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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2018.11
- 수록면
- 1,679 - 1,685 (7page)
- DOI
- 10.7465/jkdi.2018.29.6.1679
이용수
초록· 키워드
오류제보하기
For multivariate or correlated survival data semi-parametric frailty models with non-parametric baseline hazards, extensions of Cox"s (1972) proportional hazards models, has been often used. The marginal likelihood has been usually used for the inferences, but it often requires the computation of difficult integration in integrating out the frailty terms. In this paper we propose a Laplace approximation approach based on hierarchical likelihood for the frailty models. The proposed method is demonstrated via simulation study and two well-known real data sets. In particular, the simulation results show that our method is better than standard h-likelihood method in terms of bias.
목차
Abstract
1. Introduction
2. H-likelihood approach for frailty models
3. Proposed Laplace approximation
4. Simulation study
5. Real data examples
6. Discussion
References
참고문헌 (17)
참고문헌 신청
[학술지(정기간행물)] - Barker, P. / 2005 / Small sample bias in the gamma frailty model for univariate survival / Lifetime Data Analysis 11 : 265 ~ 284
[단행본] - Barndorff-Nielsen, O. E. / 1989 / Asymptotic techniques for use in statistics / Chapman and Hall
[학술지(정기간행물)] - Breslow, N. E. / 1972 / Discussion of professor Cox's paper / Journal of the Royal Statistical Society B 34 : 216 ~ 217
[학술지(정기간행물)] - Cox, D. R. / 1972 / Regression models and life tables(with Discussion) / Journal of the Royal Statistical Society B 74 : 187 ~ 220
[단행본] - Fleming, T. R. / 1991 / Counting processes and survival analysis / Wiley
[단행본] - Barndorff-Nielsen, O. E. / 1989 / Asymptotic techniques for use in statistics / Chapman and Hall
[학술지(정기간행물)] - Breslow, N. E. / 1972 / Discussion of professor Cox's paper / Journal of the Royal Statistical Society B 34 : 216 ~ 217
[학술지(정기간행물)] - Cox, D. R. / 1972 / Regression models and life tables(with Discussion) / Journal of the Royal Statistical Society B 74 : 187 ~ 220
[단행본] - Fleming, T. R. / 1991 / Counting processes and survival analysis / Wiley
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UCI(KEPA) : I410-ECN-0101-2019-041-000212248