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Titre :
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A bootstrap adaptive test for two-way analysis of variance
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Auteurs :
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M. Donegani
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Type de document :
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article/chapitre/communication
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Année de publication :
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1992
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Format :
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p.141-146
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Langues:
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= Anglais
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Catégories :
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MATHEMATIQUES STATISTIQUES
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Mots-clés:
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ANALYSE DE VARIANCE
;
ADAPTATION
;
ESTIMATION
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Résumé :
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We propose a method to construct adaptive tests based on a bootstrap technique. The procedure leads to a nearly exact adaptive test depending on the size of the sample. With the use of the estimated Pitman's relative efficacy as selector statistic, we show that the adaptive test has a power that is asymptotically equal to the power of it's better component. We apply the idea to construct an adaptive test for two-way analysis of variance model. Finally, we use simulations to observe the behaviour of the method for small sample sizes.
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Source :
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Biom journal, vol.34, n°2
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