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392432

Stress-Strength Analysis of Inverse Weibull Model Using Type-II Progressive Hybrid Censoring and Its Application to Light-Emitting Diodes

Article

Last updated: 25 Feb 2025

Subjects

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Tags

الاحصاء والرياضة والتأمين

Abstract

In this paper, we discuss the estimation of δ = P(Y < X) based on Type-II progressive

hybrid censored samples when X and Y are two independent Inverse Weibull distributions

with different scale parameters, but having the same shape parameter. Different methods for

estimating δ are applied. The maximum likelihood estimator and the The observed Fisher

information matrix is computed and it is used to construct an asymptotic confidence interval

for δ. Bayes estimate of δ under the assumptions of independent gamma priors. Markov

Chain Monte Carlo (MCMC) technique is used for Bayes computation. Moreover, by using

the MCMC method, we achieve the highest posterior density ( HPD) credible intervals. Monte

Carlo simulations are performed to compare the efficiency of the proposed estimators. One

data analysis has been presented for illustrative purposes.

Keywords: Stress-strength model, Inverse Weibull distribution, maximum likelihood estimator,

Bayes estimator, Markov Chain Monte Carlo,, Type-II progressively hybrid censoring.

DOI

10.21608/zcom.2024.325769.1386

Keywords

Stress-Strength Model, Inverse Weibull distribution, Maximum likelihood estimator, Bayes Estimator, Markov Chain Monte Carlo

Authors

First Name

سارة محمد

Last Name

عبدالعليم

MiddleName

-

Affiliation

قسم الإحصاء ، كلية التجارة ، جامعة الزقازيق

Email

mohamedsara440@gmail.com

City

-

Orcid

-

First Name

محمد السيد

Last Name

ميعاد

MiddleName

-

Affiliation

قسم الإحصاء والرياضة والتأمين، کلية التجارة، جامعة الزقازيق، مصر

Email

mead99900@gmail.com

City

-

Orcid

-

First Name

,وائل شحتة

Last Name

أبوالعزم

MiddleName

-

Affiliation

قسم الإحصاء ، كلية التجارة ، جامعة الزقازيق

Email

drwaelshehta1982@gmail.com

City

-

Orcid

-

Volume

47

Article Issue

1

Related Issue

53428

Issue Date

2025-01-01

Receive Date

2024-10-03

Publish Date

2025-01-01

Page Start

120

Page End

166

Print ISSN

1110-7731

Online ISSN

2735-4512

Link

https://zcom.journals.ekb.eg/article_392432.html

Detail API

http://journals.ekb.eg?_action=service&article_code=392432

Order

29

Type

تجاریة کل ما یتعلق بالعلوم التجاریة

Type Code

1,572

Publication Type

Journal

Publication Title

مجلة البحوث التجارية

Publication Link

https://zcom.journals.ekb.eg/

MainTitle

Stress-Strength Analysis of Inverse Weibull Model Using Type-II Progressive Hybrid Censoring and Its Application to Light-Emitting Diodes

Details

Type

Article

Created At

01 Feb 2025