A case-cohort design for epidemiologic cohort studies and disease prevention trials

SUMMARY Suppose that a cohort of individuals is to be followed in order to relate failure rates to preceding covariate histories. A design is proposed which involves covariate data only for cases experiencing failure and for members of a randomly selected subcohort. Odds ratio and relative risk estimation procedures are presented for such a 'case-cohort' design. A small simulation study compares case-cohort relative risk estimation procedures to full-cohort and synthetic case-control analyses. Relevance to epidemiologic cohort studies and disease prevention trials is discussed.

[1]  D. Oakes,et al.  Survival Times: Aspects of Partial Likelihood , 1981 .

[2]  O. Miettinen,et al.  Design options in epidemiologic research. An update. , 1982, Scandinavian journal of work, environment & health.

[3]  J. Besag Efficiency of pseudolikelihood estimation for simple Gaussian fields , 1977 .

[4]  J H Lubin,et al.  Biased selection of controls for case-control analyses of cohort studies. , 1984, Biometrics.

[5]  Jürgen Wahrendorf,et al.  Discussion of Paper by D.R. Cox , 1984 .

[6]  F. D. K. Liddell,et al.  Methods of Cohort Analysis : Appraisal by Application to Asbestos Mining , 1977 .

[7]  N. Breslow Covariance analysis of censored survival data. , 1974, Biometrics.

[8]  R. L. Prentice,et al.  Retrospective studies and failure time models , 1978 .

[9]  David R. Cox,et al.  Regression models and life tables (with discussion , 1972 .

[10]  N. Mantel Synthetic retrospective studies and related topics. , 1973, Biometrics.

[11]  Norman E. Breslow,et al.  Multiplicative Models and Cohort Analysis , 1983 .

[12]  Steven G. Self,et al.  Asymptotic Distribution Theory for Cox-Type Regression Models with General Relative Risk Form , 1983 .

[13]  Duncan C. Thomas General relative-risk models for survival time and matched case-control analysis , 1981 .

[14]  Lawrence L. Kupper,et al.  A Hybrid Epidemiologic Study Design Useful in Estimating Relative Risk , 1975 .

[15]  R. Prentice,et al.  Commentary on Andersen and Gill's "Cox's Regression Model for Counting Processes: A Large Sample Study" , 1982 .

[16]  R. Pyke,et al.  Logistic disease incidence models and case-control studies , 1979 .

[17]  A. Whittemore Efficiency of Synthetic Retrospective Studies , 1981 .