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On characterization of power series distributions by a marginal distribution and a regression function
Authors:A. Kyriakoussis  H. Papageorgiou
Affiliation:(1) Department of Mathematics, University of Athens, Panepistemiopolis, 157 10 Athens, Greece;(2) Department of Mathematics, University of Kansas, 66045 Lawrence, KS, U.S.A.;(3) Department of Mathematics, University of Athens, Panepistemiopolis, 157 10 Athens, Greece
Abstract:The conditional distribution of Y given X=x, where X and Y are non-negative integer-valued random variables, is characterized in terms of the regression function of X on Y and the marginal distribution of X which is assumed to be of a power series form. Characterizations are given for a binomial conditional distribution when X follows a Poisson, binomial or negative binomial, for a hypergeometric conditional distribution when X is binomial and for a negative hypergeometric conditional distribution when X follows a negative binomial.
Keywords:Characterizations  regression function  Poisson  binomial  negative binomial  hypergeometric
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