Bootstrapping U-statistics

被引：0

作者：

Janssen, P ^{[1
]}

机构：

[1] Limburgs Univ Ctr, B-3590 Diepenbeek, Belgium

来源：

SOUTH AFRICAN STATISTICAL JOURNAL | 1997年 / 31卷 / 02期

关键词：

bootstrap consistency; degenerate U-statistics; non-degenerate U-statistics; U-quantiles;

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：

Our objective is to review the results on bootstrap theory for U-statistics. The focus is on consistency properties of bootstrap estimators for the distribution function of properly standardized (or studentized) U-statistics. Simple examples are used to explain the reason for bootstrap success or bootstrap failure. General resampling schemes are considered. A survey of material on bootstrapping U-statistics not discussed in the main sections of this paper is included as final section.

引用

页码：185 / 216

页数：32

共 50 条

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