Exponentiated Exponential-Exponentiated Weibull Linear Mixed Distribution: Properties and Applications
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Published:2020-08-28
Issue:
Volume:
Page:517-527
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ISSN:2220-5810
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Container-title:Pakistan Journal of Statistics and Operation Research
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language:
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Short-container-title:Pak.j.stat.oper.res.
Author:
Abbas Salman,
Mohsin MuhammadORCID,
Shahbaz Saman Hanif,
Qaiser Shahbaz MuhammadORCID
Abstract
In this article we have discussed linear mixing of two exponentiated distribution. The proposed model is named as exponentiated exponential-exponentiated Weibull (EE-EW) distribution. The proposed distribution generalize several existing distributions. We study several characteristics of the proposed distribution including moment, moment generating function, reliability and hazard rate functions. An empirical study is presented for mean, variance, coefficient of skewness, and coefficient of kurtosis. The method of maximum likelihood is used for the estimation of parameters. For the illustration purpose, we have use two real-life data set for application. The results justify the capability of the new model.
Publisher
Pakistan Journal of Statistics and Operation Research
Subject
Management Science and Operations Research,Statistics, Probability and Uncertainty,Modeling and Simulation,Statistics and Probability