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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 제21권 제4호
- 발행연도
- 2019.1
- 수록면
- 1,665 - 1,674 (10page)
이용수
이 논문의 연구 히스토리 (2)
2020
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The disadvantages of the multiply censoring scheme are that the experiment may be very long if the items are highly reliable. Because of that, multiply hybrid censoring scheme was introduced. But, one limitation of the multiply hybrid censoring scheme (MHCS) is that it cannot be applied when very few failures may occur before pre-fixed time. In this reason, we propose a generalized multiply hybrid censoring scheme, which allows us to observe a pre-specified number of failures. Also, we derive the maximum likelihood estimators and Bayes estimators of parameters based on exponential distribution with competing risks data under generalized multiply hybrid censoring scheme. Lindley’s approximation method (LAM) is used to compute these Bayes estimators. The Bayes estimators of parameters are better than the respective maximum likelihood estimators in terms of mean squared errors and biases. The choice of SEL seems to be a reasonable for Bayes estimation method of parameters. Also, a real data analysis has been provided.
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참고문헌 (10)
참고문헌 신청
조영석 / 2017 / Exact Inference for Competing Risks Model with Generalized Progressive Hybrid Censored Exponential Data / Journal of The Korean Data Analysis Society 19(2):565~575
Cox, D. / 1959 / The analysis of exponentially distributed lifetimes with two types of failure / Journal of the Royal Statistical Society, Series B (Methodological) 21:411~421
Jia, X. / 2016 / Inference on the reliability of Weibull distribution with multiply type-I censored data / Reliability Engineering & System Safety 150:171~181
김준석 / 2018 / Estimation of the Weibull Distribution under Unified Progressive Hybrid Censored Data / Journal of The Korean Data Analysis Society 20(5):2189~2199
Lawless, J. F. / 2011 / Statistical models and methods for lifetime data / Hoboken
Cox, D. / 1959 / The analysis of exponentially distributed lifetimes with two types of failure / Journal of the Royal Statistical Society, Series B (Methodological) 21:411~421
Jia, X. / 2016 / Inference on the reliability of Weibull distribution with multiply type-I censored data / Reliability Engineering & System Safety 150:171~181
김준석 / 2018 / Estimation of the Weibull Distribution under Unified Progressive Hybrid Censored Data / Journal of The Korean Data Analysis Society 20(5):2189~2199
Lawless, J. F. / 2011 / Statistical models and methods for lifetime data / Hoboken
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