On the generalisation of Quatember’s bootstrap

Żądło Tomasz ()
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Żądło Tomasz: University of Economics in Katowice, Katowice, Poland

Statistics in Transition New Series, 2021, vol. 22, issue 1, 163-178

Abstract: 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 design-MSE and the design-variance compared with the original algorithm and its other counteparts.

Keywords: bootstrap for complex sampling designs; variance estimation; MSE estimation. (search for similar items in EconPapers)
Date: 2021
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Persistent link: https://EconPapers.repec.org/RePEc:vrs:stintr:v:22:y:2021:i:1:p:163-178:n:3

DOI: 10.21307/stattrans-2021-009

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