Skip navigation
Skip navigation

Bootstrapping clustered data

Field, Chris; Welsh, Alan


Various bootstraps have been proposed for bootstrapping clustered data from one-way arrays. The simulation results in the literature suggest that some of these methods work quite well in practice; the theoretical results are limited and more mixed in their conclusions. For example, McCullagh reached negative conclusions about the use of non-parametric bootstraps for one-way arrays. The purpose of this paper is to extend our understanding of the issues by discussing the effect of different ways...[Show more]

CollectionsANU Research Publications
Date published: 2007
Type: Journal article
Source: Journal of the Royal Statistical Society Series B
DOI: 10.1111/j.1467-9868.2007.00593.x


File Description SizeFormat Image
01_Field_Bootstrapping_clustered_da_2007.pdf598.05 kBAdobe PDF    Request a copy

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

Updated:  22 January 2019/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator