JMP Output

Response Log Sal 85

Whole Model

Actual by Predicted Plot

Summary of Fit


RSquare	0.868905
RSquare Adj	0.865278
Root Mean Square Error	0.187021
Mean of Response	11.90803
Observations (or Sum Wgts)	261

Analysis of Variance

Source	DF	Sum of Squares	Mean Square	F Ratio
Model	7	58.652921	8.37899	239.5579
Error	253	8.849152	0.03498	Prob > F
C. Total	260	67.502073		<.0001

Lack Of Fit

Source	DF	Sum of Squares	Mean Square	F Ratio
Lack Of Fit	242	8.6720119	0.035835	2.2253
Pure Error	11	0.1771400	0.016104	Prob > F
Total Error	253	8.8491520		0.0681
				Max RSq
				0.9974

Parameter Estimates

Term		Estimate	Std Error	t Ratio	Prob>\|t\|
Intercept		11.708303	0.044831	261.16	<.0001
Prate		-0.044008	0.01028	-4.28	<.0001
Exper		0.0332584	0.001975	16.84	<.0001
Dept name[Genetics]		-0.137699	0.035944	-3.83	0.0002
Dept name[Medicine]		0.2806461	0.023556	11.91	<.0001
Dept name[Pediatrics]		-0.072997	0.034685	-2.10	0.0363
Dept name[Physiology]		-0.439172	0.032134	-13.67	<.0001
Dept name[Surgery]		0.6917246	0.033235	20.81	<.0001

Effect Tests

Source	Nparm	DF	Sum of Squares	F Ratio	Prob > F
Prate	1	1	0.640954	18.3251	<.0001
Exper	1	1	9.915451	283.4858	<.0001
Dept name	5	5	19.434206	111.1260	<.0001

Residual by Predicted Plot

Prate

Leverage Plot

Exper

Leverage Plot

Dept name

Leverage Plot

Least Squares Means Table

Level	Least Sq Mean		Std Error	Mean
Genetics	11.726859		0.04114688	11.6887
Medicine	12.145204		0.02310469	12.1681
Pediatrics	11.791562		0.03771938	11.7679
Physiology	11.425387		0.03434641	11.3614
Surgery	12.556283		0.03493495	12.6489
biochem / mol bio	11.542055		0.03558360	11.5127

Response Log Sal 85

Whole Model

Actual by Predicted Plot

Summary of Fit


RSquare	0.862876
RSquare Adj	0.859082
Root Mean Square Error	0.191274
Mean of Response	11.90803
Observations (or Sum Wgts)	261

Analysis of Variance

Source	DF	Sum of Squares	Mean Square	F Ratio
Model	7	58.245904	8.32084	227.4346
Error	253	9.256169	0.03659	Prob > F
C. Total	260	67.502073		<.0001

Lack Of Fit

Source	DF	Sum of Squares	Mean Square	F Ratio
Lack Of Fit	134	5.5009534	0.041052	1.3009
Pure Error	119	3.7552157	0.031556	Prob > F
Total Error	253	9.2561691		0.0715
				Max RSq
				0.9444

Parameter Estimates

Term		Estimate	Std Error	t Ratio	Prob>\|t\|
Intercept		11.558175	0.024258	476.47	0.0000
Exper		0.0292834	0.002098	13.96	<.0001
Dept name[Genetics]		-0.152276	0.03651	-4.17	<.0001
Dept name[Medicine]		0.3195214	0.021802	14.66	<.0001
Dept name[Pediatrics]		0.0044392	0.032026	0.14	0.8899
Dept name[Physiology]		-0.506436	0.02796	-18.11	<.0001
Dept name[Surgery]		0.7531695	0.028973	26.00	<.0001
SEX[Female]		-0.034303	0.013566	-2.53	0.0121

Effect Tests

Source	Nparm	DF	Sum of Squares	F Ratio	Prob > F
Exper	1	1	7.127869	194.8269	<.0001
Dept name	5	5	46.452396	253.9378	<.0001
SEX	1	1	0.233937	6.3942	0.0121

Residual by Predicted Plot

Exper

Leverage Plot

Dept name

Leverage Plot

Least Squares Means Table

Level	Least Sq Mean		Std Error	Mean
Genetics	11.705465		0.04175237	11.6887
Medicine	12.177263		0.02176046	12.1681
Pediatrics	11.862180		0.03543968	11.7679
Physiology	11.351305		0.03025170	11.3614
Surgery	12.610911		0.03181985	12.6489
biochem / mol bio	11.439323		0.02743161	11.5127

SEX

Leverage Plot

Least Squares Means Table

Level	Least Sq Mean		Std Error	Mean
Female	11.823438		0.02018523	11.6797
male	11.892044		0.01734180	12.0642

Response Log Sal 85

Whole Model

Actual by Predicted Plot

Summary of Fit


RSquare	0.757281
RSquare Adj	0.751547
Root Mean Square Error	0.253977
Mean of Response	11.90803
Observations (or Sum Wgts)	261

Analysis of Variance

Source	DF	Sum of Squares	Mean Square	F Ratio
Model	6	51.118034	8.51967	132.0796
Error	254	16.384038	0.06450	Prob > F
C. Total	260	67.502073		<.0001

Lack Of Fit

Source	DF	Sum of Squares	Mean Square	F Ratio
Lack Of Fit	5	0.370980	0.074196	1.1537
Pure Error	249	16.013058	0.064309	Prob > F
Total Error	254	16.384038		0.3326
				Max RSq
				0.7628

Parameter Estimates

Term		Estimate	Std Error	t Ratio	Prob>\|t\|
Intercept		11.84401	0.017267	685.94	0.0000
Dept name[Genetics]		-0.150412	0.048479	-3.10	0.0021
Dept name[Medicine]		0.2985713	0.02888	10.34	<.0001
Dept name[Pediatrics]		-0.042075	0.042293	-0.99	0.3208
Dept name[Physiology]		-0.482599	0.037057	-13.02	<.0001
Dept name[Surgery]		0.7282997	0.038397	18.97	<.0001
SEX[Female]		-0.102173	0.016816	-6.08	<.0001

Effect Tests

Source	Nparm	DF	Sum of Squares	F Ratio	Prob > F
Dept name	5	5	41.813325	129.6455	<.0001
SEX	1	1	2.381427	36.9190	<.0001

Residual by Predicted Plot

Dept name

Leverage Plot

Least Squares Means Table

Level	Least Sq Mean		Std Error	Mean
Genetics	11.693599		0.05542801	11.6887
Medicine	12.142582		0.02870495	12.1681
Pediatrics	11.801935		0.04670711	11.7679
Physiology	11.361411		0.04015722	11.3614
Surgery	12.572310		0.04209106	12.6489
biochem / mol bio	11.492226		0.03607482	11.5127

SEX

Leverage Plot

Least Squares Means Table

Level	Least Sq Mean		Std Error	Mean
Female	11.741837		0.02565354	11.6797
male	11.946184		0.02244339	12.0642

Response Log Sal 85

Whole Model

Actual by Predicted Plot

Summary of Fit


RSquare	0.137843
RSquare Adj	0.134515
Root Mean Square Error	0.474026
Mean of Response	11.90803
Observations (or Sum Wgts)	261

Analysis of Variance

Source	DF	Sum of Squares	Mean Square	F Ratio
Model	1	9.304709	9.30471	41.4094
Error	259	58.197364	0.22470	Prob > F
C. Total	260	67.502073		<.0001

Parameter Estimates

Term		Estimate	Std Error	t Ratio	Prob>\|t\|
Intercept		11.871944	0.029873	397.42	0.0000
SEX[Female]		-0.192231	0.029873	-6.44	<.0001

Effect Tests

Source	Nparm	DF	Sum of Squares	F Ratio	Prob > F
SEX	1	1	9.3047091	41.4094	<.0001

Residual by Predicted Plot

SEX

Leverage Plot

Least Squares Means Table

Level	Least Sq Mean		Std Error	Mean
Female	11.679714		0.04604143	11.6797
male	12.064175		0.03807465	12.0642