Response Exper

Whole Model

Regression Plot





Actual by Predicted Plot



Summary of Fit

RSquare0.177131
RSquare Adj0.170727
Root Mean Square Error5.662489
Mean of Response10.26154
Observations (or Sum Wgts)260

Analysis of Variance

SourceDFSum of SquaresMean SquareF Ratio
Model21773.824886.91227.6609
Error2578240.39232.064Prob > F
C. Total25910014.215<.0001

Parameter Estimates

Term EstimateStd Errort RatioProb>|t|
Intercept-21.33768.834662-2.420.0164
SEX[Female]-1.8383670.384434-4.78<.0001
Log Sal 852.6256240.7436493.530.0005

Effect Tests

SourceNparmDFSum of SquaresF RatioProb > F
SEX11733.2218822.8676<.0001
Log Sal 8511399.7093512.46610.0005

Residual by Predicted Plot




SEX

Leverage Plot



Least Squares Means Table

LevelLeast Sq Mean Std ErrorMean
Female8.0837800.575080327.4906
male11.7605150.4707233312.1688

Log Sal 85

Leverage Plot




Response Exper

Whole Model

Actual by Predicted Plot



Summary of Fit

RSquare0.637128
RSquare Adj0.624065
Root Mean Square Error3.812547
Mean of Response10.26154
Observations (or Sum Wgts)260

Analysis of Variance

SourceDFSum of SquaresMean SquareF Ratio
Model96380.337708.92648.7720
Error2503633.87914.536Prob > F
C. Total25910014.215<.0001

Parameter Estimates

Term EstimateStd Errort RatioProb>|t|
Intercept-225.298813.49559-16.69<.0001
SEX[Female]-0.4694970.273985-1.710.0878
Log Sal 8519.9339241.14615917.39<.0001
Dept name[Genetics]2.00959990.7539492.670.0082
Dept name[Medicine]-5.0624260.520647-9.72<.0001
Dept name[Pediatrics]0.59579590.6744630.880.3779
Dept name[Physiology]9.04863830.73689712.28<.0001
Dept name[Surgery]-13.082430.920991-14.20<.0001
Clin[0]2.26518480.340296.66<.0001
Cert[0]1.45778660.3317994.39<.0001

Effect Tests

SourceNparmDFSum of SquaresF RatioProb > F
SEX1142.68172.93640.0878
Log Sal 85114396.6936302.4794<.0001
Dept name553681.815150.6596<.0001
Clin11644.078844.3107<.0001
Cert11280.587919.3036<.0001

Residual by Predicted Plot




SEX

Leverage Plot



Least Squares Means Table

LevelLeast Sq Mean Std ErrorMean
Female11.5579850.474136257.4906
male12.4969780.3701030212.1688

Log Sal 85

Leverage Plot




Dept name

Leverage Plot



Least Squares Means Table

LevelLeast Sq Mean Std ErrorMean
Genetics14.037080.867139239.7143
Medicine6.965060.516089499.7215
Pediatrics12.623280.818985517.4000
Physiology21.076120.8648215310.5750
Surgery-1.054950.8942244610.6500
biochem / mol bio18.518310.6986933412.5000

Clin

Leverage Plot



Least Squares Means Table

LevelLeast Sq Mean Std ErrorMean
014.2926660.5408447410.8200
19.7622970.388236209.9125

Cert

Leverage Plot



Least Squares Means Table

LevelLeast Sq Mean Std ErrorMean
013.4852680.568847209.3333
110.5696950.3289974310.6170

Response Prate

Whole Model

Regression Plot





Actual by Predicted Plot



Summary of Fit

RSquare0.628703
RSquare Adj0.625814
Root Mean Square Error1.22514
Mean of Response4.176923
Observations (or Sum Wgts)260

Analysis of Variance

SourceDFSum of SquaresMean SquareF Ratio
Model2653.1731326.587217.5841
Error257385.74851.501Prob > F
C. Total2591038.9215<.0001

Parameter Estimates

Term EstimateStd Errort RatioProb>|t|
Intercept41.3209381.91147321.62<.0001
SEX[Female]-1.1707160.083176-14.08<.0001
Log Sal 85-3.1380190.160896-19.50<.0001

Effect Tests

SourceNparmDFSum of SquaresF RatioProb > F
SEX11297.35390198.1082<.0001
Log Sal 8511570.93994380.3815<.0001

Residual by Predicted Plot




SEX

Leverage Plot



Least Squares Means Table

LevelLeast Sq Mean Std ErrorMean
Female2.79007540.124424723.49906
male5.13150650.101845984.64351

Log Sal 85

Leverage Plot




Response Prate

Whole Model

Actual by Predicted Plot



Summary of Fit

RSquare0.942134
RSquare Adj0.94005
Root Mean Square Error0.490382
Mean of Response4.176923
Observations (or Sum Wgts)260

Analysis of Variance

SourceDFSum of SquaresMean SquareF Ratio
Model9978.8029108.756452.2550
Error25060.11870.240Prob > F
C. Total2591038.9215<.0001

Parameter Estimates

Term EstimateStd Errort RatioProb>|t|
Intercept4.33741111.7358462.500.0131
SEX[Female]-0.7890750.035241-22.39<.0001
Log Sal 85-0.0034670.147423-0.020.9813
Clin[0]1.00661390.04376923.00<.0001
Cert[0]-0.0336190.042677-0.790.4316
Dept name[Genetics]0.54963720.0969755.67<.0001
Dept name[Medicine]-0.6537690.066967-9.76<.0001
Dept name[Pediatrics]-1.0129710.086752-11.68<.0001
Dept name[Physiology]1.34028150.09478214.14<.0001
Dept name[Surgery]-1.5668390.118461-13.23<.0001

Effect Tests

SourceNparmDFSum of SquaresF RatioProb > F
SEX11120.56274501.3532<.0001
Log Sal 85110.000130.00060.9813
Clin11127.19136528.9179<.0001
Cert110.149230.62060.4316
Dept name55123.03874102.3299<.0001

Residual by Predicted Plot




SEX

Leverage Plot



Least Squares Means Table

LevelLeast Sq Mean Std ErrorMean
Female3.50705990.060984943.49906
male5.08521060.047603854.64351

Log Sal 85

Leverage Plot




Clin

Leverage Plot



Least Squares Means Table

LevelLeast Sq Mean Std ErrorMean
05.30274920.069565206.16400
13.28952130.049936202.93500

Cert

Leverage Plot



Least Squares Means Table

LevelLeast Sq Mean Std ErrorMean
04.26251600.073166975.23611
14.32975450.042316713.77128

Dept name

Leverage Plot



Least Squares Means Table

LevelLeast Sq Mean Std ErrorMean
Genetics4.84577240.111534264.65714
Medicine3.64236620.066381103.17848
Pediatrics3.28316400.105340572.58000
Physiology5.63641680.111236155.89500
Surgery2.72929640.115018052.39250
biochem / mol bio5.63979590.089868206.56400

Bivariate Fit of Residual Exper By Log Sal 85






Linear Fit SEX=="Female"

Residual Exper = -35.41492 + 2.8252328 Log Sal 85

Summary of Fit

RSquare0.10476
RSquare Adj0.096152
Root Mean Square Error3.754973
Mean of Response-2.41701
Observations (or Sum Wgts)106

Analysis of Variance

SourceDFSum of SquaresMean SquareF Ratio
Model1171.5937171.59412.1699
Error1041466.381114.100Prob > F
C. Total1051637.97480.0007

Parameter Estimates

Term EstimateStd Errort RatioProb>|t|
Intercept-35.414929.46597-3.740.0003
Log Sal 852.82523280.8098613.490.0007

Linear Fit SEX=="male"

Residual Exper = -34.32816 + 2.9847991 Log Sal 85

Summary of Fit

RSquare0.049951
RSquare Adj0.043701
Root Mean Square Error6.377275
Mean of Response1.671972
Observations (or Sum Wgts)154

Analysis of Variance

SourceDFSum of SquaresMean SquareF Ratio
Model1325.0226325.0237.9918
Error1526181.785640.670Prob > F
C. Total1536506.80820.0053

Parameter Estimates

Term EstimateStd Errort RatioProb>|t|
Intercept-34.3281612.74488-2.690.0079
Log Sal 852.98479911.0558292.830.0053