Conditional logistic regression with survey data

Statistics in Biopharmaceutical Research

Volumn 3, Issue 2, 2011, Pages 398-408

  Graubard, Barry I ^a   Korn, Edward L ^a  

^a NATIONAL CANCER INSTITUTE   (United States)

Author keywords

Complex sample surveys; Conditional logistic regression; Hispanic Health and Nutrition Examination Survey; Pseudo pairwise likelihood

Indexed keywords

ARTICLE; BODY MASS; CLUSTER ANALYSIS; ERROR; FOOD FREQUENCY QUESTIONNAIRE; HEALTH SURVEY; HUMAN; LOGISTIC REGRESSION ANALYSIS; MAXIMUM LIKELIHOOD METHOD; NORMAL DISTRIBUTION; OBESITY; POISSON DISTRIBUTION; PROBABILITY; RANDOM SAMPLE; SAMPLE SIZE; SCORING SYSTEM; SIMULATION; STATISTICAL MODEL; VARIANCE;

EID: 84862229145     PISSN: None     EISSN: 19466315     Source Type: Journal    
DOI: 10.1198/sbr.2010.10002     Document Type: Article

References (17)

1. Binder, D.A. (1983), "On Variances of Asymptotically Normal Estimators from Complex Surveys, " International Statistical Review, 51, 279-292. 402
2. Breslow, N.E., and Day, N.E. (1980), Statistical Methods in Cancer Research, Volume 1-The Analysis of Case-Control Studies, Lyon, France: International Agency for Research on Cancer. 399
3. Cole, T.J., Bellizzi, M.C., Flegal, K.M., and Dietz, W.H. (2000), "Establishing a Standard Definition for Child Overweight and Obesity Worldwide: International Survey, " British Medical Journal, 320, 1240-1243. 405
4. Gonzalez Jr., J.F., Ezzati, T., Lago, J., and Waksberg, J. (1985), "Estimation in the Southwest Components of the Hispanic Health and Nutrition Examination Survey, " in Proceedings of the Section on Survey Research Methods, Alexandria, VA: American Statistical Association, pp. 233-237. 405, 407
5. Graubard, B.I., and Korn, E.L. (1994), "Regression Analysis with Clustered Data, " Statistics in Medicine, 13, 509-522. 398, 399
6. Hosmer, D.W., and Lemeshow, S. (2000), Applied Logistic Regression (2nd E.), New York: Wiley. 399
7. Joe, H., and Lee, Y. (2009), "On Weighting of Bivariate Margins in Pairwise Likelihood, " Journal of Multivariate Analysis, 100, 670-685. 400
8. Korn, E.L., and Graubard, B.I. (1999), Analysis of Health Surveys, New York: Wiley. 401, 403
9. Korn, E.L., and Graubard, B.I. (2003), "Estimating Variance Components by Using Survey Data, " Journal of the Royal Statistical Society, Series B, 65, 175-190. 401, 402
10. Krewski, D., and Rao, J.N.K. (1981), "Inference from Stratified Samples: Properties of the Linearization, Jackknife and Balanced Repeated Replication Methods, " The Annals of Statistics, 9, 1010-1019. 402
11. Liang, K.Y. (1987), "Extended Mantel-Haenszel Estimating Procedure for Multivariate Logistic Regression Models, " Biometrics, 43, 289-298. 399, 400, 405, 407
12. National Center for Health Statistics (1985), "Plan and Operation of the Hispanic Health and Nutrition Examination Survey, 1982-1984, " Vital and Health Statistics, 1(19). 405
13. Neuhaus, J.M., Kalbfleisch, J.D., and Hauck, W.W. (1991), "A Comparison of Cluster-Specific and Population-Averaged Approaches for Analyzing Correlated Binary Data, " International Statistical Review, 59, 25-35. 398
14. Neuhaus, J.M., Hauck, W.W., and Kalbfleisch, J.D. (1992), "The Effects of Mixture Distribution Misspecification when Fitting MixedEffects Logistic-Models, " Biometrika, 79, 755-762. 399
15. Ritz, J., and Spiegelman, D. (2004), "Equivalence of Conditional and Marginal Regression Models for Clustered and Longitudinal Data, " Statistical Methods in Medical Research, 13, 309-323. 398
16. Ten Have, T.R., Ratcliffe, S.J., Reboussin, B.A., and Miller, M.E. (2003), "Deviations from Population-Averaged Versus ClusterSpecific Relationship for Clustered Binary Data, " Statistical Methods in Medical Research, 13, 3-16. 399
17. World Health Organization (2001), Obesity: Preventing and Managing the Global Epidemic on Obesity. Report ofa WHO consultation, Geneva, 3-5 June, 1997. Geneva: WHO. 405