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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2018.11
- 수록면
- 1,697 - 1,706 (10page)
- DOI
- 10.7465/jkdi.2018.29.6.1697
이용수
초록· 키워드
오류제보하기
In this paper, we derive some estimators of the scale parameter of half-triangular distribution based on unified hybrid censored samples. First, we obtain the maximum likelihood estimator (MLE) of the scale parameter. However, the MLE can"t be obtained explicitly with closed form because of the nonlinearity of the likelihood equation. So, we propose some approximate maximum likelihood estimators (AMLEs) using two different types of Taylor series expansions for some nonlinear functions of the likelihood equation. Finally, we compare the proposed estimators in the sense of the mean squared error (MSE) through Monte Carlo simulation. From the simulation results, we can show that the proposed AMLEs are usually more efficient than the MLE.
목차
Abstract
1. Introduction
2. Unified hybrid censoring
3. Maximum likelihood estimation
4. Approximate maximum likelihood estimation
5. Simulation results
References
참고문헌 (17)
참고문헌 신청
[학술지(정기간행물)] - Ateya, S. F. / 2017 / Estimation under inverse Weibull distribution based on Balakrishnan's uni ed hybrid censored scheme / Communications in Statistics-Simulation and Computation 46 : 3645 ~ 3666
[단행본] - Balakrishnan, N. / 2003 / A primer on statistical distributions / John Wiley & Sons
[학술지(정기간행물)] - Balakrishnan, N. / 2008 / Exact likelihood inference based on an uni ed hybrid censored sample from the exponential distribution / Journal of Statistical Computation and Simulation 78 : 475 ~ 488
[학술지(정기간행물)] - Chandrasekar, B. / 2004 / Exact likelihood inference for the exponential distribution under generalized type-I and type-II hybrid censoring / Naval Research Logistics 51 : 994 ~ 1004
[학술지(정기간행물)] - Childs, A. / 2003 / Exact likelihood inference based on type-I and type-II hybrid censored samples from the exponential distribution / Annals of the Institute of Statistical Mathematics 55 : 319 ~ 330
[단행본] - Balakrishnan, N. / 2003 / A primer on statistical distributions / John Wiley & Sons
[학술지(정기간행물)] - Balakrishnan, N. / 2008 / Exact likelihood inference based on an uni ed hybrid censored sample from the exponential distribution / Journal of Statistical Computation and Simulation 78 : 475 ~ 488
[학술지(정기간행물)] - Chandrasekar, B. / 2004 / Exact likelihood inference for the exponential distribution under generalized type-I and type-II hybrid censoring / Naval Research Logistics 51 : 994 ~ 1004
[학술지(정기간행물)] - Childs, A. / 2003 / Exact likelihood inference based on type-I and type-II hybrid censored samples from the exponential distribution / Annals of the Institute of Statistical Mathematics 55 : 319 ~ 330
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UCI(KEPA) : I410-ECN-0101-2019-041-000212268