The Transmuted Exponentiated Generalized-G Family of Distributions
Pak.j.stat.oper.res. • 2015
معلومات البحث
المؤلفون
Haitham M. Yousof, Ahmed Z. Afify, Morad Alizadeh, Nadeem Shafique Butt, G.G. Hamedani, Mir Masoom Ali
الكلمات المفتاحية
Generating Function, Maximum Likelihood, Order Statistic, Transmuted-G
Family, Exponentiated Generalized-G Family.
المجلة العلمية
Pak.j.stat.oper.res.
الناشر
Pak.j.stat.oper.res.
المجلد
Vol.XI
العدد
No.4 2015
الصفحات
pp441-464
publication.type
International
رابط البحث
Open Link
المواد المرفقة
Not Available
الملخص
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.
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