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Exploring the statistical applicability of the Poincaré inequality: a test of normality
Authors:Aldo Goia  Ernesto Salinelli  Pascal Sarda
Affiliation:1.Dipartimento di Scienze Economiche e Metodi Quantitativi,Università del Piemonte Orientale “A. Avogadro”—Alessandria, Novara, Vercelli,Novara,Italy;2.Institut de Mathématiques de Toulouse, équipe LSP,Université Paul Sabatier,Toulouse Cedex,France
Abstract:A new test of normality based on Poincaré inequality is proposed and analyzed. It rests on the characterization of the normal distribution given by Borovkov and Utev, i.e., a r.v. is normal if and only if its Poincaré constant is equal to its variance.
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