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학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2021.9
- 수록면
- 1,143 - 1,152 (10page)
- DOI
- 10.7465/jkdi.2021.32.5.1143
이용수
초록· 키워드
오류제보하기
In this paper, we consider the shape parameter for the exponentiated half logistic distribution (ExHL) when samples are generalized type I hybrid censored samples. The shape parameter for the ExHL is estimated by the Bayesian method. We consider conjugate prior and corresponding posterior distribution is obtained. We also obtain the maximum likelihood estimator (MLE) of the shape parameter under the generalized type I hybrid censored samples (GenT1HCs). We compare the estimators in the sense of the root mean square error (RMSE). The simulation procedure is repeated 1,000 times for the sample size n = 20, 30, 40 and various generalized type I hybrid censored samples. Finally, a real data set has been analysed for illustrative purpose.
목차
Abstract
1. Introduction
2. Maximum likelihood estimation
3. Bayesian estimation
4. Illustrative example and simulation results
5. Conclusion
References
참고문헌 (10)
참고문헌 신청
Balakrishnan, N. / 1991 / Approximate MLEs for the location and scale parameters of the half logistic distribution with type-II right-censoring / IEEE Transactions on Reliability 40:140~145
조수빈 / 2021 / 일반화된 조정 점진적 복합 중도절단에서 하프 로지스틱 분포의 추정 / 한국데이터정보과학회지 32(2):405~416
곽재영 / 2018 / 통일된 복합 중도절단에서 하프 로지스틱 분포의 모수 추정 / 한국데이터정보과학회지 29(1):13~25
강석복 / 2008 / Estimation for the Half Logistic Distribution under Progressive Type-II Censoring / Communications for Statistical Applications and Methods 15(6):815~823
Kim,Hee-Jae / 2002 / Bayesian Reliability Estimation of a Standby System with Weibull Life Time Distribution / Journal of The Korean Data Analysis Society 4(4):349~360
조수빈 / 2021 / 일반화된 조정 점진적 복합 중도절단에서 하프 로지스틱 분포의 추정 / 한국데이터정보과학회지 32(2):405~416
곽재영 / 2018 / 통일된 복합 중도절단에서 하프 로지스틱 분포의 모수 추정 / 한국데이터정보과학회지 29(1):13~25
강석복 / 2008 / Estimation for the Half Logistic Distribution under Progressive Type-II Censoring / Communications for Statistical Applications and Methods 15(6):815~823
Kim,Hee-Jae / 2002 / Bayesian Reliability Estimation of a Standby System with Weibull Life Time Distribution / Journal of The Korean Data Analysis Society 4(4):349~360
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