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publication name The Exponentiated Generalized-G Poisson Family of Distributions
Authors Gokarna R. Aryal and Haitham M. Yousof
year 2017
keywords Exponentiated generalized-G family, Truncated Poisson distribution, Order statistics, Maximum likelihood estimation, Goodnessof- Fit.
journal Stochastics and Quality Control
volume Not Available
issue Not Available
pages Not Available
publisher Not Available
Local/International International
Paper Link Not Available
Full paper download
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Abstract

In this article we propose and study a new family of distributions which is defined by using the genesis of the truncated Poisson distribution and the exponentiated generalized-G distribution. Some mathematical properties of the new family including ordinary and incomplete moments, quantile and generating functions, mean deviations, order statistics and their moments, reliability and Shannon entropy are derived. Estimation of the parameters using the method of maximum likelihood is discussed. Although this generalization can be used to generalize many other distributions we study three special models. The importance and flexibility of the new family are illustrated by means of real world data analysis.

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