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Mahdi Rasekhi

Mahdi Rasekhi

Academic rank: Assistant Professor
ORCID:
Education: PhD.
ScopusId:
HIndex:
Faculty: Mathematical Sciences and Statistics
Address:
Phone: 0813-33339843 داخلی 391

Research

Title
The Modified Exponential Distribution with Applications
Type
JournalPaper
Keywords
Exponential distribution; Hazard rate function; Reliability function; Maximum likelihood estimation.
Year
2017
Journal Pakistan Journal Of Statistics
DOI
Researchers Mahdi Rasekhi

Abstract

In this article, we generalize the exponential distribution by compounding the extended exponential distribution (Gomez et al., 2014) and generalized exponential distribution (Gupta and Kundu, 2001) and call it modified exponential (ME) distribution. It includes as special submodels, Kumaraswamy exponential, generalized exponential and exponential distributions. We provide a comprehensive description of the mathematical properties of the proposed distribution. The estimation of the model parameters is performed by the maximum likelihood method. A simulation study is performed to assess the performance of the maximum likelihood estimators.The usefulness of the modified exponential distribution for modeling data is illustrated using real data set by comparison with some generalizations of the exponential distribution.