Additive hazards regression for case-cohort studies

M Kulich, DY Lin - Biometrika, 2000 - academic.oup.com
The case-cohort design is a common means of reducing cost in large epidemiological cohort
studies. Under this design, covariates are measured only on the cases and a subcohort …

Marginal hazards model for case-cohort studies with multiple disease outcomes

S Kang, J Cai - Biometrika, 2009 - academic.oup.com
Case-cohort study designs are widely used to reduce the cost of large cohort studies while
achieving the same goals, especially when the disease rate is low. A key advantage of the …

Additive hazards model for competing risks analysis of the case-cohort design

J Sun, L Sun, N Flournoy - Communications in Statistics-Theory …, 2004 - Taylor & Francis
Competing risks analysis of the case-cohort design is often required in epidemiological
studies and for this, some methods have been proposed under the proportional hazards …

More efficient estimators for case-cohort studies

S Kim, J Cai, W Lu - Biometrika, 2013 - academic.oup.com
The case-cohort study design, used to reduce costs in large cohort studies, involves a
random sample of the entire cohort, called the subcohort, augmented with subjects having …

Stratified case‐cohort analysis of general cohort sampling designs

SO Samuelsen, H Ånestad… - Scandinavian journal of …, 2007 - Wiley Online Library
It is shown that variance estimates for regression coefficients in exposure‐stratified case‐
cohort studies (Borgan et al., Lifetime Data Anal., 6, 2000, 39–58) can easily be obtained …

Generalized case–cohort sampling

K Chen - Journal of the Royal Statistical Society: Series B …, 2001 - Wiley Online Library
A class of cohort sampling designs, including nested case–control, case–cohort and
classical case–control designs involving survival data, is studied through a unified approach …

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

RL Prentice - Biometrika, 1986 - academic.oup.com
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 …

Asymptotic distribution theory and efficiency results for case-cohort studies

SG Self, RL Prentice - The Annals of Statistics, 1988 - JSTOR
A case-cohort design was recently proposed [Prentice (1986)] as a means of reducing cost
in large epidemiologic cohort studies. A" pseudolikelihood" procedure was described for …

Alternative variance and efficiency calculations for the case-cohort design

S Wacholder, MH Gail, D Pee, R Brookmeyer - Biometrika, 1989 - academic.oup.com
We define a bootstrap sampling plan for the case-cohort design and present bootstrap
variance estimates and confidence intervals for the log relative hazard. The coverages of …

Exposure stratified case-cohort designs

O Borgan, B Langholz, SO Samuelsen, L Goldstein… - Lifetime data …, 2000 - Springer
A variant of the case-cohort design is proposed for the situation in which a correlate of the
exposure (or prognostic factor) of interest is available for all cohort members, and exposure …