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publication name THE WEIBULL GENERALIZED EXPONENTIATED WEIBULL DISTRIBUTION: THEORY AND APPLICATIONS
Authors Mohamed Sewalim Hamed
year 2018
keywords Maximum Likelihood Estimation; Simulation; Order Statistics; Ex- ponentiated Weibull; Generating Function; Moments.
journal Journal of Statistics and Applications
volume 1
issue 2
pages 1-14
publisher Journal of Statistics and Applications
Local/International International
Paper Link http://www.ilirias.com/jsaa/repository/docs/JSAA1-2-1.pdf
Full paper download
Supplementary materials Not Available
Abstract

Abstract. In this work, a new extension of the exponentiated Weibull model is introduced with its mathematical properties and applications to failure times and medical data using the maximum likelihood method. We assess the per- formance of the maximum likelihood estimators in terms of biases and mean squared errors by means of a simulation study. We prove empirically the im- portance and zexibility of the new model in modeling two types of lifetime data. We conclude that, the new model is much better than the Weibull , expone- tiated Weibull, beta Weibull, Kumaraswamy Weibull, Transmuted Weibull, Weibull generalized Weibull and McDonald Weibul models in modeling failure times and breast cancer data.

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