Asymptotic properties of inverse probability of censored weighted U-empirical process for right-censored data with applications

被引：4

作者：

Cuparic, Marija ^{[1
]}

机构：

[1] Univ Belgrade, Fac Math, Belgrade, Serbia

来源：

STATISTICS | 2021年 / 55卷 / 05期

关键词：

U-empirical processes; inverse probability of censored weighted; Kaplan-Meier estimator; right-censoring; TESTS; STATISTICS; ESTIMATOR;

D O I：

10.1080/02331888.2021.1998054

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：

In this paper, we study a class of empirical processes associated with U-statistics in the context of right-censored data when the censoring is independent, and the censored data is reweighted using the inverse of survival function of the censoring random variable. Asymptotic properties of these U-empirical processes are obtained. Theoretical results are applied on two classes of goodness-of-fit tests.

引用

收藏

页码：1035 / 1057

页数：23

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