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

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

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Zeitschriftenaufsatz | Veröffentlicht | Englisch
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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.
Erscheinungsjahr
Zeitschriftentitel
STATISTICA SINICA
Band
7
Ausgabe
1
Seite(n)
1-31
ISSN
PUB-ID

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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.