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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 제19권 제4호
- 발행연도
- 2017.1
- 수록면
- 1,711 - 1,720 (10page)
이용수
초록· 키워드
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In lifetime data analysis, it is generally note that more than 1 risk factor (RF) may be appear at the same moment. Namely, a failure of unit is often arisen by one of the RFs. Moreover, it is known that the lifetimes of items may not be checked exactly. Therefore, we derive the estimators of parameters of exponential distribution (ED) with multiply type II censored competing risks (MCCR) data. We consider the maximum likelihood estimator (MLE) for parameters of ED with MCCR data. We also obtain the Bayes estimators (BEs) for parameter of the ED with MCCR data under the squared error loss function (SELF), DeGroot loss function (DLF) and precautionary loss function (PLF). Lindley’s approximate (LA) method is used to compute these BEs. The BEs of parameters are better than the respective MLE in terms of mean squared errors (MSEs) and biases. The choice of SELF seems to be a reasonable choice for Bayes estimation of parameters. A real data analysis has been provided.
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참고문헌 (12)
참고문헌 신청
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
Jia, X. / 2016 / Inference on the reliability of Weibull distribution with multiply type-I censored data / Reliability Engineering & System Safety 150 : 171 ~ 181
Lawless, J. F. / 2011 / Statistical models and methods for lifetime data / Wiley
Mao, S. / 2014 / Exact inference for competing risks model with generalized type I hybrid censored exponential data / Journal of Statistical Computation and Simulation 84 :
Press, W. H. / 1991 / Numerical recipes: The art of scientific computing / Cambridge University Press
Jia, X. / 2016 / Inference on the reliability of Weibull distribution with multiply type-I censored data / Reliability Engineering & System Safety 150 : 171 ~ 181
Lawless, J. F. / 2011 / Statistical models and methods for lifetime data / Wiley
Mao, S. / 2014 / Exact inference for competing risks model with generalized type I hybrid censored exponential data / Journal of Statistical Computation and Simulation 84 :
Press, W. H. / 1991 / Numerical recipes: The art of scientific computing / Cambridge University Press
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