JMP Output

Response Log Sal 85

Whole Model

Actual by Predicted Plot

Summary of Fit


RSquare	0.136112
RSquare Adj	0.132763
Root Mean Square Error	0.474056
Mean of Response	11.90565
Observations (or Sum Wgts)	260

Analysis of Variance

Source	DF	Sum of Squares	Mean Square	F Ratio
Model	1	9.135171	9.13517	40.6497
Error	258	57.980136	0.22473	Prob > F
C. Total	259	67.115306		<.0001

Parameter Estimates

Term		Estimate	Std Error	t Ratio	Prob>\|t\|
Intercept		11.870436	0.029914	396.82	0.0000
SEX[Female]		-0.190722	0.029914	-6.38	<.0001

Effect Tests

Source	Nparm	DF	Sum of Squares	F Ratio	Prob > F
SEX	1	1	9.1351709	40.6497	<.0001

Residual by Predicted Plot

SEX

Leverage Plot

Least Squares Means Table

Level	Least Sq Mean		Std Error	Mean
Female	11.679714		0.04604440	11.6797
male	12.061159		0.03820053	12.0612

Response Log Sal 85

Whole Model

Actual by Predicted Plot

Summary of Fit


RSquare	0.757102
RSquare Adj	0.751342
Root Mean Square Error	0.253841
Mean of Response	11.90565
Observations (or Sum Wgts)	260

Analysis of Variance

Source	DF	Sum of Squares	Mean Square	F Ratio
Model	6	50.813145	8.46886	131.4317
Error	253	16.302162	0.06444	Prob > F
C. Total	259	67.115306		<.0001

Lack Of Fit

Source	DF	Sum of Squares	Mean Square	F Ratio
Lack Of Fit	5	0.380752	0.076150	1.1862
Pure Error	248	15.921409	0.064199	Prob > F
Total Error	253	16.302162		0.3164
				Max RSq
				0.7628

Parameter Estimates

Term		Estimate	Std Error	t Ratio	Prob>\|t\|
Intercept		11.843539	0.017263	686.08	0.0000
SEX[Female]		-0.101226	0.016828	-6.02	<.0001
Dept name[Genetics]		-0.149986	0.048455	-3.10	0.0022
Dept name[Medicine]		0.2956757	0.028979	10.20	<.0001
Dept name[Pediatrics]		-0.04192	0.042271	-0.99	0.3223
Dept name[Physiology]		-0.482128	0.037039	-13.02	<.0001
Dept name[Surgery]		0.7294819	0.038391	19.00	<.0001

Effect Tests

Source	Nparm	DF	Sum of Squares	F Ratio	Prob > F
SEX	1	1	2.331609	36.1852	<.0001
Dept name	5	5	41.677974	129.3635	<.0001

Residual by Predicted Plot

SEX

Leverage Plot

Least Squares Means Table

Level	Least Sq Mean		Std Error	Mean
Female	11.742314		0.02564337	11.6797
male	11.944765		0.02246674	12.0612

Dept name

Leverage Plot

Least Squares Means Table

Level	Least Sq Mean		Std Error	Mean
Genetics	11.693553		0.05539852	11.6887
Medicine	12.139215		0.02884472	12.1636
Pediatrics	11.801619		0.04668309	11.7679
Physiology	11.361411		0.04013584	11.3614
Surgery	12.573021		0.04207338	12.6489
biochem / mol bio	11.492416		0.03605600	11.5127

Response Log Sal 85

Whole Model

Actual by Predicted Plot

Summary of Fit


RSquare	0.866849
RSquare Adj	0.863151
Root Mean Square Error	0.188314
Mean of Response	11.90565
Observations (or Sum Wgts)	260

Analysis of Variance

Source	DF	Sum of Squares	Mean Square	F Ratio
Model	7	58.178860	8.31127	234.3704
Error	252	8.936447	0.03546	Prob > F
C. Total	259	67.115306		<.0001

Lack Of Fit

Source	DF	Sum of Squares	Mean Square	F Ratio
Lack Of Fit	134	5.3583887	0.039988	1.3188
Pure Error	118	3.5780580	0.030323	Prob > F
Total Error	252	8.9364467		0.0623
				Max RSq
				0.9467

Parameter Estimates

Term		Estimate	Std Error	t Ratio	Prob>\|t\|
Intercept		11.550941	0.024004	481.21	0.0000
SEX[Female]		-0.030924	0.013403	-2.31	0.0219
Dept name[Genetics]		-0.151471	0.035946	-4.21	<.0001
Dept name[Medicine]		0.3142301	0.021536	14.59	<.0001
Dept name[Pediatrics]		0.0057726	0.031533	0.18	0.8549
Dept name[Physiology]		-0.506025	0.027528	-18.38	<.0001
Dept name[Surgery]		0.7560661	0.028541	26.49	<.0001
Exper		0.0299286	0.002077	14.41	<.0001

Effect Tests

Source	Nparm	DF	Sum of Squares	F Ratio	Prob > F
SEX	1	1	0.188783	5.3235	0.0219
Dept name	5	5	46.361405	261.4702	<.0001
Exper	1	1	7.365715	207.7067	<.0001

Residual by Predicted Plot

SEX

Leverage Plot

Least Squares Means Table

Level	Least Sq Mean		Std Error	Mean
Female	11.827131		0.01991321	11.6797
male	11.888979		0.01711066	12.0612

Dept name

Leverage Plot

Least Squares Means Table

Level	Least Sq Mean		Std Error	Mean
Genetics	11.706584		0.04110769	11.6887
Medicine	12.172285		0.02152131	12.1636
Pediatrics	11.863827		0.03490010	11.7679
Physiology	11.352029		0.02978214	11.3614
Surgery	12.614121		0.03134241	12.6489
biochem / mol bio	11.439482		0.02699936	11.5127

Exper

Leverage Plot

Response Log Sal 85

Whole Model

Actual by Predicted Plot

Summary of Fit


RSquare	0.875659
RSquare Adj	0.872205
Root Mean Square Error	0.181978
Mean of Response	11.90565
Observations (or Sum Wgts)	260

Analysis of Variance

Source	DF	Sum of Squares	Mean Square	F Ratio
Model	7	58.770098	8.39573	253.5255
Error	252	8.345209	0.03312	Prob > F
C. Total	259	67.115306		<.0001

Lack Of Fit

Source	DF	Sum of Squares	Mean Square	F Ratio
Lack Of Fit	241	8.1680688	0.033892	2.1046
Pure Error	11	0.1771400	0.016104	Prob > F
Total Error	252	8.3452088		0.0824
				Max RSq
				0.9974

Parameter Estimates

Term		Estimate	Std Error	t Ratio	Prob>\|t\|
Intercept		11.719401	0.043715	268.09	<.0001
Dept name[Genetics]		-0.133724	0.034989	-3.82	0.0002
Dept name[Medicine]		0.268501	0.023132	11.61	<.0001
Dept name[Pediatrics]		-0.077378	0.033768	-2.29	0.0228
Dept name[Physiology]		-0.429796	0.03136	-13.71	<.0001
Dept name[Surgery]		0.6837887	0.032402	21.10	<.0001
Exper		0.0340679	0.001933	17.62	<.0001
Prate		-0.048933	0.010083	-4.85	<.0001

Effect Tests

Source	Nparm	DF	Sum of Squares	F Ratio	Prob > F
Dept name	5	5	18.631388	112.5223	<.0001
Exper	1	1	10.284122	310.5493	<.0001
Prate	1	1	0.780021	23.5543	<.0001

Residual by Predicted Plot

Dept name

Leverage Plot

Least Squares Means Table

Level	Least Sq Mean		Std Error	Mean
Genetics	11.730876		0.04005155	11.6887
Medicine	12.133101		0.02272121	12.1636
Pediatrics	11.787221		0.03671822	11.7679
Physiology	11.434803		0.03351084	11.3614
Surgery	12.548388		0.03404490	12.6489
biochem / mol bio	11.553209		0.03474364	11.5127

Exper

Leverage Plot

Prate

Leverage Plot