ESTIMATION AND PREDICTION OF TWO RAYLEIGH LIFETIME DISTRIBUTIONS UNDER JOINT CENSORING SCHEME

被引:0
|
作者
Al-Bossly, Afrah [1 ]
Alawaji, Nouf [1 ]
机构
[1] Prince Sattam Bin Abdulaziz Univ, Coll Sci & Humanities Al Kharj, Dept Math, Al Kharj, Saudi Arabia
来源
THERMAL SCIENCE | 2022年 / 26卷 / Special Issue 1期
关键词
joint censoring scheme; Rayleigh distribution; Bayesian estimation; maximum likelihood estimation; Bayesian prediction; LINEAR UNBIASED ESTIMATOR; BAYESIAN-INFERENCE; PARAMETER; SAMPLE; TESTS;
D O I
10.2298/TSCI22S1247A
中图分类号
O414.1 [热力学];
学科分类号
摘要
Comparative life tests of a life product have received considerable attention in the past few years for measuring the relative merits of a product in competing duration. In this paper, we are adopting the problem of estimation and prediction of Rayleigh lifetime distributions under joint Type-I censoring scheme. The point and interval estimation is formulated with maximum likelihood and the Bayes methods for the unknown parameters. Also, Bayesian approach is applied in viewpoint both point and interval prediction. The results of estimation and prediction are discussed through analysis the set of real data and bulding Monte-Carlo simulation studies. Finally, we built a numerical discussion of the most important results and future recommendations.
引用
收藏
页码:247 / 259
页数:13
相关论文
共 50 条
  • [1] ESTIMATION AND PREDICTION OF TWO RAYLEIGH LIFETIME DISTRIBUTIONS UNDER JOINT CENSORING SCHEME
    Al-Bossly, Afrah
    Alawaji, Nouf
    THERMAL SCIENCE, 2022, 26 : S247 - S259
  • [2] Bayesian estimation for the power rayleigh lifetime model with application under a unified hybrid censoring scheme
    Hasaballah, Mustafa M.
    Balogun, Oluwafemi Samson
    Bakr, M. E.
    PHYSICA SCRIPTA, 2024, 99 (10)
  • [3] Estimation for the generalized Frechet distribution under progressive censoring scheme
    Maiti, Kousik
    Kayal, Suchandan
    INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT, 2019, 10 (05) : 1276 - 1301
  • [4] Statistical inference for a two-parameter Rayleigh distribution under generalized progressive hybrid censoring scheme
    Xin, Ying
    Zhou, Bingchang
    Tang, Yaning
    Zhang, You
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2024, 94 (10) : 2236 - 2272
  • [5] Estimation of the Rayleigh Distribution under Unified Hybrid Censoring
    Jeon, Young Eun
    Kang, Suk-Bok
    AUSTRIAN JOURNAL OF STATISTICS, 2021, 50 (01) : 59 - 73
  • [6] Optimal decision-theoretic sampling plan for two exponential distributions under joint censoring scheme
    Prajapati, Deepak
    Mondal, Shuvashree
    Kundu, Debasis
    APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 2021, 37 (03) : 560 - 576
  • [7] Joint Type-I Generalized Hybrid Censoring for Estimation Two Weibull Distributions
    Algarni, Ali
    Almarashi, Abdullah M.
    Abd-Elmougod, G. A.
    JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 2020, 36 (06) : 1243 - 1260
  • [8] Two compound Rayleigh lifetime distributions in analyses the jointly type-II censoring samples: DSGT2018
    Algarni, Ali
    Almarashi, Abdullah M.
    Abd-Elmougod, G. A.
    Abo-Eleneen, Z. A.
    JOURNAL OF MATHEMATICAL CHEMISTRY, 2020, 58 (05) : 950 - 966
  • [9] Two compound Rayleigh lifetime distributions in analyses the jointly type-II censoring samples: DSGT2018
    Ali Algarni
    Abdullah M. Almarashi
    G. A. Abd-Elmougod
    Z. A. Abo-Eleneen
    Journal of Mathematical Chemistry, 2020, 58 : 950 - 966
  • [10] Estimation for the generalized Fréchet distribution under progressive censoring scheme
    Kousik Maiti
    Suchandan Kayal
    International Journal of System Assurance Engineering and Management, 2019, 10 : 1276 - 1301