Set-valued system identification methods in retrospective cohort study and applications to GWAS

	Set-valued system identification methods in retrospective cohort study and applications to GWAS
	Hang, Zhang; Wenjian Bi; Yanlong Zhao; Long Cheng
	2017
会议名称	20th World Congress of the International-Federation-of-Automatic-Control (IFAC)
会议日期	JUL 09-14, 2017
会议地点	Toulouse
会议举办国	France
摘要	This paper considers the set-valued system identification in retrospective cohort study and proposes several novel methods based on retrospective likelihood function. We theoretically analyze the difference between retrospective likelihood and traditional prospective likelihood. A general framework is proposed for set-valued system identification in retrospective cohort study and applied to two common problems in Genome-Wide Association Studies(GWAS). Extensive simulations show that new methods perform better than traditional methods in terms of parameter estimation errors. (C) 2017, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
文献类型	会议论文
条目标识符	http://ir.ia.ac.cn/handle/173211/23126
专题	复杂系统认知与决策实验室_先进机器人
推荐引用方式 GB/T 7714	Hang, Zhang,Wenjian Bi,Yanlong Zhao,et al. Set-valued system identification methods in retrospective cohort study and applications to GWAS[C],2017.