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 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 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 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 . . . . . .