Response Log Sal 85

Whole Model

Actual by Predicted Plot



Summary of Fit

RSquare0.868905
RSquare Adj0.865278
Root Mean Square Error0.187021
Mean of Response11.90803
Observations (or Sum Wgts)261

Analysis of Variance

SourceDFSum of SquaresMean SquareF Ratio
Model758.6529218.37899239.5579
Error2538.8491520.03498Prob > F
C. Total26067.502073<.0001

Lack Of Fit

SourceDFSum of SquaresMean SquareF Ratio
Lack Of Fit2428.67201190.0358352.2253
Pure Error110.17714000.016104Prob > F
Total Error2538.84915200.0681
Max RSq
0.9974

Parameter Estimates

Term EstimateStd Errort RatioProb>|t|
Intercept11.7083030.044831261.16<.0001
Prate-0.0440080.01028-4.28<.0001
Exper0.03325840.00197516.84<.0001
Dept name[Genetics]-0.1376990.035944-3.830.0002
Dept name[Medicine]0.28064610.02355611.91<.0001
Dept name[Pediatrics]-0.0729970.034685-2.100.0363
Dept name[Physiology]-0.4391720.032134-13.67<.0001
Dept name[Surgery]0.69172460.03323520.81<.0001

Effect Tests

SourceNparmDFSum of SquaresF RatioProb > F
Prate110.64095418.3251<.0001
Exper119.915451283.4858<.0001
Dept name5519.434206111.1260<.0001

Residual by Predicted Plot




Prate

Leverage Plot




Exper

Leverage Plot




Dept name

Leverage Plot



Least Squares Means Table

LevelLeast Sq Mean Std ErrorMean
Genetics11.7268590.0411468811.6887
Medicine12.1452040.0231046912.1681
Pediatrics11.7915620.0377193811.7679
Physiology11.4253870.0343464111.3614
Surgery12.5562830.0349349512.6489
biochem / mol bio11.5420550.0355836011.5127

Response Log Sal 85

Whole Model

Actual by Predicted Plot



Summary of Fit

RSquare0.862876
RSquare Adj0.859082
Root Mean Square Error0.191274
Mean of Response11.90803
Observations (or Sum Wgts)261

Analysis of Variance

SourceDFSum of SquaresMean SquareF Ratio
Model758.2459048.32084227.4346
Error2539.2561690.03659Prob > F
C. Total26067.502073<.0001

Lack Of Fit

SourceDFSum of SquaresMean SquareF Ratio
Lack Of Fit1345.50095340.0410521.3009
Pure Error1193.75521570.031556Prob > F
Total Error2539.25616910.0715
Max RSq
0.9444

Parameter Estimates

Term EstimateStd Errort RatioProb>|t|
Intercept11.5581750.024258476.470.0000
Exper0.02928340.00209813.96<.0001
Dept name[Genetics]-0.1522760.03651-4.17<.0001
Dept name[Medicine]0.31952140.02180214.66<.0001
Dept name[Pediatrics]0.00443920.0320260.140.8899
Dept name[Physiology]-0.5064360.02796-18.11<.0001
Dept name[Surgery]0.75316950.02897326.00<.0001
SEX[Female]-0.0343030.013566-2.530.0121

Effect Tests

SourceNparmDFSum of SquaresF RatioProb > F
Exper117.127869194.8269<.0001
Dept name5546.452396253.9378<.0001
SEX110.2339376.39420.0121

Residual by Predicted Plot




Exper

Leverage Plot




Dept name

Leverage Plot



Least Squares Means Table

LevelLeast Sq Mean Std ErrorMean
Genetics11.7054650.0417523711.6887
Medicine12.1772630.0217604612.1681
Pediatrics11.8621800.0354396811.7679
Physiology11.3513050.0302517011.3614
Surgery12.6109110.0318198512.6489
biochem / mol bio11.4393230.0274316111.5127

SEX

Leverage Plot



Least Squares Means Table

LevelLeast Sq Mean Std ErrorMean
Female11.8234380.0201852311.6797
male11.8920440.0173418012.0642

Response Log Sal 85

Whole Model

Actual by Predicted Plot



Summary of Fit

RSquare0.757281
RSquare Adj0.751547
Root Mean Square Error0.253977
Mean of Response11.90803
Observations (or Sum Wgts)261

Analysis of Variance

SourceDFSum of SquaresMean SquareF Ratio
Model651.1180348.51967132.0796
Error25416.3840380.06450Prob > F
C. Total26067.502073<.0001

Lack Of Fit

SourceDFSum of SquaresMean SquareF Ratio
Lack Of Fit50.3709800.0741961.1537
Pure Error24916.0130580.064309Prob > F
Total Error25416.3840380.3326
Max RSq
0.7628

Parameter Estimates

Term EstimateStd Errort RatioProb>|t|
Intercept11.844010.017267685.940.0000
Dept name[Genetics]-0.1504120.048479-3.100.0021
Dept name[Medicine]0.29857130.0288810.34<.0001
Dept name[Pediatrics]-0.0420750.042293-0.990.3208
Dept name[Physiology]-0.4825990.037057-13.02<.0001
Dept name[Surgery]0.72829970.03839718.97<.0001
SEX[Female]-0.1021730.016816-6.08<.0001

Effect Tests

SourceNparmDFSum of SquaresF RatioProb > F
Dept name5541.813325129.6455<.0001
SEX112.38142736.9190<.0001

Residual by Predicted Plot




Dept name

Leverage Plot



Least Squares Means Table

LevelLeast Sq Mean Std ErrorMean
Genetics11.6935990.0554280111.6887
Medicine12.1425820.0287049512.1681
Pediatrics11.8019350.0467071111.7679
Physiology11.3614110.0401572211.3614
Surgery12.5723100.0420910612.6489
biochem / mol bio11.4922260.0360748211.5127

SEX

Leverage Plot



Least Squares Means Table

LevelLeast Sq Mean Std ErrorMean
Female11.7418370.0256535411.6797
male11.9461840.0224433912.0642

Response Log Sal 85

Whole Model

Actual by Predicted Plot



Summary of Fit

RSquare0.137843
RSquare Adj0.134515
Root Mean Square Error0.474026
Mean of Response11.90803
Observations (or Sum Wgts)261

Analysis of Variance

SourceDFSum of SquaresMean SquareF Ratio
Model19.3047099.3047141.4094
Error25958.1973640.22470Prob > F
C. Total26067.502073<.0001

Parameter Estimates

Term EstimateStd Errort RatioProb>|t|
Intercept11.8719440.029873397.420.0000
SEX[Female]-0.1922310.029873-6.44<.0001

Effect Tests

SourceNparmDFSum of SquaresF RatioProb > F
SEX119.304709141.4094<.0001

Residual by Predicted Plot




SEX

Leverage Plot



Least Squares Means Table

LevelLeast Sq Mean Std ErrorMean
Female11.6797140.0460414311.6797
male12.0641750.0380746512.0642