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The Transmuted Exponentiated Generalized-G Family of Distributions

Pak.j.stat.oper.res. • 2015
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Publication Information
Authors Haitham M. Yousof, Ahmed Z. Afify, Morad Alizadeh, Nadeem Shafique Butt, G.G. Hamedani, Mir Masoom Ali
Keywords Generating Function, Maximum Likelihood, Order Statistic, Transmuted-G Family, Exponentiated Generalized-G Family.
Journal Pak.j.stat.oper.res.
Publisher Pak.j.stat.oper.res.
Volume Vol.XI
Issue No.4 2015
Pages pp441-464
publication.type International
Paper Link Open Link
Supplementary Materials Not Available
Abstract
We introduce a new class of continuous distributions called the transmuted exponentiated generalized-G family which extends the exponentiated generalized-G class introduced by Cordeiro et al. (2013). We provide some special models for the new family. Some of its mathematical properties including explicit expressions for the ordinary and incomplete moments, generating function, Rényi and Shannon entropies, order statistics and probability weighted moments are derived. The estimation of the model parameters is performed by maximum likelihood. The flexibility of the proposed family is illustrated by means of an application to a real dataset.