Response Log Sal 85

Whole Model

Actual by Predicted Plot



Summary of Fit

RSquare0.948407
RSquare Adj0.945901
Root Mean Square Error0.118401
Mean of Response11.90565
Observations (or Sum Wgts)260

Analysis of Variance

SourceDFSum of SquaresMean SquareF Ratio
Model1263.6526455.30439378.3747
Error2473.4626620.01402Prob > F
C. Total25967.115306<.0001

Lack Of Fit

SourceDFSum of SquaresMean SquareF Ratio
Lack Of Fit2423.36795140.0139170.7347
Pure Error50.09471030.018942Prob > F
Total Error2473.46266160.7603
Max RSq
0.9986

Parameter Estimates

Term EstimateStd Errort RatioProb>|t|
Intercept11.4218830.0704162.24<.0001
Dept name[Genetics]-0.0873090.024862-3.510.0005
Dept name[Medicine]0.23192180.01761513.17<.0001
Dept name[Pediatrics]-0.0899090.02569-3.500.0006
Dept name[Physiology]-0.4197940.027596-15.21<.0001
Dept name[Surgery]0.61544090.03132219.65<.0001
SEX[Female]-0.0212390.014857-1.430.1541
Clin[0]-0.0963210.018325-5.26<.0001
Cert[0]-0.0959060.009451-10.15<.0001
Prate-0.019560.01541-1.270.2055
Exper0.03362190.004687.18<.0001
Rank0.0951720.0128597.40<.0001
Exp^2-0.0004470.000132-3.390.0008

Effect Tests

SourceNparmDFSum of SquaresF RatioProb > F
Dept name558.7320287124.5753<.0001
SEX110.02864862.04360.1541
Clin110.387316727.6282<.0001
Cert111.4435483102.9718<.0001
Prate110.02258621.61110.2055
Exper110.723686251.6223<.0001
Rank110.767892754.7756<.0001
Exp^2110.161280311.50450.0008

Residual by Predicted Plot




Dept name

Leverage Plot



Least Squares Means Table

LevelLeast Sq Mean Std ErrorMean
Genetics11.7144020.0280174711.6887
Medicine12.0336330.0179789612.1636
Pediatrics11.7118010.0274298711.7679
Physiology11.3819170.0297416711.3614
Surgery12.4171520.0320177412.6489
biochem / mol bio11.5513600.0290634911.5127

SEX

Leverage Plot



Least Squares Means Table

LevelLeast Sq Mean Std ErrorMean
Female11.7804720.0166773711.6797
male11.8229500.0182464012.0612

Clin

Leverage Plot



Least Squares Means Table

LevelLeast Sq Mean Std ErrorMean
011.7053900.0225932011.5068
111.8980320.0181863812.1549

Cert

Leverage Plot



Least Squares Means Table

LevelLeast Sq Mean Std ErrorMean
011.7058050.0154209211.4906
111.8976170.0105086612.0646

Prate

Leverage Plot




Exper

Leverage Plot




Rank

Leverage Plot




Exp^2

Leverage Plot