Inferences of generalized inverted exponential distribution based on partially constant-stress accelerated life testing under progressive Type-II censoring

被引:6
|
作者
Almarashi, Abdullah M. [1 ]
机构
[1] King Abdulaziz Univ, Fac Sci, Stat Dept, Jeddah, Saudi Arabia
关键词
Generalized inverted exponential distribution; Accelerated life tests model; progressive Type-II censoring scheme; Maximum likelihood estimation; Bayesian estimation; Markov chain Monte Carlo method; RELIABILITY ESTIMATION;
D O I
10.1016/j.aej.2022.07.063
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The problem of testing the product units under stress higher than normal stress conditions is widely used in reliability analysis specially, in a high reliable products to saving time and cost which is known by accelerated life tests (ALTs) model. In this paper, we are adopted partially constant-stress ALTs model for product units have generalized inverted exponential (GIE) lifetime. And, the test is running under progressive Type-II censoring scheme. The model parameters are estimated with maximum likelihood and Bayes methods. The corresponding asymptotic confidence intervals as well as credible intervals are also constructed. The theoretical results are assessed and compared through Monte Carlo simulation study. The numerical data set is analyzed under the proposed model for illustrative purpose. Finally, we reported some comments about numerical computation. (c) 2022 THE AUTHOR. Published by Elsevier BV on behalf of Faculty of Engineering, Alexandria University. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
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页码:223 / 232
页数:10
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