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
专题复杂系统管理与控制国家重点实验室_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.
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