Artikel
On the generalisation of Quatember's bootstrap
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.
- Sprache
-
Englisch
- Erschienen in
-
Journal: Statistics in Transition New Series ; ISSN: 2450-0291 ; Volume: 22 ; Year: 2021 ; Issue: 1 ; Pages: 163-178 ; New York: Exeley
- Thema
-
bootstrap for complex sampling designs
variance estimation
MSE estimation
- Ereignis
-
Geistige Schöpfung
- (wer)
-
Żądło, Tomasz
- Ereignis
-
Veröffentlichung
- (wer)
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Exeley
- (wo)
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New York
- (wann)
-
2021
- DOI
-
doi:10.21307/stattrans-2021-009
- Handle
- Letzte Aktualisierung
-
10.03.2025, 11:41 MEZ
Datenpartner
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Objekttyp
- Artikel
Beteiligte
- Żądło, Tomasz
- Exeley
Entstanden
- 2021
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