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248610

A STUDY ON BIVARIATE BURR TYBE III DISTRIBUTION

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Last updated: 22 Jan 2023

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Abstract

Burr Type III distribution have been mainly used in statistical modeling of events in a variety of applied mathematical contexts such as fracture roughness, life testing, meteorology, modeling crop prices, forestry, reliability analysis. Our aim of this work is to construct a bivariate Burr Type III distribution and some of its structural properties such as bivariate probability density function and it's marginal, joint cumulative distribution and it's marginal, reliability and hazard rate function are studied. The maximum likelihood estimators of the parameters are derived. The Bayes estimators of the parameters based on the squared error loss function and Bayesian prediction of the future observations are presented. The performance of the proposed bivariate distribution is examined using a simulation study. Finally, one data set under the proposed distributions to illustrate their flexibility for real-life applications is analyzed.

DOI

10.21608/jsfc.2021.248610

Keywords

Inverted Weibull, Gamma Distributions, Bivariate Distributions, Compounding, Maximum Likelihood Estimation, Bayes estimation, Bayesian Prediction

Authors

First Name

R. M.

Last Name

Refaey

MiddleName

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Affiliation

Statistics Department, Faculty of Commerce, AL-Azhar University (Girls' Branch), Cairo, Egypt

Email

aliahlam@yahoo.com

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Orcid

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First Name

A. A. M.

Last Name

Mahmoud

MiddleName

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Affiliation

Statistics Department, Faculty of Commerce, AL-Azhar University (Girls' Branch), Cairo, Egypt

Email

reda2222@outlook.com

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Orcid

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Volume

26

Article Issue

1

Related Issue

35520

Issue Date

2021-06-01

Receive Date

2021-02-07

Publish Date

2021-06-01

Page Start

144

Page End

174

Print ISSN

1687-322X

Link

https://jsfc.journals.ekb.eg/article_248610.html

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https://jsfc.journals.ekb.eg/service?article_code=248610

Order

8

Type

المقالة الأصلية

Type Code

761

Publication Type

Journal

Publication Title

المجلة العلمية لقطاع کليات التجارة

Publication Link

https://jsfc.journals.ekb.eg/

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Article

Created At

22 Jan 2023