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작은 샘플 크기의 One-shot Devices를 위한 베이지안 신뢰도 추정
Bayesian Reliability Estimation for Small Sample-Sized One-shot Devices
- 문병민;
- 선은주;
- 배석주
초록
One-shot device is required to successfully perform its function only once at the moment of use. The reliability of a one-shot device should be expressed as a probability of success. In this paper, we propose a bayesian approach for estimating reliability of one-shot devices with small sample size. We employ a gamma prior to obtain the posterior distribution. Finally, we compare the accuracy of the proposed method with general maximum likelihood method.
키워드
bayesian reliability; gamma prior; maximum likelihood estimation; one-shot device; storage reliability
- 제목
- 작은 샘플 크기의 One-shot Devices를 위한 베이지안 신뢰도 추정
- 제목 (타언어)
- Bayesian Reliability Estimation for Small Sample-Sized One-shot Devices
- 저자
- 문병민; 선은주; 배석주
- 발행일
- 2013-06
- 저널명
- 신뢰성 응용연구
- 권
- 13
- 호
- 2
- 페이지
- 99 ~ 107