NAME	LABEL	NOBS	TYPE	
AGE	Age	327	1	
FEV	FEV	327	1	
HGT	Hgt	327	1	
ID	Id	327	1	
ID_		327	1	
OBS		327	1	
OUTLIER		327	2	
SEX	Sex	327	1	
SMOKE	Smoke	327	1	
_CI		327	1	
_WT_		327	1	

Dependent variable	Intercept	Age	Hgt	Sex	Smoke	Number of parameters in model	Adjusted r-squared	Schwarz's Bayesian criterion	AICC	
FEV	2.60821	0.24640	0.56063	0.078080	.	4	0.80217	-596.655	-611.690	
FEV	2.60821	0.24319	0.56058	0.078862	.008511983	5	0.80163	-590.998	-609.761	

DELTA_AICC	DELTA_SBC	W_AICC	W_AICCR	
0.00000	0.00000	0.72408	1.00000	
1.92962	5.65689	0.27592	0.38105	

Dependent variable	Intercept	Age	Hgt	Sex	Smoke	Number of parameters in model	Adjusted r-squared	Schwarz's Bayesian criterion	AICC	
FEV	2.60821	0.24640	0.56063	0.078080	.	4	0.80217	-596.655	-611.690	

DELTA_AICC	DELTA_SBC	W_SBC	W_SBCR	
0	0	1	1	

Number of Observations Read	327	
Number of Observations Used	327	

	

Number in
Model	R-Square	Adjusted
R-Square	C(p)	AIC	Root
MSE	SBC	Variables in Model	
1	0.7744	0.7737	47.8214	-569.7851	0.41716	-562.20523	HGT	
1	0.6340	0.6329	278.4925	-411.6174	0.53130	-404.03746	AGE	
2	0.7966	0.7953	13.2797	-601.7090	0.39669	-590.33907	AGE HGT	
2	0.7772	0.7759	45.0810	-571.9923	0.41513	-560.62245	HGT SEX	
3	0.8040	0.8022	3.1311	-611.8144	0.39001	-596.65452	AGE HGT SEX	
3	0.7966	0.7947	15.2790	-599.7096	0.39730	-584.54976	AGE HGT SMOKE	
4	0.8041	0.8016	5.0000	-609.9474	0.39054	-590.99763	AGE HGT SEX SMOKE	

	

Response Surface for Variable FEV: FEV	
Response Mean	2.608211	
Root MSE	0.367541	
R-Square	0.8308	
Coefficient of Variation	14.0917	

Regression	DF	Type I Sum of Squares	R-Square	F Value	Pr > F	
Linear	4	201.545422	0.8041	372.99	<.0001	
Quadratic	2	4.008468	0.0160	14.84	<.0001	
Crossproduct	6	2.686017	0.0107	3.31	0.0035	
Total Model	12	208.239907	0.8308	128.46	<.0001	

Residual	DF	Sum of Squares	Mean Square	
Total Error	314	42.417174	0.135087	

Factor	DF	Sum of Squares	Mean Square	F Value	Pr > F	Label	
AGE	5	8.092970	1.618594	11.98	<.0001	Age	
HGT	5	27.747589	5.549518	41.08	<.0001	Hgt	
SEX	4	1.919434	0.479858	3.55	0.0075	Sex	
SMOKE	4	0.538443	0.134611	1.00	0.4096	Smoke	

Number of Observations Read	327	
Number of Observations Used	327	

Correlation	
Variable	Label	AGE	HGT	SEX	SMOKE	FEV	
AGE	Age	1.0000	0.8041	0.0126	0.3814	0.7962	
HGT	Hgt	0.8041	1.0000	0.1646	0.2948	0.8800	
SEX	Sex	0.0126	0.1646	1.0000	-0.0861	0.1978	
SMOKE	Smoke	0.3814	0.2948	-0.0861	1.0000	0.2962	
FEV	FEV	0.7962	0.8800	0.1978	0.2962	1.0000	

Number of Observations Read	327	
Number of Observations Used	327	

Analysis of Variance	
Source	DF	Sum of
Squares	Mean
Square	F Value	Pr > F	
Model	4	201.54542	50.38636	330.36	<.0001	
Error	322	49.11166	0.15252			
Corrected Total	326	250.65708				

Root MSE	0.39054	R-Square	0.8041	
Dependent Mean	2.60821	Adj R-Sq	0.8016	
Coeff Var	14.97344			

Parameter Estimates	
Variable	Label	DF	Parameter
Estimate	Standard
Error	t Value	Pr > |t|	Type I SS	Standardized
Estimate	Squared
Partial
Corr Type II	Variance
Inflation	95% Confidence Limits	
Intercept	Intercept	1	-4.33862	0.31527	-13.76	<.0001	2224.50405	0	.	0	-4.95888	-3.71836	
AGE	Age	1	0.07972	0.01253	6.36	<.0001	158.91703	0.27735	0.11174	3.12086	0.05508	0.10436	
HGT	Hgt	1	0.09992	0.00672	14.88	<.0001	40.75548	0.63930	0.40737	3.03453	0.08670	0.11313	
SEX	Sex	1	0.15754	0.04496	3.50	0.0005	1.85292	0.08994	0.03673	1.08257	0.06909	0.24599	
SMOKE	Smoke	1	0.03088	0.08530	0.36	0.7176	0.01999	0.00971	0.00040686	1.18162	-0.13693	0.19869	

Sum of Residuals	0	
Sum of Squared Residuals	49.11166	
Predicted Residual SS (PRESS)	51.12321	

Id	Id	Age	Hgt	Sex	Smoke	FEV	Predicted Value of FEV	Residual	Lower Bound of 95% C.I. for Mean	Upper Bound of 95% C.I. for Mean	Lower Bound of 95% C.I.(Individual Pred)	Upper Bound of 95% C.I.(Individual Pred)	
50951	50951	3	46.0	0	0	1.072	0.49664	0.57536	0.37099	0.62228	-0.28190	1.27517	
5152	5152	4	48.0	0	0	0.839	0.77619	0.06281	0.66458	0.88780	-0.00021	1.55258	
23841	23841	4	47.0	1	0	0.796	0.83381	-0.03781	0.70237	0.96526	0.05432	1.61331	
14252	14252	4	49.0	0	0	1.577	0.87610	0.70090	0.76906	0.98315	0.10035	1.65185	
75951	75951	4	49.0	0	0	1.418	0.87610	0.54190	0.76906	0.98315	0.10035	1.65185	
80841	80841	4	48.0	1	0	1.004	0.93373	0.07027	0.80994	1.05752	0.15549	1.71197	
4351	4351	5	49.0	0	0	1.400	0.95582	0.44418	0.85169	1.05995	0.18047	1.73118	
6851	6851	5	49.0	0	0	1.282	0.95582	0.32618	0.85169	1.05995	0.18047	1.73118	
13751	13751	4	50.0	0	0	1.569	0.97602	0.59298	0.87205	1.07999	0.20069	1.75135	
10451	10451	5	50.0	0	0	1.343	1.05574	0.28726	0.95735	1.15413	0.28114	1.83034	
64152	64152	5	51.0	0	0	1.589	1.15565	0.43335	1.06150	1.24981	0.38158	1.92973	
5642	5642	3	51.5	1	0	1.404	1.20371	0.20029	1.08713	1.32029	0.42659	1.98084	
3541	3541	5	50.0	1	0	1.472	1.21328	0.25872	1.10328	1.32329	0.43712	1.98945	
14251	14251	6	51.0	0	0	1.481	1.23537	0.24563	1.14353	1.32722	0.46157	2.00918	
33351	33351	5	52.0	0	0	0.791	1.25557	-0.46457	1.16391	1.34722	0.48179	2.02935	
53651	53651	6	51.5	0	0	1.338	1.28533	0.05267	1.19644	1.37423	0.51188	2.05879	
5151	5151	5	52.5	0	0	1.256	1.30553	-0.04953	1.21443	1.39663	0.53181	2.07924	
10041	10041	5	51.0	1	0	1.776	1.31320	0.46280	1.20985	1.41655	0.53795	2.08845	
15842	15842	5	51.0	1	0	1.452	1.31320	0.13880	1.20985	1.41655	0.53795	2.08845	
40541	40541	4	52.0	1	0	1.789	1.33339	0.45561	1.22849	1.43829	0.55793	2.10885	
29954	29954	7	51.5	0	0	1.609	1.36505	0.24395	1.27324	1.45687	0.59126	2.13885	
76541	76541	5	52.0	1	0	1.514	1.41311	0.10089	1.31508	1.51115	0.63855	2.18767	
1952	1952	6	53.0	0	0	1.602	1.43521	0.16679	1.35259	1.51782	0.66245	2.20796	
3551	3551	6	53.0	0	0	1.878	1.43521	0.44279	1.35259	1.51782	0.66245	2.20796	
39841	39841	6	51.5	1	0	1.624	1.44287	0.18113	1.34198	1.54377	0.66795	2.21780	
39251	39251	5	54.0	0	0	1.552	1.45540	0.09660	1.36311	1.54769	0.68155	2.22925	
81401	81401	7	51.0	1	0	1.826	1.47264	0.35336	1.36054	1.58474	0.69617	2.24910	
32542	32542	6	52.0	1	0	1.572	1.49283	0.07917	1.39572	1.58995	0.71839	2.26728	
45641	45641	6	52.0	1	0	1.666	1.49283	0.17317	1.39572	1.58995	0.71839	2.26728	
76751	76751	8	52.0	0	0	1.758	1.49473	0.26327	1.39876	1.59071	0.72043	2.26903	
15741	15741	5	53.0	1	0	1.858	1.51303	0.34497	1.41874	1.60731	0.73893	2.28712	
49501	49501	7	53.0	0	0	1.726	1.51493	0.21107	1.43380	1.59605	0.74232	2.28753	
81751	81751	6	54.0	0	0	1.672	1.53512	0.13688	1.45422	1.61602	0.76254	2.30770	

Id	Id	Age	Hgt	Sex	Smoke	FEV	Predicted Value of FEV	Residual	Lower Bound of 95% C.I. for Mean	Upper Bound of 95% C.I. for Mean	Lower Bound of 95% C.I.(Individual Pred)	Upper Bound of 95% C.I.(Individual Pred)	
6144	6144	19	72.0	1	0	5.102	4.52750	0.57450	4.36786	4.68714	3.74276	5.31224	
37441	37441	17	73.0	1	0	5.633	4.46798	1.16502	4.34091	4.59504	3.68921	5.24674	
59944	59944	18	70.5	1	1	4.404	4.32879	0.07521	4.15415	4.50343	3.54086	5.11672	
71142	71142	16	72.0	1	1	4.872	4.31922	0.55278	4.15792	4.48052	3.53414	5.10430	
32741	32741	13	74.0	1	0	4.225	4.24901	-0.02401	4.12087	4.37714	3.47007	5.02795	
59941	59941	14	72.5	1	0	4.271	4.17886	0.09214	4.07024	4.28748	3.40289	4.95483	
52841	52841	17	70.0	1	0	3.960	4.16823	-0.20823	4.03812	4.29834	3.38896	4.94750	
71141	71141	17	70.0	1	0	5.638	4.16823	1.46977	4.03812	4.29834	3.38896	4.94750	
11642	11642	14	72.0	1	1	3.957	4.15978	-0.20278	3.99330	4.32626	3.37362	4.94594	
30041	30041	15	71.0	1	0	3.985	4.10870	-0.12370	4.00516	4.21225	3.33343	4.88398	
48441	48441	16	69.5	1	1	4.070	4.06943	0.00057	3.90792	4.23094	3.28431	4.85455	
30441	30441	18	68.0	1	0	4.220	4.04812	0.17188	3.88887	4.20738	3.26346	4.83278	
49341	49341	14	70.0	1	0	3.585	3.92907	-0.34407	3.83520	4.02294	3.15503	4.70311	
55941	55941	14	70.0	1	0	3.780	3.92907	-0.14907	3.83520	4.02294	3.15503	4.70311	
62801	62801	11	72.0	1	1	4.637	3.92062	0.71638	3.72219	4.11905	3.12708	4.71416	
70441	70441	13	70.5	1	0	4.232	3.89931	0.33269	3.80332	3.99530	3.12500	4.67361	
63901	63901	12	71.0	1	0	4.831	3.86954	0.96146	3.76262	3.97647	3.09381	4.64528	
11341	11341	13	70.0	1	0	3.193	3.84935	-0.65635	3.75697	3.94173	3.07548	4.62321	
73041	73041	16	67.0	1	1	4.270	3.81964	0.45036	3.65132	3.98797	3.03309	4.60620	
51641	51641	12	70.5	1	0	3.529	3.81959	-0.29059	3.71756	3.92161	3.04451	4.59466	
6252	6252	19	66.0	0	1	3.519	3.80135	-0.28235	3.60292	3.99978	3.00781	4.59489	
2042	2042	13	69.5	1	0	4.336	3.79939	0.53661	3.71028	3.88850	3.02591	4.57287	
81741	81741	13	69.0	1	1	4.045	3.78031	0.26469	3.61876	3.94187	2.99518	4.56544	
10642	10642	14	68.5	1	0	4.683	3.77920	0.90380	3.68938	3.86901	3.00563	4.55276	
82743	82743	14	68.0	1	1	4.763	3.76012	1.00288	3.60278	3.91746	2.97584	4.54439	
43641	43641	13	69.0	1	0	4.448	3.74943	0.69857	3.66320	3.83566	2.97628	4.52259	
71801	71801	12	69.5	1	0	2.822	3.71967	-0.89767	3.62682	3.81252	2.94575	4.49359	
33741	33741	15	67.0	1	0	3.731	3.70904	0.02196	3.60349	3.81460	2.93350	4.48459	
8541	8541	13	68.5	1	0	4.305	3.69948	0.60552	3.61570	3.78325	2.92659	4.47236	
4051	4051	18	66.0	0	0	2.906	3.69075	-0.78475	3.52529	3.85621	2.90481	4.47669	
47241	47241	15	66.5	1	1	3.799	3.68997	0.10903	3.52730	3.85263	2.90461	4.47533	
24801	24801	11	70.0	1	0	2.988	3.68991	-0.70191	3.58209	3.79772	2.91405	4.46576	
37252	37252	16	67.5	0	0	3.674	3.68118	-0.00718	3.56061	3.80175	2.90345	4.45891	

Id	Id	Age	Hgt	Sex	Smoke	FEV	Residual	Studentized Residual	Standard Influence on Predicted Value	hat-ratio =(hat/hatmean)	OUTLIER	
48441	48441	16	69.5	1	1	4.070	0.00057	0.00149	0.00032	2.88980		
83951	83951	11	65.0	0	1	3.069	0.00533	0.01396	0.00301	2.91123		
43351	43351	13	65.0	0	1	3.297	0.07389	0.19299	0.03877	2.54406		
47051	47051	13	65.0	0	1	3.297	0.07389	0.19299	0.03877	2.54406		
59944	59944	18	70.5	1	1	4.404	0.07521	0.19776	0.04609	3.37875		
47241	47241	15	66.5	1	1	3.799	0.10903	0.28566	0.06179	2.93126		
37451	37451	15	64.0	0	1	3.122	-0.16064	-0.42054	-0.08942	2.83577		
30441	30441	18	68.0	1	0	4.220	0.17188	0.44988	0.09520	2.80972		
11642	11642	14	72.0	1	1	3.957	-0.20278	-0.53186	-0.11792	3.07056		
10053	10053	14	64.0	0	1	3.428	0.22508	0.58827	0.12020	2.62597		
15751	15751	14	65.0	0	1	3.074	-0.22883	-0.59776	-0.12059	2.56230		
80651	80651	13	62.0	0	1	3.152	0.22863	0.59781	0.12345	2.68012		
73751	73751	18	60.0	0	0	2.853	-0.23826	-0.63545	-0.18500	5.11883		
81741	81741	13	69.0	1	1	4.045	0.26469	0.69325	0.14898	2.89156		
6252	6252	19	66.0	0	1	3.519	-0.28235	-0.74836	-0.19992	4.36192		
37251	37251	17	62.0	0	0	3.500	0.28863	0.75862	0.17556	3.32875		
51201	51201	11	67.0	0	1	2.953	-0.31050	-0.81552	-0.18615	3.24188		
30052	30052	10	66.0	0	1	3.413	0.32914	0.86627	0.20590	3.49963		
24552	24552	16	63.0	0	1	2.903	-0.35944	-0.94525	-0.22120	3.39646		
27951	27951	13	67.5	0	1	3.086	-0.38690	-1.01176	-0.20982	2.69659		
73041	73041	16	67.0	1	1	4.270	0.45036	1.18188	0.26554	3.13903		
77501	77501	11	61.0	0	1	3.120	0.45599	1.19260	0.24832	2.71405		
71142	71142	16	72.0	1	1	4.872	0.55278	1.44769	0.31138	2.88231		
6144	6144	19	72.0	1	0	5.102	0.57450	1.50386	0.32006	2.82335		
15302	15302	12	63.5	0	1	2.384	-0.60952	-1.59268	-0.32481	2.59939		
16551	16551	10	66.0	0	1	2.387	-0.69686	-1.83411	-0.43772	3.49963		
62801	62801	11	72.0	1	1	4.637	0.71638	1.89876	0.50967	4.36209		
56651	56651	13	63.0	0	1	3.785	0.76172	1.99034	0.40654	2.59609		
4051	4051	18	66.0	0	0	2.906	-0.78475	-2.05768	-0.45608	3.03304		
15752	15752	15	66.0	0	1	2.679	-0.80347	-2.10004	-0.43243	2.63312		
30401	30401	11	69.0	1	0	4.593	1.00301	2.58918	0.33405	1.05209	*	
82743	82743	14	68.0	1	1	4.763	1.00288	2.62354	0.55399	2.74262	*	
37441	37441	17	73.0	1	0	5.633	1.16502	3.02477	0.51378	1.78868	**	
61941	61941	14	66.0	1	1	2.276	-1.28429	-3.36153	-0.72407	2.81073	**	
451	451	8	67.5	0	0	1.724	-1.31942	-3.44542	-0.70140	2.51773	**	
71141	71141	17	70.0	1	0	5.638	1.46977	3.81859	0.67047	1.87553	***	

Skewness (sqrt of b1)	P-value for Skewness	Kurtosis Statistic (b2)	P-value for Kurtosis	CHISQUARE VALUE  for  K2	P-VALUE - D'AGOSTINO-PEARSON OMNIBUS K2 NORMALITY TEST	
0.12429	0.35020	3.97671	.005293467	8.64909	0.013240