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학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
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연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2017.5
- 수록면
- 659 - 668 (10page)
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초록· 키워드
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The inverse Weibull distribution (IWD) can be readily applied to a wide range of situations including applications in medicines, reliability and ecology. It is generally known that the lifetimes of test items may not be recorded exactly. In this paper, therefore, we consider the maximum likelihood estimation (MLE) and Bayes estimation of the entropy of a IWD under generalized progressive hybrid censoring (GPHC) scheme. It is observed that the MLE of the entropy cannot be obtained in closed form, so we have to solve two non-linear equations simultaneously. Further, the Bayes estimators for the entropy of IWD based on squared error loss function (SELF), precautionary loss function (PLF), and linex loss function (LLF) are derived. Since the Bayes estima tors cannot be obtained in closed form, we derive the Bayes estimates by revoking the Tierney and Kadane approximate method. We carried out Monte Carlo simulations to compare the classical and Bayes estimators. In addition, two real data sets based on GPHC scheme have been also analysed for illustrative purposes.
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등록된 정보가 없습니다.
참고문헌 (13)
참고문헌 신청
[단행본] - Blischke, W. R. / 2000 / Reliability : Modeling, prediction, and optimization / Wiley, New York
[학술지(정기간행물)] - 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
[학술지(정기간행물)] - Cho, Y. / 2015 / Estimating the entropy of a Weibull distribution under generalized progressive hybrid censoring / Entropy 17 : 101 ~ 122
[학술지(정기간행물)] - Cho, Y. / 2015 / Exact likelihood inference for an exponential parameter under generalized progressive hybrid censoring scheme / Statistical Methodology 23 : 18 ~ 34
[단행본] - Cover, T. M. / 2005 / Elements of information theory / Wiley
[학술지(정기간행물)] - 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
[학술지(정기간행물)] - Cho, Y. / 2015 / Estimating the entropy of a Weibull distribution under generalized progressive hybrid censoring / Entropy 17 : 101 ~ 122
[학술지(정기간행물)] - Cho, Y. / 2015 / Exact likelihood inference for an exponential parameter under generalized progressive hybrid censoring scheme / Statistical Methodology 23 : 18 ~ 34
[단행본] - Cover, T. M. / 2005 / Elements of information theory / Wiley
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UCI(KEPA) : I410-ECN-0101-2018-041-001369500