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  • 统计与管理学院2018年学术报告第17期

    【主 题】 Object Oriented Data Analysis with Application to Neuroimaging Studies

    【报告人】 孔德含  助教授

    多伦多大学

    【时 间】 2018年05月25日(星期五)15:00-16:00

    【地 点】 上海财经大学统计与管理学院大楼1208会议室

    摘 要】In this talk, I will first briefly introduce my research on object oriented data analysis (OODA) with application to neuroimaging studies. I will then talk about two recent OODA projects. The first part of the talk is about a novel supervised principal component regression method for functional data with possibly high dimensional variables. The second part of the talk deals with a nonparametric regression model for matrix data object. For both projects, the rates of convergence for the obtained estimators are established. Numerical studies and applications to the imaging studies lend further support to the proposed methodologies.

    嘉宾简介】孔德含,多伦多大学统计系助理教授。南开大学数学系本科,北卡州立大学统计系博士,北卡生教堂山生物统计系博士后。主要研究方向:脑数据分析,高维数据分析,函数型数据分析。