##Statistical Machine Learning Seminar##\\ Hosted by Department of Mathematical Sciences
~~META:title=September 29, 2015~~
* Date: Tuesday, September 29, 2015
* Time: 12:00-1:00
* Room: WH-100E
* Speaker: Xu Chu (Mathematical Sciences)
* Title: Lasso, AdaLasso and Sure Independence Screening
**//Abstract//**
This is the first of a series of three talks which focus on variable selection for high-dimensional data. I will introduce the following three papers on variable selection.
* Tibshirani, R. (1996) Regression shrinkage and selection via the lasso. J. R. Statist. Soc. B, 58, 267–288.
* Zou, H. (2006) The adaptive lasso and its oracle properties. J. Am. Statist. Ass., 101, 1418–1429.
* Fan, J. and Lv, J. (2008) Sure independence screening for ultrahigh dimensional feature space (with discussion). J. R. Statist. Soc. B,70, 849–911.