Linear regression with doubly censored data

• 成果类型: Article
• 署名作者: Zhang, CH; Li, X
• 刊物名称: ANNALS OF STATISTICS
• ISSN/ISSBN: 0090-5364
• 发表日期: 1996
• 页码: 2720-2743
• 关键词: large-sample; empirical distributions; asymptotic properties; survival function; rank-tests; estimator; Consistency; THEOREM; models

摘要

Linear regression with doubly censored responses is considered. Buckley-James-Ritov-type estimators are proposed. Semiparametric information and projective scores are discussed. An expansion of the estimating equations is obtained under fairly general assumptions. Sufficient conditions are given for the asymptotic consistency and normality of the estimators.