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|Title: ||WEIGHTED BOOTSTRAPPING OF U-STATISTICS|
|Authors: ||JANSSEN, Paul|
|Issue Date: ||1994|
|Publisher: ||ELSEVIER SCIENCE BV|
|Citation: ||JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 38(1). p. 31-41|
|Abstract: ||We introduce a generalized bootstrap procedure for U-statistics. The idea is to reweight the terms of the original U-statistic by stochastic weights. Specific choices of the weights lead to well-known resampling schemes including Efron's bootstrap and Bayesian bootstrap. We establish the asymptotic consistency of the weighted bootstrap for U-statistics and studentized U-statistics. Our results extend the recent work by Mason and Newton (1992) on weighted bootstrapping of means.|
|Notes: ||LIMBURGS UNIV CENTRUM,DEPT STAT,B-3590 DIEPENBEEK,BELGIUM.|
|ISI #: ||A1994MR11000003|
|Type: ||Journal Contribution|
|Appears in Collections: ||Research publications|
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