Zohdy Mohamed Nofal Abd Elkhalek
Professor
The Weibull Fréchet distribution and its applications
JOURNAL OF APPLIED STATISTICS • 2016
Publication Information
Authors
Ahmed Z. Afify, Haitham M. Yousof, Gauss M. Cordeiro, Edwin M. M. Ortega
& Zohdy M. Nofal
Keywords
Maximum likelihood;
moment; order statistics;
probability weighted
moment; Rényientropy;
Weibull G-family
Journal
JOURNAL OF APPLIED STATISTICS
Publisher
Not Available
Volume
43
Issue
14
Pages
2608–2626
publication.type
International
Paper Link
Open Link
Supplementary Materials
Not Available
Abstract
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.
