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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국자료분석학회 Journal of The Korean Data Analysis Society Journal of The Korean Data Analysis Society 제20권 제5호
- 발행연도
- 2018.1
- 수록면
- 2,189 - 2,199 (11page)
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초록· 키워드
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It is usually recognized that the life-times of test items may not be registered exactly. Recently, unified progressive hybrid censoring (UPHC) scheme have been introduced. In this paper, therefore, we consider the maximum likelihood estimates (MLEs) and Bayes estimates (BEs) of the parameters and reliability of a Weibull distribution (WD) under UPHC scheme. For computing the MLEs of the parameters, we use the Kundu’s algorithm. Further, the Bayes estimates for the parameters and reliability of WD based on squared error loss function (SELF) are derived. Since the BEs cannot be derived in closed form, we derive the BEs by using the Lindley approximation method. We carried out Monte Carlo (MC) simulations to compare the MLEs and BEs. It is observed that the BEs of the parameters and reliability under the SELF work quite well in this work. In addition, real data set based on UPHC scheme have been also analysed for illustrative purpose.
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참고문헌 (18)
참고문헌 신청
Ashour, S. K. / 2017 / Inference for Weibull distribution under adaptive type-I progressive hybrid censored competing risks data / Communications in Statistics - Theory and Methods 46:4756~4773
Cho, Y. / 2015 / Exact likelihood inference for an exponential parameter under generalized progressive hybrid censoring scheme / Statistical Methodology 23:18~34
Cho, Y. / 2015 / Estimating the entropy of a Weibull distribution under generalized progressive hybrid censoring / Entropy 17:101~122
Gorny, J. / 2018 / Modularization of hybrid censoring schemes and its application to unified progressive hybrid censoring / Metrika 81:173~210
Greene, W. H. / 2000 / Econometric analysis / Prentice-Hall
Cho, Y. / 2015 / Exact likelihood inference for an exponential parameter under generalized progressive hybrid censoring scheme / Statistical Methodology 23:18~34
Cho, Y. / 2015 / Estimating the entropy of a Weibull distribution under generalized progressive hybrid censoring / Entropy 17:101~122
Gorny, J. / 2018 / Modularization of hybrid censoring schemes and its application to unified progressive hybrid censoring / Metrika 81:173~210
Greene, W. H. / 2000 / Econometric analysis / Prentice-Hall
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