421304

Statistical Inference on Simple Step-Stress Accelerated Life Testing for Gompertz Distribution Under .Progressive Type-II Censoring

Article

Last updated: 11 May 2025

Subjects

-

Tags

الاحصاء والرياضة والتأمين

Abstract

We consider a simple step-stress model under the Gompertz distribution (GD) when the available data are type-II progressive censored. The cumulative exposure model is assumed when the lifetime of test units follows a Gompertz distribution. Maximum likelihood estimates and Bayes estimates are derived, utilizing the Markov Chain Monte Carlo (MCMC) method for computing Bayes estimates (BEs) and credible intervals. BEs of the parameters were obtained based on squared error (SE) and linear exponential (LINEX) loss functions under the assumptions of independent gamma priors. Finally, to illustrate these concepts, simulation studies and real-data examples are included.

Keywords: Step-stress accelerated life testing, Progressive type-II censoring, Maximum likelihood estimation, .Bayes estimation, Gompertz distribution, Cumulative exposure model, Markov Chain Monte Carlo

Keywords: Step-stress accelerated life testing, Progressive type-II censoring, Maximum likelihood estimation, Bayes estimation, Gompertz distribution, Cumulative exposure model, Markov Chain Monte Carlo.

Keywords: Step-stress accelerated life testing, Progressive type-II censoring, Maximum likelihood estimation, Bayes estimation, Gompertz distribution, Cumulative exposure model, Markov Chain Monte Carlo.

DOI

10.21608/zcom.2025.355828.1415

Keywords

Step-stress accelerated life testing, progressive type-II censoring, Gompertz distribution

Authors

First Name

السيد وليد شعبان

Last Name

عبدالمنتصر

MiddleName

-

Affiliation

قسم الإحصاء ، كلية التجارة ،جامعة الزقازيق, مصر

Email

elsayedwaleed7080@gmail.com

City

الزقازيق

Orcid

-

First Name

سامية ابو الفتوح

Last Name

سالم

MiddleName

-

Affiliation

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

Email

samia_a_salem@yahoo.com

City

القاهرة

Orcid

-

First Name

اسامة السيد

Last Name

عراقي

MiddleName

-

Affiliation

قسم الإحصاء ، كلية التجارة ، جامعة الزقازيق ، مصر

Email

o.e.abokasem@zu.edu.eg

City

الزقازيق

Orcid

-

Volume

47

Article Issue

2

Related Issue

55585

Issue Date

2025-04-01

Receive Date

2025-01-27

Publish Date

2025-04-01

Page Start

232

Page End

269

Print ISSN

1110-7731

Online ISSN

2735-4512

Link

https://zcom.journals.ekb.eg/article_421304.html

Detail API

http://journals.ekb.eg?_action=service&article_code=421304

Order

24

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

Statistical Inference on Simple Step-Stress Accelerated Life Testing for Gompertz Distribution Under .Progressive Type-II Censoring

Details

Type

Article

Created At

11 May 2025