Bayesian analysis of reliability and hazard rate function of a mixture model

被引:5
|
作者
Siddiqui, SA [1 ]
Jain, S [1 ]
Chauhan, RK [1 ]
机构
[1] IIPS,BOMBAY,MAHARASHTRA,INDIA
来源
MICROELECTRONICS AND RELIABILITY | 1997年 / 37卷 / 06期
关键词
D O I
10.1016/S0026-2714(96)00130-8
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The present article deals with the Bayesian analysis for a modified (general) Mukherji-Islam model [A finite range distribution of failure times, Naval Research Logistics Quarterly, 1983, 30, 487-491] on the basis of failure time data x(1), x(2),..., x(r) for a prefixed number of failures. Under the use of different prior densities for the parameter and the squared error loss function (SELF), the Bayesian estimates of hazard rate and the reliability functions are obtained, considering uniform, Gamma and inverted gamma densities as prior failure densities. (C) 1997 Elsevier Science Ltd.
引用
收藏
页码:935 / 941
页数:7
相关论文
共 50 条
  • [1] BAYESIAN-ESTIMATION OF RELIABILITY FUNCTION AND HAZARD RATE
    SIDDIQUI, SA
    KUMAR, S
    [J]. MICROELECTRONICS AND RELIABILITY, 1991, 31 (01): : 53 - 57
  • [2] APPROXIMATE BAYESIAN ESTIMATES FOR THE WEIBULL RELIABILITY FUNCTION AND HAZARD RATE FROM CENSORED-DATA
    ABDELWAHID, AA
    WINTERBOTTOM, A
    [J]. JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 1987, 16 (03) : 277 - 283
  • [3] A mixture model of proportional reversed hazard rate
    Li, Xiaohu
    Li, Zhouping
    [J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2008, 37 (18) : 2953 - 2963
  • [4] Hazard rate estimation of a mixture model with censored lifetimes
    S. E. Ahn
    C. S. Park
    H. M. Kim
    [J]. Stochastic Environmental Research and Risk Assessment, 2007, 21 : 711 - 716
  • [5] Bayes estimation of the mixture of hazard-rate model
    Sharma, KK
    Krishna, H
    Singh, B
    [J]. RELIABILITY ENGINEERING & SYSTEM SAFETY, 1997, 55 (01) : 9 - 13
  • [6] Hazard rate estimation of a mixture model with censored lifetimes
    Ahn, S. E.
    Park, C. S.
    Kim, H. M.
    [J]. STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2007, 21 (06) : 711 - 716
  • [7] A mixture of weibull hazard rate with a power variance function frailty
    Wasinrat, Sirithip
    Bodhisuwan, Winai
    Zeephongsekul, Panlop
    Thongtheeraparp, Ampai
    [J]. Journal of Applied Sciences, 2013, 13 (01) : 103 - 110
  • [8] RELIABILITY AND HAZARD RATE ESTIMATION OF A LIFE TESTING MODEL
    Kumar, Vinod
    Gupta, Shilpi
    [J]. JOURNAL OF RELIABILITY AND STATISTICAL STUDIES, 2010, 3 (02): : 103 - 110
  • [9] Modeling the bathtub shape hazard rate function in terms of reliability
    Wang, KS
    Hsu, FS
    Liu, PP
    [J]. RELIABILITY ENGINEERING & SYSTEM SAFETY, 2002, 75 (03) : 397 - 406
  • [10] Bayesian approach to estimate the mixture of failure rate model
    Bris, R.
    Thach, T. T.
    [J]. APPLIED MATHEMATICS IN ENGINEERING AND RELIABILITY, 2016, : 9 - 17