Model Information	
Data Set	WORK.LAGGED	
Response Variable	indicatorR	
Number of Response Levels	2	
Model	binary logit	
Optimization Technique	Fisher's scoring	

Number of Observations Read	58555	
Number of Observations Used	43540	

Response Profile	
Ordered
Value	indicatorR	Total
Frequency	
1	1	41035	
2	0	2505	

Probability modeled is indicatorR=1.	

Note:	15015 observations were deleted due to missing values for the response or explanatory variables.	

Class Level Information	
Class	Value	Design Variables	
female	0	1	
	1	-1	
			
smoke	0	1	
	1	-1	
			
pcancer	0	1	
	1	-1	
			
pdiab	0	1	
	1	-1	
			
pheart	0	1	
	1	-1	
			
phibp	0	1	
	1	-1	
			
plung	0	1	
	1	-1	
			
pstrok	0	1	
	1	-1	

Model Convergence Status	
Convergence criterion (GCONV=1E-8) satisfied.	

Model Fit Statistics	
Criterion	Intercept Only	Intercept and Covariates	
AIC	19170.543	18285.543	
SC	19179.225	18389.720	
-2 Log L	19168.543	18261.543	

Testing Global Null Hypothesis: BETA=0	
Test	Chi-Square	DF	Pr > ChiSq	
Likelihood Ratio	907.0006	11	<.0001	
Score	1037.1128	11	<.0001	
Wald	952.8694	11	<.0001	

Type 3 Analysis of Effects	
Effect	DF	Wald
Chi-Square	Pr > ChiSq	
age1	1	17.9044	<.0001	
female	1	46.1892	<.0001	
smoke	1	39.3437	<.0001	
wave1	1	2.9744	0.0846	
pshlt	1	144.2470	<.0001	
pcancer	1	95.7498	<.0001	
pdiab	1	29.7237	<.0001	
pheart	1	15.8257	<.0001	
phibp	1	14.2867	0.0002	
plung	1	40.5916	<.0001	
pstrok	1	32.6030	<.0001	

Analysis of Maximum Likelihood Estimates	
Parameter		DF	Estimate	Standard
Error	Wald
Chi-Square	Pr > ChiSq	
Intercept		1	2.6386	0.1108	567.5271	<.0001	
age1		1	-0.0244	0.00577	17.9044	<.0001	
female	0	1	-0.1457	0.0214	46.1892	<.0001	
smoke	0	1	0.1435	0.0229	39.3437	<.0001	
wave1		1	0.0216	0.0125	2.9744	0.0846	
pshlt		1	-0.2490	0.0207	144.2470	<.0001	
pcancer	0	1	0.3031	0.0310	95.7498	<.0001	
pdiab	0	1	0.1495	0.0274	29.7237	<.0001	
pheart	0	1	0.1037	0.0261	15.8257	<.0001	
phibp	0	1	0.0839	0.0222	14.2867	0.0002	
plung	0	1	0.2054	0.0322	40.5916	<.0001	
pstrok	0	1	0.2216	0.0388	32.6030	<.0001	

Odds Ratio Estimates	
Effect	Point Estimate	95% Wald
Confidence Limits	
age1	0.976	0.965	0.987	
female  0 vs 1	0.747	0.687	0.813	
smoke   0 vs 1	1.332	1.218	1.457	
wave1	1.022	0.997	1.047	
pshlt	0.780	0.749	0.812	
pcancer 0 vs 1	1.833	1.624	2.070	
pdiab   0 vs 1	1.349	1.211	1.502	
pheart  0 vs 1	1.231	1.111	1.363	
phibp   0 vs 1	1.183	1.084	1.290	
plung   0 vs 1	1.508	1.329	1.711	
pstrok  0 vs 1	1.558	1.338	1.813	

Association of Predicted Probabilities and Observed Responses	
Percent Concordant	64.4	Somers' D	0.308	
Percent Discordant	33.6	Gamma	0.315	
Percent Tied	2.0	Tau-a	0.033	
Pairs	102792675	c	0.654	

Moments	
N	8365	Sum Weights	8365	
Mean	1	Sum Observations	8365	
Std Deviation	0	Variance	0	
Skewness	.	Kurtosis	.	
Uncorrected SS	8365	Corrected SS	0	
Coeff Variation	0	Std Error Mean	0	

Basic Statistical Measures	
Location	Variability	
Mean	1.000000	Std Deviation	0	
Median	1.000000	Variance	0	
Mode	1.000000	Range	0	
		Interquartile Range	0	

Tests for Location: Mu0=0	
Test	Statistic	p Value	
Student's t	t	.	Pr > |t|	.	
Sign	M	4182.5	Pr >= |M|	<.0001	
Signed Rank	S	17495398	Pr >= |S|	<.0001	

Quantiles (Definition 5)	
Level	Quantile	
100% Max	1	
99%	1	
95%	1	
90%	1	
75% Q3	1	
50% Median	1	
25% Q1	1	
10%	1	
5%	1	
1%	1	
0% Min	1	

Extreme Observations	
Lowest	Highest	
Value	Obs	Value	Obs	
1	8365	1	8361	
1	8364	1	8362	
1	8363	1	8363	
1	8362	1	8364	
1	8361	1	8365	

Moments	
N	8365	Sum Weights	8365	
Mean	1.05961821	Sum Observations	8863.70636	
Std Deviation	0.04301214	Variance	0.00185004	
Skewness	3.2637404	Kurtosis	16.9321773	
Uncorrected SS	9407.61847	Corrected SS	15.4737727	
Coeff Variation	4.05921149	Std Error Mean	0.00047028	

Basic Statistical Measures	
Location	Variability	
Mean	1.059618	Std Deviation	0.04301	
Median	1.046975	Variance	0.00185	
Mode	1.020539	Range	0.56174	
		Interquartile Range	0.03522	

Tests for Location: Mu0=0	
Test	Statistic	p Value	
Student's t	t	2253.156	Pr > |t|	<.0001	
Sign	M	4182.5	Pr >= |M|	<.0001	
Signed Rank	S	17495398	Pr >= |S|	<.0001	

Quantiles (Definition 5)	
Level	Quantile	
100% Max	1.58179	
99%	1.23489	
95%	1.13606	
90%	1.10427	
75% Q3	1.06946	
50% Median	1.04698	
25% Q1	1.03424	
10%	1.02700	
5%	1.02321	
1%	1.02054	
0% Min	1.02004	

Extreme Observations	
Lowest	Highest	
Value	Obs	Value	Obs	
1.02004	16668	1.43796	11027	
1.02004	16644	1.44338	9804	
1.02004	16391	1.45160	15318	
1.02004	16301	1.49559	9449	
1.02004	16108	1.58179	15453	

Moments	
N	7886	Sum Weights	7886	
Mean	1.12395591	Sum Observations	8863.51633	
Std Deviation	0.09297766	Variance	0.00864484	
Skewness	3.85222015	Kurtosis	25.5862598	
Uncorrected SS	10030.3662	Corrected SS	68.1646023	
Coeff Variation	8.27235812	Std Error Mean	0.00104701	

Basic Statistical Measures	
Location	Variability	
Mean	1.123956	Std Deviation	0.09298	
Median	1.096808	Variance	0.00864	
Mode	1.041052	Range	1.44233	
		Interquartile Range	0.07227	

Tests for Location: Mu0=0	
Test	Statistic	p Value	
Student's t	t	1073.493	Pr > |t|	<.0001	
Sign	M	3943	Pr >= |M|	<.0001	
Signed Rank	S	15549221	Pr >= |S|	<.0001	

Quantiles (Definition 5)	
Level	Quantile	
100% Max	2.48238	
99%	1.52437	
95%	1.28083	
90%	1.21352	
75% Q3	1.14325	
50% Median	1.09681	
25% Q1	1.07097	
10%	1.05626	
5%	1.04986	
1%	1.04105	
0% Min	1.04005	

Extreme Observations	
Lowest	Highest	
Value	Obs	Value	Obs	
1.04005	25033	2.00181	22460	
1.04005	25009	2.02991	18781	
1.04005	24756	2.05428	19392	
1.04005	24666	2.38820	17814	
1.04005	24473	2.48238	23818	

Missing Values	
Missing
Value	Count	Percent Of	
		All Obs	Missing Obs	
.	479	5.73	100.00	

Moments	
N	7441	Sum Weights	7441	
Mean	1.19264548	Sum Observations	8874.475	
Std Deviation	0.15279196	Variance	0.02334538	
Skewness	4.60355139	Kurtosis	42.1483742	
Uncorrected SS	10757.7921	Corrected SS	173.689654	
Coeff Variation	12.8111802	Std Error Mean	0.00177127	

Basic Statistical Measures	
Location	Variability	
Mean	1.192645	Std Deviation	0.15279	
Median	1.148650	Variance	0.02335	
Mode	1.061530	Range	3.19656	
		Interquartile Range	0.11266	

Tests for Location: Mu0=0	
Test	Statistic	p Value	
Student's t	t	673.3277	Pr > |t|	<.0001	
Sign	M	3720.5	Pr >= |M|	<.0001	
Signed Rank	S	13843981	Pr >= |S|	<.0001	

Quantiles (Definition 5)	
Level	Quantile	
100% Max	4.25658	
99%	1.86044	
95%	1.44109	
90%	1.33837	
75% Q3	1.22080	
50% Median	1.14865	
25% Q1	1.10814	
10%	1.08557	
5%	1.07628	
1%	1.06308	
0% Min	1.06002	

Extreme Observations	
Lowest	Highest	
Value	Obs	Value	Obs	
1.06002	33398	2.58945	30327	
1.06002	33374	2.64384	30825	
1.06002	33121	2.86460	27146	
1.06002	32028	3.02878	26010	
1.06002	31890	4.25658	32183	

Missing Values	
Missing
Value	Count	Percent Of	
		All Obs	Missing Obs	
.	924	11.05	100.00	

Moments	
N	7019	Sum Weights	7019	
Mean	1.27080135	Sum Observations	8919.75466	
Std Deviation	0.22328268	Variance	0.04985516	
Skewness	4.23452514	Kurtosis	28.3136916	
Uncorrected SS	11685.1197	Corrected SS	349.883488	
Coeff Variation	17.5702271	Std Error Mean	0.00266512	

Basic Statistical Measures	
Location	Variability	
Mean	1.270801	Std Deviation	0.22328	
Median	1.206579	Variance	0.04986	
Mode	1.081965	Range	2.93740	
		Interquartile Range	0.16106	

Tests for Location: Mu0=0	
Test	Statistic	p Value	
Student's t	t	476.8263	Pr > |t|	<.0001	
Sign	M	3509.5	Pr >= |M|	<.0001	
Signed Rank	S	12318345	Pr >= |S|	<.0001	

Quantiles (Definition 5)	
Level	Quantile	
100% Max	4.01733	
99%	2.25066	
95%	1.64442	
90%	1.47794	
75% Q3	1.31046	
50% Median	1.20658	
25% Q1	1.14940	
10%	1.11799	
5%	1.10392	
1%	1.08620	
0% Min	1.07993	

Extreme Observations	
Lowest	Highest	
Value	Obs	Value	Obs	
1.07993	41763	3.63957	34899	
1.07993	41486	3.73540	34429	
1.07993	40393	3.79730	41040	
1.07993	37733	3.89226	40857	
1.07993	37568	4.01733	35511	

Missing Values	
Missing
Value	Count	Percent Of	
		All Obs	Missing Obs	
.	1346	16.09	100.00	

Moments	
N	6637	Sum Weights	6637	
Mean	1.35111411	Sum Observations	8967.34435	
Std Deviation	0.31310383	Variance	0.09803401	
Skewness	5.28305149	Kurtosis	45.9117935	
Uncorrected SS	12766.4591	Corrected SS	650.55367	
Coeff Variation	23.1737516	Std Error Mean	0.00384328	

Basic Statistical Measures	
Location	Variability	
Mean	1.351114	Std Deviation	0.31310	
Median	1.263245	Variance	0.09803	
Mode	1.102348	Range	4.93856	
		Interquartile Range	0.20714	

Tests for Location: Mu0=0	
Test	Statistic	p Value	
Student's t	t	351.552	Pr > |t|	<.0001	
Sign	M	3318.5	Pr >= |M|	<.0001	
Signed Rank	S	11014102	Pr >= |S|	<.0001	

Quantiles (Definition 5)	
Level	Quantile	
100% Max	6.03834	
99%	2.65344	
95%	1.83333	
90%	1.61171	
75% Q3	1.39587	
50% Median	1.26324	
25% Q1	1.18872	
10%	1.14979	
5%	1.13026	
1%	1.10849	
0% Min	1.09978	

Extreme Observations	
Lowest	Highest	
Value	Obs	Value	Obs	
1.09978	50128	5.15827	43863	
1.09978	49851	5.24342	49651	
1.09978	48758	5.51643	49222	
1.09978	46098	5.63946	42794	
1.09978	45539	6.03834	49405	

Missing Values	
Missing
Value	Count	Percent Of	
		All Obs	Missing Obs	
.	1728	20.66	100.00	

Moments	
N	6183	Sum Weights	6183	
Mean	1.4423146	Sum Observations	8917.83116	
Std Deviation	0.42997579	Variance	0.18487918	
Skewness	6.80708134	Kurtosis	82.710667	
Uncorrected SS	14005.2412	Corrected SS	1142.92309	
Coeff Variation	29.811512	Std Error Mean	0.0054682	

Basic Statistical Measures	
Location	Variability	
Mean	1.442315	Std Deviation	0.42998	
Median	1.329234	Variance	0.18488	
Mode	1.122672	Range	9.01909	
		Interquartile Range	0.26402	

Tests for Location: Mu0=0	
Test	Statistic	p Value	
Student's t	t	263.7641	Pr > |t|	<.0001	
Sign	M	3091.5	Pr >= |M|	<.0001	
Signed Rank	S	9558918	Pr >= |S|	<.0001	

Quantiles (Definition 5)	
Level	Quantile	
100% Max	10.13866	
99%	3.16401	
95%	2.04377	
90%	1.77215	
75% Q3	1.49731	
50% Median	1.32923	
25% Q1	1.23330	
10%	1.18279	
5%	1.15990	
1%	1.13140	
0% Min	1.11957	

Extreme Observations	
Lowest	Highest	
Value	Obs	Value	Obs	
1.11957	58493	6.81681	58239	
1.11957	58216	7.15737	51629	
1.11957	53904	8.45267	51159	
1.11957	53307	9.04656	58016	
1.11957	52748	10.13866	57770	

Missing Values	
Missing
Value	Count	Percent Of	
		All Obs	Missing Obs	
.	2182	26.08	100.00	

drop	Frequency	Percent	Cumulative
Frequency	Cumulative
Percent	
Dead	1244	14.87	1244	14.87	
Dropout	1267	15.15	2511	30.02	
Complete	5854	69.98	8365	100.00	

Model Information	
Data Set	WORK.WEIGHT	
Response Variable	shlt1	
Response Distribution	Multinomial (ordered)	
Link Function	Cumulative Logit	
Variance Function	Default	
Variance Matrix Blocked By	HHIDPN	
Estimation Technique	Maximum Likelihood	
Likelihood Approximation	Gauss-Hermite Quadrature	
Degrees of Freedom Method	Containment	

Class Level Information	
Class	Levels	Values	
HHIDPN	8365	not printed	
female	2	0 1	
smoke	2	0 1	

Number of Observations Read	58555	
Number of Observations Used	49496	

Response Profile	
Ordered
Value	shlt1	Total
Frequency	
1	0	3611	
2	1	8098	
3	2	15002	
4	3	14974	
5	4	7811	
The GLIMMIX procedure is modeling the probabilities of levels of shlt1 having lower Ordered Values in the Response Profile table.	

Dimensions	
G-side Cov. Parameters	3	
Columns in X	22	
Columns in Z per Subject	2	
Subjects (Blocks in V)	8365	
Max Obs per Subject	7	

Optimization Information	
Optimization Technique	Dual Quasi-Newton	
Parameters in Optimization	15	
Lower Boundaries	2	
Upper Boundaries	0	
Fixed Effects	Not Profiled	
Starting From	GLM estimates	
Quadrature Points	5	

Iteration History	
Iteration	Restarts	Evaluations	Objective
Function	Change	Max
Gradient	
0	0	4	131787.15758	.	21696.82	
1	0	5	131562.04679	225.11078861	21127.18	
2	0	4	130267.08718	1294.9596089	8308.273	
3	0	5	130143.58434	123.50283408	8222.092	
4	0	17	130041.6626	101.92173925	8167.685	
5	0	5	129859.6785	181.98410634	8085.568	
6	0	11	129859.53405	0.14444991	8085.481	
7	0	19	129859.45834	0.07571247	8085.44	
8	0	11	129859.32289	0.13544604	8085.365	
9	0	19	129859.31638	0.00651355	8085.361	
10	0	4	121060.01417	8799.3022101	10029.7	
11	0	3	119929.50851	1130.5056610	6651.706	
12	0	3	119591.01655	338.49195774	2784.607	
13	0	2	119296.00994	295.00660716	2195.939	
14	0	2	119072.25551	223.75443485	1927.504	
15	0	3	118958.59943	113.65607822	2261.783	
16	0	2	118803.28131	155.31811442	4252.762	
17	0	4	118422.93656	380.34475045	4667.323	
18	0	2	117978.00292	444.93363934	2493.523	
19	0	3	117815.35948	162.64344562	1153.887	
20	0	2	117543.52968	271.82980128	2176.879	
21	0	2	117230.8099	312.71977622	3073.92	
22	0	3	117085.58783	145.22206860	1056.425	
23	0	2	116945.61824	139.96959634	1741.541	
24	0	3	116903.75809	41.86014529	1516.806	
25	0	3	116879.50299	24.25510340	1802.217	
26	0	3	116870.34563	9.15735473	1327.173	
27	0	2	116856.68329	13.66234562	671.7829	
28	0	2	116848.70246	7.98082823	1270.925	
29	0	2	116842.64618	6.05627863	174.3024	
30	0	3	116838.98208	3.66410405	629.6093	
31	0	2	116832.80211	6.17996477	837.2079	
32	0	3	116829.58803	3.21407594	857.7421	
33	0	4	116820.6566	8.93142972	769.2935	
34	0	2	116808.20715	12.44945618	393.4326	
35	0	2	116804.16322	4.04392653	436.5395	
36	0	2	116797.47622	6.68699885	214.7205	
37	0	3	116796.11094	1.36528107	93.94169	
38	0	3	116795.63373	0.47720971	136.2168	
39	0	4	116794.41233	1.22140288	162.7697	
40	0	2	116793.14124	1.27109376	173.5898	
41	0	3	116792.41135	0.72988770	55.39546	
42	0	3	116792.28614	0.12520829	6.064762	
43	0	2	116792.27923	0.00691123	8.399145	
44	0	4	116792.20381	0.07542067	22.37531	
45	0	3	116792.18499	0.01881976	12.48613	
46	0	2	116792.17061	0.01438319	19.1783	
47	0	4	116792.04755	0.12305927	51.07558	
48	0	4	116791.75599	0.29155322	22.92009	
49	0	3	116791.72324	0.03274804	2.893356	
50	0	3	116791.72157	0.00167571	3.001316	

Convergence criterion (GCONV=1E-8) satisfied.	

Fit Statistics	
-2 Log Likelihood	116791.7	
AIC  (smaller is better)	116821.7	
AICC (smaller is better)	116821.7	
BIC  (smaller is better)	116927.2	
CAIC (smaller is better)	116942.2	
HQIC (smaller is better)	116857.7	

Fit Statistics for Conditional Distribution	
-2 log L(shlt1 | r. effects)	81917.84	

Covariance Parameter Estimates	
Cov Parm	Subject	Estimate	Standard Error	
UN(1,1)	HHIDPN	10.3228	0.2454	
UN(2,1)	HHIDPN	-0.4917	0.02931	
UN(2,2)	HHIDPN	0.1153	0.005688	

Type III Tests of Fixed Effects	
Effect	Num DF	Den DF	F Value	Pr > F	
female	1	33231	0.04	0.8368	
smoke	1	33231	190.42	<.0001	
female*smoke	1	33231	3.30	0.0692	
wave1	1	7893	968.31	<.0001	
wave1*female	1	33231	4.29	0.0383	
wave1*smoke	1	33231	12.79	0.0003	
wave1*female*smoke	1	33231	0.84	0.3589	
age1	1	33231	82.52	<.0001	

Estimates	
Label	Estimate	Standard Error	DF	t Value	Pr > |t|	Alpha	Lower	Upper	Exponentiated
Estimate	
Gender effect: female vs. male at wave 1	-0.01818	0.08822	33231	-0.21	0.8368	0.05	-0.1911	0.1547	0.9820	
Smoking effect: not smoking vs. smoking at wave 1	-1.2167	0.08817	33231	-13.80	<.0001	0.05	-1.3895	-1.0439	0.2962	
Overall slope	0.2301	0.007395	33231	31.12	<.0001	0.05	0.2156	0.2446	1.2587	
Slope for non-smokers	0.2041	0.007396	33231	27.59	<.0001	0.05	0.1896	0.2186	1.2264	
Slope  for smokers	0.2561	0.01267	33231	20.22	<.0001	0.05	0.2313	0.2810	1.2919	
Difference in slopes by smoking	-0.05203	0.01455	33231	-3.58	0.0003	0.05	-0.08055	-0.02352	0.9493	
Slope for females	0.2151	0.01021	33231	21.07	<.0001	0.05	0.1951	0.2351	1.2399	
Slope  for males	0.2451	0.01052	33231	23.30	<.0001	0.05	0.2245	0.2658	1.2778	
Difference in slopes by gender	0.03008	0.01452	33231	2.07	0.0383	0.05	0.001617	0.05855	1.0305	
Slope  for female non-smokers	0.1824	0.01013	33231	18.00	<.0001	0.05	0.1625	0.2023	1.2001	
Slope  for female smokers	0.2477	0.01764	33231	14.04	<.0001	0.05	0.2132	0.2823	1.2811	
Slope  for male non-smokers	0.2258	0.01064	33231	21.22	<.0001	0.05	0.2049	0.2466	1.2533	
Slope  for male smokers	0.2645	0.01803	33231	14.67	<.0001	0.05	0.2292	0.2998	1.3028	
Intercept  for female non-smokers for 5 vs 1-4	-5.8616	0.07357	33231	-79.68	<.0001	0.05	-6.0058	-5.7174	0.002847	
Intercept  for female non-smokers for 4-5 vs 1-3	-3.1446	0.06690	33231	-47.01	<.0001	0.05	-3.2757	-3.0135	0.04308	
Intercept  for female non-smokers for 3-5 vs 1-2	-0.2660	0.06459	33231	-4.12	<.0001	0.05	-0.3926	-0.1394	0.7665	
Intercept  for female non-smokers for 2-5 vs 1	2.7724	0.06621	33231	41.87	<.0001	0.05	2.6427	2.9022	15.9976	
Intercept  for female smokers for 5 vs 1-4	-4.8044	0.1133	33231	-42.42	<.0001	0.05	-5.0264	-4.5824	0.008194	
Intercept  for female smokers for 4-5 vs 1-3	-2.0874	0.1098	33231	-19.01	<.0001	0.05	-2.3027	-1.8721	0.1240	
Intercept  for female smokers for 3-5 vs 1-2	0.7913	0.1093	33231	7.24	<.0001	0.05	0.5770	1.0056	2.2062	
Intercept  for female smokers for 2-5 vs 1	3.8297	0.1112	33231	34.43	<.0001	0.05	3.6117	4.0477	46.0478	
Intercept  for male non-smokers for 5 vs 1-4	-6.0029	0.07565	33231	-79.35	<.0001	0.05	-6.1512	-5.8546	0.002472	
Intercept  for male non-smokers for 4-5 vs 1-3	-3.2859	0.06895	33231	-47.65	<.0001	0.05	-3.4211	-3.1507	0.03741	
Intercept  for male non-smokers for 3-5 vs 1-2	-0.4073	0.06647	33231	-6.13	<.0001	0.05	-0.5375	-0.2770	0.6655	
Intercept  for male non-smokers for 2-5 vs 1	2.6312	0.06788	33231	38.76	<.0001	0.05	2.4981	2.7642	13.8899	
Intercept  for male smokers for 5 vs 1-4	-4.6268	0.1084	33231	-42.69	<.0001	0.05	-4.8392	-4.4143	0.009786	
Intercept  for male smokers for 4-5 vs 1-3	-1.9097	0.1049	33231	-18.20	<.0001	0.05	-2.1154	-1.7041	0.1481	
Intercept  for male smokers for 3-5 vs 1-2	0.9689	0.1045	33231	9.27	<.0001	0.05	0.7641	1.1737	2.6350	
Intercept  for male smokers for 2-5 vs 1	4.0073	0.1066	33231	37.59	<.0001	0.05	3.7983	4.2163	54.9988	

Estimates	
Label	Exponentiated
Lower	Exponentiated
Upper	
Gender effect: female vs. male at wave 1	0.8261	1.1673	
Smoking effect: not smoking vs. smoking at wave 1	0.2492	0.3521	
Overall slope	1.2406	1.2771	
Slope for non-smokers	1.2088	1.2443	
Slope  for smokers	1.2602	1.3244	
Difference in slopes by smoking	0.9226	0.9768	
Slope for females	1.2154	1.2650	
Slope  for males	1.2517	1.3044	
Difference in slopes by gender	1.0016	1.0603	
Slope  for female non-smokers	1.1765	1.2242	
Slope  for female smokers	1.2376	1.3262	
Slope  for male non-smokers	1.2275	1.2797	
Slope  for male smokers	1.2576	1.3496	
Intercept  for female non-smokers for 5 vs 1-4	0.002464	0.003288	
Intercept  for female non-smokers for 4-5 vs 1-3	0.03779	0.04912	
Intercept  for female non-smokers for 3-5 vs 1-2	0.6753	0.8699	
Intercept  for female non-smokers for 2-5 vs 1	14.0506	18.2143	
Intercept  for female smokers for 5 vs 1-4	0.006562	0.01023	
Intercept  for female smokers for 4-5 vs 1-3	0.09999	0.1538	
Intercept  for female smokers for 3-5 vs 1-2	1.7807	2.7334	
Intercept  for female smokers for 2-5 vs 1	37.0278	57.2652	
Intercept  for male non-smokers for 5 vs 1-4	0.002131	0.002867	
Intercept  for male non-smokers for 4-5 vs 1-3	0.03268	0.04282	
Intercept  for male non-smokers for 3-5 vs 1-2	0.5842	0.7581	
Intercept  for male non-smokers for 2-5 vs 1	12.1596	15.8663	
Intercept  for male smokers for 5 vs 1-4	0.007913	0.01210	
Intercept  for male smokers for 4-5 vs 1-3	0.1206	0.1819	
Intercept  for male smokers for 3-5 vs 1-2	2.1470	3.2340	
Intercept  for male smokers for 2-5 vs 1	44.6270	67.7810	

Model Information	
Data Set	WORK.WEIGHT	
Distribution	Multinomial	
Link Function	Cumulative Logit	
Dependent Variable	shlt	

Number of Observations Read	58555	
Number of Observations Used	49496	
Missing Values	9059	

Class Level Information	
Class	Levels	Values	
HHIDPN	8365	1010 2010 3010 3020 10001010 10003020 10038010 10050010 10059030 10075020 10083020 10090010 10094010 10097010 10109020 10114010 10147010 10155010 10196010 10210010 10210020 10217010 10225010 10237020 10237030 10257010 10281010 10281020 10299010 ...	
female	2	0 1	
smoke	2	0 1	

Response Profile	
Ordered
Value	shlt	Total
Frequency	
1	5	3611	
2	4	8098	
3	3	15002	
4	2	14974	
5	1	7811	

PROC GENMOD is modeling the probabilities of levels of shlt having LOWER Ordered Values in the response profile table.	

Parameter Information	
Parameter	Effect	female	smoke	
Prm1	female	0		
Prm2	female	1		
Prm3	smoke		0	
Prm4	smoke		1	
Prm5	female*smoke	0	0	
Prm6	female*smoke	0	1	
Prm7	female*smoke	1	0	
Prm8	female*smoke	1	1	
Prm9	wave1			
Prm10	wave1*female	0		
Prm11	wave1*female	1		
Prm12	wave1*smoke		0	
Prm13	wave1*smoke		1	
Prm14	wave1*female*smoke	0	0	
Prm15	wave1*female*smoke	0	1	
Prm16	wave1*female*smoke	1	0	
Prm17	wave1*female*smoke	1	1	
Prm18	age1			

Algorithm converged.	

GEE Model Information	
Correlation Structure	Independent	
Subject Effect	HHIDPN (8365 levels)	
Number of Clusters	8365	
Clusters With Missing Values	2512	
Correlation Matrix Dimension	7	
Maximum Cluster Size	7	
Minimum Cluster Size	1	

Algorithm converged.	

GEE Fit Criteria	
QIC	147051.7661	
QICu	147012.3953	

Analysis Of GEE Parameter Estimates	
Empirical Standard Error Estimates	
Parameter		Estimate	Standard Error	95% Confidence Limits	Z	Pr > |Z|	
Intercept1			-2.4347	0.0595	-2.5512	-2.3181	-40.94	<.0001	
Intercept2			-1.0442	0.0545	-1.1511	-0.9373	-19.15	<.0001	
Intercept3			0.3183	0.0537	0.2129	0.4236	5.92	<.0001	
Intercept4			1.8656	0.0557	1.7564	1.9748	33.48	<.0001	
female	0		0.0775	0.0740	-0.0676	0.2226	1.05	0.2951	
female	1		0.0000	0.0000	0.0000	0.0000	.	.	
smoke	0		-0.5120	0.0620	-0.6335	-0.3905	-8.26	<.0001	
smoke	1		0.0000	0.0000	0.0000	0.0000	.	.	
female*smoke	0	0	-0.1376	0.0862	-0.3065	0.0313	-1.60	0.1104	
female*smoke	0	1	0.0000	0.0000	0.0000	0.0000	.	.	
female*smoke	1	0	0.0000	0.0000	0.0000	0.0000	.	.	
female*smoke	1	1	0.0000	0.0000	0.0000	0.0000	.	.	
wave1			0.1006	0.0101	0.0808	0.1204	9.95	<.0001	
wave1*female	0		-0.0053	0.0149	-0.0346	0.0239	-0.36	0.7215	
wave1*female	1		0.0000	0.0000	0.0000	0.0000	.	.	
wave1*smoke	0		-0.0259	0.0115	-0.0484	-0.0034	-2.25	0.0243	
wave1*smoke	1		0.0000	0.0000	0.0000	0.0000	.	.	
wave1*female*smoke	0	0	0.0183	0.0170	-0.0151	0.0516	1.07	0.2831	
wave1*female*smoke	0	1	0.0000	0.0000	0.0000	0.0000	.	.	
wave1*female*smoke	1	0	0.0000	0.0000	0.0000	0.0000	.	.	
wave1*female*smoke	1	1	0.0000	0.0000	0.0000	0.0000	.	.	
age1			0.0360	0.0046	0.0270	0.0450	7.83	<.0001	

Score Statistics For Type 3 GEE Analysis	
Source	DF	Chi-Square	Pr > ChiSq	
female	1	0.04	0.8449	
smoke	1	166.04	<.0001	
female*smoke	1	2.41	0.1204	
wave1	1	374.32	<.0001	
wave1*female	1	0.20	0.6566	
wave1*smoke	1	3.79	0.0514	
wave1*female*smoke	1	1.14	0.2863	
age1	1	61.36	<.0001	

Contrast Estimate Results	
Label	Mean Estimate	Mean	L'Beta Estimate	Standard Error	Alpha	L'Beta	Chi-Square	Pr > ChiSq	
		Confidence Limits				Confidence Limits			
Overall slope	0.5224	0.5203	0.5245	0.0896	0.0043	0.05	0.0811	0.0980	428.52	<.0001	
Exp(Overall slope)				1.0937	0.0047	0.05	1.0845	1.1030			
Slope for non-smokers	0.5203	0.5183	0.5223	0.0812	0.0041	0.05	0.0731	0.0893	386.81	<.0001	
Exp(Slope for non-smokers)				1.0846	0.0045	0.05	1.0758	1.0934			
Slope  for smokers	0.5245	0.5208	0.5281	0.0979	0.0075	0.05	0.0832	0.1127	169.21	<.0001	
Exp(Slope  for smokers)				1.1029	0.0083	0.05	1.0867	1.1193			
Difference in slopes	0.4958	0.4916	0.5000	-0.0167	0.0085	0.05	-0.0334	-0.0000	3.86	0.0495	
Exp(Difference in slopes )				0.9834	0.0084	0.05	0.9671	1.0000			
Slope  for female non-smokers	0.5187	0.5160	0.5214	0.0747	0.0055	0.05	0.0639	0.0856	182.64	<.0001	
Exp(Slope  for female non-smokers)				1.0776	0.0060	0.05	1.0660	1.0893			
Slope  for female smokers	0.5251	0.5202	0.5301	0.1006	0.0101	0.05	0.0808	0.1204	98.93	<.0001	
Exp(Slope  for female smokers)				1.1058	0.0112	0.05	1.0841	1.1280			
Slope  for male non-smokers	0.5219	0.5189	0.5249	0.0877	0.0061	0.05	0.0758	0.0996	208.92	<.0001	
Exp(Slope  for male non-smokers)				1.0916	0.0066	0.05	1.0787	1.1047			
Slope  for male smokers	0.5238	0.5184	0.5292	0.0953	0.0111	0.05	0.0736	0.1170	74.03	<.0001	
Exp(Slope  for male smokers)				1.1000	0.0122	0.05	1.0763	1.1241			
Intercept  for female non-smokers for 5 vs 1-4	0.0499	0.0461	0.0540	-2.9467	0.0421	0.05	-3.0291	-2.8642	4908.0	<.0001	
Exp(Intercept  for female non-smokers for 5 vs 1-4)				0.0525	0.0022	0.05	0.0484	0.0570			
Intercept  for female non-smokers for 4-5 vs 1-3	0.1742	0.1646	0.1843	-1.5562	0.0349	0.05	-1.6247	-1.4877	1985.4	<.0001	
Exp(Intercept  for female non-smokers for 4-5 vs 1-3)				0.2109	0.0074	0.05	0.1970	0.2259			
Intercept  for female non-smokers for 3-5 vs 1-2	0.4517	0.4364	0.4671	-0.1937	0.0316	0.05	-0.2556	-0.1318	37.63	<.0001	
Exp(Intercept  for female non-smokers for 3-5 vs 1-2)				0.8239	0.0260	0.05	0.7744	0.8765			
Intercept  for female non-smokers for 2-5 vs 1	0.7947	0.7838	0.8052	1.3536	0.0336	0.05	1.2877	1.4194	1623.6	<.0001	
Exp(Intercept  for female non-smokers for 2-5 vs 1)				3.8713	0.1300	0.05	3.6246	4.1347			
Intercept  for female smokers for 5 vs 1-4	0.0806	0.0723	0.0896	-2.4347	0.0595	0.05	-2.5512	-2.3181	1676.4	<.0001	
Exp(Intercept  for female smokers for 5 vs 1-4)				0.0876	0.0052	0.05	0.0780	0.0985			
Intercept  for female smokers for 4-5 vs 1-3	0.2603	0.2403	0.2814	-1.0442	0.0545	0.05	-1.1511	-0.9373	366.81	<.0001	
Exp(Intercept  for female smokers for 4-5 vs 1-3)				0.3520	0.0192	0.05	0.3163	0.3917			
Intercept  for female smokers for 3-5 vs 1-2	0.5789	0.5530	0.6043	0.3183	0.0537	0.05	0.2129	0.4236	35.07	<.0001	
Exp(Intercept  for female smokers for 3-5 vs 1-2)				1.3748	0.0739	0.05	1.2373	1.5275			
Intercept  for female smokers for 2-5 vs 1	0.8659	0.8528	0.8781	1.8656	0.0557	0.05	1.7564	1.9748	1120.8	<.0001	
Exp(Intercept  for female smokers for 2-5 vs 1)				6.4596	0.3600	0.05	5.7913	7.2051			
Intercept  for male non-smokers for 5 vs 1-4	0.0471	0.0435	0.0510	-3.0068	0.0424	0.05	-3.0899	-2.9236	5026.8	<.0001	
Exp(Intercept  for male non-smokers for 5 vs 1-4)				0.0495	0.0021	0.05	0.0455	0.0537			
Intercept  for male non-smokers for 4-5 vs 1-3	0.1657	0.1564	0.1755	-1.6163	0.0352	0.05	-1.6852	-1.5473	2110.7	<.0001	
Exp(Intercept  for male non-smokers for 4-5 vs 1-3)				0.1986	0.0070	0.05	0.1854	0.2128			
Intercept  for male non-smokers for 3-5 vs 1-2	0.4369	0.4214	0.4525	-0.2538	0.0322	0.05	-0.3168	-0.1908	62.25	<.0001	
Exp(Intercept  for male non-smokers for 3-5 vs 1-2)				0.7758	0.0250	0.05	0.7284	0.8263			
Intercept  for male non-smokers for 2-5 vs 1	0.7847	0.7732	0.7958	1.2935	0.0342	0.05	1.2265	1.3605	1433.1	<.0001	
Exp(Intercept  for male non-smokers for 2-5 vs 1)				3.6455	0.1246	0.05	3.4094	3.8980			
Intercept  for male smokers for 5 vs 1-4	0.0865	0.0779	0.0959	-2.3572	0.0579	0.05	-2.4706	-2.2438	1659.7	<.0001	
Exp(Intercept  for male smokers for 5 vs 1-4)				0.0947	0.0055	0.05	0.0845	0.1061			
Intercept  for male smokers for 4-5 vs 1-3	0.2755	0.2556	0.2964	-0.9667	0.0522	0.05	-1.0690	-0.8645	343.33	<.0001	
Exp(Intercept  for male smokers for 4-5 vs 1-3)				0.3803	0.0198	0.05	0.3434	0.4213			
Intercept  for male smokers for 3-5 vs 1-2	0.5977	0.5732	0.6217	0.3958	0.0514	0.05	0.2949	0.4966	59.19	<.0001	
Exp(Intercept  for male smokers for 3-5 vs 1-2)				1.4855	0.0764	0.05	1.3431	1.6431			
Intercept  for male smokers for 2-5 vs 1	0.8747	0.8627	0.8858	1.9431	0.0538	0.05	1.8375	2.0486	1302.0	<.0001	
Exp(Intercept  for male smokers for 2-5 vs 1)				6.9801	0.3759	0.05	6.2810	7.7571			

smoke Least Squares Means	
shlt	smoke	wave1	age1	Estimate	Standard Error	z Value	Pr > |z|	Alpha	Lower	Upper	Mean	Standard Error of Mean	
5	0	0.00	0.08	-2.9737	0.03585	-82.95	<.0001	0.05	-3.0440	-2.9034	0.04863	0.001659	
5	1	0.00	0.08	-2.3929	0.04553	-52.56	<.0001	0.05	-2.4821	-2.3037	0.08371	0.003492	
4	0	0.00	0.08	-1.5832	0.02702	-58.58	<.0001	0.05	-1.6362	-1.5303	0.1703	0.003819	
4	1	0.00	0.08	-1.0024	0.03845	-26.07	<.0001	0.05	-1.0778	-0.9271	0.2685	0.007551	
3	0	0.00	0.08	-0.2207	0.02276	-9.70	<.0001	0.05	-0.2654	-0.1761	0.4450	0.005622	
3	1	0.00	0.08	0.3600	0.03740	9.63	<.0001	0.05	0.2867	0.4334	0.5891	0.009054	
2	0	0.00	0.08	1.3266	0.02551	52.01	<.0001	0.05	1.2766	1.3765	0.7903	0.004228	
2	1	0.00	0.08	1.9073	0.04043	47.18	<.0001	0.05	1.8281	1.9866	0.8707	0.004551	

smoke Least Squares Means	
shlt	smoke	Lower Mean	Upper Mean	Exponentiated	Exponentiated Lower	Exponentiated Upper	
5	0	0.04548	0.05198	0.05111	0.04765	0.05483	
5	1	0.07712	0.09082	0.09136	0.08356	0.09989	
4	0	0.1630	0.1780	0.2053	0.1947	0.2165	
4	1	0.2539	0.2835	0.3670	0.3403	0.3957	
3	0	0.4340	0.4561	0.8019	0.7669	0.8385	
3	1	0.5712	0.6067	1.4334	1.3321	1.5424	
2	0	0.7819	0.7984	3.7680	3.5843	3.9612	
2	1	0.8615	0.8794	6.7351	6.2220	7.2905	

Differences of smoke Least Squares Means	
smoke	_smoke	wave1	age1	Estimate	Standard Error	z Value	Pr > |z|	Alpha	Lower	Upper	Exponentiated	
0	1	0.00	0.08	-0.5808	0.04345	-13.37	<.0001	0.05	-0.6659	-0.4956	0.5595	

Differences of smoke Least Squares Means	
smoke	_smoke	Exponentiated Lower	Exponentiated Upper	
0	1	0.5138	0.6092	

Model Information	
Data Set	WORK.WEIGHT	
Distribution	Multinomial	
Link Function	Cumulative Logit	
Dependent Variable	shlt	
Scale Weight Variable	weight	

Number of Observations Read	58555	
Number of Observations Used	49394	
Sum of Weights	58399.69	
Missing Values	9161	

Class Level Information	
Class	Levels	Values	
HHIDPN	8365	1010 2010 3010 3020 10001010 10003020 10038010 10050010 10059030 10075020 10083020 10090010 10094010 10097010 10109020 10114010 10147010 10155010 10196010 10210010 10210020 10217010 10225010 10237020 10237030 10257010 10281010 10281020 10299010 ...	
female	2	0 1	
smoke	2	0 1	

Response Profile	
Ordered
Value	shlt	Total
Frequency	Total
Weight	
1	5	3595	5024.045	
2	4	8074	10298.35	
3	3	14966	17681.72	
4	2	14957	16933.92	
5	1	7802	8461.657	

PROC GENMOD is modeling the probabilities of levels of shlt having LOWER Ordered Values in the response profile table.	

Parameter Information	
Parameter	Effect	female	smoke	
Prm1	female	0		
Prm2	female	1		
Prm3	smoke		0	
Prm4	smoke		1	
Prm5	female*smoke	0	0	
Prm6	female*smoke	0	1	
Prm7	female*smoke	1	0	
Prm8	female*smoke	1	1	
Prm9	wave1			
Prm10	wave1*female	0		
Prm11	wave1*female	1		
Prm12	wave1*smoke		0	
Prm13	wave1*smoke		1	
Prm14	wave1*female*smoke	0	0	
Prm15	wave1*female*smoke	0	1	
Prm16	wave1*female*smoke	1	0	
Prm17	wave1*female*smoke	1	1	
Prm18	age1			

Algorithm converged.	

GEE Model Information	
Correlation Structure	Independent	
Subject Effect	HHIDPN (8365 levels)	
Number of Clusters	8365	
Clusters With Missing Values	2541	
Correlation Matrix Dimension	7	
Maximum Cluster Size	7	
Minimum Cluster Size	1	

Algorithm converged.	

GEE Fit Criteria	
QIC	174579.7480	
QICu	174520.4463	

Analysis Of GEE Parameter Estimates	
Empirical Standard Error Estimates	
Parameter		Estimate	Standard Error	95% Confidence Limits	Z	Pr > |Z|	
Intercept1			-2.3863	0.0601	-2.5040	-2.2685	-39.73	<.0001	
Intercept2			-1.0262	0.0549	-1.1339	-0.9186	-18.68	<.0001	
Intercept3			0.3132	0.0543	0.2068	0.4196	5.77	<.0001	
Intercept4			1.8671	0.0564	1.7566	1.9775	33.13	<.0001	
female	0		0.0774	0.0750	-0.0696	0.2245	1.03	0.3020	
female	1		0.0000	0.0000	0.0000	0.0000	.	.	
smoke	0		-0.5107	0.0624	-0.6331	-0.3884	-8.18	<.0001	
smoke	1		0.0000	0.0000	0.0000	0.0000	.	.	
female*smoke	0	0	-0.1362	0.0871	-0.3070	0.0346	-1.56	0.1180	
female*smoke	0	1	0.0000	0.0000	0.0000	0.0000	.	.	
female*smoke	1	0	0.0000	0.0000	0.0000	0.0000	.	.	
female*smoke	1	1	0.0000	0.0000	0.0000	0.0000	.	.	
wave1			0.1339	0.0109	0.1125	0.1552	12.27	<.0001	
wave1*female	0		0.0042	0.0166	-0.0284	0.0367	0.25	0.8017	
wave1*female	1		0.0000	0.0000	0.0000	0.0000	.	.	
wave1*smoke	0		-0.0380	0.0123	-0.0621	-0.0139	-3.09	0.0020	
wave1*smoke	1		0.0000	0.0000	0.0000	0.0000	.	.	
wave1*female*smoke	0	0	0.0119	0.0186	-0.0246	0.0484	0.64	0.5241	
wave1*female*smoke	0	1	0.0000	0.0000	0.0000	0.0000	.	.	
wave1*female*smoke	1	0	0.0000	0.0000	0.0000	0.0000	.	.	
wave1*female*smoke	1	1	0.0000	0.0000	0.0000	0.0000	.	.	
age1			0.0391	0.0048	0.0298	0.0485	8.18	<.0001	

Score Statistics For Type 3 GEE Analysis	
Source	DF	Chi-Square	Pr > ChiSq	
female	1	0.04	0.8354	
smoke	1	160.69	<.0001	
female*smoke	1	2.32	0.1275	
wave1	1	524.49	<.0001	
wave1*female	1	1.15	0.2836	
wave1*smoke	1	11.53	0.0007	
wave1*female*smoke	1	0.40	0.5286	
age1	1	66.28	<.0001	

Contrast Estimate Results	
Label	Mean Estimate	Mean	L'Beta Estimate	Standard Error	Alpha	L'Beta	Chi-Square	Pr > ChiSq	
		Confidence Limits				Confidence Limits			
Overall slope	0.5299	0.5277	0.5322	0.1199	0.0046	0.05	0.1108	0.1290	669.22	<.0001	
Exp(Overall slope)				1.1274	0.0052	0.05	1.1172	1.1377			
Slope for non-smokers	0.5259	0.5239	0.5280	0.1039	0.0042	0.05	0.0956	0.1121	609.65	<.0001	
Exp(Slope for non-smokers)				1.1095	0.0047	0.05	1.1003	1.1186			
Slope  for smokers	0.5339	0.5299	0.5380	0.1359	0.0083	0.05	0.1197	0.1522	269.82	<.0001	
Exp(Slope  for smokers)				1.1456	0.0095	0.05	1.1272	1.1643			
Difference in slopes	0.4920	0.4874	0.4965	-0.0321	0.0093	0.05	-0.0503	-0.0138	11.90	0.0006	
Exp(Difference in slopes )				0.9684	0.0090	0.05	0.9510	0.9862			
Slope  for female non-smokers	0.5239	0.5212	0.5267	0.0959	0.0057	0.05	0.0847	0.1070	284.85	<.0001	
Exp(Slope  for female non-smokers)				1.1006	0.0063	0.05	1.0884	1.1129			
Slope  for female smokers	0.5334	0.5281	0.5387	0.1339	0.0109	0.05	0.1125	0.1552	150.63	<.0001	
Exp(Slope  for female smokers)				1.1432	0.0125	0.05	1.1190	1.1679			
Slope  for male non-smokers	0.5279	0.5249	0.5310	0.1119	0.0062	0.05	0.0997	0.1241	323.75	<.0001	
Exp(Slope  for male non-smokers)				1.1184	0.0070	0.05	1.1048	1.1321			
Slope  for male smokers	0.5345	0.5284	0.5405	0.1380	0.0125	0.05	0.1135	0.1625	122.13	<.0001	
Exp(Slope  for male smokers)				1.1480	0.0143	0.05	1.1202	1.1765			
Intercept  for female non-smokers for 5 vs 1-4	0.0523	0.0483	0.0566	-2.8970	0.0424	0.05	-2.9801	-2.8138	4665.5	<.0001	
Exp(Intercept  for female non-smokers for 5 vs 1-4)				0.0552	0.0023	0.05	0.0508	0.0600			
Intercept  for female non-smokers for 4-5 vs 1-3	0.1770	0.1672	0.1872	-1.5369	0.0349	0.05	-1.6053	-1.4686	1943.0	<.0001	
Exp(Intercept  for female non-smokers for 4-5 vs 1-3)				0.2150	0.0075	0.05	0.2008	0.2303			
Intercept  for female non-smokers for 3-5 vs 1-2	0.4508	0.4355	0.4662	-0.1975	0.0316	0.05	-0.2595	-0.1355	38.99	<.0001	
Exp(Intercept  for female non-smokers for 3-5 vs 1-2)				0.8208	0.0260	0.05	0.7714	0.8732			
Intercept  for female non-smokers for 2-5 vs 1	0.7952	0.7842	0.8058	1.3564	0.0338	0.05	1.2901	1.4226	1609.3	<.0001	
Exp(Intercept  for female non-smokers for 2-5 vs 1)				3.8820	0.1313	0.05	3.6331	4.1480			
Intercept  for female smokers for 5 vs 1-4	0.0842	0.0756	0.0938	-2.3863	0.0601	0.05	-2.5040	-2.2685	1578.3	<.0001	
Exp(Intercept  for female smokers for 5 vs 1-4)				0.0920	0.0055	0.05	0.0818	0.1035			
Intercept  for female smokers for 4-5 vs 1-3	0.2638	0.2435	0.2853	-1.0262	0.0549	0.05	-1.1339	-0.9186	349.13	<.0001	
Exp(Intercept  for female smokers for 4-5 vs 1-3)				0.3584	0.0197	0.05	0.3218	0.3991			
Intercept  for female smokers for 3-5 vs 1-2	0.5777	0.5515	0.6034	0.3132	0.0543	0.05	0.2068	0.4196	33.29	<.0001	
Exp(Intercept  for female smokers for 3-5 vs 1-2)				1.3678	0.0742	0.05	1.2297	1.5213			
Intercept  for female smokers for 2-5 vs 1	0.8661	0.8528	0.8784	1.8671	0.0564	0.05	1.7566	1.9775	1097.8	<.0001	
Exp(Intercept  for female smokers for 2-5 vs 1)				6.4694	0.3646	0.05	5.7929	7.2249			
Intercept  for male non-smokers for 5 vs 1-4	0.0495	0.0457	0.0536	-2.9557	0.0430	0.05	-3.0400	-2.8715	4727.5	<.0001	
Exp(Intercept  for male non-smokers for 5 vs 1-4)				0.0520	0.0022	0.05	0.0478	0.0566			
Intercept  for male non-smokers for 4-5 vs 1-3	0.1686	0.1591	0.1785	-1.5957	0.0353	0.05	-1.6650	-1.5264	2038.4	<.0001	
Exp(Intercept  for male non-smokers for 4-5 vs 1-3)				0.2028	0.0072	0.05	0.1892	0.2173			
Intercept  for male non-smokers for 3-5 vs 1-2	0.4363	0.4207	0.4519	-0.2563	0.0324	0.05	-0.3198	-0.1928	62.63	<.0001	
Exp(Intercept  for male non-smokers for 3-5 vs 1-2)				0.7739	0.0251	0.05	0.7263	0.8246			
Intercept  for male non-smokers for 2-5 vs 1	0.7854	0.7738	0.7966	1.2976	0.0345	0.05	1.2299	1.3653	1411.2	<.0001	
Exp(Intercept  for male non-smokers for 2-5 vs 1)				3.6605	0.1264	0.05	3.4208	3.9169			
Intercept  for male smokers for 5 vs 1-4	0.0904	0.0814	0.1003	-2.3088	0.0586	0.05	-2.4236	-2.1940	1553.0	<.0001	
Exp(Intercept  for male smokers for 5 vs 1-4)				0.0994	0.0058	0.05	0.0886	0.1115			
Intercept  for male smokers for 4-5 vs 1-3	0.2791	0.2587	0.3005	-0.9488	0.0530	0.05	-1.0527	-0.8448	320.09	<.0001	
Exp(Intercept  for male smokers for 4-5 vs 1-3)				0.3872	0.0205	0.05	0.3490	0.4296			
Intercept  for male smokers for 3-5 vs 1-2	0.5964	0.5714	0.6209	0.3906	0.0525	0.05	0.2877	0.4936	55.33	<.0001	
Exp(Intercept  for male smokers for 3-5 vs 1-2)				1.4779	0.0776	0.05	1.3334	1.6381			
Intercept  for male smokers for 2-5 vs 1	0.8748	0.8626	0.8862	1.9445	0.0549	0.05	1.8369	2.0522	1252.8	<.0001	
Exp(Intercept  for male smokers for 2-5 vs 1)				6.9903	0.3840	0.05	6.2767	7.7850			

smoke Least Squares Means	
shlt	smoke	wave1	age1	Estimate	Standard Error	z Value	Pr > |z|	Alpha	Lower	Upper	Mean	Standard Error of Mean	
5	0	0.00	0.12	-2.9215	0.03633	-80.41	<.0001	0.05	-2.9927	-2.8503	0.05110	0.001762	
5	1	0.00	0.12	-2.3427	0.04598	-50.95	<.0001	0.05	-2.4328	-2.2526	0.08765	0.003677	
4	0	0.00	0.12	-1.5615	0.02700	-57.83	<.0001	0.05	-1.6144	-1.5086	0.1734	0.003871	
4	1	0.00	0.12	-0.9827	0.03884	-25.30	<.0001	0.05	-1.0588	-0.9065	0.2724	0.007697	
3	0	0.00	0.12	-0.2221	0.02285	-9.72	<.0001	0.05	-0.2669	-0.1773	0.4447	0.005643	
3	1	0.00	0.12	0.3567	0.03804	9.38	<.0001	0.05	0.2822	0.4313	0.5883	0.009214	
2	0	0.00	0.12	1.3318	0.02581	51.60	<.0001	0.05	1.2812	1.3824	0.7911	0.004265	
2	1	0.00	0.12	1.9106	0.04114	46.44	<.0001	0.05	1.8300	1.9913	0.8711	0.004619	

smoke Least Squares Means	
shlt	smoke	Lower Mean	Upper Mean	Exponentiated	Exponentiated Lower	Exponentiated Upper	
5	0	0.04775	0.05466	0.05385	0.05015	0.05783	
5	1	0.08070	0.09513	0.09607	0.08779	0.1051	
4	0	0.1660	0.1812	0.2098	0.1990	0.2212	
4	1	0.2575	0.2877	0.3743	0.3469	0.4039	
3	0	0.4337	0.4558	0.8008	0.7658	0.8375	
3	1	0.5701	0.6062	1.4287	1.3260	1.5393	
2	0	0.7827	0.7994	3.7879	3.6010	3.9844	
2	1	0.8618	0.8799	6.7574	6.2339	7.3248	

Differences of smoke Least Squares Means	
smoke	_smoke	wave1	age1	Estimate	Standard Error	z Value	Pr > |z|	Alpha	Lower	Upper	Exponentiated	
0	1	0.00	0.12	-0.5788	0.04395	-13.17	<.0001	0.05	-0.6650	-0.4927	0.5606	

Differences of smoke Least Squares Means	
smoke	_smoke	Exponentiated Lower	Exponentiated Upper	
0	1	0.5143	0.6110	

Model Information	
Data Set	WORK.LAGGED	
Response Variable	indicatorR	
Number of Response Levels	2	
Model	binary logit	
Optimization Technique	Fisher's scoring	

Number of Observations Read	58555	
Number of Observations Used	43539	

Response Profile	
Ordered
Value	indicatorR	Total
Frequency	
1	1	41035	
2	0	2504	

Probability modeled is indicatorR=1.	

Note:	15016 observations were deleted due to missing values for the response or explanatory variables.	

Class Level Information	
Class	Value	Design Variables	
female	0	1	
	1	-1	
			
smoke	0	1	
	1	-1	
			
pcancer	0	1	
	1	-1	
			
pdiab	0	1	
	1	-1	
			
pheart	0	1	
	1	-1	
			
phibp	0	1	
	1	-1	
			
plung	0	1	
	1	-1	
			
pstrok	0	1	
	1	-1	

Model Convergence Status	
Convergence criterion (GCONV=1E-8) satisfied.	

Model Fit Statistics	
Criterion	Intercept Only	Intercept and Covariates	
AIC	19164.832	15035.858	
SC	19173.514	15140.035	
-2 Log L	19162.832	15011.858	

Testing Global Null Hypothesis: BETA=0	
Test	Chi-Square	DF	Pr > ChiSq	
Likelihood Ratio	4150.9745	11	<.0001	
Score	4249.0928	11	<.0001	
Wald	3187.4545	11	<.0001	

Type 3 Analysis of Effects	
Effect	DF	Wald
Chi-Square	Pr > ChiSq	
age1	1	5.1617	0.0231	
female	1	33.9741	<.0001	
smoke	1	1.9340	0.1643	
wave1	1	0.2499	0.6171	
shltMNAR	1	2746.8367	<.0001	
pcancer	1	19.6186	<.0001	
pdiab	1	9.0518	0.0026	
pheart	1	13.1662	0.0003	
phibp	1	2.4342	0.1187	
plung	1	2.5756	0.1085	
pstrok	1	0.0734	0.7864	

Analysis of Maximum Likelihood Estimates	
Parameter		DF	Estimate	Standard
Error	Wald
Chi-Square	Pr > ChiSq	
Intercept		1	7.0538	0.1334	2794.0521	<.0001	
age1		1	-0.0140	0.00617	5.1617	0.0231	
female	0	1	-0.1325	0.0227	33.9741	<.0001	
smoke	0	1	-0.0338	0.0243	1.9340	0.1643	
wave1		1	0.00663	0.0133	0.2499	0.6171	
shltMNAR		1	-1.1918	0.0227	2746.8367	<.0001	
pcancer	0	1	0.1486	0.0335	19.6186	<.0001	
pdiab	0	1	-0.0853	0.0284	9.0518	0.0026	
pheart	0	1	-0.0977	0.0269	13.1662	0.0003	
phibp	0	1	-0.0364	0.0233	2.4342	0.1187	
plung	0	1	-0.0533	0.0332	2.5756	0.1085	
pstrok	0	1	-0.0109	0.0404	0.0734	0.7864	

Odds Ratio Estimates	
Effect	Point Estimate	95% Wald
Confidence Limits	
age1	0.986	0.974	0.998	
female   0 vs 1	0.767	0.702	0.839	
smoke    0 vs 1	0.935	0.850	1.028	
wave1	1.007	0.981	1.033	
shltMNAR	0.304	0.290	0.318	
pcancer  0 vs 1	1.346	1.180	1.535	
pdiab    0 vs 1	0.843	0.754	0.942	
pheart   0 vs 1	0.823	0.740	0.914	
phibp    0 vs 1	0.930	0.849	1.019	
plung    0 vs 1	0.899	0.789	1.024	
pstrok   0 vs 1	0.978	0.835	1.146	

Association of Predicted Probabilities and Observed Responses	
Percent Concordant	79.8	Somers' D	0.599	
Percent Discordant	19.9	Gamma	0.601	
Percent Tied	0.3	Tau-a	0.065	
Pairs	102751640	c	0.800	

Model Information	
Data Set	WORK.WEIGHT	
Distribution	Multinomial	
Link Function	Cumulative Logit	
Dependent Variable	shlt	
Scale Weight Variable	weight	

Number of Observations Read	58555	
Number of Observations Used	49394	
Sum of Weights	57990.79	
Missing Values	9161	

Class Level Information	
Class	Levels	Values	
HHIDPN	8365	1010 2010 3010 3020 10001010 10003020 10038010 10050010 10059030 10075020 10083020 10090010 10094010 10097010 10109020 10114010 10147010 10155010 10196010 10210010 10210020 10217010 10225010 10237020 10237030 10257010 10281010 10281020 10299010 ...	
female	2	0 1	
smoke	2	0 1	

Response Profile	
Ordered
Value	shlt	Total
Frequency	Total
Weight	
1	5	3595	6757.929	
2	4	8074	10830.07	
3	3	14966	16730.02	
4	2	14957	15715.67	
5	1	7802	7957.089	

PROC GENMOD is modeling the probabilities of levels of shlt having LOWER Ordered Values in the response profile table.	

Parameter Information	
Parameter	Effect	female	smoke	
Prm1	female	0		
Prm2	female	1		
Prm3	smoke		0	
Prm4	smoke		1	
Prm5	female*smoke	0	0	
Prm6	female*smoke	0	1	
Prm7	female*smoke	1	0	
Prm8	female*smoke	1	1	
Prm9	wave1			
Prm10	wave1*female	0		
Prm11	wave1*female	1		
Prm12	wave1*smoke		0	
Prm13	wave1*smoke		1	
Prm14	wave1*female*smoke	0	0	
Prm15	wave1*female*smoke	0	1	
Prm16	wave1*female*smoke	1	0	
Prm17	wave1*female*smoke	1	1	
Prm18	age1			

Algorithm converged.	

GEE Model Information	
Correlation Structure	Independent	
Subject Effect	HHIDPN (8365 levels)	
Number of Clusters	8365	
Clusters With Missing Values	2541	
Correlation Matrix Dimension	7	
Maximum Cluster Size	7	
Minimum Cluster Size	1	

Algorithm converged.	

GEE Fit Criteria	
QIC	176403.3938	
QICu	176332.5716	

Analysis Of GEE Parameter Estimates	
Empirical Standard Error Estimates	
Parameter		Estimate	Standard Error	95% Confidence Limits	Z	Pr > |Z|	
Intercept1			-2.1779	0.0594	-2.2943	-2.0616	-36.68	<.0001	
Intercept2			-0.9465	0.0546	-1.0535	-0.8395	-17.34	<.0001	
Intercept3			0.3059	0.0541	0.1999	0.4119	5.66	<.0001	
Intercept4			1.8198	0.0561	1.7098	1.9298	32.43	<.0001	
female	0		0.0854	0.0748	-0.0612	0.2320	1.14	0.2537	
female	1		0.0000	0.0000	0.0000	0.0000	.	.	
smoke	0		-0.5023	0.0621	-0.6240	-0.3805	-8.09	<.0001	
smoke	1		0.0000	0.0000	0.0000	0.0000	.	.	
female*smoke	0	0	-0.1485	0.0869	-0.3187	0.0218	-1.71	0.0874	
female*smoke	0	1	0.0000	0.0000	0.0000	0.0000	.	.	
female*smoke	1	0	0.0000	0.0000	0.0000	0.0000	.	.	
female*smoke	1	1	0.0000	0.0000	0.0000	0.0000	.	.	
wave1			0.1684	0.0114	0.1460	0.1907	14.77	<.0001	
wave1*female	0		0.0029	0.0175	-0.0314	0.0371	0.16	0.8694	
wave1*female	1		0.0000	0.0000	0.0000	0.0000	.	.	
wave1*smoke	0		-0.0345	0.0131	-0.0602	-0.0088	-2.63	0.0086	
wave1*smoke	1		0.0000	0.0000	0.0000	0.0000	.	.	
wave1*female*smoke	0	0	0.0245	0.0202	-0.0150	0.0641	1.22	0.2237	
wave1*female*smoke	0	1	0.0000	0.0000	0.0000	0.0000	.	.	
wave1*female*smoke	1	0	0.0000	0.0000	0.0000	0.0000	.	.	
wave1*female*smoke	1	1	0.0000	0.0000	0.0000	0.0000	.	.	
age1			0.0391	0.0052	0.0290	0.0492	7.58	<.0001	

Score Statistics For Type 3 GEE Analysis	
Source	DF	Chi-Square	Pr > ChiSq	
female	1	0.06	0.8011	
smoke	1	163.03	<.0001	
female*smoke	1	2.86	0.0910	
wave1	1	709.42	<.0001	
wave1*female	1	2.24	0.1348	
wave1*smoke	1	4.77	0.0289	
wave1*female*smoke	1	1.47	0.2250	
age1	1	56.81	<.0001	

Contrast Estimate Results	
Label	Mean Estimate	Mean	L'Beta Estimate	Standard Error	Alpha	L'Beta	Chi-Square	Pr > ChiSq	
		Confidence Limits				Confidence Limits			
Overall slope	0.5396	0.5372	0.5419	0.1587	0.0048	0.05	0.1493	0.1682	1083.6	<.0001	
Exp(Overall slope)				1.1720	0.0057	0.05	1.1610	1.1831			
Slope for non-smokers	0.5368	0.5345	0.5392	0.1476	0.0048	0.05	0.1383	0.1570	958.30	<.0001	
Exp(Slope for non-smokers)				1.1591	0.0055	0.05	1.1483	1.1699			
Slope  for smokers	0.5423	0.5381	0.5466	0.1698	0.0087	0.05	0.1528	0.1868	384.72	<.0001	
Exp(Slope  for smokers)				1.1851	0.0103	0.05	1.1651	1.2054			
Difference in slopes	0.4945	0.4895	0.4994	-0.0222	0.0101	0.05	-0.0420	-0.0024	4.81	0.0282	
Exp(Difference in slopes )				0.9780	0.0099	0.05	0.9588	0.9976			
Slope  for female non-smokers	0.5334	0.5304	0.5365	0.1339	0.0062	0.05	0.1217	0.1461	462.96	<.0001	
Exp(Slope  for female non-smokers)				1.1433	0.0071	0.05	1.1294	1.1573			
Slope  for female smokers	0.5420	0.5364	0.5475	0.1684	0.0114	0.05	0.1460	0.1907	218.23	<.0001	
Exp(Slope  for female smokers)				1.1834	0.0135	0.05	1.1572	1.2101			
Slope  for male non-smokers	0.5402	0.5366	0.5439	0.1613	0.0076	0.05	0.1465	0.1762	453.67	<.0001	
Exp(Slope  for male non-smokers)				1.1751	0.0089	0.05	1.1577	1.1926			
Slope  for male smokers	0.5427	0.5363	0.5491	0.1712	0.0131	0.05	0.1455	0.1970	169.75	<.0001	
Exp(Slope  for male smokers)				1.1868	0.0156	0.05	1.1566	1.2177			
Intercept  for female non-smokers for 5 vs 1-4	0.0642	0.0594	0.0693	-2.6802	0.0421	0.05	-2.7626	-2.5977	4058.1	<.0001	
Exp(Intercept  for female non-smokers for 5 vs 1-4)				0.0686	0.0029	0.05	0.0631	0.0744			
Intercept  for female non-smokers for 4-5 vs 1-3	0.1902	0.1800	0.2008	-1.4488	0.0344	0.05	-1.5162	-1.3813	1771.5	<.0001	
Exp(Intercept  for female non-smokers for 4-5 vs 1-3)				0.2349	0.0081	0.05	0.2195	0.2513			
Intercept  for female non-smokers for 3-5 vs 1-2	0.4511	0.4358	0.4664	-0.1963	0.0315	0.05	-0.2581	-0.1346	38.81	<.0001	
Exp(Intercept  for female non-smokers for 3-5 vs 1-2)				0.8217	0.0259	0.05	0.7725	0.8741			
Intercept  for female non-smokers for 2-5 vs 1	0.7888	0.7776	0.7996	1.3175	0.0337	0.05	1.2515	1.3835	1529.3	<.0001	
Exp(Intercept  for female non-smokers for 2-5 vs 1)				3.7341	0.1258	0.05	3.4955	3.9890			
Intercept  for female smokers for 5 vs 1-4	0.1018	0.0916	0.1129	-2.1779	0.0594	0.05	-2.2943	-2.0616	1345.6	<.0001	
Exp(Intercept  for female smokers for 5 vs 1-4)				0.1133	0.0067	0.05	0.1008	0.1273			
Intercept  for female smokers for 4-5 vs 1-3	0.2796	0.2586	0.3016	-0.9465	0.0546	0.05	-1.0535	-0.8395	300.76	<.0001	
Exp(Intercept  for female smokers for 4-5 vs 1-3)				0.3881	0.0212	0.05	0.3487	0.4319			
Intercept  for female smokers for 3-5 vs 1-2	0.5759	0.5498	0.6015	0.3059	0.0541	0.05	0.1999	0.4119	32.01	<.0001	
Exp(Intercept  for female smokers for 3-5 vs 1-2)				1.3579	0.0734	0.05	1.2213	1.5097			
Intercept  for female smokers for 2-5 vs 1	0.8605	0.8468	0.8732	1.8198	0.0561	0.05	1.7098	1.9298	1051.4	<.0001	
Exp(Intercept  for female smokers for 2-5 vs 1)				6.1705	0.3463	0.05	5.5277	6.8879			
Intercept  for male non-smokers for 5 vs 1-4	0.0605	0.0559	0.0654	-2.7433	0.0426	0.05	-2.8267	-2.6598	4149.4	<.0001	
Exp(Intercept  for male non-smokers for 5 vs 1-4)				0.0644	0.0027	0.05	0.0592	0.0700			
Intercept  for male non-smokers for 4-5 vs 1-3	0.1807	0.1707	0.1911	-1.5119	0.0351	0.05	-1.5807	-1.4430	1851.9	<.0001	
Exp(Intercept  for male non-smokers for 4-5 vs 1-3)				0.2205	0.0077	0.05	0.2058	0.2362			
Intercept  for male non-smokers for 3-5 vs 1-2	0.4355	0.4199	0.4512	-0.2594	0.0325	0.05	-0.3232	-0.1957	63.63	<.0001	
Exp(Intercept  for male non-smokers for 3-5 vs 1-2)				0.7715	0.0251	0.05	0.7239	0.8223			
Intercept  for male non-smokers for 2-5 vs 1	0.7781	0.7661	0.7896	1.2544	0.0347	0.05	1.1864	1.3225	1305.1	<.0001	
Exp(Intercept  for male non-smokers for 2-5 vs 1)				3.5058	0.1217	0.05	3.2752	3.7527			
Intercept  for male smokers for 5 vs 1-4	0.1098	0.0992	0.1214	-2.0926	0.0580	0.05	-2.2062	-1.9789	1303.0	<.0001	
Exp(Intercept  for male smokers for 5 vs 1-4)				0.1234	0.0072	0.05	0.1101	0.1382			
Intercept  for male smokers for 4-5 vs 1-3	0.2971	0.2759	0.3192	-0.8611	0.0529	0.05	-0.9648	-0.7575	265.12	<.0001	
Exp(Intercept  for male smokers for 4-5 vs 1-3)				0.4227	0.0224	0.05	0.3811	0.4688			
Intercept  for male smokers for 3-5 vs 1-2	0.5966	0.5716	0.6211	0.3913	0.0525	0.05	0.2884	0.4942	55.54	<.0001	
Exp(Intercept  for male smokers for 3-5 vs 1-2)				1.4789	0.0777	0.05	1.3343	1.6392			
Intercept  for male smokers for 2-5 vs 1	0.8705	0.8579	0.8821	1.9051	0.0549	0.05	1.7976	2.0127	1205.0	<.0001	
Exp(Intercept  for male smokers for 2-5 vs 1)				6.7204	0.3688	0.05	6.0350	7.4836			

smoke Least Squares Means	
shlt	smoke	wave1	age1	Estimate	Standard Error	z Value	Pr > |z|	Alpha	Lower	Upper	Mean	Standard Error of Mean	
5	0	0.00	0.11	-2.7073	0.03589	-75.43	<.0001	0.05	-2.7777	-2.6370	0.06254	0.002105	
5	1	0.00	0.11	-2.1308	0.04523	-47.11	<.0001	0.05	-2.2195	-2.0422	0.1061	0.004291	
4	0	0.00	0.11	-1.4759	0.02657	-55.54	<.0001	0.05	-1.5280	-1.4238	0.1860	0.004024	
4	1	0.00	0.11	-0.8994	0.03861	-23.29	<.0001	0.05	-0.9751	-0.8237	0.2892	0.007937	
3	0	0.00	0.11	-0.2235	0.02287	-9.77	<.0001	0.05	-0.2683	-0.1786	0.4444	0.005647	
3	1	0.00	0.11	0.3530	0.03801	9.29	<.0001	0.05	0.2785	0.4275	0.5874	0.009213	
2	0	0.00	0.11	1.2904	0.02586	49.90	<.0001	0.05	1.2397	1.3411	0.7842	0.004376	
2	1	0.00	0.11	1.8669	0.04106	45.47	<.0001	0.05	1.7864	1.9474	0.8661	0.004762	

smoke Least Squares Means	
shlt	smoke	Lower Mean	Upper Mean	Exponentiated	Exponentiated Lower	Exponentiated Upper	
5	0	0.05854	0.06680	0.06672	0.06218	0.07158	
5	1	0.09802	0.1148	0.1187	0.1087	0.1297	
4	0	0.1783	0.1941	0.2286	0.2170	0.2408	
4	1	0.2739	0.3050	0.4068	0.3772	0.4388	
3	0	0.4333	0.4555	0.7997	0.7647	0.8364	
3	1	0.5692	0.6053	1.4234	1.3212	1.5335	
2	0	0.7755	0.7927	3.6342	3.4546	3.8231	
2	1	0.8565	0.8752	6.4680	5.9679	7.0101	

Differences of smoke Least Squares Means	
smoke	_smoke	wave1	age1	Estimate	Standard Error	z Value	Pr > |z|	Alpha	Lower	Upper	Exponentiated	
0	1	0.00	0.11	-0.5765	0.04383	-13.15	<.0001	0.05	-0.6624	-0.4906	0.5619	

Differences of smoke Least Squares Means	
smoke	_smoke	Exponentiated Lower	Exponentiated Upper	
0	1	0.5156	0.6123	

Model Information	
Data Set	WORK.LAGGED	
Response Variable	indicatorR	
Number of Response Levels	2	
Model	binary logit	
Optimization Technique	Fisher's scoring	

Number of Observations Read	58555	
Number of Observations Used	43539	

Response Profile	
Ordered
Value	indicatorR	Total
Frequency	
1	1	41035	
2	0	2504	

Probability modeled is indicatorR=1.	

Note:	15016 observations were deleted due to missing values for the response or explanatory variables.	

Class Level Information	
Class	Value	Design Variables	
female	0	1	
	1	-1	
			
smoke	0	1	
	1	-1	
			
pcancer	0	1	
	1	-1	
			
pdiab	0	1	
	1	-1	
			
pheart	0	1	
	1	-1	
			
phibp	0	1	
	1	-1	
			
plung	0	1	
	1	-1	
			
pstrok	0	1	
	1	-1	

Model Convergence Status	
Convergence criterion (GCONV=1E-8) satisfied.	

Model Fit Statistics	
Criterion	Intercept Only	Intercept and Covariates	
AIC	19164.832	15645.781	
SC	19173.514	15749.958	
-2 Log L	19162.832	15621.781	

Testing Global Null Hypothesis: BETA=0	
Test	Chi-Square	DF	Pr > ChiSq	
Likelihood Ratio	3541.0508	11	<.0001	
Score	3671.4275	11	<.0001	
Wald	2879.9108	11	<.0001	

Type 3 Analysis of Effects	
Effect	DF	Wald
Chi-Square	Pr > ChiSq	
age1	1	6.2721	0.0123	
female	1	35.0044	<.0001	
smoke	1	0.5141	0.4734	
wave1	1	0.4848	0.4862	
shltMNAR	1	2376.0835	<.0001	
pcancer	1	26.1086	<.0001	
pdiab	1	4.4144	0.0356	
pheart	1	7.6781	0.0056	
phibp	1	1.0024	0.3167	
plung	1	0.4559	0.4996	
pstrok	1	0.1889	0.6638	

Analysis of Maximum Likelihood Estimates	
Parameter		DF	Estimate	Standard
Error	Wald
Chi-Square	Pr > ChiSq	
Intercept		1	6.3982	0.1277	2509.5729	<.0001	
age1		1	-0.0152	0.00608	6.2721	0.0123	
female	0	1	-0.1327	0.0224	35.0044	<.0001	
smoke	0	1	-0.0172	0.0240	0.5141	0.4734	
wave1		1	0.00912	0.0131	0.4848	0.4862	
shltMNAR		1	-1.0578	0.0217	2376.0835	<.0001	
pcancer	0	1	0.1685	0.0330	26.1086	<.0001	
pdiab	0	1	-0.0590	0.0281	4.4144	0.0356	
pheart	0	1	-0.0738	0.0266	7.6781	0.0056	
phibp	0	1	-0.0230	0.0230	1.0024	0.3167	
plung	0	1	-0.0222	0.0329	0.4559	0.4996	
pstrok	0	1	0.0174	0.0400	0.1889	0.6638	

Odds Ratio Estimates	
Effect	Point Estimate	95% Wald
Confidence Limits	
age1	0.985	0.973	0.997	
female   0 vs 1	0.767	0.702	0.837	
smoke    0 vs 1	0.966	0.879	1.061	
wave1	1.009	0.984	1.035	
shltMNAR	0.347	0.333	0.362	
pcancer  0 vs 1	1.401	1.231	1.594	
pdiab    0 vs 1	0.889	0.796	0.992	
pheart   0 vs 1	0.863	0.777	0.958	
phibp    0 vs 1	0.955	0.873	1.045	
plung    0 vs 1	0.956	0.841	1.088	
pstrok   0 vs 1	1.035	0.885	1.211	

Association of Predicted Probabilities and Observed Responses	
Percent Concordant	77.3	Somers' D	0.558	
Percent Discordant	21.5	Gamma	0.565	
Percent Tied	1.2	Tau-a	0.061	
Pairs	102751640	c	0.779	

Model Information	
Data Set	WORK.WEIGHT	
Distribution	Multinomial	
Link Function	Cumulative Logit	
Dependent Variable	shlt	
Scale Weight Variable	weight	

Number of Observations Read	58555	
Number of Observations Used	49394	
Sum of Weights	57947.22	
Missing Values	9161	

Class Level Information	
Class	Levels	Values	
HHIDPN	8365	1010 2010 3010 3020 10001010 10003020 10038010 10050010 10059030 10075020 10083020 10090010 10094010 10097010 10109020 10114010 10147010 10155010 10196010 10210010 10210020 10217010 10225010 10237020 10237030 10257010 10281010 10281020 10299010 ...	
female	2	0 1	
smoke	2	0 1	

Response Profile	
Ordered
Value	shlt	Total
Frequency	Total
Weight	
1	5	3595	6459.301	
2	4	8074	10792.97	
3	3	14966	16875.53	
4	2	14957	15830.22	
5	1	7802	7989.202	

PROC GENMOD is modeling the probabilities of levels of shlt having LOWER Ordered Values in the response profile table.	

Parameter Information	
Parameter	Effect	female	smoke	
Prm1	female	0		
Prm2	female	1		
Prm3	smoke		0	
Prm4	smoke		1	
Prm5	female*smoke	0	0	
Prm6	female*smoke	0	1	
Prm7	female*smoke	1	0	
Prm8	female*smoke	1	1	
Prm9	wave1			
Prm10	wave1*female	0		
Prm11	wave1*female	1		
Prm12	wave1*smoke		0	
Prm13	wave1*smoke		1	
Prm14	wave1*female*smoke	0	0	
Prm15	wave1*female*smoke	0	1	
Prm16	wave1*female*smoke	1	0	
Prm17	wave1*female*smoke	1	1	
Prm18	age1			

Algorithm converged.	

GEE Model Information	
Correlation Structure	Independent	
Subject Effect	HHIDPN (8365 levels)	
Number of Clusters	8365	
Clusters With Missing Values	2541	
Correlation Matrix Dimension	7	
Maximum Cluster Size	7	
Minimum Cluster Size	1	

Algorithm converged.	

GEE Fit Criteria	
QIC	175843.5966	
QICu	175775.9062	

Analysis Of GEE Parameter Estimates	
Empirical Standard Error Estimates	
Parameter		Estimate	Standard Error	95% Confidence Limits	Z	Pr > |Z|	
Intercept1			-2.2101	0.0595	-2.3266	-2.0935	-37.17	<.0001	
Intercept2			-0.9557	0.0546	-1.0627	-0.8486	-17.50	<.0001	
Intercept3			0.3109	0.0541	0.2049	0.4170	5.75	<.0001	
Intercept4			1.8302	0.0562	1.7202	1.9403	32.59	<.0001	
female	0		0.0850	0.0748	-0.0617	0.2316	1.14	0.2562	
female	1		0.0000	0.0000	0.0000	0.0000	.	.	
smoke	0		-0.5045	0.0622	-0.6264	-0.3827	-8.12	<.0001	
smoke	1		0.0000	0.0000	0.0000	0.0000	.	.	
female*smoke	0	0	-0.1463	0.0869	-0.3166	0.0240	-1.68	0.0923	
female*smoke	0	1	0.0000	0.0000	0.0000	0.0000	.	.	
female*smoke	1	0	0.0000	0.0000	0.0000	0.0000	.	.	
female*smoke	1	1	0.0000	0.0000	0.0000	0.0000	.	.	
wave1			0.1646	0.0112	0.1426	0.1866	14.66	<.0001	
wave1*female	0		0.0029	0.0172	-0.0307	0.0365	0.17	0.8666	
wave1*female	1		0.0000	0.0000	0.0000	0.0000	.	.	
wave1*smoke	0		-0.0358	0.0129	-0.0610	-0.0106	-2.78	0.0054	
wave1*smoke	1		0.0000	0.0000	0.0000	0.0000	.	.	
wave1*female*smoke	0	0	0.0224	0.0197	-0.0162	0.0609	1.14	0.2549	
wave1*female*smoke	0	1	0.0000	0.0000	0.0000	0.0000	.	.	
wave1*female*smoke	1	0	0.0000	0.0000	0.0000	0.0000	.	.	
wave1*female*smoke	1	1	0.0000	0.0000	0.0000	0.0000	.	.	
age1			0.0395	0.0051	0.0295	0.0494	7.78	<.0001	

Score Statistics For Type 3 GEE Analysis	
Source	DF	Chi-Square	Pr > ChiSq	
female	1	0.07	0.7897	
smoke	1	163.08	<.0001	
female*smoke	1	2.76	0.0968	
wave1	1	707.51	<.0001	
wave1*female	1	2.03	0.1544	
wave1*smoke	1	6.16	0.0131	
wave1*female*smoke	1	1.29	0.2568	
age1	1	59.79	<.0001	

Contrast Estimate Results	
Label	Mean Estimate	Mean	L'Beta Estimate	Standard Error	Alpha	L'Beta	Chi-Square	Pr > ChiSq	
		Confidence Limits				Confidence Limits			
Overall slope	0.5384	0.5360	0.5407	0.1537	0.0047	0.05	0.1444	0.1630	1051.0	<.0001	
Exp(Overall slope)				1.1661	0.0055	0.05	1.1554	1.1770			
Slope for non-smokers	0.5353	0.5330	0.5375	0.1414	0.0046	0.05	0.1324	0.1504	945.77	<.0001	
Exp(Slope for non-smokers)				1.1519	0.0053	0.05	1.1416	1.1623			
Slope  for smokers	0.5414	0.5373	0.5455	0.1660	0.0085	0.05	0.1493	0.1827	380.71	<.0001	
Exp(Slope  for smokers)				1.1806	0.0100	0.05	1.1611	1.2004			
Difference in slopes	0.4938	0.4890	0.4987	-0.0246	0.0099	0.05	-0.0439	-0.0053	6.23	0.0125	
Exp(Difference in slopes )				0.9757	0.0096	0.05	0.9570	0.9947			
Slope  for female non-smokers	0.5321	0.5292	0.5351	0.1288	0.0061	0.05	0.1169	0.1407	450.80	<.0001	
Exp(Slope  for female non-smokers)				1.1374	0.0069	0.05	1.1240	1.1510			
Slope  for female smokers	0.5410	0.5356	0.5465	0.1646	0.0112	0.05	0.1426	0.1866	214.94	<.0001	
Exp(Slope  for female smokers)				1.1789	0.0132	0.05	1.1532	1.2051			
Slope  for male non-smokers	0.5384	0.5349	0.5419	0.1540	0.0072	0.05	0.1400	0.1681	459.47	<.0001	
Exp(Slope  for male non-smokers)				1.1665	0.0084	0.05	1.1502	1.1831			
Slope  for male smokers	0.5418	0.5355	0.5480	0.1675	0.0129	0.05	0.1422	0.1927	168.96	<.0001	
Exp(Slope  for male smokers)				1.1823	0.0152	0.05	1.1528	1.2125			
Intercept  for female non-smokers for 5 vs 1-4	0.0621	0.0575	0.0671	-2.7146	0.0421	0.05	-2.7971	-2.6322	4163.9	<.0001	
Exp(Intercept  for female non-smokers for 5 vs 1-4)				0.0662	0.0028	0.05	0.0610	0.0719			
Intercept  for female non-smokers for 4-5 vs 1-3	0.1884	0.1783	0.1990	-1.4602	0.0345	0.05	-1.5278	-1.3927	1794.5	<.0001	
Exp(Intercept  for female non-smokers for 4-5 vs 1-3)				0.2322	0.0080	0.05	0.2170	0.2484			
Intercept  for female non-smokers for 3-5 vs 1-2	0.4517	0.4365	0.4671	-0.1936	0.0315	0.05	-0.2554	-0.1318	37.73	<.0001	
Exp(Intercept  for female non-smokers for 3-5 vs 1-2)				0.8240	0.0260	0.05	0.7746	0.8765			
Intercept  for female non-smokers for 2-5 vs 1	0.7901	0.7790	0.8009	1.3257	0.0337	0.05	1.2596	1.3917	1547.5	<.0001	
Exp(Intercept  for female non-smokers for 2-5 vs 1)				3.7647	0.1269	0.05	3.5241	4.0218			
Intercept  for female smokers for 5 vs 1-4	0.0989	0.0889	0.1097	-2.2101	0.0595	0.05	-2.3266	-2.0935	1381.3	<.0001	
Exp(Intercept  for female smokers for 5 vs 1-4)				0.1097	0.0065	0.05	0.0976	0.1233			
Intercept  for female smokers for 4-5 vs 1-3	0.2777	0.2568	0.2997	-0.9557	0.0546	0.05	-1.0627	-0.8486	306.10	<.0001	
Exp(Intercept  for female smokers for 4-5 vs 1-3)				0.3846	0.0210	0.05	0.3455	0.4280			
Intercept  for female smokers for 3-5 vs 1-2	0.5771	0.5510	0.6028	0.3109	0.0541	0.05	0.2049	0.4170	33.02	<.0001	
Exp(Intercept  for female smokers for 3-5 vs 1-2)				1.3647	0.0738	0.05	1.2274	1.5174			
Intercept  for female smokers for 2-5 vs 1	0.8618	0.8481	0.8744	1.8302	0.0562	0.05	1.7202	1.9403	1062.2	<.0001	
Exp(Intercept  for female smokers for 2-5 vs 1)				6.2353	0.3501	0.05	5.5854	6.9607			
Intercept  for male non-smokers for 5 vs 1-4	0.0586	0.0542	0.0634	-2.7759	0.0426	0.05	-2.8595	-2.6924	4240.2	<.0001	
Exp(Intercept  for male non-smokers for 5 vs 1-4)				0.0623	0.0027	0.05	0.0573	0.0677			
Intercept  for male non-smokers for 4-5 vs 1-3	0.1792	0.1693	0.1896	-1.5215	0.0351	0.05	-1.5904	-1.4527	1876.5	<.0001	
Exp(Intercept  for male non-smokers for 4-5 vs 1-3)				0.2184	0.0077	0.05	0.2038	0.2339			
Intercept  for male non-smokers for 3-5 vs 1-2	0.4366	0.4210	0.4523	-0.2549	0.0325	0.05	-0.3185	-0.1913	61.71	<.0001	
Exp(Intercept  for male non-smokers for 3-5 vs 1-2)				0.7750	0.0252	0.05	0.7272	0.8259			
Intercept  for male non-smokers for 2-5 vs 1	0.7798	0.7679	0.7912	1.2644	0.0346	0.05	1.1964	1.3323	1331.6	<.0001	
Exp(Intercept  for male non-smokers for 2-5 vs 1)				3.5408	0.1227	0.05	3.3083	3.7896			
Intercept  for male smokers for 5 vs 1-4	0.1067	0.0963	0.1180	-2.1251	0.0580	0.05	-2.2389	-2.0114	1340.8	<.0001	
Exp(Intercept  for male smokers for 5 vs 1-4)				0.1194	0.0069	0.05	0.1066	0.1338			
Intercept  for male smokers for 4-5 vs 1-3	0.2951	0.2740	0.3171	-0.8707	0.0529	0.05	-0.9744	-0.7670	270.99	<.0001	
Exp(Intercept  for male smokers for 4-5 vs 1-3)				0.4187	0.0221	0.05	0.3774	0.4644			
Intercept  for male smokers for 3-5 vs 1-2	0.5977	0.5727	0.6222	0.3959	0.0525	0.05	0.2930	0.4988	56.87	<.0001	
Exp(Intercept  for male smokers for 3-5 vs 1-2)				1.4857	0.0780	0.05	1.3404	1.6467			
Intercept  for male smokers for 2-5 vs 1	0.8716	0.8591	0.8832	1.9152	0.0549	0.05	1.8076	2.0227	1217.9	<.0001	
Exp(Intercept  for male smokers for 2-5 vs 1)				6.7882	0.3725	0.05	6.0959	7.5590			

smoke Least Squares Means	
shlt	smoke	wave1	age1	Estimate	Standard Error	z Value	Pr > |z|	Alpha	Lower	Upper	Mean	Standard Error of Mean	
5	0	0.00	0.11	-2.7408	0.03593	-76.28	<.0001	0.05	-2.8112	-2.6704	0.06061	0.002046	
5	1	0.00	0.11	-2.1631	0.04532	-47.73	<.0001	0.05	-2.2520	-2.0743	0.1031	0.004192	
4	0	0.00	0.11	-1.4864	0.02661	-55.85	<.0001	0.05	-1.5386	-1.4342	0.1845	0.004004	
4	1	0.00	0.11	-0.9087	0.03863	-23.52	<.0001	0.05	-0.9844	-0.8330	0.2873	0.007910	
3	0	0.00	0.11	-0.2198	0.02284	-9.62	<.0001	0.05	-0.2646	-0.1750	0.4453	0.005643	
3	1	0.00	0.11	0.3579	0.03801	9.42	<.0001	0.05	0.2834	0.4324	0.5885	0.009204	
2	0	0.00	0.11	1.2995	0.02583	50.31	<.0001	0.05	1.2489	1.3501	0.7857	0.004348	
2	1	0.00	0.11	1.8772	0.04106	45.71	<.0001	0.05	1.7967	1.9577	0.8673	0.004727	

smoke Least Squares Means	
shlt	smoke	Lower Mean	Upper Mean	Exponentiated	Exponentiated Lower	Exponentiated Upper	
5	0	0.05672	0.06474	0.06452	0.06013	0.06923	
5	1	0.09518	0.1116	0.1150	0.1052	0.1256	
4	0	0.1767	0.1924	0.2262	0.2147	0.2383	
4	1	0.2720	0.3030	0.4030	0.3736	0.4347	
3	0	0.4342	0.4564	0.8027	0.7675	0.8394	
3	1	0.5704	0.6064	1.4303	1.3276	1.5409	
2	0	0.7771	0.7941	3.6674	3.4864	3.8578	
2	1	0.8577	0.8763	6.5350	6.0296	7.0827	

Differences of smoke Least Squares Means	
smoke	_smoke	wave1	age1	Estimate	Standard Error	z Value	Pr > |z|	Alpha	Lower	Upper	Exponentiated	
0	1	0.00	0.11	-0.5777	0.04384	-13.18	<.0001	0.05	-0.6636	-0.4918	0.5612	

Differences of smoke Least Squares Means	
smoke	_smoke	Exponentiated Lower	Exponentiated Upper	
0	1	0.5150	0.6115