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学术报告
学术报告
威尼斯官方网站登录百年校庆威尼斯官方网站系列学术报告之二十五 南方科技大学陈欣报告通知
发布人:蔡易  威尼斯官方网站:2019-06-20   浏览次数:10

应威尼斯官方网站田波平教授的邀请,南方科技大学数学系陈欣副教授将于2019622-26日来访我校,并做1场学术报告,欢迎感兴趣的师生参加。

题目:Efficient feature screening for ultrahigh-dimensional varying coefficient models

时间:201962215:00-16:00

地点:格物楼503

摘要:Feature screening in ultrahigh-dimensional varying coefficient models is a crucial statistical problem in economics, genomics, etc. Current methods not only suffer from circumstances when the models involve multiple index variables or group predictor variables, but also cannot handle nonlinear varying coefficient models. To address these real life scenarios efficiently, we develop a screening procedure for ultrahigh-dimensional varying coefficient models utilizing conditional distance covariance (CDC). Extensive simulation studies and two real economic data examples show the effectiveness and the flexibility of our proposed method.

报告人简介:陈欣,南方科技大学数学系副教授。2010年获美国明尼苏达大学双子城分校统计系统计哲学博士学位(导师:R. Dennis Cook)。主要研究充分降维、变量选择、高维统计分析、复杂数据分析等。已在Annals of StatisticsBiometrikaTechnometricsJournal of Statistical Computation and Simulation等期刊上发表论文10余篇。


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