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Families of power series distributions,with particular reference to the Lerch family
Authors:Adrienne W Kemp
Institution:School of Mathematics and Statistics, University of St Andrews, Scotland
Abstract:The paper revisits the concept of a power series distribution by defining its series function, its power parameter, and hence its probability generating function. Realization that the series function for a particular distribution is a special case of a recognized mathematical function enables distributions to be classified into families. Examples are the generalized hypergeometric family and the q-series family, both of which contain generalizations of the geometric distribution. The Lerch function (a third generalization of the geometric series) is the series function for the Lerch family. A list of distributions belonging to the Lerch family is provided.
Keywords:Families of power series distributions  Lerch family  Stochastic process models
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