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
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页码：185 / 216
页数：32
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