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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2018.3
- 수록면
- 533 - 545 (13page)
- DOI
- 10.7465/jkdi.2018.29.2.533
이용수
초록· 키워드
오류제보하기
In this paper, several methods to estimate the reliability R of a Rayleigh model as a function of given time t are proposed and studied. Many research have been done by providing some informations on parameters of a Raleigh model rather R itself. Here R is a probability to endure a certain level of stress. Thus for the Bayesian method, several priors are given to R directly. Also a bootstrap method and a maximum likelihood method are examined and compared with a Bayesian method in term of mean square errors. we find that Bayesian methods perform better than other methods.
목차
Abstract
1. Introduction
2. Maximum likelihood estimation (MLE) method
3. Bootstrap method
4. Bayesian method
5. Simulation study
6. Conclusion and discussion
References
참고문헌 (18)
참고문헌 신청
[학술지(정기간행물)] - Balakrishnan, N. / 1989 / Approximate MLE of the scale parameter of the Rayleigh distribution with cen-soring / IEEE Transactions on Reliability 38 : 355 ~ 357
[학술지(정기간행물)] - Dey, S. / 2009 / Comparison of Bayes estimators of the parameter and reliability function of Rayleigh dis-tribution under different loss functions / Malaysian Journal of Mathematical Sciences 3 : 249 ~ 266
[학술지(정기간행물)] - Dyer, D. D. / 1973 / Best linear estimator of the parameter of the Rayleigh distribution-part I: Small sample theory for censored order statistics / IEEE Transactions on Reliability 22 : 27 ~ 34
[학술대회논문] - Efron, B. / 1982 / The Jackknife, the bootstrap and other resampling plans / CBMS-NSF Regional Conference Series in Applied Mathematics : 38 ~
[학술지(정기간행물)] - Fernandez, A. J. / 2000 / Bayesian inference from type II censored Rayleigh data / Statistics and Probability Letters 48 : 393 ~ 399
[학술지(정기간행물)] - Dey, S. / 2009 / Comparison of Bayes estimators of the parameter and reliability function of Rayleigh dis-tribution under different loss functions / Malaysian Journal of Mathematical Sciences 3 : 249 ~ 266
[학술지(정기간행물)] - Dyer, D. D. / 1973 / Best linear estimator of the parameter of the Rayleigh distribution-part I: Small sample theory for censored order statistics / IEEE Transactions on Reliability 22 : 27 ~ 34
[학술대회논문] - Efron, B. / 1982 / The Jackknife, the bootstrap and other resampling plans / CBMS-NSF Regional Conference Series in Applied Mathematics : 38 ~
[학술지(정기간행물)] - Fernandez, A. J. / 2000 / Bayesian inference from type II censored Rayleigh data / Statistics and Probability Letters 48 : 393 ~ 399
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