Skip navigation
Skip navigation

Bootstrap hypothesis testing for some common statistical problems: A critical evaluation of size and power properties.

Martin, Michael

Description

The construction of bootstrap hypothesis tests can differ from that of bootstrap confidence intervals because of the need to generate the bootstrap distribution of test statistics under a specific null hypothesis. Similarly, bootstrap power calculations rely on resampling being carried out under specific alternatives. We describe and develop null and alternative resampling schemes for common scenarios, constructing bootstrap tests for the correlation coefficient, variance, and regression/ANOVA...[Show more]

CollectionsANU Research Publications
Date published: 2007
Type: Journal article
URI: http://hdl.handle.net/1885/18190
Source: Computational Statistics and Data Analysis
DOI: 10.1016/j.csda.2007.01.020

Download

File Description SizeFormat Image
01_Martin_Bootstrap_hypothesis_testing_2007.pdf332.7 kBAdobe PDF    Request a copy


Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.

Updated:  20 July 2017/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator