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학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2020.5
- 수록면
- 687 - 697 (11page)
- DOI
- 10.7465/jkdi.2020.31.3.687
이용수
초록· 키워드
오류제보하기
In this paper, the estimation of the entropy of a Weibull distribution based on the generalized type I hybrid censoring scheme (GeHyC) has been considered. The maximum likelihood estimator (MLE) and approximate MLE are provided. The Bayes estimators for the entropy of the Weibull distribution based on the symmetric and asymmetric loss functions, such as the squared error (SqEL) balanced SqEL (BSqEL), linex (LinL), balanced LinL (BLinL), general entropy loss (GeEL) and balanced GeEL (BGeEL) functions, are provided. The Bayes estimators cannot be obtained explicitly, and Lindley"s approximation (LinA) is used to obtain the Bayes estimators. Simulation results are performed to see the effectiveness of the different estimators. Also, a real data set has been analyzed for illustrative purposes.
목차
Abstract
1. Introduction
2. Estimations
3. Real data and simulation results
4. Conclusions
References
참고문헌 (13)
참고문헌 신청
Baratpour, S. / 2007 / Entropy properties of record statistics / Statistical Paper 48:197~213
Bhattacharya, S. / 2014 / Analysis of hybrid censored competing risks data / Statistics 48:1138~1154
Chandrasekar, B. / 2004 / Exact likelihood inferance for the exponential distribution under generalized type I and type II hybrid censoring / Naval Research Logistics 51:994~1004
Childs, A. / 2014 / Exact distribution of the MLEs of the parameters and of the quantiles of two-parameter exponential distribution under hybrid censoring / Statistics 48:441~458
Cho, Y. / 2014 / An estimation of the entropy for a Rayleigh distribution based on doubly-generalized type-II hybrid censored samples / Entropy 16:3655~3669
Bhattacharya, S. / 2014 / Analysis of hybrid censored competing risks data / Statistics 48:1138~1154
Chandrasekar, B. / 2004 / Exact likelihood inferance for the exponential distribution under generalized type I and type II hybrid censoring / Naval Research Logistics 51:994~1004
Childs, A. / 2014 / Exact distribution of the MLEs of the parameters and of the quantiles of two-parameter exponential distribution under hybrid censoring / Statistics 48:441~458
Cho, Y. / 2014 / An estimation of the entropy for a Rayleigh distribution based on doubly-generalized type-II hybrid censored samples / Entropy 16:3655~3669
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UCI(KEPA) : I410-ECN-0101-2020-041-000688681