Rank estimation of treatment differences based on repeated measurements subject to dependent censoring

Citation
Dv. Glidden et Lj. Wei, Rank estimation of treatment differences based on repeated measurements subject to dependent censoring, J AM STAT A, 94(447), 1999, pp. 888-895
Citations number
23
Categorie Soggetti
Mathematics
Volume
94
Issue
447
Year of publication
1999
Pages
888 - 895
Database
ISI
SICI code
Abstract
In comparing the effectiveness of two treatments. suppose that for each pat ient repeated measurements of an outcome variable are taken at prespecified time points, but some observations may be missing due to the patient's dep endent right censoring. In this article, a simple rank estimation procedure , constructed based on an artificial censoring technique, is proposed for t he treatment differences over time without imposing a parametric structure on the dependence between the outcome measures and the censoring variable. Our method can be easily implemented and is illustrated by a dataset from a n AIDS clinical trial.