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The generalized exponential family of distributions and its characteristics
Authors:Tomer Shushi
Institution:Actuarial Research Center, University of Haifa, Mount Carmel, Haifa, Israel
Abstract:In this paper we generalize the exponential family (EF) of distributions into a wider family which includes important distributions such as the normal, log-normal, Student-t, Cauchy, logistic and Birnbaum–Saunders distributions. Furthermore, we derive several characteristics of the proposed family. The importance of such family is also discussed.
Keywords:Exponential family  parameterized distributions  statistics
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