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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 제2호
- 발행연도
- 2017.1
- 수록면
- 565 - 575 (11page)
이용수
초록· 키워드
오류제보하기
In this paper, we derive exact likelihood inference for competing risks model (CRM) with generalized progressive hybrid censored exponential data. Based on the maximum likelihood estimators (MLEs) for unknown parameters, we derive the conditional moment generating function (MGF). Also, based on the first moments of the MLEs, we provide the bias adjusted estimators. We compare the proposed estimators by Monte Carlo simulation. For fixed sample and progressive censored sample size, the MSEs decrease as the pre-fixed time increases. For pre-fixed time, sample and progressive censored sample size, the MSEs decrease as the number of guarantee sample size increases. Also, we found that the bias adjusted estimators are better in terms of bias and MSE. But, we found that MLEs are better than the bias adjusted estimators in terms of variances. The simulation step is repeated 10,000 times for the n = 20, 30, and 40 and various generalized progressive hybrid censoring scheme (GPHCS).
목차
등록된 정보가 없습니다.
참고문헌 (13)
참고문헌 신청
Balakrishnan, N. / 2008 / Exact inference for a simple step stress model with competing risks for failure from exponential distribution under type II censoring / Journal of S
Bhattacharya, S. / 2014 / Analysis of hybrid censored competing risks data / Statistics 48 : 1138 ~ 1154
Cho, Y. / 2015 / Exact likelihood inference for an exponential parameter under generalized progressive hybrid censoring scheme / Statistical Methodology 23 : 18 ~ 34
Cox, D. R. / 1959 / The analysis of exponentially distributed lifetimes with two types of failure / Journal of the Royal Statistical Society, Series B (Methodological) 21 : 4
Cramer, E. / 2011 / Progressively type II censored competing risks data from lomax distributions / Computational Statistics & Data Analysis 55 : 1285 ~ 1303
Bhattacharya, S. / 2014 / Analysis of hybrid censored competing risks data / Statistics 48 : 1138 ~ 1154
Cho, Y. / 2015 / Exact likelihood inference for an exponential parameter under generalized progressive hybrid censoring scheme / Statistical Methodology 23 : 18 ~ 34
Cox, D. R. / 1959 / The analysis of exponentially distributed lifetimes with two types of failure / Journal of the Royal Statistical Society, Series B (Methodological) 21 : 4
Cramer, E. / 2011 / Progressively type II censored competing risks data from lomax distributions / Computational Statistics & Data Analysis 55 : 1285 ~ 1303
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