Linear regression with interval censored data

被引：2
|
作者：
Li, G
Zhang, CH
机构：
[1] ACER EXCEL Inc, KENDLE, Cranford, NJ 07016 USA
[2] Rutgers State Univ, Hill Ctr, Dept Stat, Piscataway, NJ 08854 USA
来源：
ANNALS OF STATISTICS | 1998年 / 26卷 / 04期
关键词：
linear regression; censoring; information; efficient estimation; U-statistics;
D O I：
暂无
中图分类号：
O21 [概率论与数理统计]; C8 [统计学];
学科分类号：
020208 ; 070103 ; 0714 ;
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.
引用
收藏
页码：1306 / 1327
页数：22
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