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The Weibull Fréchet distribution and its applications

JOURNAL OF APPLIED STATISTICS • 2016
العودة
معلومات البحث
المؤلفون Ahmed Z. Afify, Haitham M. Yousof, Gauss M. Cordeiro, Edwin M. M. Ortega & Zohdy M. Nofal
الكلمات المفتاحية Maximum likelihood; moment; order statistics; probability weighted moment; Rényientropy; Weibull G-family
المجلة العلمية JOURNAL OF APPLIED STATISTICS
الناشر Not Available
المجلد 43
العدد 14
الصفحات 2608–2626
publication.type International
رابط البحث Open Link
المواد المرفقة Not Available
الملخص
A new four-parameter lifetime model called the Weibull Fréchet distribution
is defined and studied. Various of its structural properties
including ordinary and incomplete moments, quantile and generating
functions, probability weighted moments, Rényi and δ-entropies
and order statistics are investigated. The new density function can be
expressed as a linear mixture of Fréchet densities. The maximum likelihood
method is used to estimate the model parameters. The new
distribution is applied to two real data sets to prove empirically its
flexibility. It can serve as an alternative model to other lifetime distributions
in the existing literature for modeling positive real data in
many areas.