sex Parameter Estimates Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Type I SS Type II SS Estimate INTERCEP 1 84868 6573.3355808 12.911 0.0001 8.1597518E12 46069287577 0.00000000 PHD 1 8898.694849 3516.2197257 2.531 0.0116 54022266005 1770079737 0.08993470 SEX 1 -5418.263060 3923.4007301 -1.381 0.1677 14834334929 527092758 -0.06720777 R1 0 0 . . . . . . R3 1 -3918.521762 4466.8919862 -0.877 0.3806 296372664 212679602 -0.01974834 R4 1 1639.444931 2210.4438371 0.742 0.4585 1889389859 152029165 0.01656906 R5 1 758.250570 4736.1115845 0.160 0.8728 773874696 7083923 0.00359364 YRSDEGR 1 400.787749 79.53702679 5.039 0.0001 496892655 7017499408 0.11523055 RANK1 1 6956.109952 1910.9844700 3.640 0.0003 40274957576 3661936209 0.12146463 ADM 1 18847 1622.3827977 11.617 0.0001 73738641796 37294710413 0.26137406 DPTS 1 426.649045 1795.0670386 0.238 0.8122 6870101916 15612499 0.01500935 YRSFULL 1 -1797.149101 149.57384882 -12.015 0.0001 73257529516 39897813485 -0.41102324 SEXDPTS 1 4140.737718 1881.7737379 2.200 0.0281 1589061521 1338174815 0.16211018 C2 1 -11777 6578.5589494 -1.790 0.0738 1692939841 885757085 -0.04790649 C3 1 -9194.038956 5460.3181275 -1.684 0.0926 1519059507 783554124 -0.05138221 C4 1 -5877.394000 5219.5514840 -1.126 0.2605 794364948 350425299 -0.03711714 C5 1 -13103 7516.7194659 -1.743 0.0817 1292500166 839806129 -0.04261404 C6 1 -10360 6720.4102119 -1.542 0.1236 788572003 656731543 -0.04020166 C7 1 -14135 5207.7814632 -2.714 0.0068 5255740556 2035960088 -0.08926494 C8 1 51124 7212.3466201 7.088 0.0001 17698184186 13886632274 0.17764882 C9 1 11687 5603.7382038 2.086 0.0373 2199565091 1202042066 0.06219554 C10 1 35745 6352.7985316 5.627 0.0001 14494852798 8749676551 0.15178084 C11 1 14040 5854.9382033 2.398 0.0167 2986996116 1589108828 0.06868200 C12 1 -3665.012116 10554.568390 -0.347 0.7285 49271695 33324381 -0.00782059 C13 1 -8781.744792 6077.4646854 -1.445 0.1489 426024722 577044026 -0.04023148 C14 1 -16076 7548.0063481 -2.130 0.0335 1210347775 1253677618 -0.05228295 C15 1 5182.118859 9550.6482237 0.543 0.5876 57563246 81365679 0.01276140 C16 1 -16937 9273.3561034 -1.826 0.0682 1046621290 921920789 -0.04170890 C17 1 -6985.776249 9301.0591754 -0.751 0.4528 86452906 155903815 -0.01720306 C18 1 6197.271812 6706.3950496 0.924 0.3557 542551140 236001649 0.02404922 C19 1 11720 5929.3426825 1.977 0.0484 2409012251 1079757084 0.05733415 C20 1 8368.435827 5325.5950588 1.571 0.1165 2339556305 682408632 0.04991183 C21 1 10046 4890.9705628 2.054 0.0403 6899971996 1166001496 0.08677436 C22 1 19859 7205.4749290 2.756 0.0060 3599686144 2099350597 0.06900688 C23 1 17504 5761.9596510 3.038 0.0025 7312459405 2550494349 0.08821543 C24 1 21683 5704.7507512 3.801 0.0002 11743488278 3992627327 0.11238121 C25 1 7181.355990 7981.5947618 0.900 0.3685 897921534 223730801 0.02163502 C26 1 5876.610212 4839.6278092 1.214 0.2250 4778491285 407494787 0.04588719 C27 1 10622 6893.4847256 1.541 0.1237 2251016072 656173457 0.03912621 C28 1 -17038 6560.3496648 -2.597 0.0096 263462635 1864042802 -0.07234538 C29 1 -18394 6284.0776077 -2.927 0.0035 83349415 2367897525 -0.10515685 C30 1 -20420 13031.715084 -1.567 0.1175 3319172 678597252 -0.03559773 C31 1 -1393.764281 12948.328027 -0.108 0.9143 475192142 3202163 -0.00242969 C32 1 -22837 5741.4617439 -3.978 0.0001 2564222673 4372338744 -0.13341319 C33 1 -18241 9969.0947396 -1.830 0.0677 115715233 925316166 -0.04492062 C34 1 -14894 7942.5163396 -1.875 0.0611 485950175 971827637 -0.04487015 C35 1 15358 12895.086984 1.191 0.2340 923696094 392024774 0.02677292 C36 1 -14887 8808.4642671 -1.690 0.0914 177966619 789388773 -0.04096405 C37 1 -21978 7618.1275405 -2.885 0.0040 2075977499 2300332149 -0.07147899 C38 1 33537 5491.0446826 6.108 0.0001 31812048469 10309290629 0.18742594 C39 1 -18008 10471.393296 -1.720 0.0859 357216493 817387782 -0.03842701 C40 0 0 . . . . . . C41 1 -13821 6684.1709366 -2.068 0.0390 325462571 1181614415 -0.05363395 C42 1 -18890 10522.055685 -1.795 0.0730 380089783 890725624 -0.04030794 C43 1 -11286 7162.7561981 -1.576 0.1155 103131649 686195134 -0.03921853 C44 1 -10671 7939.8134272 -1.344 0.1793 72676865 499221069 -0.03214856 C45 1 -14296 7165.6611503 -1.995 0.0464 369920377 1100114077 -0.04967781 C46 1 -15610 9310.6753406 -1.677 0.0940 268001372 776843428 -0.03844084 C47 1 -13288 12839.172306 -1.035 0.3010 2717765 296035767 -0.02316454 C48 1 -10068 5231.4336722 -1.925 0.0546 12775938 1023685777 -0.06690799 C49 1 -10893 17211.271036 -0.633 0.5270 12774795 110695040 -0.01343441 C50 1 -26590 8495.4672741 -3.130 0.0018 1983889419 2707344135 -0.07316716 C51 1 -716.833378 9455.8893484 -0.076 0.9396 107275451 1588268 -0.00176526 C52 1 -16336 6938.5905378 -2.354 0.0188 846180683 1531913223 -0.06017388 C53 1 -10119 8602.5860612 -1.176 0.2398 70165437 382385492 -0.02784434 C54 1 -11982 7540.6648483 -1.589 0.1125 207479686 697743933 -0.03896660 C55 1 -2369.455057 10661.325948 -0.222 0.8242 50934771 13651071 -0.00505606 C56 1 -7961.348856 5684.5698637 -1.401 0.1617 54172710 542088640 -0.04126296 C57 1 -20043 8764.4232933 -2.287 0.0225 848718603 1445355606 -0.05515284 C58 1 -15249 4806.2765454 -3.173 0.0016 5007102710 2782019318 -0.12303465 C59 1 12966 8560.7768758 1.515 0.1303 1408854106 634009442 0.03567946 C60 1 -18713 7516.1987272 -2.490 0.0130 1594068922 1713149840 -0.06085984 Number of faculty by percent difference from predicted salary Model: Full profs: With terms interacting with sex Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Type I SS Type II SS Estimate C61 1 -21988 8663.2814765 -2.538 0.0113 1477146519 1780267926 -0.06050375 C62 1 -869.987636 6711.3207176 -0.130 0.8969 54143053 4644109 -0.00337609 C63 1 2464.564793 4975.5531405 0.495 0.6205 1521045377 67809408 0.01787913 C64 1 -9658.721756 9615.6989005 -1.004 0.3155 54829145 278849463 -0.02378541 C65 1 -12898 17605.833697 -0.733 0.4640 17089112 148339007 -0.01590838 C66 1 -14059 9327.4668499 -1.507 0.1321 366081900 627891794 -0.03462191 C67 1 -16672 8663.0015027 -1.925 0.0546 717756342 1023614068 -0.04587686 C68 1 -7429.319413 7527.3366345 -0.987 0.3240 55091900 269220172 -0.02416184 C69 0 0 . . . . . . C70 1 4594.930402 8504.0310682 0.540 0.5891 313872680 80686414 0.01264393 C71 1 -10035 6794.7544946 -1.477 0.1401 403688692 602793735 -0.03894148 C72 1 3526.801477 5196.4445204 0.679 0.4975 1566892551 127303883 0.02227259 C73 1 9203.689939 8501.6386091 1.083 0.2793 1093069125 323899959 0.02532592 C74 1 -11731 10465.192475 -1.121 0.2626 59738972 347271096 -0.02503223 C75 1 -10445 10551.101524 -0.990 0.3225 11918685 270848357 -0.02228840 C76 1 -26254 17248.294906 -1.522 0.1284 401173166 640303700 -0.03238029 C77 1 -11347 10540.112731 -1.077 0.2820 89057742 320301779 -0.02421269 C78 1 -16663 17401.570736 -0.958 0.3386 115594483 253419214 -0.02055180 C79 1 4895.925964 17187.186935 0.285 0.7758 99813498 22426025 0.00603841 C80 1 -5974.401717 6894.4996415 -0.867 0.3864 2914874 207527450 -0.02200697 C81 1 587.511393 6301.1779430 0.093 0.9257 691198144 2402599 0.00249470 C82 0 0 . . . . . . C83 1 -8048.915210 6406.0557637 -1.256 0.2093 8607387 436300277 -0.03417742 C84 1 18442 7958.3985524 2.317 0.0207 4543602968 1484056338 0.05555916 C85 1 -13768 12492.169363 -1.102 0.2708 9956054 335682653 -0.02400032 C86 1 -12863 10477.563251 -1.228 0.2199 3417742 416529302 -0.02744740 C87 1 -27466 6271.8882660 -4.379 0.0001 5300015421 5300015421 -0.13842007 C88 0 0 . . . . . . C89 0 0 . . . . . . C90 0 0 . . . . . . Squared Squared Squared Squared Semi-partial Partial Semi-partial Partial Variance Variable DF Corr Type I Corr Type I Corr Type II Corr Type II Tolerance Inflation INTERCEP 1 . . . . . 0.00000000 PHD 1 0.08226812 0.08226812 0.00269558 0.00790312 0.33327059 3.00056483 SEX 1 0.02259055 0.02461563 0.00080269 0.00236652 0.17770793 5.62721078 R1 0 . . . . . . R3 1 0.00045133 0.00050420 0.00032388 0.00095623 0.83046914 1.20413867 R4 1 0.00287727 0.00321594 0.00023152 0.00068373 0.84331539 1.18579597 R5 1 0.00117850 0.00132147 0.00001079 0.00003188 0.83534241 1.19711389 YRSDEGR 1 0.00075670 0.00084961 0.01068664 0.03061474 0.80483322 1.24249345 RANK1 1 0.06133295 0.06892291 0.00557660 0.01621301 0.37798095 2.64563599 ADM 1 0.11229331 0.13553081 0.05679446 0.14371931 0.83134454 1.20287071 DPTS 1 0.01046217 0.01460685 0.00002378 0.00007026 0.10553763 9.47529355 YRSFULL 1 0.11156065 0.15806514 0.06075861 0.15222365 0.35964590 2.78051275 SEXDPTS 1 0.00241991 0.00407236 0.00203785 0.00598628 0.07754451 12.89581910 C2 1 0.00257810 0.00435631 0.00134888 0.00397044 0.58773928 1.70143470 C3 1 0.00231331 0.00392598 0.00119324 0.00351392 0.45196229 2.21257396 C4 1 0.00120970 0.00206111 0.00053365 0.00157457 0.38735154 2.58163425 C5 1 0.00196829 0.00336054 0.00127890 0.00376524 0.70425887 1.41993241 C6 1 0.00120088 0.00205722 0.00100011 0.00294685 0.61881179 1.61600024 C7 1 0.00800373 0.01373942 0.00310047 0.00907946 0.38910441 2.57000428 C8 1 0.02695178 0.04691064 0.02114734 0.05881953 0.67008675 1.49234408 C9 1 0.00334962 0.00611710 0.00183054 0.00538057 0.47321658 2.11319728 C10 1 0.02207357 0.04055904 0.01332450 0.03788529 0.57838480 1.72895275 C11 1 0.00454876 0.00871145 0.00241998 0.00710085 0.51301089 1.94927634 C12 1 0.00007503 0.00014496 0.00005075 0.00014995 0.82973935 1.20519776 C13 1 0.00064877 0.00125358 0.00087875 0.00259021 0.54291984 1.84189254 C14 1 0.00184319 0.00356593 0.00190917 0.00561040 0.69843259 1.43177740 C15 1 0.00008766 0.00017020 0.00012391 0.00036604 0.76085725 1.31430700 C16 1 0.00159385 0.00309512 0.00140395 0.00413188 0.80703990 1.23909612 C17 1 0.00013166 0.00025646 0.00023742 0.00070114 0.80223954 1.24651049 C18 1 0.00082623 0.00160986 0.00035940 0.00106098 0.62140090 1.60926706 C19 1 0.00366858 0.00715954 0.00164431 0.00483585 0.50021662 1.99913389 C20 1 0.00356281 0.00700326 0.00103921 0.00306171 0.41715392 2.39719670 C21 1 0.01050766 0.02080013 0.00177565 0.00522009 0.23581697 4.24057693 C22 1 0.00548180 0.01108184 0.00319701 0.00935950 0.67136546 1.48950172 C23 1 0.01113582 0.02276410 0.00388403 0.01134801 0.49910736 2.00357695 C24 1 0.01788364 0.03740974 0.00608020 0.01765128 0.48142667 2.07715955 C25 1 0.00136740 0.00297156 0.00034071 0.00100587 0.72789686 1.37382100 C26 1 0.00727695 0.01586095 0.00062056 0.00183054 0.29471203 3.39314277 C27 1 0.00342797 0.00759208 0.00099926 0.00294435 0.65274230 1.53199817 Number of faculty by percent difference from predicted salary Model: Full profs: With terms interacting with sex Squared Squared Squared Squared Semi-partial Partial Semi-partial Partial Variance Variable DF Corr Type I Corr Type I Corr Type II Corr Type II Tolerance Inflation C28 1 0.00040122 0.00089539 0.00283867 0.00831916 0.54236676 1.84377081 C29 1 0.00012693 0.00028352 0.00360597 0.01054414 0.32609681 3.06657399 C30 1 0.00000505 0.00001129 0.00103341 0.00304467 0.81550441 1.22623494 C31 1 0.00072365 0.00161688 0.00000488 0.00001441 0.82604191 1.21059233 C32 1 0.00390494 0.00873911 0.00665844 0.01929758 0.37408906 2.67316021 C33 1 0.00017622 0.00039785 0.00140912 0.00414703 0.69832475 1.43199852 C34 1 0.00074003 0.00167143 0.00147995 0.00435457 0.73507722 1.36040130 C35 1 0.00140666 0.00318238 0.00059700 0.00176116 0.83287709 1.20065735 C36 1 0.00027102 0.00061510 0.00120213 0.00353999 0.71638088 1.39590548 C37 1 0.00316141 0.00717955 0.00350307 0.01024635 0.68563430 1.45850347 C38 1 0.04844516 0.11081421 0.01569956 0.04433885 0.44691830 2.23754542 C39 1 0.00054399 0.00139940 0.00124476 0.00366509 0.84297306 1.18627752 C40 0 . . . . . . C41 1 0.00049563 0.00127679 0.00179943 0.00528962 0.62553995 1.59861893 C42 1 0.00057882 0.00149300 0.00135645 0.00399262 0.83487499 1.19778412 C43 1 0.00015705 0.00040571 0.00104498 0.00307865 0.67939739 1.47189261 C44 1 0.00011068 0.00028602 0.00076024 0.00224166 0.73557778 1.35947554 C45 1 0.00056334 0.00145624 0.00167532 0.00492657 0.67884665 1.47308674 C46 1 0.00040813 0.00105656 0.00118302 0.00348393 0.80058327 1.24908930 C47 1 0.00000414 0.00001073 0.00045082 0.00133051 0.84014725 1.19026753 C48 1 0.00001946 0.00005042 0.00155893 0.00458587 0.34823260 2.87164382 C49 1 0.00001945 0.00005042 0.00016857 0.00049792 0.93400603 1.07065690 C50 1 0.00302118 0.00783036 0.00412289 0.01203748 0.77014028 1.29846474 C51 1 0.00016337 0.00042675 0.00000242 0.00000715 0.77618298 1.28835600 C52 1 0.00128861 0.00336765 0.00233288 0.00684703 0.64428329 1.55211226 C53 1 0.00010685 0.00028019 0.00058232 0.00171793 0.75108023 1.33141569 C54 1 0.00031596 0.00082875 0.00106256 0.00313030 0.69979323 1.42899354 C55 1 0.00007757 0.00020362 0.00002079 0.00006143 0.81320530 1.22970178 C56 1 0.00008250 0.00021661 0.00082552 0.00243368 0.48485098 2.06248940 C57 1 0.00129248 0.00339435 0.00220107 0.00646265 0.72359856 1.38198175 C58 1 0.00762510 0.02009352 0.00423661 0.01236540 0.27987494 3.57302447 C59 1 0.00214548 0.00576967 0.00096550 0.00284518 0.75843441 1.31850558 C60 1 0.00242754 0.00656606 0.00260888 0.00765088 0.70435646 1.41973568 C61 1 0.00224948 0.00612467 0.00271109 0.00794825 0.74059288 1.35026953 C62 1 0.00008245 0.00022588 0.00000707 0.00002090 0.62048910 1.61163185 C63 1 0.00231633 0.00634698 0.00010326 0.00030508 0.32303968 3.09559495 C64 1 0.00008350 0.00023025 0.00042465 0.00125336 0.75059759 1.33227179 C65 1 0.00002602 0.00007178 0.00022590 0.00066714 0.89261130 1.12030848 C66 1 0.00055749 0.00153780 0.00095619 0.00281781 0.79770341 1.25359875 C67 1 0.00109304 0.00301972 0.00155882 0.00458556 0.74064075 1.35018226 C68 1 0.00008390 0.00023248 0.00040998 0.00121013 0.70227359 1.42394648 C69 0 . . . . . . C70 1 0.00047798 0.00132482 0.00012287 0.00036299 0.76858996 1.30108387 C71 1 0.00061476 0.00170619 0.00091797 0.00270548 0.60534451 1.65195189 C72 1 0.00238615 0.00663378 0.00019387 0.00057259 0.39080406 2.55882705 C73 1 0.00166459 0.00465865 0.00049325 0.00145556 0.76902260 1.30035190 C74 1 0.00009097 0.00025580 0.00052884 0.00156042 0.84397232 1.18487299 C75 1 0.00001815 0.00005105 0.00041246 0.00121744 0.83028470 1.20440615 C76 1 0.00061093 0.00171833 0.00097509 0.00287335 0.93000060 1.07526812 C77 1 0.00013562 0.00038211 0.00048777 0.00143941 0.83201686 1.20189871 C78 1 0.00017603 0.00049616 0.00038592 0.00113919 0.91368957 1.09446363 C79 1 0.00015200 0.00042864 0.00003415 0.00010092 0.93662548 1.06766261 C80 1 0.00000444 0.00001252 0.00031603 0.00093309 0.65255013 1.53244931 C81 1 0.00105260 0.00296959 0.00000366 0.00001081 0.58790012 1.70096920 C82 0 . . . . . . C83 1 0.00001311 0.00003709 0.00066442 0.00195968 0.56880789 1.75806282 C84 1 0.00691925 0.01957950 0.00226000 0.00663455 0.73214622 1.36584738 C85 1 0.00001516 0.00004376 0.00051120 0.00150843 0.88747012 1.12679850 C86 1 0.00000520 0.00001502 0.00063431 0.00187104 0.84198055 1.18767589 C87 1 0.00807116 0.02329655 0.00807116 0.02329655 0.42124792 2.37389894 C88 0 . . . . . . C89 0 . . . . . . C90 0 . . . . . . Number of faculty by percent difference from predicted salary Model: Full profs: With terms interacting with sex Model: MODEL5 Dependent Variable: ACTUAL Analysis of Variance Sum of Mean Source DF Squares Square F Value Prob>F Model 94 433640952049 4613201617.5 16.631 0.0001 Error 804 223020061030 277388135.61 C Total 898 656661013079 Root MSE 16654.97330 R-square 0.6604 Dep Mean 95270.54060 Adj R-sq 0.6207 C.V. 17.48177 NOTE: Model is not full rank. Least-squares solutions for the parameters are not unique. Some statistics will be misleading. A reported DF of 0 or B means that the estimate is biased. The following parameters have been set to 0, since the variables are a linear combination of other variables as shown. R1 = 0 C40 = 0 C69 = 0 C82 = 0 C88 = 0 C89 = 0 C90 = 0 Number of faculty by percent difference from predicted salary Model: Full profs: With terms interacting with sex Parameter Estimates Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Type I SS Type II SS Estimate INTERCEP 1 75734 6545.2825067 11.571 0.0001 8.1597518E12 37137136273 0.00000000 PHD 1 8424.686692 3514.2473061 2.397 0.0167 54022266005 1594155779 0.08514414 SEX 1 5618.712329 3199.9504987 1.756 0.0795 14834334929 855214304 0.06969413 R1 0 0 . . . . . . R3 1 -4432.149334 4495.7794197 -0.986 0.3245 296372664 269591789 -0.02233689 R4 1 1405.344211 2214.2761386 0.635 0.5258 1889389859 111735130 0.01420312 R5 1 1318.405876 4739.9497579 0.278 0.7810 773874696 21460442 0.00624842 YRSDEGR 1 392.990691 79.76301679 4.927 0.0001 496892655 6733630260 0.11298882 RANK1 1 11367 3835.1525314 2.964 0.0031 40274957576 2436819053 0.19848775 ADM 1 18734 1627.9318897 11.508 0.0001 73738641796 36733142514 0.25980827 DPTS 1 3984.936900 748.57924498 5.323 0.0001 6870101916 7860591291 0.14018857 YRSFULL 1 -1787.221720 149.77589024 -11.933 0.0001 73257529516 39496710797 -0.40875276 SEXRNK1 1 -5185.363073 3786.2570278 -1.370 0.1712 1011285977 520266710 -0.09474362 C2 1 -11142 6596.9522700 -1.689 0.0916 1580766293 791228702 -0.04532134 C3 1 -8831.840071 5485.4562115 -1.610 0.1078 1466576506 719059401 -0.04935801 C4 1 -5829.941778 5238.1641759 -1.113 0.2661 841107392 343603916 -0.03681746 C5 1 -13326 7534.0986286 -1.769 0.0773 1378903164 867849036 -0.04334015 C6 1 -10888 6725.7395502 -1.619 0.1059 935701559 726941701 -0.04225191 C7 1 -14158 5224.6077298 -2.710 0.0069 5441291356 2037083410 -0.08941365 C8 1 50984 7227.6550643 7.054 0.0001 17363743770 13802349668 0.17715906 C9 1 11759 5615.5288646 2.094 0.0366 2078073272 1216300175 0.06257989 C10 1 35710 6367.1934263 5.608 0.0001 14180095801 8724878170 0.15163022 C11 1 14420 5881.3588096 2.452 0.0144 3004439439 1667494499 0.07054331 C12 1 -3101.307015 10586.052634 -0.293 0.7696 44435587 23807254 -0.00661773 C13 1 -8931.051624 6088.3518131 -1.467 0.1428 507387336 596889035 -0.04091549 C14 1 -13908 7575.9524498 -1.836 0.0668 877145853 934859405 -0.04523217 C15 1 5891.003176 9587.7391788 0.614 0.5391 70044225 104721046 0.01450709 C16 1 -14786 9300.6578321 -1.590 0.1123 786028701 701055205 -0.03641136 C17 1 -5610.911954 9359.1881825 -0.600 0.5490 46335528 99696160 -0.01381734 C18 1 6037.857646 6719.8884483 0.899 0.3692 468648167 223938876 0.02343059 C19 1 12282 5953.9297210 2.063 0.0395 2545897124 1180309427 0.06008244 C20 1 8289.532594 5342.0986034 1.552 0.1211 2169805584 667919571 0.04944123 C21 1 10851 4911.4053225 2.209 0.0274 7656533043 1354073852 0.09372942 C22 1 19907 7220.0308005 2.757 0.0060 3543953688 2108825078 0.06917494 C23 1 18096 5789.6878225 3.126 0.0018 7557738826 2709975705 0.09120155 C24 1 21779 5724.5715647 3.804 0.0002 11677075752 4014920524 0.11287851 C25 1 7817.541868 8005.5016356 0.977 0.3291 956601833 264515553 0.02355164 C26 1 6025.147992 4862.3087538 1.239 0.2157 4739106089 425930023 0.04704704 C27 1 10761 6914.6767468 1.556 0.1200 2240614257 671826999 0.03963898 C28 1 -17654 6563.2175665 -2.690 0.0073 351292091 2007016576 -0.07496358 C29 1 -18840 6292.7478319 -2.994 0.0028 133401508 2486291829 -0.10770432 C30 1 -16805 13060.141295 -1.287 0.1986 7532500 459251414 -0.02929476 C31 1 -2125.573965 12965.144737 -0.164 0.8698 425798449 7455651 -0.00370542 C32 1 -22761 5767.1323041 -3.947 0.0001 2632894293 4320483925 -0.13296817 C33 1 -18459 9986.9124371 -1.848 0.0649 137551403 947606088 -0.04545611 C34 1 -14656 7964.4345804 -1.840 0.0661 486919660 939281144 -0.04415295 C35 1 9613.883694 12664.475893 0.759 0.4480 506767042 159849457 0.01675944 C36 1 -15206 8823.9613387 -1.723 0.0852 218723868 823710909 -0.04184180 C37 1 -21507 7659.5065559 -2.808 0.0051 2037865901 2187065253 -0.06994694 C38 1 33932 5509.4336284 6.159 0.0001 32074196819 10521652995 0.18963192 C39 1 -20046 10454.927754 -1.917 0.0555 493296320 1019800796 -0.04277588 C40 0 0 . . . . . . C41 1 -14460 6692.7730517 -2.160 0.0310 422261969 1294756230 -0.05611211 C42 1 -20241 10520.368533 -1.924 0.0547 476506643 1026787239 -0.04319082 C43 1 -10301 7206.1896313 -1.429 0.1533 71452615 566828371 -0.03579488 C44 1 -10485 7962.3711438 -1.317 0.1883 75887141 480994260 -0.03158780 C45 1 -13564 7173.9842566 -1.891 0.0590 336971918 991654902 -0.04713355 C46 1 -15248 9336.2094508 -1.633 0.1028 262783185 739924472 -0.03755013 C47 1 -14208 12881.669373 -1.103 0.2704 7840354 337461576 -0.02476858 C48 1 -9760.765684 5258.6741595 -1.856 0.0638 12704351 955659393 -0.06486403 C49 1 -10358 17250.388816 -0.600 0.5484 11452916 100000519 -0.01277450 C50 1 -26517 8518.2953741 -3.113 0.0019 2011898636 2687954571 -0.07296642 C51 1 -3100.152439 9394.9681907 -0.330 0.7415 34497391 30203923 -0.00763439 C52 1 -17395 6931.7910120 -2.509 0.0123 1073568389 1746791318 -0.06407488 C53 1 -9460.609138 8628.6680400 -1.096 0.2732 62739490 333456018 -0.02603289 C54 1 -11460 7572.1916175 -1.513 0.1306 192585754 635377884 -0.03727131 C55 1 -4500.675980 10609.504538 -0.424 0.6715 13521609 49917540 -0.00960377 C56 1 -7243.154037 5707.9393390 -1.269 0.2048 37409697 446667780 -0.03754062 C57 1 -18506 8802.0405724 -2.102 0.0358 721709339 1226152633 -0.05092312 C58 1 -15149 4824.0897406 -3.140 0.0017 5177546167 2735557107 -0.12223035 C59 1 13592 8580.8205997 1.584 0.1136 1434990680 696028473 0.03740259 C60 1 -18727 7533.7772030 -2.486 0.0131 1659864635 1713985166 -0.06090506 Number of faculty by percent difference from predicted salary Model: Full profs: With terms interacting with sex Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Type I SS Type II SS Estimate C61 1 -20943 8690.2050210 -2.410 0.0162 1387855500 1611033523 -0.05762908 C62 1 -844.138787 6730.2159261 -0.125 0.9002 40967757 4363727 -0.00327578 C63 1 2852.483210 4999.7330894 0.571 0.5685 1517323843 90290163 0.02069328 C64 1 -10415 9623.5875488 -1.082 0.2795 88472352 324880672 -0.02564756 C65 1 -6770.124979 17796.397699 -0.380 0.7037 489621 40143668 -0.00834996 C66 1 -13582 9349.9573239 -1.453 0.1467 362037774 585288119 -0.03344580 C67 1 -16558 8685.6552399 -1.906 0.0570 741875333 1008108457 -0.04556334 C68 1 -6103.083448 7598.2122543 -0.803 0.4221 26305081 178963166 -0.01984862 C69 0 0 . . . . . . C70 1 4689.479742 8526.0981899 0.550 0.5825 300302221 83914411 0.01290411 C71 1 -9033.269587 6814.2058748 -1.326 0.1853 339208052 487469360 -0.03505463 C72 1 3635.243196 5214.2633563 0.697 0.4859 1496355057 134824525 0.02295742 C73 1 9556.252562 8526.9361202 1.121 0.2627 1095397909 348399161 0.02629607 C74 1 -10080 10510.039695 -0.959 0.3378 32168669 255162393 -0.02150963 C75 1 -10551 10571.320791 -0.998 0.3185 17084986 276320033 -0.02251416 C76 1 -25849 17279.304893 -1.496 0.1351 400986552 620751163 -0.03188077 C77 1 -12138 10556.851539 -1.150 0.2506 121100074 366692151 -0.02590034 C78 1 -14366 17428.795988 -0.824 0.4100 82694736 188466864 -0.01771857 C79 1 4747.153624 17218.686468 0.276 0.7829 90629220 21084068 0.00585492 C80 1 -5805.404025 6916.8010428 -0.839 0.4015 4600270 195407943 -0.02138446 C81 1 627.900263 6314.1364416 0.099 0.9208 631733944 2743098 0.00266620 C82 0 0 . . . . . . C83 1 -7366.302783 6458.9307745 -1.140 0.2544 4321782 360799356 -0.03127890 C84 1 18797 7980.5456656 2.355 0.0187 4539459704 1538866306 0.05662914 C85 1 -10951 12574.960323 -0.871 0.3841 52869 210380899 -0.01909091 C86 1 -12622 10512.830749 -1.201 0.2303 3063499 399841998 -0.02693296 C87 1 -26884 6276.9829339 -4.283 0.0001 5088334780 5088334780 -0.13548872 C88 0 0 . . . . . . C89 0 0 . . . . . . C90 0 0 . . . . . . Squared Squared Squared Squared Semi-partial Partial Semi-partial Partial Variance Variable DF Corr Type I Corr Type I Corr Type II Corr Type II Tolerance Inflation INTERCEP 1 . . . . . 0.00000000 PHD 1 0.08226812 0.08226812 0.00242767 0.00709731 0.33487292 2.98620745 SEX 1 0.02259055 0.02461563 0.00130237 0.00382005 0.26812746 3.72956944 R1 0 . . . . . . R3 1 0.00045133 0.00050420 0.00041055 0.00120736 0.82284887 1.21529000 R4 1 0.00287727 0.00321594 0.00017016 0.00050076 0.84349227 1.18554732 R5 1 0.00117850 0.00132147 0.00003268 0.00009622 0.83705997 1.19465754 YRSDEGR 1 0.00075670 0.00084961 0.01025435 0.02930804 0.80322482 1.24498144 RANK1 1 0.06133295 0.06892291 0.00371092 0.01080836 0.09419213 10.61659839 ADM 1 0.11229331 0.13553081 0.05593928 0.14141555 0.82872592 1.20667156 DPTS 1 0.01046217 0.01460685 0.01197055 0.03404612 0.60910025 1.64176588 YRSFULL 1 0.11156065 0.15806514 0.06014779 0.15045405 0.35999651 2.77780467 SEXRNK1 1 0.00154004 0.00259167 0.00079229 0.00232740 0.08826425 11.32961534 C2 1 0.00240728 0.00406163 0.00120493 0.00353525 0.58661780 1.70468744 C3 1 0.00223338 0.00378359 0.00109502 0.00321383 0.44947781 2.22480393 C4 1 0.00128089 0.00217820 0.00052326 0.00153832 0.38601938 2.59054349 C5 1 0.00209987 0.00357871 0.00132161 0.00387627 0.70359392 1.42127437 C6 1 0.00142494 0.00243718 0.00110703 0.00324894 0.62010570 1.61262831 C7 1 0.00828630 0.01420731 0.00310218 0.00905141 0.38802521 2.57715211 C8 1 0.02644248 0.04599046 0.02101899 0.05828143 0.66970732 1.49318959 C9 1 0.00316461 0.00576942 0.00185225 0.00542419 0.47296606 2.11431664 C10 1 0.02159424 0.03959713 0.01328673 0.03764862 0.57789192 1.73042738 C11 1 0.00457533 0.00873564 0.00253935 0.00742139 0.51028351 1.95969491 C12 1 0.00006767 0.00013034 0.00003626 0.00010674 0.82784725 1.20795231 C13 1 0.00077268 0.00148846 0.00090898 0.00266925 0.54297119 1.84171834 C14 1 0.00133577 0.00257701 0.00142366 0.00417432 0.69584130 1.43710931 C15 1 0.00010667 0.00020632 0.00015948 0.00046934 0.75776078 1.31967769 C16 1 0.00119701 0.00231576 0.00106761 0.00313361 0.80526201 1.24183183 C17 1 0.00007056 0.00013683 0.00015182 0.00044683 0.79522164 1.25751106 C18 1 0.00071368 0.00138410 0.00034103 0.00100311 0.62118604 1.60982369 C19 1 0.00387703 0.00752946 0.00179744 0.00526453 0.49791989 2.00835518 C20 1 0.00330430 0.00646586 0.00101715 0.00298594 0.41610648 2.40323102 C21 1 0.01165980 0.02296439 0.00206206 0.00603489 0.23471955 4.26040351 C22 1 0.00539693 0.01087929 0.00321144 0.00936719 0.67112247 1.49004100 C23 1 0.01150935 0.02345605 0.00412690 0.01200538 0.49615774 2.01548805 C24 1 0.01778250 0.03711123 0.00611414 0.01768415 0.47985849 2.08394771 C25 1 0.00145677 0.00315738 0.00040282 0.00118466 0.72621926 1.37699460 C26 1 0.00721697 0.01569152 0.00064863 0.00190619 0.29304370 3.41246028 C27 1 0.00341213 0.00753710 0.00102310 0.00300336 0.65113538 1.53577894 Number of faculty by percent difference from predicted salary Model: Full profs: With terms interacting with sex Squared Squared Squared Squared Semi-partial Partial Semi-partial Partial Variance Variable DF Corr Type I Corr Type I Corr Type II Corr Type II Tolerance Inflation C28 1 0.00053497 0.00119067 0.00305640 0.00891900 0.54388753 1.83861541 C29 1 0.00020315 0.00045269 0.00378626 0.01102537 0.32639586 3.06376435 C30 1 0.00001147 0.00002557 0.00069937 0.00205501 0.81494703 1.22707361 C31 1 0.00064843 0.00144561 0.00001135 0.00003343 0.82693314 1.20928761 C32 1 0.00400952 0.00895179 0.00657947 0.01900446 0.37213096 2.68722603 C33 1 0.00020947 0.00047190 0.00144307 0.00423100 0.69839651 1.43185136 C34 1 0.00074151 0.00167126 0.00143039 0.00419398 0.73372778 1.36290327 C35 1 0.00077173 0.00174229 0.00024343 0.00071624 0.86666387 1.15384988 C36 1 0.00033308 0.00075330 0.00125439 0.00367985 0.71649449 1.39568414 C37 1 0.00310338 0.00702382 0.00333058 0.00971135 0.68074286 1.46898346 C38 1 0.04884438 0.11133064 0.01602296 0.04505256 0.44557401 2.24429607 C39 1 0.00075122 0.00192676 0.00155301 0.00455187 0.84874306 1.17821287 C40 0 . . . . . . C41 1 0.00064304 0.00165249 0.00197173 0.00577205 0.62622963 1.59685832 C42 1 0.00072565 0.00186786 0.00156365 0.00458291 0.83821688 1.19300867 C43 1 0.00010881 0.00028061 0.00086320 0.00253516 0.67370304 1.48433350 C44 1 0.00011557 0.00029811 0.00073248 0.00215209 0.73410812 1.36219716 C45 1 0.00051316 0.00132413 0.00151015 0.00442680 0.67976538 1.47109580 C46 1 0.00040018 0.00103398 0.00112680 0.00330678 0.79914093 1.25134374 C47 1 0.00001194 0.00003088 0.00051391 0.00151086 0.83768519 1.19376588 C48 1 0.00001935 0.00005004 0.00145533 0.00426680 0.34590275 2.89098595 C49 1 0.00001744 0.00004511 0.00015229 0.00044819 0.93319727 1.07158479 C50 1 0.00306383 0.00792544 0.00409337 0.01190899 0.76883768 1.30066466 C51 1 0.00005253 0.00013698 0.00004600 0.00013541 0.78917609 1.26714432 C52 1 0.00163489 0.00426346 0.00266011 0.00777157 0.64792410 1.54339065 C53 1 0.00009554 0.00025022 0.00050781 0.00149295 0.74929447 1.33458879 C54 1 0.00029328 0.00076828 0.00096759 0.00284088 0.69653266 1.43568285 C55 1 0.00002059 0.00005398 0.00007602 0.00022378 0.82419145 1.21331033 C56 1 0.00005697 0.00014936 0.00068021 0.00199881 0.48265906 2.07185586 C57 1 0.00109906 0.00288192 0.00186725 0.00546789 0.72006768 1.38875835 C58 1 0.00788466 0.02073463 0.00416586 0.01211734 0.27883445 3.58635740 C59 1 0.00218528 0.00586842 0.00105995 0.00311121 0.75767404 1.31982878 C60 1 0.00252773 0.00682811 0.00261015 0.00762673 0.70365396 1.42115310 C61 1 0.00211350 0.00574841 0.00245337 0.00717191 0.73872025 1.35369241 C62 1 0.00006239 0.00017067 0.00000665 0.00001957 0.61928109 1.61477562 C63 1 0.00231067 0.00632208 0.00013750 0.00040469 0.32110024 3.11429224 C64 1 0.00013473 0.00037097 0.00049475 0.00145461 0.75212590 1.32956464 C65 1 0.00000075 0.00000205 0.00006113 0.00017997 0.87681310 1.14049390 C66 1 0.00055133 0.00151863 0.00089131 0.00261750 0.79679260 1.25503174 C67 1 0.00112977 0.00311666 0.00153520 0.00449992 0.73949438 1.35227533 C68 1 0.00004006 0.00011085 0.00027254 0.00080181 0.69177018 1.44556679 C69 0 . . . . . . C70 1 0.00045732 0.00126567 0.00012779 0.00037612 0.76743109 1.30304859 C71 1 0.00051656 0.00143146 0.00074235 0.00218100 0.60410901 1.65533039 C72 1 0.00227873 0.00632366 0.00020532 0.00060417 0.38956632 2.56695704 C73 1 0.00166813 0.00465866 0.00053056 0.00155975 0.76728027 1.30330472 C74 1 0.00004899 0.00013745 0.00038858 0.00114282 0.83986522 1.19066724 C75 1 0.00002602 0.00007301 0.00042080 0.00123746 0.83015618 1.20459261 C76 1 0.00061064 0.00171371 0.00094531 0.00277566 0.93007656 1.07518030 C77 1 0.00018442 0.00051844 0.00055842 0.00164151 0.83243337 1.20129735 C78 1 0.00012593 0.00035421 0.00028701 0.00084435 0.91419000 1.09386452 C79 1 0.00013802 0.00038833 0.00003211 0.00009453 0.93663676 1.06764974 C80 1 0.00000701 0.00001972 0.00029758 0.00087542 0.65073549 1.53672271 C81 1 0.00096204 0.00270797 0.00000418 0.00001230 0.58764464 1.70170869 C82 0 . . . . . . C83 1 0.00000658 0.00001858 0.00054945 0.00161518 0.56159269 1.78064995 C84 1 0.00691294 0.01951189 0.00234347 0.00685284 0.73076828 1.36842283 C85 1 0.00000008 0.00000023 0.00032038 0.00094244 0.87904658 1.13759615 C86 1 0.00000467 0.00001343 0.00060890 0.00178964 0.83941933 1.19129971 C87 1 0.00774880 0.02230665 0.00774880 0.02230665 0.42211246 2.36903692 C88 0 . . . . . . C89 0 . . . . . . C90 0 . . . . . . Number of faculty by percent difference from predicted salary Model: Full profs: With terms interacting with sex Model: MODEL6 Dependent Variable: ACTUAL Analysis of Variance Sum of Mean Source DF Squares Square F Value Prob>F Model 94 433996486130 4616983895 16.671 0.0001 Error 804 222664526949 276945929.04 C Total 898 656661013079 Root MSE 16641.69249 R-square 0.6609 Dep Mean 95270.54060 Adj R-sq 0.6213 C.V. 17.46783 NOTE: Model is not full rank. Least-squares solutions for the parameters are not unique. Some statistics will be misleading. A reported DF of 0 or B means that the estimate is biased. The following parameters have been set to 0, since the variables are a linear combination of other variables as shown. R1 = 0 C40 = 0 C69 = 0 C82 = 0 C88 = 0 C89 = 0 C90 = 0 Number of faculty by percent difference from predicted salary 94 Model: Full profs: With terms interacting with sex Parameter Estimates Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Type I SS Type II SS Estimate INTERCEP 1 74448 6599.0117735 11.282 0.0001 8.1597518E12 35248898662 0.00000000 PHD 1 8421.155541 3511.2520496 2.398 0.0167 54022266005 1592994778 0.08510845 SEX 1 7206.712673 3447.6380948 2.090 0.0369 14834334929 1210113368 0.08939158 R1 0 0 . . . . . . R3 1 -4066.793685 4473.2084810 -0.909 0.3635 296372664 228908009 -0.02049559 R4 1 1356.769381 2212.9185955 0.613 0.5400 1889389859 104106100 0.01371220 R5 1 1156.482602 4736.1266251 0.244 0.8072 773874696 16513023 0.00548101 YRSDEGR 1 385.395766 79.93280204 4.821 0.0001 496892655 6438115891 0.11080520 RANK1 1 7044.140309 1916.2271687 3.676 0.0003 40274957576 3742458512 0.12300177 ADM 1 18737 1625.5154671 11.527 0.0001 73738641796 36795760316 0.25985085 DPTS 1 3999.826812 747.65459944 5.350 0.0001 6870101916 7926388258 0.14071239 YRSFULL 1 -1370.075641 278.07859775 -4.927 0.0001 73257529516 6722780722 -0.31334792 SEXYRSFU 1 -499.823179 281.06788066 -1.778 0.0757 1394989517 875800791 -0.11848725 C2 1 -11108 6589.5319679 -1.686 0.0922 1574986516 787000862 -0.04518529 C3 1 -8872.792361 5473.3195055 -1.621 0.1054 1487036249 727803300 -0.04958688 C4 1 -5679.154581 5233.9495636 -1.085 0.2782 790493302 326064336 -0.03586521 C5 1 -13205 7526.1968374 -1.755 0.0797 1353473327 852575133 -0.04294626 C6 1 -10908 6718.4352886 -1.624 0.1049 932362645 730021695 -0.04232909 C7 1 -14021 5220.0331979 -2.686 0.0074 5319893075 1998029428 -0.08854548 C8 1 50850 7217.1261760 7.046 0.0001 17255756491 13748493140 0.17669642 C9 1 11770 5610.4690276 2.098 0.0362 2116002258 1218940010 0.06264126 C10 1 35810 6362.0382346 5.629 0.0001 14290738666 8774366585 0.15205778 C11 1 14466 5871.5062016 2.464 0.0140 3021323217 1681008835 0.07076637 C12 1 -3234.321287 10570.133397 -0.306 0.7597 47988679 25929872 -0.00690156 C13 1 -8882.445136 6083.3226277 -1.460 0.1446 481232191 590443510 -0.04069281 C14 1 -14055 7550.7649155 -1.861 0.0631 901351268 959546125 -0.04570959 C15 1 5636.750714 9566.0951858 0.589 0.5559 60179975 96157518 0.01388097 C16 1 -14551 9291.1841165 -1.566 0.1177 766586437 679296643 -0.03583392 C17 1 -5497.276011 9339.8237333 -0.589 0.5563 45220834 95942871 -0.01353750 C18 1 6270.157227 6717.6406042 0.933 0.3509 505796501 241278330 0.02433206 C19 1 12297 5944.0939170 2.069 0.0389 2547686372 1185300928 0.06015786 C20 1 8315.744567 5333.0739272 1.559 0.1193 2176528444 673351853 0.04959756 C21 1 10744 4898.9753976 2.193 0.0286 7516357909 1332128928 0.09280552 C22 1 19792 7212.7862678 2.744 0.0062 3522451460 2085270276 0.06877334 C23 1 17860 5771.7573150 3.094 0.0020 7416262798 2651734002 0.09000857 C24 1 21835 5716.5887182 3.820 0.0001 11698239727 4040278372 0.11316675 C25 1 7800.724933 7994.9691128 0.976 0.3295 952378189 263652160 0.02350097 C26 1 5976.874324 4849.6520450 1.232 0.2181 4669280555 420651144 0.04667010 C27 1 10658 6902.5255123 1.544 0.1230 2205222559 660251032 0.03925824 C28 1 -17476 6559.8508513 -2.664 0.0079 329300253 1965664206 -0.07420841 C29 1 -18457 6296.7529756 -2.931 0.0035 113137346 2379604300 -0.10551938 C30 1 -17367 13016.837647 -1.334 0.1825 3306923 493006395 -0.03027576 C31 1 -2175.299988 12952.713720 -0.168 0.8667 420668074 7811092 -0.00379210 C32 1 -22736 5754.6198754 -3.951 0.0001 2658646572 4323143946 -0.13282643 C33 1 -18110 9980.9279775 -1.814 0.0700 121585454 911806387 -0.04459804 C34 1 -14647 7954.9515136 -1.841 0.0660 487403198 938861703 -0.04412571 C35 1 9752.871302 12653.980730 0.771 0.4411 526769078 164515050 0.01700174 C36 1 -15290 8813.0191755 -1.735 0.0831 223906120 833574954 -0.04207294 C37 1 -21678 7635.1690938 -2.839 0.0046 2094986536 2232515881 -0.07050167 C38 1 34068 5505.4386592 6.188 0.0001 32185474983 10604567106 0.19039141 C39 1 -19899 10446.184504 -1.905 0.0572 477838214 1004907504 -0.04246073 C40 0 0 . . . . . . C41 1 -14263 6687.0523957 -2.133 0.0332 383922117 1259924148 -0.05534901 C42 1 -20208 10511.961101 -1.922 0.0549 469241633 1023425738 -0.04311998 C43 1 -10102 7196.9415245 -1.404 0.1608 69171574 545651483 -0.03510278 C44 1 -10489 7952.0791409 -1.319 0.1875 76531046 481813985 -0.03159903 C45 1 -13638 7167.7690032 -1.903 0.0574 329047738 1002655534 -0.04739099 C46 1 -15303 9324.1958407 -1.641 0.1011 266304069 746006494 -0.03768567 C47 1 -13430 12881.520251 -1.043 0.2974 6884662 301045907 -0.02341244 C48 1 -9428.604531 5262.2811475 -1.792 0.0736 4334034 889081823 -0.06265669 C49 1 -9595.228419 17248.693070 -0.556 0.5782 7799314 85702449 -0.01183431 C50 1 -26675 8504.4454123 -3.137 0.0018 2037668787 2724754341 -0.07340328 C51 1 -2584.459292 9396.5497396 -0.275 0.7834 45421570 20950652 -0.00636445 C52 1 -17290 6926.8276036 -2.496 0.0128 1022706750 1725562778 -0.06368953 C53 1 -9038.215673 8629.8236696 -1.047 0.2953 49943565 303778157 -0.02487058 C54 1 -11561 7555.9541401 -1.530 0.1264 201962498 648379442 -0.03759996 C55 1 -5880.445429 10571.188142 -0.556 0.5782 4102252 85697436 -0.01254800 C56 1 -7445.673435 5693.0056597 -1.308 0.1913 43555809 473717821 -0.03859026 C57 1 -18415 8787.6772058 -2.096 0.0364 724086428 1216199856 -0.05067367 C58 1 -15281 4812.0463106 -3.175 0.0016 5259381107 2792628031 -0.12328879 C59 1 13665 8573.1445523 1.594 0.1113 1451683190 703631898 0.03760267 C60 1 -18661 7526.4402163 -2.479 0.0134 1640362578 1702512400 -0.06069016 Number of faculty by percent difference from predicted salary Model: Full profs: With terms interacting with sex Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Type I SS Type II SS Estimate C61 1 -20817 8681.3196805 -2.398 0.0167 1373599233 1592408345 -0.05728208 C62 1 -224.294772 6744.4680033 -0.033 0.9735 64629114 306294 -0.00087040 C63 1 2825.303402 4988.5580845 0.566 0.5713 1534764280 88833158 0.02049610 C64 1 -11208 9615.6533875 -1.166 0.2441 107549005 376261372 -0.02760051 C65 1 -15566 17827.392626 -0.873 0.3828 42800799 211149522 -0.01919876 C66 1 -13519 9341.3122364 -1.447 0.1482 357008005 580054475 -0.03329169 C67 1 -16335 8680.4069749 -1.882 0.0602 720683801 980756757 -0.04494967 C68 1 -6144.698566 7566.8770712 -0.812 0.4170 30214294 182626079 -0.01998396 C69 0 0 . . . . . . C70 1 4753.427440 8517.0950197 0.558 0.5769 303858009 86263235 0.01308007 C71 1 -9154.063704 6801.9380479 -1.346 0.1787 350960677 501599971 -0.03552339 C72 1 3733.341035 5208.7892754 0.717 0.4737 1533950645 142271116 0.02357693 C73 1 9519.532757 8515.2233186 1.118 0.2639 1092679648 346125955 0.02619503 C74 1 -9972.370556 10493.565258 -0.950 0.3422 31070020 250118414 -0.02127956 C75 1 -10634 10561.134482 -1.007 0.3143 16983985 280788827 -0.02269171 C76 1 -25407 17267.717830 -1.471 0.1416 382844661 599559274 -0.03133583 C77 1 -12360 10526.549267 -1.174 0.2407 130566736 381804315 -0.02637383 C78 1 -14207 17413.675518 -0.816 0.4148 80562644 184332084 -0.01752190 C79 1 4529.963038 17205.449022 0.263 0.7924 88932652 19197836 0.00558705 C80 1 -5806.558201 6906.4511729 -0.841 0.4007 4450760 195759416 -0.02138871 C81 1 726.909512 6309.6372465 0.115 0.9083 660524131 3675758 0.00308661 C82 0 0 . . . . . . C83 1 -7196.537502 6445.6001565 -1.117 0.2645 2214235 345235502 -0.03055804 C84 1 18819 7971.4745474 2.361 0.0185 4588057967 1543463539 0.05669441 C85 1 -10319 12570.802515 -0.821 0.4119 1185608 186627288 -0.01798928 C86 1 -13614 10484.434686 -1.299 0.1945 9410512 466969752 -0.02905066 C87 1 -27322 6277.8202732 -4.352 0.0001 5245670467 5245670467 -0.13769564 C88 0 0 . . . . . . C89 0 0 . . . . . . C90 0 0 . . . . . . Squared Squared Squared Squared Semi-partial Partial Semi-partial Partial Variance Variable DF Corr Type I Corr Type I Corr Type II Corr Type II Tolerance Inflation INTERCEP 1 . . . . . 0.00000000 PHD 1 0.08226812 0.08226812 0.00242590 0.00710342 0.33490972 2.98587926 SEX 1 0.02259055 0.02461563 0.00184283 0.00540532 0.23061714 4.33619112 R1 0 . . . . . . R3 1 0.00045133 0.00050420 0.00034859 0.00102698 0.82984865 1.20503902 R4 1 0.00287727 0.00321594 0.00015854 0.00046733 0.84318116 1.18598476 R5 1 0.00117850 0.00132147 0.00002515 0.00007416 0.83707533 1.19463561 YRSDEGR 1 0.00075670 0.00084961 0.00980432 0.02810145 0.79854114 1.25228364 RANK1 1 0.06133295 0.06892291 0.00569922 0.01652978 0.37669774 2.65464828 ADM 1 0.11229331 0.13553081 0.05603464 0.14181654 0.82986658 1.20501298 DPTS 1 0.01046217 0.01460685 0.01207075 0.03437424 0.60963434 1.64032754 YRSFULL 1 0.11156065 0.15806514 0.01023783 0.02930755 0.10426873 9.59060292 SEXYRSFU 1 0.00212437 0.00357500 0.00133372 0.00391786 0.09499940 10.52638197 C2 1 0.00239848 0.00405077 0.00119849 0.00352202 0.58700241 1.70357050 C3 1 0.00226454 0.00384012 0.00110834 0.00325796 0.45075366 2.21850665 C4 1 0.00120381 0.00204924 0.00049655 0.00146223 0.38602494 2.59050621 C5 1 0.00206114 0.00351589 0.00129835 0.00381436 0.70394809 1.42055928 C6 1 0.00141985 0.00243052 0.00111172 0.00326786 0.62046407 1.61169686 C7 1 0.00810143 0.01390192 0.00304271 0.00889347 0.38808593 2.57674891 C8 1 0.02627803 0.04572837 0.02093697 0.05815455 0.67059203 1.49121962 C9 1 0.00322237 0.00587619 0.00185627 0.00544453 0.47306418 2.11387807 C10 1 0.02176273 0.03992031 0.01336209 0.03791224 0.57790608 1.73038499 C11 1 0.00460104 0.00879081 0.00255993 0.00749295 0.51118128 1.95625316 C12 1 0.00007308 0.00014087 0.00003949 0.00011644 0.82901899 1.20624499 C13 1 0.00073285 0.00141281 0.00089916 0.00264470 0.54300230 1.84161282 C14 1 0.00137263 0.00264994 0.00146125 0.00429089 0.69937465 1.42984880 C15 1 0.00009165 0.00017740 0.00014643 0.00043166 0.75998016 1.31582382 C16 1 0.00116740 0.00226012 0.00103447 0.00304148 0.80561866 1.24128207 C17 1 0.00006886 0.00013363 0.00014611 0.00043070 0.79724956 1.25431238 C18 1 0.00077026 0.00149482 0.00036743 0.00108242 0.62061088 1.61131561 C19 1 0.00387976 0.00754063 0.00180504 0.00529507 0.49877269 2.00492132 C20 1 0.00331454 0.00649102 0.00102542 0.00301495 0.41685035 2.39894243 C21 1 0.01144633 0.02256236 0.00202864 0.00594709 0.23553606 4.24563440 C22 1 0.00536419 0.01081765 0.00317557 0.00927819 0.67139926 1.48942672 C23 1 0.01129390 0.02302485 0.00403821 0.01176894 0.49844936 2.00622184 C24 1 0.01781473 0.03717480 0.00615276 0.01782176 0.48043249 2.08145790 C25 1 0.00145033 0.00314333 0.00040150 0.00118268 0.72697318 1.37556657 C26 1 0.00711064 0.01545959 0.00064059 0.00188561 0.29410568 3.40013840 C27 1 0.00335824 0.00741595 0.00100547 0.00295646 0.65238823 1.53282960 Number of faculty by percent difference from predicted salary Model: Full profs: With terms interacting with sex Squared Squared Squared Squared Semi-partial Partial Semi-partial Partial Variance Variable DF Corr Type I Corr Type I Corr Type II Corr Type II Tolerance Inflation C28 1 0.00050148 0.00111568 0.00299342 0.00875067 0.54357801 1.83966234 C29 1 0.00017229 0.00038374 0.00362379 0.01057395 0.32546110 3.07256380 C30 1 0.00000504 0.00001122 0.00075078 0.00220923 0.81907046 1.22089619 C31 1 0.00064062 0.00142739 0.00001190 0.00003508 0.82720034 1.20889699 C32 1 0.00404874 0.00903409 0.00658352 0.01904572 0.37315516 2.67985038 C33 1 0.00018516 0.00041691 0.00138855 0.00407828 0.69811956 1.43241939 C34 1 0.00074224 0.00167199 0.00142975 0.00419878 0.73430569 1.36183065 C35 1 0.00080219 0.00181006 0.00025053 0.00073830 0.86671817 1.15377759 C36 1 0.00034098 0.00077077 0.00126941 0.00372967 0.71712972 1.39444785 C37 1 0.00319036 0.00721732 0.00339980 0.00992684 0.68399742 1.46199382 C38 1 0.04901384 0.11168643 0.01614923 0.04546066 0.44550954 2.24462083 C39 1 0.00072768 0.00186662 0.00153033 0.00449282 0.84880910 1.17812120 C40 0 . . . . . . C41 1 0.00058466 0.00150255 0.00191868 0.00562656 0.62630152 1.59667504 C42 1 0.00071459 0.00183923 0.00155853 0.00457524 0.83821981 1.19300449 C43 1 0.00010534 0.00027162 0.00083095 0.00244456 0.67435881 1.48289009 C44 1 0.00011655 0.00030060 0.00073373 0.00215918 0.73483626 1.36084737 C45 1 0.00050109 0.00129284 0.00152690 0.00448280 0.67985921 1.47089278 C46 1 0.00040554 0.00104767 0.00113606 0.00333917 0.79992428 1.25011833 C47 1 0.00001048 0.00002711 0.00045845 0.00135019 0.83636914 1.19564431 C48 1 0.00000660 0.00001707 0.00135394 0.00397704 0.34487805 2.89957568 C49 1 0.00001188 0.00003072 0.00013051 0.00038475 0.93189279 1.07308481 C50 1 0.00310308 0.00802546 0.00414941 0.01208910 0.77011425 1.29850863 C51 1 0.00006917 0.00018034 0.00003190 0.00009408 0.78765279 1.26959494 C52 1 0.00155743 0.00406130 0.00262778 0.00769001 0.64781859 1.54364204 C53 1 0.00007606 0.00019914 0.00046261 0.00136243 0.74789962 1.33707784 C54 1 0.00030756 0.00080545 0.00098739 0.00290346 0.69841435 1.43181479 C55 1 0.00000625 0.00001637 0.00013050 0.00038472 0.82885356 1.20648574 C56 1 0.00006633 0.00017385 0.00072140 0.00212298 0.48442108 2.06431975 C57 1 0.00110268 0.00289062 0.00185210 0.00543236 0.72127182 1.38643986 C58 1 0.00800928 0.02105680 0.00425277 0.01238651 0.27978517 3.57417081 C59 1 0.00221070 0.00593707 0.00107153 0.00315010 0.75782139 1.31957214 C60 1 0.00249804 0.00674880 0.00259268 0.00758807 0.70390257 1.42065116 C61 1 0.00209179 0.00568967 0.00242501 0.00710082 0.73905312 1.35308271 C62 1 0.00009842 0.00026924 0.00000047 0.00000138 0.61568351 1.62421113 C63 1 0.00233722 0.00639534 0.00013528 0.00039880 0.32202628 3.10533663 C64 1 0.00016378 0.00045104 0.00057299 0.00168696 0.75216661 1.32949268 C65 1 0.00006518 0.00017958 0.00032155 0.00094739 0.87237394 1.14629743 C66 1 0.00054367 0.00149817 0.00088334 0.00259829 0.79699551 1.25471222 C67 1 0.00109750 0.00302886 0.00149355 0.00438532 0.73920855 1.35279821 C68 1 0.00004601 0.00012737 0.00027811 0.00081951 0.69639946 1.43595746 C69 0 . . . . . . C70 1 0.00046273 0.00128108 0.00013137 0.00038726 0.76782840 1.30237434 C71 1 0.00053446 0.00148157 0.00076386 0.00224765 0.60532355 1.65200907 C72 1 0.00233599 0.00648513 0.00021666 0.00063854 0.38976322 2.56566026 C73 1 0.00166399 0.00464971 0.00052710 0.00155206 0.76816598 1.30180199 C74 1 0.00004732 0.00013283 0.00038089 0.00112204 0.84116129 1.18883265 C75 1 0.00002586 0.00007262 0.00042760 0.00125945 0.83043237 1.20419199 C76 1 0.00058302 0.00163708 0.00091304 0.00268543 0.92984049 1.07545327 C77 1 0.00019883 0.00055923 0.00058143 0.00171177 0.83589814 1.19631801 C78 1 0.00012269 0.00034525 0.00028071 0.00082716 0.91431837 1.09371094 C79 1 0.00013543 0.00038125 0.00002924 0.00008621 0.93658310 1.06771091 C80 1 0.00000678 0.00001909 0.00029811 0.00087840 0.65164680 1.53457363 C81 1 0.00100588 0.00283278 0.00000560 0.00001651 0.58754486 1.70199771 C82 0 . . . . . . C83 1 0.00000337 0.00000952 0.00052574 0.00154807 0.56301905 1.77613884 C84 1 0.00698695 0.01973283 0.00235047 0.00688407 0.73126475 1.36749378 C85 1 0.00000181 0.00000520 0.00028421 0.00083745 0.87822588 1.13865922 C86 1 0.00001433 0.00004129 0.00071113 0.00209280 0.84262701 1.18676471 C87 1 0.00798840 0.02301639 0.00798840 0.02301639 0.42132712 2.37345272 C88 0 . . . . . . C89 0 . . . . . . C90 0 . . . . . . Number of faculty by percent difference from predicted salary Model: All faculty: Dependent variable measured as log salary Descriptive Statistics Variables Sum Mean Uncorrected SS Variance Std Deviation INTERCEP 1871 1 1871 0 0 PROF 899 0.4804917157 899 0.2497529132 0.4997528521 ASSOC 539 0.28808124 539 0.2052001132 0.452990191 PHD 1678 0.8968466061 1678 0.0925622433 0.3042404367 SEX 1428 0.7632282202 1428 0.1808075409 0.4252146998 R1 4 0.0021378942 4 0.0021344644 0.046200264 R3 55 0.0293960449 55 0.0285471752 0.1689590931 R4 194 0.1036878675 194 0.0929863924 0.3049367022 R5 56 0.0299305184 56 0.0290502091 0.1704412188 YRSDEGR 35372.7 18.905772314 873525.99 109.50683297 10.464551255 RANK1 1479 0.7904863709 1479 0.1657062339 0.4070703059 ADM 200 0.1068947087 200 0.0955192825 0.3090619396 DPTS 2970 1.5873864244 6076 0.7280547164 0.853261224 C2 20 0.0106894709 20 0.0105808613 0.1028633135 C3 36 0.0192410476 36 0.018880921 0.1374078637 C4 42 0.0224478888 42 0.0219557159 0.1481746128 C5 22 0.011758418 22 0.0116263716 0.1078256535 C6 25 0.0133618386 25 0.0131903498 0.1148492479 C7 51 0.0272581507 51 0.0265293232 0.1628782464 C8 21 0.0112239444 21 0.0111039022 0.1053750551 C9 32 0.0171031534 32 0.0168196252 0.1296904977 C10 17 0.0090860502 17 0.0090083086 0.0949121101 C11 43 0.0229823624 43 0.022466181 0.1498872275 C12 8 0.0042757883 8 0.0042597827 0.065267011 C13 24 0.012827365 24 0.0126695953 0.1125592969 C14 21 0.0112239444 21 0.0111039022 0.1053750551 C15 10 0.0053447354 10 0.0053190121 0.0729315577 C16 11 0.005879209 11 0.0058477694 0.0764707092 C17 9 0.0048102619 9 0.0047896832 0.0692075374 C18 18 0.0096205238 18 0.0095330645 0.0976374133 C19 33 0.0176376269 33 0.0173358066 0.1316655102 C20 48 0.0256547301 48 0.0250099321 0.1581452878 C21 83 0.0443613041 83 0.0424160491 0.2059515697 C22 20 0.0106894709 20 0.0105808613 0.1028633135 C23 28 0.0149652592 28 0.0147491833 0.1214462156 C24 44 0.0235168359 44 0.0229760744 0.1515786082 C25 10 0.0053447354 10 0.0053190121 0.0729315577 C26 55 0.0293960449 55 0.0285471752 0.1689590931 C27 16 0.0085515767 16 0.0084829812 0.0921031007 C28 32 0.0171031534 32 0.0168196252 0.1296904977 C29 48 0.0256547301 48 0.0250099321 0.1581452878 C30 8 0.0042757883 8 0.0042597827 0.065267011 C31 9 0.0048102619 9 0.0047896832 0.0692075374 C32 62 0.0331373597 62 0.0320564084 0.179043035 C33 10 0.0053447354 10 0.0053190121 0.0729315577 C34 13 0.0069481561 13 0.006903569 0.0830877185 C35 5 0.0026723677 5 0.0026666514 0.0516396304 C36 13 0.0069481561 13 0.006903569 0.0830877185 C37 11 0.005879209 11 0.0058477694 0.0764707092 C38 32 0.0171031534 32 0.0168196252 0.1296904977 C39 8 0.0042757883 8 0.0042597827 0.065267011 C40 1 0.0005344735 1 0.0005344735 0.0231186839 C41 25 0.0133618386 25 0.0131903498 0.1148492479 C42 9 0.0048102619 9 0.0047896832 0.0692075374 C43 14 0.0074826296 14 0.0074306113 0.0862009938 C44 12 0.0064136825 12 0.006375955 0.0798495772 C45 13 0.0069481561 13 0.006903569 0.0830877185 C46 7 0.0037413148 7 0.0037293106 0.0610680816 C47 3 0.0016034206 3 0.0016017057 0.0400213161 C48 54 0.0288615714 54 0.0280435696 0.1674621438 C49 6 0.0032068413 6 0.0031982668 0.0565532211 C50 9 0.0048102619 9 0.0047896832 0.0692075374 C51 8 0.0042757883 8 0.0042597827 0.065267011 C52 16 0.0085515767 16 0.0084829812 0.0921031007 C53 11 0.005879209 11 0.0058477694 0.0764707092 C54 13 0.0069481561 13 0.006903569 0.0830877185 C55 10 0.0053447354 10 0.0053190121 0.0729315577 C56 41 0.0219134153 41 0.0214446791 0.1464400189 C57 13 0.0069481561 13 0.006903569 0.0830877185 C58 69 0.0368786745 69 0.0355376318 0.1885142748 C59 11 0.005879209 11 0.0058477694 0.0764707092 C60 18 0.0096205238 18 0.0095330645 0.0976374133 C61 11 0.005879209 11 0.0058477694 0.0764707092 Number of faculty by percent difference from predicted salary Model: All faculty: Dependent variable measured as log salary Descriptive Statistics Variables Sum Mean Uncorrected SS Variance Std Deviation C62 23 0.0122928915 23 0.0121482692 0.1102191873 C63 54 0.0288615714 54 0.0280435696 0.1674621438 C64 9 0.0048102619 9 0.0047896832 0.0692075374 C65 4 0.0021378942 4 0.0021344644 0.046200264 C66 20 0.0106894709 20 0.0105808613 0.1028633135 C67 15 0.0080171032 15 0.0079570821 0.0892024779 C68 19 0.0101549973 19 0.0100572487 0.1002858349 C69 0 0 0 0 0 C70 8 0.0042757883 8 0.0042597827 0.065267011 C71 14 0.0074826296 14 0.0074306113 0.0862009938 C72 37 0.0197755211 37 0.0193948159 0.1392652717 C73 11 0.005879209 11 0.0058477694 0.0764707092 C74 10 0.0053447354 10 0.0053190121 0.0729315577 C75 13 0.0069481561 13 0.006903569 0.0830877185 C76 10 0.0053447354 10 0.0053190121 0.0729315577 C77 9 0.0048102619 9 0.0047896832 0.0692075374 C78 4 0.0021378942 4 0.0021344644 0.046200264 C79 3 0.0016034206 3 0.0016017057 0.0400213161 C80 22 0.011758418 22 0.0116263716 0.1078256535 C81 30 0.0160342063 30 0.0157855475 0.1256405488 C82 0 0 0 0 0 C83 26 0.0138963121 26 0.0137105326 0.1170919833 C84 13 0.0069481561 13 0.006903569 0.0830877185 C85 13 0.0069481561 13 0.006903569 0.0830877185 C86 14 0.0074826296 14 0.0074306113 0.0862009938 C87 79 0.0422234099 79 0.0404622196 0.2011522299 C88 0 0 0 0 0 C89 0 0 0 0 0 C90 0 0 0 0 0 LOGSAL 20958.884575 11.201969308 234989.42443 0.1115736388 0.3340264043 Number of faculty by percent difference from predicted salary Model: All faculty: Dependent variable measured as log salary Model: MODEL1 Dependent Variable: LOGSAL Analysis of Variance Sum of Mean Source DF Squares Square F Value Prob>F Model 96 168.66984 1.75698 77.975 0.0001 Error 1774 39.97286 0.02253 C Total 1870 208.64270 Root MSE 0.15011 R-square 0.8084 Dep Mean 11.20197 Adj R-sq 0.7980 C.V. 1.34002 NOTE: Model is not full rank. Least-squares solutions for the parameters are not unique. Some statistics will be misleading. A reported DF of 0 or B means that the estimate is biased. The following parameters have been set to 0, since the variables are a linear combination of other variables as shown. C69 = 0 C82 = 0 C88 = 0 C89 = 0 C90 = 0 Number of faculty by percent difference from predicted salary Model: All faculty: Dependent variable measured as log salary Parameter Estimates Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Type I SS Type II SS Estimate INTERCEP 1 10.992493 0.03303738 332.729 0.0001 234781 2494.553209 0.00000000 PROF 1 0.369341 0.01417019 26.065 0.0001 87.760067 15.307864 0.55258809 ASSOC 1 0.122499 0.01148818 10.663 0.0001 6.981414 2.561963 0.16612692 PHD 1 0.043830 0.01778061 2.465 0.0138 14.339980 0.136921 0.03992195 SEX 1 0.019154 0.00928405 2.063 0.0392 2.621781 0.095908 0.02438290 R1 1 -0.004399 0.07747015 -0.057 0.9547 0.004279 0.000072636 -0.00060837 R3 1 0.014554 0.02176155 0.669 0.5037 0.143085 0.010079 0.00736200 R4 1 -0.002422 0.01220358 -0.198 0.8427 0.370820 0.000888 -0.00221144 R5 1 -0.010427 0.02208371 -0.472 0.6369 0.166709 0.005024 -0.00532072 YRSDEGR 1 0.002059 0.00052746 3.904 0.0001 0.025034 0.343365 0.06450561 RANK1 1 -0.103649 0.00937946 -11.051 0.0001 4.493425 2.751597 -0.12631441 ADM 1 0.161519 0.01214911 13.295 0.0001 7.212157 3.982629 0.14944737 DPTS 1 0.034702 0.00489252 7.093 0.0001 0.777051 1.133620 0.08864650 C2 1 -0.083404 0.04181420 -1.995 0.0462 0.065930 0.089648 -0.02568429 C3 1 -0.109537 0.03480305 -3.147 0.0017 0.115259 0.223201 -0.04505990 C4 1 -0.095191 0.03353769 -2.838 0.0046 0.091196 0.181524 -0.04222673 C5 1 -0.145013 0.04017939 -3.609 0.0003 0.068143 0.293506 -0.04681096 C6 1 -0.113098 0.03869403 -2.923 0.0035 0.020817 0.192502 -0.03888693 C7 1 -0.177015 0.03211854 -5.511 0.0001 0.747906 0.684415 -0.08631616 C8 1 0.443401 0.04079320 10.869 0.0001 4.935171 2.662127 0.13987925 C9 1 0.101523 0.03601268 2.819 0.0049 0.640293 0.179074 0.03941791 C10 1 0.274919 0.04389809 6.263 0.0001 1.625531 0.883749 0.07811690 C11 1 0.225928 0.03349511 6.745 0.0001 3.534326 1.025156 0.10138048 C12 1 -0.092862 0.05855326 -1.586 0.1129 0.000712 0.056675 -0.01814483 C13 1 -0.175695 0.03920708 -4.481 0.0001 0.143394 0.452481 -0.05920514 C14 1 -0.184177 0.04085249 -4.508 0.0001 0.129208 0.457978 -0.05810215 C15 1 -0.081037 0.05392889 -1.503 0.1331 0.000220 0.050878 -0.01769364 C16 1 -0.166718 0.05137199 -3.245 0.0012 0.052568 0.237313 -0.03816769 C17 1 -0.156820 0.05628848 -2.786 0.0054 0.074427 0.174895 -0.03249190 C18 1 0.043581 0.04292800 1.015 0.3101 0.192963 0.023224 0.01273897 C19 1 0.136728 0.03585410 3.813 0.0001 1.282071 0.327681 0.05389517 C20 1 0.075786 0.03255107 2.328 0.0200 1.051491 0.122140 0.03588095 C21 1 0.083043 0.03023563 2.747 0.0061 2.040885 0.169974 0.05120218 C22 1 0.108340 0.04174030 2.596 0.0095 0.873650 0.151801 0.03336312 C23 1 0.117097 0.03745069 3.127 0.0018 1.258266 0.220285 0.04257449 C24 1 0.116972 0.03329617 3.513 0.0005 2.091699 0.278092 0.05308108 C25 1 0.071632 0.05358559 1.337 0.1815 0.350691 0.040265 0.01564010 C26 1 0.065296 0.03164316 2.064 0.0392 1.665538 0.095946 0.03302841 C27 1 0.077584 0.04472315 1.735 0.0830 0.637112 0.067809 0.02139261 C28 1 -0.205097 0.03705894 -5.534 0.0001 0.020499 0.690150 -0.07963174 C29 1 -0.333689 0.03471078 -9.613 0.0001 0.239059 2.082411 -0.15798550 C30 1 -0.286612 0.06046012 -4.741 0.0001 0.000096827 0.506365 -0.05600256 C31 1 -0.152764 0.05609889 -2.723 0.0065 0.032800 0.167087 -0.03165140 C32 1 -0.305688 0.03160488 -9.672 0.0001 0.722800 2.107953 -0.16385342 C33 1 -0.254330 0.05434776 -4.680 0.0001 0.017628 0.493450 -0.05553054 C34 1 -0.185258 0.04814416 -3.848 0.0001 0.047967 0.333640 -0.04608217 C35 1 0.129317 0.07189822 1.799 0.0722 0.370382 0.072893 0.01999212 C36 1 -0.227437 0.04959021 -4.586 0.0001 0.000076041 0.473959 -0.05657395 C37 1 -0.242144 0.05210336 -4.647 0.0001 0.166001 0.486661 -0.05543542 C38 1 0.365985 0.03600671 10.164 0.0001 7.748246 2.327932 0.14209872 C39 1 -0.180242 0.05840128 -3.086 0.0021 0.008418 0.214623 -0.03521826 C40 1 -0.032069 0.15225680 -0.211 0.8332 0.012618 0.001000 -0.00221953 C41 1 -0.224770 0.03859743 -5.823 0.0001 0.128935 0.764135 -0.07728319 C42 1 -0.237183 0.05602437 -4.234 0.0001 0.072245 0.403855 -0.04914242 C43 1 -0.120714 0.04689236 -2.574 0.0101 0.002915 0.149322 -0.03115226 C44 1 -0.136972 0.04976205 -2.753 0.0060 0.000064788 0.170718 -0.03274342 C45 1 -0.188206 0.04818001 -3.906 0.0001 0.034097 0.343830 -0.04681543 C46 1 -0.182772 0.06186905 -2.954 0.0032 0.010174 0.196646 -0.03341518 C47 1 -0.229746 0.09071985 -2.532 0.0114 0.002492 0.144512 -0.02752699 C48 1 -0.230297 0.03186066 -7.228 0.0001 0.238806 1.177273 -0.11545783 C49 1 -0.294471 0.06596276 -4.464 0.0001 0.144221 0.449055 -0.04985620 C50 1 -0.221029 0.05573538 -3.966 0.0001 0.071046 0.354362 -0.04579536 C51 1 -0.158040 0.05867819 -2.693 0.0071 0.003625 0.163452 -0.03088014 C52 1 -0.254011 0.04474415 -5.677 0.0001 0.228697 0.726180 -0.07004000 C53 1 -0.201004 0.05148289 -3.904 0.0001 0.062599 0.343473 -0.04601697 C54 1 -0.112945 0.04832256 -2.337 0.0195 0.000876 0.123095 -0.02809449 C55 1 -0.292760 0.05393071 -5.428 0.0001 0.257280 0.663990 -0.06392133 C56 1 -0.196604 0.03373016 -5.829 0.0001 0.203572 0.765524 -0.08619282 C57 1 -0.255370 0.04853828 -5.261 0.0001 0.232940 0.623712 -0.06352235 C58 1 -0.126009 0.03033236 -4.154 0.0001 0.014607 0.388868 -0.07111557 C59 1 -0.061968 0.05146742 -1.204 0.2287 0.048940 0.032665 -0.01418682 C60 1 -0.292816 0.04302246 -6.806 0.0001 0.581389 1.043782 -0.08559133 Number of faculty by percent difference from predicted salary Model: All faculty: Dependent variable measured as log salary Parameter Standard T for H0: Standardized Variable DF Estimate Error Parameter=0 Prob > |T| Type I SS Type II SS Estimate C61 1 -0.206488 0.05173782 -3.991 0.0001 0.100890 0.358909 -0.04727255 C62 1 -0.087659 0.03963639 -2.212 0.0271 0.012046 0.110208 -0.02892481 C63 1 -0.052674 0.03181498 -1.656 0.0980 0.181475 0.061764 -0.02640771 C64 1 -0.235534 0.05623781 -4.188 0.0001 0.133840 0.395240 -0.04880063 C65 1 -0.480777 0.07928915 -6.064 0.0001 0.528332 0.828461 -0.06649786 C66 1 -0.168616 0.04166269 -4.047 0.0001 0.058044 0.369076 -0.05192531 C67 1 -0.245696 0.04747883 -5.175 0.0001 0.233980 0.603405 -0.06561376 C68 1 -0.172718 0.04233732 -4.080 0.0001 0.056762 0.375010 -0.05185583 C69 0 0 . . . . . . C70 1 -0.017329 0.05837129 -0.297 0.7666 0.048976 0.001986 -0.00338591 C71 1 -0.056633 0.04742226 -1.194 0.2325 0.016893 0.032135 -0.01461505 C72 1 -0.024512 0.03468554 -0.707 0.4798 0.218387 0.011253 -0.01021980 C73 1 0.085099 0.05150266 1.652 0.0986 0.434504 0.061517 0.01948216 C74 1 -0.172815 0.05345680 -3.233 0.0012 0.017231 0.235489 -0.03773265 C75 1 -0.175622 0.04832921 -3.634 0.0003 0.023197 0.297544 -0.04368529 C76 1 -0.201040 0.05341645 -3.764 0.0002 0.044248 0.319175 -0.04389532 C77 1 -0.168929 0.05568126 -3.034 0.0024 0.020450 0.207396 -0.03500061 C78 1 -0.087678 0.08023581 -1.093 0.2746 0.001258 0.026907 -0.01212707 C79 1 0.005825 0.09011170 0.065 0.9485 0.044864 0.000094159 0.00069794 C80 1 -0.030286 0.04014980 -0.754 0.4508 0.180325 0.012821 -0.00977657 C81 1 0.028543 0.03653661 0.781 0.4348 0.915518 0.013752 0.01073612 C82 0 0 . . . . . . C83 1 -0.095870 0.03845042 -2.493 0.0127 0.123778 0.140080 -0.03360698 C84 1 0.061773 0.04835344 1.278 0.2016 0.777978 0.036775 0.01536574 C85 1 -0.112177 0.04825674 -2.325 0.0202 0.163507 0.121760 -0.02790359 C86 1 -0.115689 0.04703282 -2.460 0.0140 0.165708 0.136330 -0.02985540 C87 1 -0.425706 0.03254113 -13.082 0.0001 3.856265 3.856265 -0.25636235 C88 0 0 . . . . . . C89 0 0 . . . . . . C90 0 0 . . . . . . Squared Squared Squared Squared Semi-partial Partial Semi-partial Partial Variance Variable DF Corr Type I Corr Type I Corr Type II Corr Type II Tolerance Inflation INTERCEP 1 . . . . . 0.00000000 PROF 1 0.42062370 0.42062370 0.07336880 0.27691141 0.24027487 4.16190006 ASSOC 1 0.03346110 0.05775365 0.01227919 0.06023213 0.44492789 2.24755524 PHD 1 0.06872984 0.12589838 0.00065625 0.00341365 0.41175888 2.42860581 SEX 1 0.01256589 0.02633335 0.00045967 0.00239357 0.77317657 1.29336563 R1 1 0.00002051 0.00004414 0.00000035 0.00000182 0.94061592 1.06313319 R3 1 0.00068579 0.00147609 0.00004831 0.00025209 0.89130661 1.12194838 R4 1 0.00177730 0.00383110 0.00000426 0.00002221 0.87011398 1.14927472 R5 1 0.00079902 0.00172897 0.00002408 0.00012566 0.85050489 1.17577220 YRSDEGR 1 0.00011999 0.00026008 0.00164571 0.00851678 0.39550985 2.52838202 RANK1 1 0.02153646 0.04669486 0.01318808 0.06440331 0.82656259 1.20982974 ADM 1 0.03456702 0.07861852 0.01908827 0.09060594 0.85465346 1.17006488 DPTS 1 0.00372431 0.00919326 0.00543331 0.02757764 0.69141864 1.44630177 C2 1 0.00031599 0.00078725 0.00042967 0.00223770 0.65133050 1.53531886 C3 1 0.00055242 0.00137737 0.00106978 0.00555280 0.52688060 1.89796322 C4 1 0.00043709 0.00109131 0.00087002 0.00452065 0.48792836 2.04948120 C5 1 0.00032660 0.00081633 0.00140674 0.00728912 0.64197645 1.55768954 C6 1 0.00009977 0.00024958 0.00092264 0.00479275 0.61013473 1.63898225 C7 1 0.00358462 0.00896925 0.00328032 0.01683377 0.44028348 2.27126396 C8 1 0.02365370 0.05972062 0.01275926 0.06243995 0.65210715 1.53349031 C9 1 0.00306885 0.00824032 0.00085828 0.00445992 0.55238617 1.81032772 C10 1 0.00779098 0.02109376 0.00423570 0.02163049 0.69412159 1.44066978 C11 1 0.01693961 0.04685157 0.00491345 0.02500501 0.47805521 2.09180859 C12 1 0.00000341 0.00000991 0.00027164 0.00141582 0.82505023 1.21204742 C13 1 0.00068727 0.00199431 0.00216869 0.01119300 0.61869748 1.61629881 C14 1 0.00061928 0.00180060 0.00219504 0.01132745 0.65021558 1.53795145 C15 1 0.00000106 0.00000308 0.00024385 0.00127121 0.77892568 1.28381952 C16 1 0.00025195 0.00073390 0.00113741 0.00590182 0.78077705 1.28077536 C17 1 0.00035672 0.00103982 0.00083825 0.00435629 0.79400673 1.25943517 C18 1 0.00092485 0.00269871 0.00011131 0.00058064 0.68589268 1.45795404 C19 1 0.00614482 0.01797914 0.00157054 0.00813093 0.54068987 1.84948907 C20 1 0.00503967 0.01501556 0.00058540 0.00304627 0.45470217 2.19924174 C21 1 0.00978172 0.02958864 0.00081466 0.00423422 0.31074327 3.21809061 C22 1 0.00418730 0.01305233 0.00072756 0.00378323 0.65363898 1.52989651 C23 1 0.00603072 0.01904711 0.00105580 0.00548066 0.58248203 1.71679117 C24 1 0.01002527 0.03227807 0.00133286 0.00690895 0.47304838 2.11394867 C25 1 0.00168082 0.00559220 0.00019298 0.00100629 0.78893814 1.26752650 C26 1 0.00798273 0.02670841 0.00045986 0.00239452 0.42154820 2.37220798 C27 1 0.00305360 0.01049703 0.00032500 0.00169350 0.71016107 1.40813125 Number of faculty by percent difference from predicted salary Model: All faculty: Dependent variable measured as log salary Squared Squared Squared Squared Semi-partial Partial Semi-partial Partial Variance Variable DF Corr Type I Corr Type I Corr Type II Corr Type II Tolerance Inflation C28 1 0.00009825 0.00034132 0.00330781 0.01697242 0.52163624 1.91704473 C29 1 0.00114578 0.00398187 0.00998075 0.04951604 0.39987911 2.50075578 C30 1 0.00000046 0.00000162 0.00242695 0.01250925 0.77382817 1.29227655 C31 1 0.00015721 0.00054851 0.00080083 0.00416262 0.79938276 1.25096519 C32 1 0.00346430 0.01209404 0.01010317 0.05009297 0.37631088 2.65737733 C33 1 0.00008449 0.00029857 0.00236505 0.01219408 0.76696542 1.30383975 C34 1 0.00022990 0.00081266 0.00159910 0.00827757 0.75302448 1.32797808 C35 1 0.00177520 0.00628016 0.00034937 0.00182025 0.87411287 1.14401703 C36 1 0.00000036 0.00000130 0.00227163 0.01171807 0.70974839 1.40895000 C37 1 0.00079562 0.00283249 0.00233251 0.01202833 0.75901146 1.31750316 C38 1 0.03713643 0.13258436 0.01115750 0.05503281 0.55256927 1.80972786 C39 1 0.00004035 0.00016607 0.00102866 0.00534055 0.82935003 1.20576350 C40 1 0.00006048 0.00024896 0.00000479 0.00002501 0.97250183 1.02827570 C41 1 0.00061797 0.00254456 0.00366241 0.01875778 0.61319279 1.63080848 C42 1 0.00034626 0.00142940 0.00193563 0.01000218 0.80151061 1.24764412 C43 1 0.00001397 0.00005776 0.00071568 0.00372168 0.73746478 1.35599697 C44 1 0.00000031 0.00000128 0.00081823 0.00425269 0.76318238 1.31030278 C45 1 0.00016342 0.00067562 0.00164794 0.00852823 0.75190430 1.32995648 C46 1 0.00004876 0.00020174 0.00094250 0.00489541 0.84410124 1.18469202 C47 1 0.00001194 0.00004942 0.00069263 0.00360222 0.91407673 1.09400006 C48 1 0.00114457 0.00473635 0.00564253 0.02860921 0.42327945 2.36250544 C49 1 0.00069124 0.00287402 0.00215227 0.01110919 0.86587991 1.15489457 C50 1 0.00034051 0.00141987 0.00169842 0.00878717 0.80984380 1.23480603 C51 1 0.00001738 0.00007256 0.00078341 0.00407243 0.82154075 1.21722507 C52 1 0.00109612 0.00457741 0.00348050 0.01784269 0.70949450 1.40945421 C53 1 0.00030003 0.00125869 0.00164623 0.00851946 0.77741693 1.28631107 C54 1 0.00000420 0.00001765 0.00058998 0.00307002 0.74747467 1.33783797 C55 1 0.00123311 0.00517978 0.00318243 0.01633960 0.77887331 1.28390586 C56 1 0.00097570 0.00411984 0.00366907 0.01879123 0.49387109 2.02481986 C57 1 0.00111646 0.00473367 0.00298938 0.01536366 0.74084548 1.34980914 C58 1 0.00007001 0.00029825 0.00186380 0.00963456 0.36852683 2.71350662 C59 1 0.00023457 0.00099957 0.00015656 0.00081652 0.77788416 1.28553845 C60 1 0.00278653 0.01188625 0.00500272 0.02544777 0.68288413 1.46437726 C61 1 0.00048355 0.00208746 0.00172021 0.00889892 0.76977451 1.29908173 C62 1 0.00005774 0.00024977 0.00052821 0.00274948 0.63134591 1.58391776 C63 1 0.00086979 0.00376360 0.00029603 0.00154277 0.42449587 2.35573552 C64 1 0.00064148 0.00278619 0.00189434 0.00979089 0.79543811 1.25716884 C65 1 0.00253223 0.01102919 0.00397072 0.02030476 0.89795304 1.11364398 C66 1 0.00027820 0.00122521 0.00176894 0.00914869 0.65607639 1.52421276 C67 1 0.00112144 0.00494497 0.00289205 0.01487090 0.67176310 1.48862002 C68 1 0.00027205 0.00120558 0.00179738 0.00929441 0.66841175 1.49608381 C69 0 . . . . . . C70 1 0.00023473 0.00104146 0.00000952 0.00004968 0.83020251 1.20452539 C71 1 0.00008097 0.00035961 0.00015402 0.00080329 0.72107592 1.38681651 C72 1 0.00104670 0.00465048 0.00005394 0.00028144 0.51640147 1.93647785 C73 1 0.00208252 0.00929585 0.00029485 0.00153661 0.77682006 1.28729941 C74 1 0.00008258 0.00037210 0.00112867 0.00585672 0.79274432 1.26144077 C75 1 0.00011118 0.00050112 0.00142609 0.00738864 0.74726912 1.33820598 C76 1 0.00021207 0.00095636 0.00152977 0.00792154 0.79394256 1.25953696 C77 1 0.00009801 0.00044243 0.00099402 0.00516163 0.81141903 1.23240886 C78 1 0.00000603 0.00002722 0.00012896 0.00067267 0.87688908 1.14039508 C79 1 0.00021503 0.00097107 0.00000045 0.00000236 0.92645627 1.07938176 C80 1 0.00086428 0.00390686 0.00006145 0.00032065 0.64292321 1.55539570 C81 1 0.00438797 0.01991311 0.00006591 0.00034390 0.57181287 1.74882388 C82 0 . . . . . . C83 1 0.00059325 0.00274695 0.00067139 0.00349214 0.59444742 1.68223458 C84 1 0.00372876 0.01731291 0.00017626 0.00091915 0.74652042 1.33954809 C85 1 0.00078367 0.00370274 0.00058358 0.00303681 0.74951506 1.33419601 C86 1 0.00079422 0.00376654 0.00065342 0.00339898 0.73306671 1.36413233 C87 1 0.01848263 0.08798407 0.01848263 0.08798407 0.28122580 3.55586148 C88 0 . . . . . . C89 0 . . . . . . C90 0 . . . . . .