2000-01 FACULTY EQUITY REGRESSION MODEL                        Division of Management Information  PN 99038            4
Assistant Salary Limited to +/- 10% of UI Assistant Salaries
Model: Full Professors

Descriptive Statistics

Variables                 Sum                Mean      Uncorrected SS            Variance       Std Deviation

INTERCEP                  899                   1                 899                   0                   0
ASSTSAL           49728679.55        55315.550111        2.8865678E12        151223359.44        12297.290736
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
CR3                        17        0.0189098999                  17        0.0185729752        0.1362827031
CR1                         0                   0                   0                   0                   0
CR5                        15        0.0166852058                  15        0.0164250801        0.1281603686
CR4                        73        0.0812013348                  73        0.0746907601        0.2732961033
CSEX                      783        0.8709677419                 783        0.1125080825        0.3354222451
CYRSFULL               8072.3        8.9791991101           106831.13        38.249822966         6.184644126
ACTUAL               85648216        95270.540601        8.8164129E12        731248344.19         27041.60395


Correlation

CORR             ASSTSAL            CADM           CDPTS          CRANK1            CPHD            CLIB        CYRSDEGR

ASSTSAL           1.0000          0.0736          0.0142         -0.0788          0.3199         -0.2006         -0.1605
CADM              0.0736          1.0000          0.1999         -0.0573         -0.0180          0.0515         -0.0051
CDPTS             0.0142          0.1999          1.0000          0.0289          0.1659         -0.0707         -0.0478
CRANK1           -0.0788         -0.0573          0.0289          1.0000          0.0480          0.0420         -0.0385
CPHD              0.3199         -0.0180          0.1659          0.0480          1.0000         -0.3296         -0.1456
CLIB             -0.2006          0.0515         -0.0707          0.0420         -0.3296          1.0000         -0.0159
CYRSDEGR         -0.1605         -0.0051         -0.0478         -0.0385         -0.1456         -0.0159          1.0000
CR3               0.0407          0.0463          0.0194         -0.0399         -0.0185         -0.0187         -0.0534
CR1               0.0000          0.0000          0.0000          0.0000          0.0000          0.0000          0.0000
CR5              -0.0528         -0.0356         -0.0479         -0.0364         -0.0249          0.0481         -0.0654
CR4               0.1072         -0.0363         -0.0031         -0.0221          0.0436          0.0216         -0.0604
CSEX              0.1872          0.0143         -0.0211         -0.0059          0.1407         -0.1741          0.1099
CYRSFULL         -0.1930         -0.0849          0.0084          0.7347         -0.0173          0.0799          0.0234
ACTUAL            0.5877          0.3453          0.2034         -0.2368          0.2868         -0.1824          0.0031


CORR                 CR3             CR1             CR5             CR4            CSEX        CYRSFULL          ACTUAL

ASSTSAL           0.0407          0.0000         -0.0528          0.1072          0.1872         -0.1930          0.5877
CADM              0.0463          0.0000         -0.0356         -0.0363          0.0143         -0.0849          0.3453
CDPTS             0.0194          0.0000         -0.0479         -0.0031         -0.0211          0.0084          0.2034
CRANK1           -0.0399          0.0000         -0.0364         -0.0221         -0.0059          0.7347         -0.2368
CPHD             -0.0185          0.0000         -0.0249          0.0436          0.1407         -0.0173          0.2868
CLIB             -0.0187          0.0000          0.0481          0.0216         -0.1741          0.0799         -0.1824
CYRSDEGR         -0.0534          0.0000         -0.0654         -0.0604          0.1099          0.0234          0.0031
CR3               1.0000          0.0000         -0.0181         -0.0413         -0.0440         -0.0344          0.0096
CR1               0.0000          1.0000          0.0000          0.0000          0.0000          0.0000          0.0000
CR5              -0.0181          0.0000          1.0000         -0.0387         -0.0276         -0.0181         -0.0475
CR4              -0.0413          0.0000         -0.0387          1.0000          0.0172         -0.0543          0.0669
CSEX             -0.0440          0.0000         -0.0276          0.0172          1.0000         -0.1007          0.1892
CYRSFULL         -0.0344          0.0000         -0.0181         -0.0543         -0.1007          1.0000         -0.4402
ACTUAL            0.0096          0.0000         -0.0475          0.0669          0.1892         -0.4402          1.0000

Model: PROF
Dependent Variable: ACTUAL

Analysis of Variance

                         Sum of         Mean
Source          DF      Squares       Square      F Value       Prob>F

Model           12 385612875990  32134406332      105.041       0.0001
Error          886 271048137090 305923405.29
C Total        898 656661013079

    Root MSE   17490.66623     R-square       0.5872
    Dep Mean   95270.54060     Adj R-sq       0.5816
    C.V.          18.35895

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
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         18113  4464.4748112         4.057        0.0001  8.1597518E12    5035395987    0.00000000
ASSTSAL    1      1.033801    0.05290416        19.541        0.0001  226827266311  116817301901    0.47012578
CADM       1         18824  1609.7890783        11.693        0.0001   60213784476   41829615108    0.26105751
CDPTS      1   3730.994632  639.09378678         5.838        0.0001   12407070826   10426361111    0.13125498
CRANK1     1   6149.079106  1847.7991681         3.328        0.0009   21635490296    3387843426    0.10737260
CPHD       1         11057  2417.1364349         4.574        0.0001    7514944425    6401519196    0.11174737
CLIB       1  -4457.457758  4777.5205265        -0.933        0.3511    1103000260     266306676   -0.02180606
CYRSDEGR   1    389.229630   78.17648653         4.979        0.0001    6775006696    7583543738    0.11190747
CR3        1  -4879.157412  4312.5655604        -1.131        0.2582     492433794     391589414   -0.02458969
CR1        0             0     .                  .            .                 .             .     .
CR5        1    257.664617  4592.6994262         0.056        0.9553         51013        962911    0.00122117
CR4        1    765.950195  2160.9993655         0.354        0.7231     212891402      38433018    0.00774108
CSEX       1   2188.540409  1826.4597342         1.198        0.2311    2064953593     439239754    0.02714651
CYRSFULL   1  -1765.947244  143.44464580       -12.311        0.0001   46365982897   46365982897   -0.40388711

                   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
ASSTSAL    1    0.34542521    0.34542521    0.17789590    0.30117997    0.80489235    1.24240217
CADM       1    0.09169691    0.14008622    0.06370047    0.13369316    0.93469572    1.06986689
CDPTS      1    0.01889418    0.03356710    0.01587784    0.03704194    0.92163715    1.08502571
CRANK1     1    0.03294773    0.06056750    0.00515920    0.01234475    0.44750221    2.23462585
CPHD       1    0.01144418    0.02239407    0.00974859    0.02307272    0.78066941    1.28095195
CLIB       1    0.00167971    0.00336217    0.00040555    0.00098154    0.85287736    1.17250152
CYRSDEGR   1    0.01031736    0.02072124    0.01154864    0.02721709    0.92217383    1.08439426
CR3        1    0.00074991    0.00153797    0.00059633    0.00144264    0.98624195    1.01394998
CR1        0     .             .             .             .             .             .
CR5        1    0.00000008    0.00000016    0.00000147    0.00000355    0.98331537    1.01696774
CR4        1    0.00032420    0.00066593    0.00005853    0.00014177    0.97669780    1.02385815
CSEX       1    0.00314463    0.00646350    0.00066890    0.00161790    0.90767932    1.10171068
CYRSFULL   1    0.07060870    0.14607410    0.07060870    0.14607410    0.43285083    2.31026472

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  ASSTSAL   CADM      CDPTS     CRANK1    CPHD      CLIB      CYRSDEGR  CR3

     1     7.29409     1.00000    0.0003    0.0007    0.0031    0.0032    0.0021    0.0011    0.0003    0.0013    0.0004
     2     1.05449     2.63005    0.0000    0.0001    0.0023    0.0005    0.0003    0.0003    0.3846    0.0000    0.1426
     3     1.01175     2.68503    0.0000    0.0000    0.0588    0.0001    0.0003    0.0001    0.0467    0.0000    0.5283
     4     0.97272     2.73837    0.0000    0.0000    0.0557    0.0000    0.0000    0.0004    0.3260    0.0000    0.0181
     5     0.89319     2.85768    0.0000    0.0000    0.0567    0.0005    0.0012    0.0000    0.0017    0.0001    0.2491
     6     0.81138     2.99830    0.0000    0.0000    0.6479    0.0017    0.0108    0.0000    0.0409    0.0001    0.0461
     7     0.43474     4.09609    0.0012    0.0040    0.1200    0.0136    0.1143    0.0045    0.0565    0.0078    0.0036
     8     0.20193     6.01021    0.0006    0.0035    0.0431    0.8304    0.0002    0.0001    0.0003    0.0165    0.0005
     9     0.10519     8.32727    0.0019    0.0046    0.0015    0.0019    0.3010    0.0174    0.0309    0.2815    0.0000
    10     0.09193     8.90739    0.0039    0.0573    0.0015    0.1064    0.0057    0.2353    0.0063    0.0518    0.0035
    11     0.07467     9.88347    0.0008    0.0000    0.0008    0.0002    0.5607    0.0176    0.0066    0.2453    0.0000
    12     0.04069    13.38814    0.0154    0.4509    0.0074    0.0051    0.0031    0.6646    0.0325    0.0721    0.0063
    13     0.01322    23.48590    0.9759    0.4790    0.0011    0.0364    0.0003    0.0585    0.0668    0.3235    0.0014
    14       1E-12     2700758    0.0000    0.0000    0.0000    0.0000    0.0000    0.0000    0.0000    0.0000    0.0000

        Var Prop  Var Prop  Var Prop  Var Prop  Var Prop
Number  CR1       CR5       CR4       CSEX      CYRSFULL

     1    0.0000    0.0003    0.0017    0.0019    0.0020
     2    0.0000    0.3092    0.0020    0.0002    0.0006
     3    0.0000    0.0775    0.2014    0.0002    0.0001
     4    0.0000    0.4327    0.0787    0.0005    0.0000
     5    0.0000    0.0981    0.5958    0.0000    0.0013
     6    0.0000    0.0579    0.0653    0.0000    0.0119
     7    0.0000    0.0093    0.0371    0.0174    0.0977
     8    0.0000    0.0007    0.0002    0.0696    0.0001
     9    0.0000    0.0001    0.0067    0.1788    0.2398
    10    0.0000    0.0020    0.0068    0.4893    0.0000
    11    0.0000    0.0016    0.0000    0.2115    0.5976
    12    0.0000    0.0000    0.0041    0.0193    0.0090
    13    0.0000    0.0105    0.0003    0.0113    0.0399
    14    1.0000    0.0000    0.0000    0.0000    0.0000

NOTE: Singularities or near singularities caused grossly large variance calculations. To provide diagnostics,
      eigenvalues are inflated to a minimum of 1e-12.