E-Bayesian statistical analysis for constant-stress accelerated life testing under the exponential distribution

被引:0
|
作者
Zhao, Shu [1 ]
Cai, Guoliang [1 ]
机构
[1] Jiangsu Univ, Fac Sci, Zhenjiang 212013, Jiangsu, Peoples R China
关键词
constant-stress life testing; exponential distribution; E-Bayesian estimation; Gibbs sampling;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The problem of constant-stress accelerated life testing data analysis under the exponential distribution is discussed. At the constant-stress accelerated life testing conditions, E-Bayesian parameter estimation for constant-stress accelerated life testing under the exponential distribution is given by considering the prior distributions of the hyperparameters and using Gibbs sampling method. Finally, simulation example is given, the results show that the Gibbs sampling method is simple and the convergence is. better. E-Bayesian parameter estimation is more effective than the maximum likelihood estimation.
引用
收藏
页码:260 / 265
页数:6
相关论文
共 50 条
  • [1] Bayesian and E-Bayesian estimation based on constant-stress partially accelerated life testing for inverted Topp-Leone distribution
    Al Mutairi, Aned
    Alrashidi, Afaf
    Al-Sayed, Neama Taher
    Behairy, Sarah Mohammad
    Elgarhy, Mohammed
    Nassr, Said G.
    [J]. OPEN PHYSICS, 2023, 21 (01):
  • [2] Bayesian Approach for Constant-Stress Accelerated Life Testing for Kumaraswamy Weibull Distribution with Censoring
    EL-Helbawy, Abeer Abd-Alla
    Al-Dayian, Gannat Ramadan
    Rezk, Hoda Ragab
    [J]. PAKISTAN JOURNAL OF STATISTICS AND OPERATION RESEARCH, 2016, 12 (04) : 673 - 694
  • [3] Bayesian Approach for Constant-Stress Accelerated Life Testing for Kumaraswamy Weibull Distribution with Censoring
    EL-Helbawy, A. A.
    Al-Dayian, G. R.
    Rezk, H. R.
    [J]. PAKISTAN JOURNAL OF STATISTICS AND OPERATION RESEARCH, 2016, 12 (03) : 407 - 428
  • [4] Constant-Stress Partially Accelerated Life Testing for Weibull Inverted Exponential Distribution with Censored Data
    Ahmed, Samah M.
    [J]. Iraqi Journal for Computer Science and Mathematics, 2024, 5 (02): : 94 - 111
  • [5] Estimation in constant-stress accelerated life tests for extension of the exponential distribution under progressive censoring
    El-Din M.M.M.
    Abu-Youssef S.E.
    Ali N.S.A.
    El-Raheem A.M.A.
    [J]. METRON, 2016, 74 (2) : 253 - 273
  • [6] Optimal Multiple Constant-Stress Accelerated Life Tests for Generalized Exponential Distribution
    Guan, Qiang
    Tang, Yincai
    Fu, Jiayu
    Xu, Ancha
    [J]. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2014, 43 (08) : 1852 - 1865
  • [7] Optimal Plans of Constant-Stress Accelerated Life Tests for Extension of the Exponential Distribution
    Abd El-Raheem, A. M.
    [J]. JOURNAL OF TESTING AND EVALUATION, 2019, 47 (02) : 1586 - 1605
  • [8] A Sequential Constant-stress Accelerated Life Testing Scheme and Its Bayesian Inference
    Liu, Xiao
    Tang, Loon-Ching
    [J]. QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2009, 25 (01) : 91 - 109
  • [9] Optimal design of multiple constant-stress accelerated life testing for the extension of the exponential distribution under type-II censoring
    Abd El-Raheem, A. M.
    [J]. JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2021, 382
  • [10] Bayesian analysis of constant-stress accelerated life test for the Weibull distribution using noninformative priors
    Xu, Ancha
    Fu, Jiayu
    Tang, Yincai
    Guan, Qiang
    [J]. APPLIED MATHEMATICAL MODELLING, 2015, 39 (20) : 6183 - 6195