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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2016.10
- 수록면
- 1,389 - 1,397 (9page)
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초록· 키워드
오류제보하기
Semi-parametric frailty model with nonparametric baseline hazards has been widely used for the analyses of clustered survival-time data. The frailty models can be fitted via an auxiliary Poisson hierarchical generalized linear model (HGLM). For the inferences of the frailty model marginal likelihood, which gives MLE, is often used. The marginal likelihood is usually obtained by integrating out random effects, but it often requires an intractable integration. In this paper, we propose to obtain the MLE via Laplace approximation using a Poisson HGLM approach for semi-parametric frailty model. The proposed HGLM approach uses hierarchical-likelihood (h-likelihood), which avoids integration itself. The proposed method is illustrated using a numerical study.
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등록된 정보가 없습니다.
참고문헌 (16)
참고문헌 신청
[단행본] - Barndor-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
[인터넷자원] - Donohue, M. / / Phmm: Proportional hazards mixed-eects model
[학술지(정기간행물)] - 하일도 / 2015 / Variable selection in Poisson HGLMs using h-likelihoood / 한국데이터정보과학회지 26 (6) : 1513 ~ 1521
[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
[인터넷자원] - Donohue, M. / / Phmm: Proportional hazards mixed-eects model
[학술지(정기간행물)] - 하일도 / 2015 / Variable selection in Poisson HGLMs using h-likelihoood / 한국데이터정보과학회지 26 (6) : 1513 ~ 1521
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UCI(KEPA) : I410-ECN-0101-2018-041-001378627