Resampling fewer than n observations: Gains, losses, and remedies for losses

Bickel PJ, Götze F, vanZwet WR (1997)
STATISTICA SINICA 7(1): 1-31.

Zeitschriftenaufsatz | Veröffentlicht | Englisch
 
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Autor*in
Bickel, PJ; Götze, FriedrichUniBi; vanZwet, WR
Abstract / Bemerkung
We discuss a number of resampling schemes in which m = o(n) observations are resampled. We review nonparametric bootstrap failure and give results old and new on how the m out of n with replacement and without replacement bootstraps work. We extend work of Bickel and Yahav (1988) to show that m out of n bootstraps can be made second order correct, if the usual nonparametric bootstrap is correct and study how these extrapolation techniques work when the nonparametric bootstrap does not.
Stichworte
bootstrap; asymptotic; nonparametric; parametric; testing
Erscheinungsjahr
1997
Zeitschriftentitel
STATISTICA SINICA
Band
7
Ausgabe
1
Seite(n)
1-31
ISSN
1017-0405
Page URI
https://pub.uni-bielefeld.de/record/1628025

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Bickel PJ, Götze F, vanZwet WR. Resampling fewer than n observations: Gains, losses, and remedies for losses. STATISTICA SINICA. 1997;7(1):1-31.
Bickel, P. J., Götze, F., & vanZwet, W. R. (1997). Resampling fewer than n observations: Gains, losses, and remedies for losses. STATISTICA SINICA, 7(1), 1-31.
Bickel, P. J., Götze, F., and vanZwet, W. R. (1997). Resampling fewer than n observations: Gains, losses, and remedies for losses. STATISTICA SINICA 7, 1-31.
Bickel, P.J., Götze, F., & vanZwet, W.R., 1997. Resampling fewer than n observations: Gains, losses, and remedies for losses. STATISTICA SINICA, 7(1), p 1-31.
P.J. Bickel, F. Götze, and W.R. vanZwet, “Resampling fewer than n observations: Gains, losses, and remedies for losses”, STATISTICA SINICA, vol. 7, 1997, pp. 1-31.
Bickel, P.J., Götze, F., vanZwet, W.R.: Resampling fewer than n observations: Gains, losses, and remedies for losses. STATISTICA SINICA. 7, 1-31 (1997).
Bickel, PJ, Götze, Friedrich, and vanZwet, WR. “Resampling fewer than n observations: Gains, losses, and remedies for losses”. STATISTICA SINICA 7.1 (1997): 1-31.