The Empirical Likelihood Goodness-of-Fit Test for a Regression Model with Randomly Censored Data

被引：6
|
作者：
Yang, Yiping [1 ]
Xue, Liugen [2 ]
Cheng, Weihu [2 ]
机构：
[1] Chongqing Technol & Business Univ, Coll Math & Stat, Chongqing 400067, Peoples R China
[2] Beijing Univ Technol, Coll Appl Sci, Beijing, Peoples R China
来源：
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS | 2011年 / 40卷 / 03期
基金：
中国国家自然科学基金;
关键词：
Censored data; 2-distribution; Empirical likelihood; Regression model; LINEAR-MODEL; INFERENCE; CHECKS;
D O I：
10.1080/03610920903366156
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：
The regression model with randomly censored data has been intensively investigated. In this article, we consider a goodness-of-fit test for this model. Empirical likelihood (EL) tests are constructed. The asymptotic distributions of the test statistic under null hypothesis and the local alternative hypothesis are given. Simulations are carried out to illustrate the methodology.
引用
收藏
页码：424 / 435
页数：12
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