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234861

The Bayesian Estimation in Step Partially Accelerated Life Tests for the Burr XII Parameters Using Type I Censoring

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Last updated: 05 Jan 2025

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Abstract

Some traditional life tests result in very few failures by the end of the test. So that to reach failure quickly test units are run at higher than usual stress conditions. This study is devoted to the estimating failure time data under step-stress partially accelerated life tests based on type I censoring. The lifetime distribution of the test items is assumed to follow Burr type distribution. The Bayesianestimates of the acceleration factor and the parameters of the lifetime distribution are obtained when the shape parameters and the acceleration factor are unknown. Numerical examples are given to study the posterior variances of the parameters and their mean square errors using Mathcad (2001). For illustrating the precision and variations of   Bayesian estimates simulation results are included for different sample sizes.

DOI

10.21608/esju.2009.234861

Keywords

Reliability, Step stress-partially accelerated life test, Accelerated Factor, Burr type XII distribution, Bayesian approach

Volume

53

Article Issue

2

Related Issue

33828

Issue Date

2009-12-01

Receive Date

2022-05-04

Publish Date

2009-12-01

Page Start

125

Page End

137

Print ISSN

0542-1748

Online ISSN

2786-0086

Link

https://esju.journals.ekb.eg/article_234861.html

Detail API

https://esju.journals.ekb.eg/service?article_code=234861

Order

4

Type

Original Article

Type Code

1,914

Publication Type

Journal

Publication Title

The Egyptian Statistical Journal

Publication Link

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

MainTitle

The Bayesian Estimation in Step Partially Accelerated Life Tests for the Burr XII Parameters Using Type I Censoring

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Type

Article

Created At

23 Jan 2023