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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2019.5
- 수록면
- 703 - 711 (9page)
- DOI
- 10.7465/jkdi.2019.30.3.703
이용수
초록· 키워드
오류제보하기
In most of the life testing and reliability experiments, the experimenter is often, unable to observe life time of all items put on test and the data avilable to the experimenter is censored data. Under classical estimation set up, the maximum product spacings method is quite effective and several authors advocated the use of this method as an alternative to MLE, and found that this estimation method provides better estimates than MLE in various situations. In this paper, we derive the MPSE for the parameter and reliability function of half-logistic (HL) distribution. And we derive the approximate MPSE for the parameter and reliability function of HL distribution using Talyor series expansion. We also compare the proposed estimators in the sense of the root mean squared error (RMSE) and bias for various progressive type II censored samples. In addition, real data example based on progressive type II censoring scheme have been also analysed for illustrative purposes.
목차
Abstract
1. Introduction
2. Estimation
3. Illustrative examples and simulation results
4. Conclusions
References
참고문헌 (15)
참고문헌 신청
AL-Hussaini, E. K. / 2015 / One-sample Bayesian prediction inter-vals based on progressively type-II censored data from the half-logistic distribution under progressive stress model / Metrika 78:771~783
Balakrishnan, N. / 1985 / Order statistics from the half logistic distribution / Journal of Statistical Compu-tation and Simulation 20:287~309
Cheng, R. C. H. / 1983 / Estimating parameters in continuous univariate distributions with a shifted origin / Journal of the Royal Statistical Society B 45:394~403
Cohen, A. C. / 1963 / Progressively censored samples in life testing / Technometrics 5:327~329
곽재영 / 2018 / 통일된 복합 중도절단에서 하프 로지스틱 분포의 모수 추정 / 한국데이터정보과학회지 29(1):13~25
Balakrishnan, N. / 1985 / Order statistics from the half logistic distribution / Journal of Statistical Compu-tation and Simulation 20:287~309
Cheng, R. C. H. / 1983 / Estimating parameters in continuous univariate distributions with a shifted origin / Journal of the Royal Statistical Society B 45:394~403
Cohen, A. C. / 1963 / Progressively censored samples in life testing / Technometrics 5:327~329
곽재영 / 2018 / 통일된 복합 중도절단에서 하프 로지스틱 분포의 모수 추정 / 한국데이터정보과학회지 29(1):13~25
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