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     .             .             .             .             .             .