On the generalisation of Quatember's bootstrap

• Authors: Tomasz Żądło

Abstracts

EN

The problem of the estimation of the design-variance and the design-MSE of different estimators and predictors is considered. Bootstrap algorithms applicable to complex sampling designs are used. A generalisation of the bootstrap procedure studied by Quatember (2014) is proposed. In most of the cases considered in our simulation study it leads to more accurate estimates (or to very similar ones in remaining cases) of the designMSE and the design-variance compared with the original algorithm and its other counteparts.

Keywords

EN

bootstrap for complex sampling designs; variance estimation; MSE estimation

• Publisher: Główny Urząd Statystyczny
• Journal: Statistics in Transition new series
• Year: 2021
• Volume: 22
• Issue: 1
• Pages: 163-178

Contributors

author

Tomasz Żądło

• University of Economics in Katowice, Katowice, Poland

• https://orcid.org/0000000306380748

Identifiers

DOI

10.21307/stattrans-2021-009

Biblioteka Nauki

1363616