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A Characterization of probability densities with expected log likelihood
Authors:Ryuei Nishii
Institution:Faculty of Integrated Arts and Sciences , Hiroshima University , Hiroshima 730, JAPAN
Abstract:In the class of all densities with constraints E bi(X) = c,(i = 1,....,q), it is well known that the entropy is maximized by the density belonging to the exponential family specified by bi(x), i = 1,....,q. Our aim in this note is to generalize theresult by using expected log likelihood.
Keywords:entropy  exponential family  KulIback-Lelbler Information  Von Mises distribution
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