Reliability Inference of Multicomponent Stress-Strength System Based on Chen Distribution Using Progressively Censored Data

被引:2
作者
Hu, Chaoen [1 ]
Gui, Wenhao [1 ]
机构
[1] Beijing Jiaotong Univ, Sch Math & Stat, Beijing 100044, Peoples R China
来源
APPLIED SCIENCES-BASEL | 2023年 / 13卷 / 11期
关键词
multicomponent stress-strength reliability; Chen distribution; progressively Type-II censored data; maximum likelihood estimation; Bayesian estimation; MODEL;
D O I
10.3390/app13116509
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
In this paper, we study the inference of the multicomponent stress-strength reliability (MSSR) based on the Chen distribution using progressively Type-II censored data. Both the stress and strength variables follow the Chen distribution with a common second shape parameter. The maximum likelihood estimates and the asymptotic confidence intervals of the MSSR are developed. The bootstrap confidence interval of the MSSR is also constructed. The Bayesian estimation of the MSSR is obtained under the generalized entropy loss function using the Markov Chain Monte Carlo method. To check the effectiveness of the proposed approach, simulation studies are performed. Finally, a real data set is analyzed.
引用
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页数:25
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共 22 条
[1]   The Estimation of Reliability from Stress-Strength for Exponentiated Frechet Distribution [J].
Badr, M. M. ;
Shawky, A., I ;
Alharby, A. H. .
IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY TRANSACTION A-SCIENCE, 2019, 43 (A3) :863-874
[2]   A SIMPLE SIMULATIONAL ALGORITHM FOR GENERATING PROGRESSIVE TYPE-II CENSORED SAMPLES [J].
BALAKRISHNAN, N ;
SANDHU, RA .
AMERICAN STATISTICIAN, 1995, 49 (02) :229-230
[3]   Point estimation under asymmetric loss functions for left-truncated exponential samples [J].
Calabria, R ;
Pulcini, G .
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 1996, 25 (03) :585-600
[4]   Statistical Analysis of a Lifetime Distribution with a Bathtub-Shaped Failure Rate Function under Adaptive Progressive Type-II Censoring [J].
Chen, Siyi ;
Gui, Wenhao .
MATHEMATICS, 2020, 8 (05)
[5]   A new two-parameter lifetime distribution with bathtub shape or increasing failure rate function [J].
Chen, ZM .
STATISTICS & PROBABILITY LETTERS, 2000, 49 (02) :155-161
[6]   Stress-Strength Modeling Using Median-Ranked Set Sampling: Estimation, Simulation, and Application [J].
Hassan, Amal S. S. ;
Almanjahie, Ibrahim M. M. ;
Al-Omari, Amer Ibrahim ;
Alzoubi, Loai ;
Nagy, Heba Fathy .
MATHEMATICS, 2023, 11 (02)
[7]   Reliability estimation in multicomponent stress-strength model for generalized inverted exponential distribution [J].
Jia, Junmei ;
Yan, Zaizai ;
Song, Haohao ;
Chen, Yan .
SOFT COMPUTING, 2023, 27 (02) :903-916
[8]   Estimation of reliability in a multicomponent stress-strength model based on a bivariate Kumaraswamy distribution [J].
Kizilaslan, Fatih ;
Nadar, Mustafa .
STATISTICAL PAPERS, 2018, 59 (01) :307-340
[9]   Confidence limits for stress-strength reliability involving Weibull models [J].
Krishnamoorthy, K. ;
Lin, Yin .
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2010, 140 (07) :1754-1764
[10]   An Additive Chen Distribution with Applications to Lifetime Data [J].
Mendez-Gonzalez, Luis Carlos ;
Rodriguez-Picon, Luis Alberto ;
Perez-Olguin, Ivan Juan Carlos ;
Vidal Portilla, Luis Ricardo .
AXIOMS, 2023, 12 (02)