Skip navigation
Skip navigation

Generalised regression estimation via the bootstrap

Booth, James G.; Welsh, Alan


A generalised regression estimation procedure is proposed that can lead to much improved estimation of population characteristics, such as quantiles, variances and coefficients of variation. The method involves conditioning on the discrepancy between an estimate of an auxiliary parameter and its known population value. The key distributional assumption is joint asymptotic normality of the estimates of the target and auxiliary parameters. This assumption implies that the relationship between...[Show more]

CollectionsANU Research Publications
Date published: 2020-04-08
Type: Journal article
Source: Australian and New Zealand Journal of Statistics
DOI: 10.1111/anzs.12282


File Description SizeFormat Image
01_Booth_Generalised_regression_2020.pdf632.55 kBAdobe PDF    Request a copy

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

Updated:  19 May 2020/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator