The Weibull Fréchet distribution and its applications
JOURNAL OF APPLIED STATISTICS • 2016
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.
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.
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