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The Transmuted Exponentiated Generalized-G Family of Distributions

Pak.j.stat.oper.res. • 2015
العودة
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.