Reliability estimation in a multicomponent stress-strength model for unit Burr III distribution under progressive censoring

被引:19
作者
Singh, Devendra Pratap [1 ]
Jha, Mayank Kumar [1 ]
Tripathi, Yogesh [1 ]
Wang, Liang [2 ]
机构
[1] Indian Inst Technol Patna, Dept Math, Patna 801106, Bihar, India
[2] Xidian Univ, Sch Math & Stat, Xian, Peoples R China
来源
QUALITY TECHNOLOGY AND QUANTITATIVE MANAGEMENT | 2022年 / 19卷 / 05期
关键词
Bayes estimate; maximum-likelihood estimate; multicomponent reliability; progressive censoring; moments; uniformly minimum variance unbiased estimator; XII DISTRIBUTION;
D O I
10.1080/16843703.2022.2049508
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
We study the problem of estimating multicomponent stress-strength reliability under progressive Type II censoring when stress and strength variables follow unit Burr III distributions with a common shape parameter. Point and interval estimates of this parametric function are derived using both classical and Bayesian approaches. Different approximation methods are used to obtain Bayes estimates. In particular, uniformly minimum variance unbiased estimate of the reliability is discussed when the common shape parameter is known. Monte Carlo simulations are performed to compare proposed methods. Finally, we provide two numerical examples for illustration purposes.
引用
收藏
页码:605 / 632
页数:28
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