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Speeding Up Non-Parametric Bootstrap Computations for Statistics Based on Sample Moments in Small/Moderate Sample Size Applications

In this paper we propose a vectorized implementation of the non-parametric bootstrap for statistics based on sample moments. Basically, we adopt the multinomial sampling formulation of the non-parametric bootstrap, and compute bootstrap replications of sample moment statistics by simply weighting th...

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Détails bibliographiques
Publié dans:PLoS One
Auteur principal: Chaibub Neto, Elias
Format: Artigo
Langue:Inglês
Publié: Public Library of Science 2015
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC4488363/
https://ncbi.nlm.nih.gov/pubmed/26125965
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0131333
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