333898

Inference of Inverted Exponentiated Lomax Distribution based on Step-Stress Partially Accelerated Life Test under Progressive Type II Censoring

Article

Last updated: 29 Mar 2025

Subjects

-

Tags

Statistical inference

Abstract

Due to the importance of the problem of testing the product units under stress higher than normal stress conditions, specially used in reliability analysis. In this paper, we discuss the problem of estimation with step stress partially accelerated life tests, the lifetime of testing items under use condition follow the inverted exponentiated Lomax distribution. The test is running under progressive Type-II censoring scheme, and the units drawn from the test were distributed as a binomial distribution. The model parameters and acceleration factor are estimated by maximum likelihood and Bayesian methods. The corresponding asymptotic confidence intervals as well as credible intervals are also constructed. The method for Bayesian estimates for the parameters of the IEL distribution under PTII censoring based on SS-PALT model is presented. Also, the theoretical results are assessed and compared through Monte Carlo simulation study. Two real data set are used to illustrate how the approaches will perform in practice. Finally, we reported some comments about numerical computation.

DOI

10.21608/esju.2023.228626.1017

Keywords

partially accelerated life test, inverted exponentiated Lomax distribution, Maximum likelihood estimation, Bayesian estimation, progressively Type II censoring

Authors

First Name

Salwa

Last Name

Assar

MiddleName

M.

Affiliation

Department of Mathematical Statistics, Faculty of Graduate Studies for Statistical Research , Cairo University

Email

salstat@cu.edu.eg

City

cairo

Orcid

0000-0001-7450-7486

First Name

Ehab

Last Name

Almetwally

MiddleName

M.

Affiliation

Faculty of Business Administration, Delta University for Science and Technology, Gamasa

Email

ehabxp_2009@hotmail.com

City

Cairo

Orcid

0000-0002-3888-1275

Volume

67

Article Issue

2

Related Issue

44949

Issue Date

2023-12-01

Receive Date

2023-08-11

Publish Date

2023-12-01

Page Start

29

Page End

49

Print ISSN

0542-1748

Online ISSN

2786-0086

Link

https://esju.journals.ekb.eg/article_333898.html

Detail API

http://journals.ekb.eg?_action=service&article_code=333898

Order

1

Type

Original Article

Type Code

1,914

Publication Type

Journal

Publication Title

The Egyptian Statistical Journal

Publication Link

https://esju.journals.ekb.eg/

MainTitle

Inference of Inverted Exponentiated Lomax Distribution based on Step-Stress Partially Accelerated Life Test under Progressive Type II Censoring

Details

Type

Article

Created At

28 Dec 2024