The estimation of number of bootstrap replications for the nonparametric bootstrap

The estimation of number of bootstrap replications for the nonparametric bootstrap

Non-parametric bootstrap can be implicated at small size of random sample from unknown distribution when statistical methods are used. The paper deals with the problem, how many non-parametric bootstrap replications have to be done at estimation of bias abd which extent of errors might be caused.

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Veröffentlicht in:Scientific Papers of the University of Pardubice. Series D, Faculty of Economics and Administration Faculty of Economics and Administration, 2004-01 (9), p.112
1. Verfasser: Linda, Bohdan
Format: Artikel
Sprache:eng
Schlagworte:
Bootstrap method
Nonparametric statistics
Regression analysis
Statistical methods
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Beschreibung
Zusammenfassung:Non-parametric bootstrap can be implicated at small size of random sample from unknown distribution when statistical methods are used. The paper deals with the problem, how many non-parametric bootstrap replications have to be done at estimation of bias abd which extent of errors might be caused.
ISSN:1211-555X
1804-8048