SCAD-penalised generalised additive models with non-polynomial dimensionality

SCAD-penalised generalised additive models with non-polynomial dimensionality

In this article, we study the (group) smoothly clipped absolute deviation (SCAD) estimator in the estimation of generalised additive models. The SCAD penalty, proposed by Fan and Li [(2001) ‘Variable Selection via Nonconcave Penalised Likelihood and Its Oracle Properties’, Journal of the American...

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書目詳細資料
Main Authors:	Li, Gaorong, Xue, Liugen, 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::Statistics
在線閱讀:	https://hdl.handle.net/10356/98192 http://hdl.handle.net/10220/17090
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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