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Akbar Asgharzadeh

Akbar Asgharzadeh

Academic rank: Professor
ORCID:
Education: PhD.
ScopusId:
HIndex:
Faculty: Faculty of Mathematical Sciences
Address: Department of Statistics University of Mazandaran Babolsar, IRAN
Phone: 011-54302476

Research

Title
A NEW FAMILY OF COMPOUND LIFETIME DISTRIBUTIONS
Type
JournalPaper
Keywords
estimation, failure rate shapes, moments, Poisson–Lindley distribution
Year
2014
Journal Kybernetika
DOI
Researchers Akbar Asgharzadeh ، Hassan S. Bakouch ، Saralees Nadarajah ، Laila Esmaeili

Abstract

In this paper, we introduce a general family of continuous lifetime distributions by compounding any continuous distribution and the Poisson–Lindley distribution. It is more flexible than several recently introduced lifetime distributions. The failure rate functions of our family can be increasing, decreasing, bathtub shaped and unimodal shaped. Several properties of this family are investigated including shape characteristics of the probability density, moments, order statistics, (reversed) residual lifetime moments, conditional moments and R´enyi entropy. The parameters are estimated by the maximum likelihood method and the Fisher’s information matrix is determined. Several special cases of this family are studied in some detail. An application to a real data set illustrates the performance of the family of distributions.