Rank Estimation of Log-Linear Regression with Interval-Censored Data

被引：0
|
作者：
Linxiong Li
Zongwei Pu
机构：
[1] University of New Orleans,Department of Mathematics
来源：
Lifetime Data Analysis | 2003年 / 9卷
关键词：
asymptotic distribution; consistency; log-linear regression model; mixed interval censoring; U-statistic;
D O I：
暂无
中图分类号：
学科分类号：
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.
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页码：57 / 70
页数：13
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