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publication name The modified exponential distribution with applications
Authors Mahdi Rasekhi;Morad Alizadeh;Emrah Altun;G.G. Hamedani;Ahmed Z. Afify;Munir Ahmad
year 2017
keywords Exponential distribution; Hazard rate function; Reliability function; Maximum likelihood estimation
journal Pakistan Journal of Statistics
volume 33
issue 5
pages 383-398
publisher ISOSS-Islamic Countries Society of Statistical Sciences
Local/International International
Paper Link http://www.pakjs.com/pjslib.php
Full paper download
Supplementary materials Not Available
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 providea comprehensive description of the mathematical properties of the proposed distribution. Theestimation 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 usingreal data set by comparison with some generalizations of the exponential distribution.

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