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[会议论文] 作者：Tony Cai,
来源：The Third IMS-China International Conference on Statistics a 年份：2011
The analysis of high-dimensional data sets now commonly arising in scientific inves-tigations poses many statistical challenges not present in smaller scale...
[会议论文] 作者：Tony Cai,
来源：2009 International Conference on Financial Statistics and Fi 年份：2009
Regression in large p,small n setting has attracted much recent attention in several fields including statistics,applied mathematics and engineering.A commo...
[会议论文] 作者：Tony Cai,
来源：IMS-China International Conference on Statistics and Probabi 年份：2008
Regression in large p, small n setting has attracted much recent attention in sev eral fields including statistics, applied mathematics and engineering.In t...
Two-Sample Tests for High-Dimensional Linear Regression with an Application to Detecting Interaction
[会议论文] 作者：Yin Xia,Tianxi Cai,Tony Cai,
来源：上海交通大学 年份：2016
Motivated by important applications in genomics,we consider in this talk global and coordinatewise tests for the comparisons of two high-dimensional linear regression models.A procedure for testing th...
[会议论文] 作者：Tony Cai,Jianchang Hu,Yingying Li,Xinghua Zheng,
来源：上海交通大学 年份：2016
We study the estimation of high dimensional minimum variance portfolio(MVP).Two settings are considered: the low frequency setting where returns are modeled as i.i.d.,and the high frequency setting wh...
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