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커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2019.11
- 수록면
- 1,431 - 1,440 (10page)
- DOI
- 10.7465/jkdi.2019.30.6.1431
이용수
초록· 키워드
오류제보하기
In this paper, we consider the default Bayesian analysis for the ratio of scale parameters in Topp-Leone distributions. Thus we propose the noninformative prior such as matching priors and reference priors in this problem. We also investigate that the second order matching prior satisfies an alternative coverage matching criterion, and it becomes a highest posterior density matching prior. Next, we check whether the developed reference prior is the second order matching prior and whether Jeffrey’s prior and reference prior have same form. Simulation study indicates that the proposed matching prior is very close to the target coverage probabilities, and a real example is given.
목차
Abstract
1. Introduction
2. The noninformative priors
3. Property of posterior distribution
4. Numerical studies
5. Concluding remarks
References
참고문헌 (31)
참고문헌 신청
Berger, J. O. / 1989 / Estimating a product of means: Bayesian analysis with reference priors / Journal of the American Statistical Association 84:200~207
Berger, J. O. / 1992 / Bayesian Statistics IV / Oxford University Press :35~60
Bernardo, J. M. / 1979 / Reference posterior distributions for Bayesian inference (with discussion) / Journal of Royal Statistical Society B 41:113~147
Bayoud, H. A. / 2016 / Admissible minimax estimators for the shape parameter of Topp-Leone distribution / Communications in Statistics-Theory Methods 45:71~82
Cordeiro, G. M. / 2012 / The beta power distribution / Brazilian Journal of Probability and Statistics 26:88~112
Berger, J. O. / 1992 / Bayesian Statistics IV / Oxford University Press :35~60
Bernardo, J. M. / 1979 / Reference posterior distributions for Bayesian inference (with discussion) / Journal of Royal Statistical Society B 41:113~147
Bayoud, H. A. / 2016 / Admissible minimax estimators for the shape parameter of Topp-Leone distribution / Communications in Statistics-Theory Methods 45:71~82
Cordeiro, G. M. / 2012 / The beta power distribution / Brazilian Journal of Probability and Statistics 26:88~112
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UCI(KEPA) : I410-ECN-0101-2020-041-000137427