Rank estimation of log-linear regression with interval-censored data

被引：16
|
作者：
Li, LX [1 ]
Pu, ZW [1 ]
机构：
[1] Univ New Orleans, Dept Math, New Orleans, LA 70148 USA
来源：
LIFETIME DATA ANALYSIS | 2003年 / 9卷 / 01期
关键词：
asymptotic distribution; consistency; log-linear regression model; mixed interval censoring; U-statistic;
D O I：
10.1023/A:1021882122257
中图分类号：
O1 [数学];
学科分类号：
0701 ; 070101 ;
摘要：
Interval-censored data arise in a wide variety of research and application fields such as cancer and AIDS studies. In this paper, we study a log-linear regression model when data are subject to interval censoring. We use a U-statistic based on ranks to estimate regression coefficients and establish large sample properties of the estimator. We illustrate the performance of the proposed estimate with simulations and a numerical example.
引用
收藏
页码：57 / 70
页数：14
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