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Higher order comparisons of jackknife variance estimators 

Author: Yoshihiko Maesono ab
Affiliations:   a School of Mathematical Sciences, Centre for Mathematics and its Application, The Australian National University, Australia
b Graduate School of Mathematics, Kyushu University 01, Ropponmatsu, Fukuoka, Japan
DOI: 10.1080/10485259608832687
Publication Frequency: 8 issues per year
Published in: journal Journal of Nonparametric Statistics, Volume 7, Issue 1 1996 , pages 35 - 45
Formats available: PDF (English)
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Abstract

In this paper we discuss jackknife estimators of the variance and their corrections precisely. Shao-Wu [10] have studied a jackknife variance estimator which is based on a delete-d-original estimator. And they have proved the consistency of the delete-d jackknife variance estimator even if the original estimator is not smooth. Their results are especially useful for the jackknife estimation of the variance of the sample quantile. Whereas in the case of smooth original estimators, which include U-statistics, the delete-d jackknife variance estimator is at least as large as the delete-1 estimator which is the traditional jackknife variance estimator. Then the delete-d jackknife variance estimator has larger bias than the delete-1.
Keywords: delete-d jackknife; jackknife estimator of variance; smoothness of an estimator; U-statistics
AMS 1991 subject classifications: Primary 62G05; Secondary 62E20
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