A note on the bias and consistency of the jackknife variance estimator in stratified samples

被引:3
|
作者
Bloznelis, M
机构
[1] Vilnius State Univ, LT-2006 Vilnius, Lithuania
[2] Inst Math & Informat, LT-2600 Vilnius, Lithuania
关键词
hoeffding decomposition; jackknife variance estimatiom; stratified sample without replacement; efron-stein inequality; normal approximation;
D O I
10.1080/02664760310001619323
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
Using the ANOVA decomposition, we obtain an explicit formula for the bias of the jackknife variance estimator in stratified sample, drawn without replacement. For a wide class of asymptotically linear statistics, we show the consistency of the jackknife variance estimator and establish the asymptotic normality of their Studentized versions.
引用
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页码:489 / 504
页数:16
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