Estimation of Reliability for a Tow-Component Parallel Stress-Strength System

  • 발행 : 1999.04.01

초록

In this paper we estimate the reliability of parallel system with two components. We assume that the strengths of these components follow bivariate exponential(BVE) models proposed by Marshall-Olkin(1967) Block-Basu(1974) Freund(1961) and Proschan-Sullo(1974) These two components are subjected to a normally distributed random stress which is independent of the strength of the components. If the strengths ($\textit{X}_1$, $\textit{X}_2$) are subjected to a stress($\textit{Y}$) then the system reliability ($\textit{R}$) is given by $\textit{R}=\textit{P}[\textit{Y} We present some numerical results and compare the bias and the mean square error of the maximum likelihood estimator and proposed estimators for a moderate sized samples when $(\textit{X}_1, \textit{X}_2)$ follow BVE of Marshall-Olkin.

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참고문헌

  1. Naval Research Logistics v.28 The estimation of P(X
  2. Journal of the American Statistical Association v.69 Estimation of reliability in a multicomponent stress-strength model Bhattacharyya, G.K.;Johnson, R.A.
  3. Journal of the American Statistical Association v.69 A continuous bivatiate exponential extension Block, H.W.;Basu, A.P.
  4. Communications in Statistics-Theory and Methods v.7 Bayesian analysis of reliability in multicomponent stress-strength models Draper, D.;Guttman, I.
  5. Journal of the American Statistical Association v.56 A bivariate extension of exponential distribution Freund, J.E.
  6. Communications in Statistics-Theory and Methods v.17 Estimation of P(Yp>max(Y₁,Y₂,...,Yp-1)) in the exponential case Gupta, R.D.;Gupta, R.C.
  7. Biomedical Journal v.36 Some inference results in modified Freund's bivariate exponential distribution Hanagal, D.D.
  8. Communications in Statistics-Theory and Methods v.25 Estimation of system reliability from stress strength relationship Hanagal, D.D.
  9. Communications in Statistics-Theory and Methods v.20 Large sample tests of independence for absolutely continuous bivariate exponential distribution Hanagal, D.D.;Kale, B.K.
  10. Communications in Statistics-Theory and Methods v.22 Estimation of reliability for a Multicomponent survival stress-strength model based on exponential distributions Kunchur, S.H.;Munoli, S.B.
  11. Theory of point estimation Lehmann, E.L.
  12. Journal of the American Statistical Association v.62 A multivariate exponential distribution Marshall, A.W.;Olkin, I.
  13. Journal of the American Statistical Association v.71 Estimating the parameters of a multivatiate exponential distribution Proschan, F.;Sullo, P.