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Cramér-Chernoff Theorem for L1-norm in Kernel Density Estimator for Two Independent Samples

In this paper a Chernoff type theorem for the L1 distance between kernel estimators from two independent and identically distributed random samples is developed. The harmonic mean is used to correct the distance for inequal sample sizes case. Moreover, the proved result is used to compute the Bahadu...

Ausführliche Beschreibung

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Bibliografische Detailangaben
Veröffentlicht in:Revista Colombiana de Estadística
Hauptverfasser: Pablo Martínez-Camblor, Norberto Corral, Teresa López
Format: Artigo
Sprache:Inglês
Veröffentlicht: Universidad Nacional de Colombia 2009
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Online-Zugang:https://www.redalyc.org/articulo.oa?id=89912259007
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