Inference for reliability in a multicomponent stress-strength model for a unit inverse Weibull distribution under type-II censoring

被引:8
|
作者
Singh, Kundan [1 ]
Mahto, Amulya Kumar [2 ]
Tripathi, Yogesh [1 ,4 ]
Wang, Liang [3 ]
机构
[1] Indian Inst Technol Patna, Dept Math, Bihta, India
[2] Indian Inst Technol Mandi, Sch Math & Stat Sci, Kamand, Himachal Prades, India
[3] Yunnan Normal Univ, Sch Math, Kunming, Peoples R China
[4] Indian Inst Technol Patna, Dept Math, Bihta 801106, India
来源
基金
中国国家自然科学基金;
关键词
Inverse Weibull distribution; Multicomponent stress-strength model; Generalized confidence interval; Maximum likelihood estimation; Generalized pivotal quantity; LESS-THAN X); GOMPERTZ DISTRIBUTION; BAYESIAN-ESTIMATION; PARAMETERS;
D O I
10.1080/16843703.2023.2177811
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, a unit inverse Weibull distribution as well as its basic structural properties is proposed. Furthermore, classical inferences for multicomponent reliability are discussed under type-II censoring when stress and strength components have a common parameter. The maximum likelihood estimator of the reliability is obtained and in sequel an asymptotic interval is constructed. Pivotal quantities are constructed and then generalized point and interval estimators are obtained for the reliability. Likelihood and pivotal quantities-based estimations are presented when all parameters are unequal as well. The performance of different estimators is investigated using simulation studies and real-life examples are studied from an application viewpoint. Finally, some concluding remarks are given.
引用
收藏
页码:147 / 176
页数:30
相关论文
共 50 条
  • [21] Phase-type stress-strength reliability models under progressive type-II right censoring
    Jose, Joby K.
    Drisya, M.
    Sangita, Kulathinal
    George, Sebastian
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2024, 53 (23) : 8498 - 8524
  • [22] Inference for multicomponent stress-strength reliability based on unit generalized Rayleigh distribution
    Jha, Mayank Kumar
    Singh, Kundan
    Dey, Sanku
    Wang, Liang
    Tripathi, Yogesh Mani
    SOFT COMPUTING, 2024, 28 (5) : 3823 - 3846
  • [23] Reliability inference for a multicomponent stress-strength model based on Kumaraswamy distribution
    Wang, Liang
    Dey, Sanku
    Tripathi, Yogesh Mani
    Wu, Shuo-Jye
    JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2020, 376
  • [24] Bayesian and non-Bayesian reliability estimation of multicomponent stress-strength model for unit Weibull distribution
    Alotaibi, Refah Mohammed
    Tripathi, Yogesh Mani
    Dey, Sanku
    Rezk, Hoda Ragab
    JOURNAL OF TAIBAH UNIVERSITY FOR SCIENCE, 2020, 14 (01): : 1164 - 1181
  • [25] Estimation of reliability in a multicomponent stress-strength model for inverted exponentiated Rayleigh distribution under progressive censoring
    Mahto, Amulya Kumar
    Tripathi, Yogesh Mani
    OPSEARCH, 2020, 57 (04) : 1043 - 1069
  • [26] Estimation of reliability in a multicomponent stress-strength model for inverted exponentiated Rayleigh distribution under progressive censoring
    Amulya Kumar Mahto
    Yogesh Mani Tripathi
    OPSEARCH, 2020, 57 : 1043 - 1069
  • [27] Inference of stress-strength for the Type-II generalized logistic distribution under progressively Type-II censored samples
    Babayi, Salman
    Khorram, Esmaile
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2018, 47 (07) : 1975 - 1995
  • [28] Reliability inference for stress-strength model based on inverted exponential Rayleigh distribution under progressive Type-II censored data
    Ma, Jin'ge
    Wang, Liang
    Tripathi, Yogesh Mani
    Rastogi, Manoj Kumar
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2023, 52 (06) : 2388 - 2407
  • [29] Reliability inference of stress-strength model for the truncated proportional hazard rate distribution under progressively Type-II censored samples
    Bai, Xuchao
    Shi, Yimin
    Liu, Yiming
    Liu, Bin
    APPLIED MATHEMATICAL MODELLING, 2019, 65 : 377 - 389
  • [30] Estimation for inverse Weibull distribution under progressive type-II censoring scheme
    Ren, Haiping
    Hu, Xue
    AIMS MATHEMATICS, 2023, 8 (10): : 22808 - 22829