2000-01 FACULTY EQUITY REGRESSION MODEL                        Division of Management Information  PN 99038            7
Assistant Salary Limited to +/- 10% of UI Assistant Salaries
Model: Associate Professors

Descriptive Statistics

Variables                 Sum                Mean      Uncorrected SS            Variance       Std Deviation

INTERCEP                  539                   1                 539                   0                   0
ASSTSAL           28523119.97        52918.589926        1.5927207E12           154865127        12444.481789
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
CR3                        21         0.038961039                  21        0.0375126732        0.1936818866
CR1                         0                   0                   0                   0                   0
CR5                        17        0.0315398887                  17        0.0306018994        0.1749339859
CR4                        46        0.0853432282                  46        0.0782048541        0.2796513081
CSEX                      369        0.6846011132                 369        0.2163237718        0.4651061941
CYRSASSO               3106.3        5.7630797774            25302.65         13.75612507        3.7089250558
ACTUAL               35445551        65761.690167        2.4600996E12         240037683.7        15493.149573


Correlation

CORR             ASSTSAL            CADM           CDPTS          CRANK1            CPHD            CLIB        CYRSDEGR

ASSTSAL           1.0000         -0.0113          0.0369         -0.0567          0.3375         -0.3322         -0.1901
CADM             -0.0113          1.0000          0.1081          0.0465         -0.1560          0.0872          0.0521
CDPTS             0.0369          0.1081          1.0000          0.1323          0.1804         -0.1239         -0.0946
CRANK1           -0.0567          0.0465          0.1323          1.0000         -0.0300         -0.0257          0.0646
CPHD              0.3375         -0.1560          0.1804         -0.0300          1.0000         -0.5132         -0.2511
CLIB             -0.3322          0.0872         -0.1239         -0.0257         -0.5132          1.0000          0.1325
CYRSDEGR         -0.1901          0.0521         -0.0946          0.0646         -0.2511          0.1325          1.0000
CR3              -0.0475         -0.0261         -0.0181         -0.1140         -0.0138         -0.0128         -0.0014
CR1               0.0000          0.0000          0.0000          0.0000          0.0000          0.0000          0.0000
CR5               0.0180         -0.0161         -0.0312          0.0530         -0.0310          0.0405         -0.0665
CR4               0.1641         -0.0202          0.0508         -0.0396          0.0723         -0.0519         -0.1787
CSEX              0.1790         -0.0550         -0.0738         -0.0608          0.1165         -0.2345          0.0537
CYRSASSO         -0.1675          0.0674          0.0551          0.6984         -0.1794          0.1523          0.2324
ACTUAL            0.7864          0.1172          0.0509         -0.1901          0.3016         -0.2673         -0.2119


CORR                 CR3             CR1             CR5             CR4            CSEX        CYRSASSO          ACTUAL

ASSTSAL          -0.0475          0.0000          0.0180          0.1641          0.1790         -0.1675          0.7864
CADM             -0.0261          0.0000         -0.0161         -0.0202         -0.0550          0.0674          0.1172
CDPTS            -0.0181          0.0000         -0.0312          0.0508         -0.0738          0.0551          0.0509
CRANK1           -0.1140          0.0000          0.0530         -0.0396         -0.0608          0.6984         -0.1901
CPHD             -0.0138          0.0000         -0.0310          0.0723          0.1165         -0.1794          0.3016
CLIB             -0.0128          0.0000          0.0405         -0.0519         -0.2345          0.1523         -0.2673
CYRSDEGR         -0.0014          0.0000         -0.0665         -0.1787          0.0537          0.2324         -0.2119
CR3               1.0000          0.0000         -0.0363         -0.0615         -0.0697         -0.0518         -0.0140
CR1               0.0000          1.0000          0.0000          0.0000          0.0000          0.0000          0.0000
CR5              -0.0363          0.0000          1.0000         -0.0551         -0.0374          0.0092         -0.0395
CR4              -0.0615          0.0000         -0.0551          1.0000          0.1073         -0.0600          0.1041
CSEX             -0.0697          0.0000         -0.0374          0.1073          1.0000         -0.2109          0.1466
CYRSASSO         -0.0518          0.0000          0.0092         -0.0600         -0.2109          1.0000         -0.2564
ACTUAL           -0.0140          0.0000         -0.0395          0.1041          0.1466         -0.2564          1.0000

Model: ASSC
Dependent Variable: ACTUAL

Analysis of Variance

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

Model           12  86254969715 7187914142.9       88.162       0.0001
Error          526  42885304118 81530996.422
C Total        538 129140273833

    Root MSE    9029.45161     R-square       0.6679
    Dep Mean   65761.69017     Adj R-sq       0.6603
    C.V.          13.73056

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         20070  2794.6124254         7.182        0.0001  2.3309593E12    4205257946    0.00000000
ASSTSAL    1      0.943403    0.03484282        27.076        0.0001   79871242236   59770971277    0.75776435
CADM       1   7871.500568  1442.3517058         5.457        0.0001    2052959662    2428261574    0.14067018
CDPTS      1    293.705828  526.49323666         0.558        0.5772       8679267      25372443    0.01465765
CRANK1     1  -5234.476399  1518.5129907        -3.447        0.0006    3066646299     968795736   -0.12667990
CPHD       1   2193.688159  1481.9042397         1.480        0.1394     381868927     178662025    0.04615253
CLIB       1    560.999737  1954.5267411         0.287        0.7742        309545       6716837    0.00881095
CYRSDEGR   1   -124.528520   58.02823732        -2.146        0.0323     330306755     375475534   -0.05920925
CR3        1    551.352499  2039.1020745         0.270        0.7870      10935904       5960786    0.00689253
CR1        0             0     .                  .            .                 .             .     .
CR5        1  -4253.391949  2249.3016341        -1.891        0.0592     254638762     291540008   -0.04802528
CR4        1  -2303.978404  1443.7127658        -1.596        0.1111     205451181     207643320   -0.04158680
CSEX       1    286.637304  905.90688526         0.316        0.7518      20361930       8162460    0.00860489
CYRSASSO   1   -127.435617  160.23478887        -0.795        0.4268      51569245      51569245   -0.03050698

                   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    0.61848438    0.61848438    0.46283758    0.58224372    0.80604683    1.24062270
CADM       1    0.01589713    0.04166836    0.01880329    0.05358796    0.95023212    1.05237444
CDPTS      1    0.00006721    0.00018382    0.00019647    0.00059129    0.91447537    1.09352316
CRANK1     1    0.02374663    0.06496115    0.00750189    0.02209134    0.46747144    2.13916810
CPHD       1    0.00295701    0.00865117    0.00138347    0.00414876    0.64950057    1.53964453
CLIB       1    0.00000240    0.00000707    0.00005201    0.00015660    0.66997406    1.49259511
CYRSDEGR   1    0.00255774    0.00754839    0.00290750    0.00867935    0.82935561    1.20575540
CR3        1    0.00008468    0.00025182    0.00004616    0.00013897    0.97159334    1.02923719
CR1        0     .             .             .             .             .             .
CR5        1    0.00197180    0.00586491    0.00225755    0.00675223    0.97880616    1.02165275
CR4        1    0.00159091    0.00475993    0.00160789    0.00481850    0.92970501    1.07560999
CSEX       1    0.00015767    0.00047400    0.00006321    0.00019030    0.85362889    1.17146925
CYRSASSO   1    0.00039933    0.00120105    0.00039933    0.00120105    0.42907255    2.33060818

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     7.18987     1.00000    0.0004    0.0008    0.0019    0.0029    0.0014    0.0013    0.0007    0.0022    0.0007
     2     1.12645     2.52642    0.0000    0.0002    0.1087    0.0003    0.0001    0.0021    0.2841    0.0006    0.0002
     3     1.00541     2.67417    0.0000    0.0000    0.0047    0.0000    0.0001    0.0000    0.0005    0.0004    0.7243
     4     0.98224     2.70552    0.0000    0.0000    0.1804    0.0000    0.0000    0.0004    0.0328    0.0000    0.0114
     5     0.85469     2.90038    0.0000    0.0000    0.2777    0.0007    0.0001    0.0005    0.2294    0.0000    0.0554
     6     0.81976     2.96153    0.0001    0.0000    0.3775    0.0000    0.0010    0.0001    0.0233    0.0029    0.1661
     7     0.37675     4.36852    0.0003    0.0016    0.0043    0.0024    0.0264    0.0013    0.0813    0.0023    0.0016
     8     0.24584     5.40797    0.0010    0.0041    0.0046    0.2908    0.0121    0.0326    0.0267    0.0220    0.0109
     9     0.15149     6.88920    0.0026    0.0060    0.0005    0.1477    0.0398    0.0056    0.0398    0.4664    0.0105
    10     0.12796     7.49591    0.0035    0.0380    0.0197    0.5058    0.0116    0.1497    0.0455    0.2177    0.0001
    11     0.05582    11.34932    0.0036    0.0256    0.0050    0.0069    0.6879    0.2078    0.0071    0.0104    0.0021
    12     0.04868    12.15311    0.0125    0.4062    0.0150    0.0043    0.1779    0.4877    0.0552    0.0901    0.0027
    13     0.01503    21.87438    0.9760    0.5175    0.0001    0.0382    0.0417    0.1107    0.1738    0.1850    0.0138
    14       1E-12     2681394    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      CYRSASSO

     1    0.0000    0.0007    0.0018    0.0037    0.0019
     2    0.0000    0.0767    0.1234    0.0080    0.0019
     3    0.0000    0.0795    0.1048    0.0003    0.0000
     4    0.0000    0.6242    0.0672    0.0003    0.0001
     5    0.0000    0.0025    0.3473    0.0007    0.0000
     6    0.0000    0.1939    0.2576    0.0004    0.0028
     7    0.0000    0.0002    0.0270    0.3009    0.1170
     8    0.0000    0.0010    0.0096    0.2540    0.0726
     9    0.0000    0.0021    0.0272    0.3140    0.0154
    10    0.0000    0.0099    0.0136    0.0348    0.0002
    11    0.0000    0.0066    0.0006    0.0694    0.6718
    12    0.0000    0.0018    0.0197    0.0033    0.1164
    13    0.0000    0.0007    0.0004    0.0101    0.0000
    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.