Literature DB >> 33617564

On the Burr XII-moment exponential distribution.

Fiaz Ahmad Bhatti1, G G Hamedani2, Mustafa Ç Korkmaz3, Wenhui Sheng2, Azeem Ali4.   

Abstract

In this study, a new flexible lifetime model called Burr XII moment exponential (BXII-ME) distribution is introduced. We derive some of its mathematical properties including the ordinary moments, conditional moments, reliability measures and characterizations. We employ different estimation methods such as the maximum likelihood, maximum product spacings, least squares, weighted least squares, Cramer-von Mises and Anderson-Darling methods for estimating the model parameters. We perform simulation studies on the basis of the graphical results to see the performance of the above estimators of the BXII-ME distribution. We verify the potentiality of the BXII-ME model via monthly actual taxes revenue and fatigue life applications.

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Year:  2021        PMID: 33617564      PMCID: PMC7899380          DOI: 10.1371/journal.pone.0246935

Source DB:  PubMed          Journal:  PLoS One        ISSN: 1932-6203            Impact factor:   3.240


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Journal:  PLoS One       Date:  2022-05-17       Impact factor: 3.752

  1 in total

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