The Poisson G Family of Distributions with Applications
Pakistan Journal of Statistics and Operation Research • 2017
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.
Staff Members - Benha University