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381241

Bayesian prediction intervals of order statistics based on progressively type-II censored competing risks data from the half-logistic distribution

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Last updated: 31 Dec 2024

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Abstract

The competing risks model may be of great importance for an investigator in medical
studies or in reliability analysis. In this article, Bayesian prediction bounds of order statistics based
on progressively type-II censored competing risks data from a general class of distributions are
obtained. The class of distributions includes, among others, Weibull, compound Weibull, Pareto,
Gompertz, compound Gompertz and half-logistic distributions. The results are then applied to
the half-logistic distribution. Based on three different progressive type-II censoring schemes, prediction intervals of the future order statistics are obtained. An illustrative example is presented to show
the procedure. A Monte Carlo simulation study is performed and numerical computations are carried out to obtain the coverage probabilities and average interval lengths of the prediction intervals. 

DOI

10.1016/j.joems.2014.01.008

Keywords

Bayesian Prediction, Competing risks model, progressive type-II censoring, Half-logistic distribution, One-sample prediction, Simulation

Authors

First Name

Essam K.

Last Name

AL-Hussaini

MiddleName

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Affiliation

Department of Mathematics, Faculty of Science, Alexandria University, Egypt

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First Name

Alaa H.

Last Name

Abdel-Hamid

MiddleName

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Affiliation

Department of Mathematics, Faculty of Science, Beni-Suef University, Egypt

Email

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City

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Orcid

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First Name

Atef F.

Last Name

Hashem

MiddleName

-

Affiliation

Department of Mathematics, Faculty of Science, Beni-Suef University, Egypt

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City

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Orcid

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Volume

23

Article Issue

1

Related Issue

50465

Issue Date

2015-04-01

Receive Date

2024-09-23

Publish Date

2015-04-01

Page Start

190

Page End

196

Print ISSN

1110-256X

Online ISSN

2090-9128

Link

https://joems.journals.ekb.eg/article_381241.html

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https://joems.journals.ekb.eg/service?article_code=381241

Order

381,241

Type

Original Article

Type Code

3,248

Publication Type

Journal

Publication Title

Journal of the Egyptian Mathematical Society

Publication Link

https://joems.journals.ekb.eg/

MainTitle

Bayesian prediction intervals of order statistics based on progressively type-II censored competing risks data from the half-logistic distribution

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Article

Created At

21 Dec 2024