Linear regression with interval censored data

• 成果类型: Article
• 署名作者: Li, G; Zhang, CH
• 署名单位: Rutgers University System; Rutgers University New Brunswick
• 刊物名称: ANNALS OF STATISTICS
• ISSN/ISSBN: 0090-5364
• 发表日期: 1998
• 页码: 1306-1327
• 关键词: PROPORTIONAL HAZARDS MODEL; rank correlation estimator; statistical-analysis; partner

摘要

This paper concerns linear regression with interval censored data. M-estimators for the regression coefficients are derived. Asymptotic consistency and normality of the M-estimators are obtained via an exponential inequality for U-statistics. Asymptotically efficient estimators are provided under mild conditions.