Response change

Whole Model

Actual by Predicted Plot



Summary of Fit

RSquare0.758498
RSquare Adj0.75179
Root Mean Square Error4442.923
Mean of Response15271.58
Observations (or Sum Wgts)260

Analysis of Variance

SourceDFSum of SquaresMean SquareF Ratio
Model71.56233e102.2319e+9113.0672
Error252497437021619739564Prob > F
C. Total2592.05977e10<.0001

Lack Of Fit

SourceDFSum of SquaresMean SquareF Ratio
Lack Of Fit1343292813939245732381.7244
Pure Error118168155627714250477Prob > F
Total Error25249743702160.0013
Max RSq
0.9184

Parameter Estimates

Term EstimateStd Errort RatioProb>|t|
Intercept9724.9113566.329417.17<.0001
Dept name[Genetics]-3439.463848.0923-4.06<.0001
Dept name[Medicine]3048.9799508.11366.00<.0001
Dept name[Pediatrics]-705.4238743.9657-0.950.3439
Dept name[Physiology]-6849.544649.4718-10.55<.0001
Dept name[Surgery]14796.126673.361921.97<.0001
Exper495.9392448.9946210.12<.0001
SEX[Female]79.986402316.21730.250.8005

Effect Tests

SourceNparmDFSum of SquaresF RatioProb > F
Dept name551.29034e10130.7361<.0001
Exper112022543192102.4614<.0001
SEX111262986.140.06400.8005

Residual by Predicted Plot




Dept name

Leverage Plot



Least Squares Means Table

LevelLeast Sq Mean Std ErrorMean
Genetics11374.548969.8613411107.0
Medicine17862.991507.7563817575.9
Pediatrics14108.587823.4046012716.1
Physiology7964.467702.655668119.9
Surgery29610.136739.4674129742.8
biochem / mol bio7963.336637.001079057.5

Exper

Leverage Plot




SEX

Leverage Plot



Least Squares Means Table

LevelLeast Sq Mean Std ErrorMean
Female14893.997469.8161412005.6
male14734.025403.6951217519.6

Response change

Whole Model

Actual by Predicted Plot



Summary of Fit

RSquare0.092674
RSquare Adj0.089157
Root Mean Square Error8511.003
Mean of Response15271.58
Observations (or Sum Wgts)260

Analysis of Variance

SourceDFSum of SquaresMean SquareF Ratio
Model119088627331.90886e926.3520
Error2581.86888e1072437167Prob > F
C. Total2592.05977e10<.0001

Parameter Estimates

Term EstimateStd Errort RatioProb>|t|
Intercept14762.603537.061627.49<.0001
SEX[Female]-2756.962537.0616-5.13<.0001

Effect Tests

SourceNparmDFSum of SquaresF RatioProb > F
SEX11190886273326.3520<.0001

Residual by Predicted Plot




SEX

Leverage Plot



Least Squares Means Table

LevelLeast Sq Mean Std ErrorMean
Female12005.642826.6616612005.6
male17519.565685.8361417519.6