Institute of Mathematical Statistics Lecture Notes - Monograph Series
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A note on the asymptotic distribution of the minimum density power divergence estimator

Sergio F. Juárez, William R. Schucany

Abstract

We establish consistency and asymptotic normality of the minimum density power divergence estimator under regularity conditions different from those originally provided by Basu et al.

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Primary Subjects: 62F35
Secondary Subjects: 62G35
Keywords: consistency; efficiency; M-estimators; minimum distance; large sample theory; robust
Full-text: Open access
Links and Identifiers

Permanent link to this document: http://projecteuclid.org/euclid.lnms/1196283970
Digital Object Identifier: doi:10.1214/074921706000000545

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2012 © Institute of Mathematical Statistics

Institute of Mathematical Statistics Lecture Notes - Monograph Series

Institute of Mathematical Statistics Lecture Notes - Monograph Series