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THE WEIBULL GENERALIZED EXPONENTIATED WEIBULL DISTRIBUTION: THEORY AND APPLICATIONS

Journal of Statistics and Applications • 2018
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Publication Information
Authors Mohamed Sewalim Hamed
Keywords Maximum Likelihood Estimation; Simulation; Order Statistics; Ex- ponentiated Weibull; Generating Function; Moments.
Journal Journal of Statistics and Applications
Publisher Journal of Statistics and Applications
Volume 1
Issue 2
Pages 1-14
publication.type International
Paper Link Open Link
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.