Variable selection for high-dimensional varying coefficient partially linear models via nonconcave penalty

Variable selection for high-dimensional varying coefficient partially linear models via nonconcave penalty

In this paper, we consider the problem of simultaneous variable selection and estimation for varying-coefficient partially linear models in a “small n , large p ” setting, when the number of coefficients in the linear part diverges with sample size while the number of varying coefficients is fixed....

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書目詳細資料
Main Authors:	Hong, Zhaoping, Hu, Yuao, Lian, Heng
其他作者:	School of Physical and Mathematical Sciences
格式:	Article
語言:	English
出版:	2013
主題:	DRNTU::Science::Mathematics
在線閱讀:	https://hdl.handle.net/10356/103043 http://hdl.handle.net/10220/16889
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	Nanyang Technological University
語言:	English

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