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

页码：1306 / 1327

页数：22

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