统计与管理学院2016年学术报告第3期
【主 题】Joint Modeling of Recurrent and Terminal Events Using Additive Models
【报告人】 孙六全
中国科学院
【时 间】 2016年3月17日（星期四）16:00－17:00
【地 点】 上海财经大学统计与管理学院大楼1208室
【摘 要】 In this article, we propose a joint modeling approach for the analysis of
recurrent event data with a terminal event. We specify an additive rates model with a multiplicative frailty for the conditional recurrent event rate, and an additive hazards frailty model for the terminal event. A shared frailty is used to account for the association between recurrent and terminal events.An estimating equation approach is developed for the marginal and association parameters in the joint model, and the asymptotic properties of the proposed estimators are established. The finite sample performance of the proposed estimators is examined through simulation studies, and an application to a medical cost study of chronic heart failure patients is illustrated.
【邀请人】 尤进红
