Authors: Sharipov, Olimjon Sh.
Tewes, Johannes
Wendler, Martin
Title: Bootstrap for U-Statistics: A new approach
Language (ISO): en
Abstract: Bootstrap for nonlinear statistics like U-statistics of dependent data has been studied by several authors. This is typically done by producing a bootstrap version of the sample and plugging it into the statistic. We suggest an alternative approach of getting a bootstrap version of U-statistics, which can be described as a compromise between bootstrap and subsampling. We will show the consistency of the new method and compare its finite sample properties in a simulation study.
Subject Headings: Mixing Processes
Subsampling
Bootstrap
U-Statistics
URI: http://hdl.handle.net/2003/34103
http://dx.doi.org/10.17877/DE290R-5248
Issue Date: 2015
Appears in Collections:Sonderforschungsbereich (SFB) 823

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