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The Poisson G Family of Distributions with Applications

Pakistan Journal of Statistics and Operation Research • 2017
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Publication Information
Authors M. S. Hamed; T. M. Hamza
Keywords Entropy, Generating Function, Generalized Exponential Poisson, Maximum Likelihood
Journal Pakistan Journal of Statistics and Operation Research
Publisher Pakistan Journal of Statistics and Operation Research
Volume XIII
Issue 2
Pages 313-326
publication.type International
Paper Link Open Link
Supplementary Materials Not Available
Abstract
We define and study a new class of continuous distributions called the Poisson G family. We present three of its several special models. Some of its mathematical properties including explicit expressions for the ordinary and incomplete moments, quantile and generating functions and entropies are provided. The estimations of the model parameters is carried out using maximum likelihood method. The flexibility of the new family is illustrated by means of two applications to real data sets. We define and study a new class of continuous distributions called the Poisson G family. We present three of its several special models. Some of its mathematical properties including explicit expressions for the ordinary and incomplete moments, quantile and generating functions and entropies are provided. The estimations of the model parameters is carried out using maximum likelihood method.