UMVU estimation of the reliability function of the generalized life distributions

被引:17
|
作者
Chaturvedi, A [1 ]
Tomer, SK
机构
[1] Univ Delhi, Dept Stat, Delhi 110007, India
[2] CCS Univ, Dept Microbiol, Meerut 250005, Uttar Pradesh, India
关键词
generalized life distributions; hazard-rate; reliability function; stress-strength model;
D O I
10.1007/s00362-003-0157-8
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
The problems of estimating the reliability function and P = P-r{X > Y} are considered for the generalized life distributions. Uniformly minimum variance unbiased estimators (UMVUES) of the powers of the parameter involved in the probabilistic model and the probability density function (pdf) at a specified point are derived. The UMVUE of the pdf is utilized to obtain the UMVUE of the reliability function and Y. Our method of obtaining these estimators is quite simple than the traditional approaches. A theoretical method of studying the behaviour of the hazard-rate is provided.
引用
收藏
页码:301 / 313
页数:13
相关论文
共 50 条
  • [31] ESTIMATION OF THE RELIABILITY FUNCTION FOR A FAMILY OF LIFETIME DISTRIBUTIONS UNDER TYPE I AND TYPE II CENSORINGS
    Chaturvedi, Ajit
    Chauhan, Kuldeep
    Alam, Md. Wasi
    [J]. JOURNAL OF RELIABILITY AND STATISTICAL STUDIES, 2009, 2 (02): : 11 - 30
  • [32] Parameter Estimation For Multivariate Generalized Gaussian Distributions
    Pascal, Frederic
    Bombrun, Lionel
    Tourneret, Jean-Yves
    Berthoumieu, Yannick
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2013, 61 (23) : 5960 - 5971
  • [33] STATE ESTIMATION BASED ON GENERALIZED GAUSSIAN DISTRIBUTIONS
    Li, Xifeng
    Xie, Yongle
    [J]. METROLOGY AND MEASUREMENT SYSTEMS, 2013, 20 (01) : 65 - 76
  • [34] Smooth estimation of the reliability function
    Kulasekera, KB
    Williams, CL
    Coffin, M
    Manatunga, A
    [J]. LIFETIME DATA ANALYSIS, 2001, 7 (04) : 415 - 433
  • [35] Unbiased estimation of reliability function from a mixture of two exponential distributions based on a single observation
    Nie, Keyu
    Sinha, Bikas K.
    Hedayat, A. S.
    [J]. STATISTICS & PROBABILITY LETTERS, 2017, 127 : 7 - 13
  • [36] On Nonparametric Estimation of a Reliability Function
    Zardasht, V.
    Zeephongsekul, P.
    Asadi, M.
    [J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2012, 41 (06) : 983 - 999
  • [37] Smooth Estimation of the Reliability Function
    K.B. Kulasekera
    Calvin L. Williams
    Marie Coffin
    Amita Manatunga
    [J]. Lifetime Data Analysis, 2001, 7 : 415 - 433
  • [38] A generalized function for reputation estimation
    Khan, Javed I.
    Shaikh, Sajid S.
    [J]. PROCEEDINGS OF THE 11TH WSEAS INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOL 3: ADVANCES IN COMMUNICATIONS, 2007, : 12 - +
  • [39] ON THE ESTIMATION OF THE GENERALIZED COVARIANCE FUNCTION
    STARKS, TH
    FANG, JH
    [J]. JOURNAL OF THE INTERNATIONAL ASSOCIATION FOR MATHEMATICAL GEOLOGY, 1982, 14 (01): : 57 - 64
  • [40] CLASS OF DISTRIBUTIONS USEFUL IN LIFE TESTING AND RELIABILITY
    GOVINDARAJULA, Z
    [J]. IEEE TRANSACTIONS ON RELIABILITY, 1977, 26 (01) : 67 - 69