Journal of Statistical Software

Authors:	Eva Cantoni
Title:	[download] (2891)Resistant Nonparametric Smoothing with S-PLUS
Reference:	Vol. 10, Issue 2, Apr 2004 Submitted 2002-07-17, Accepted 2004-04-26
Type:	Article
Abstract:	In this paper we introduce and illustrate the use of an S-PLUS set of functions to fit M-type smoothing splines with the smoothing parameter chosen by a robust criterion (either a robust version of cross-validation or a robust version of Mallows's Cp ). The main reference is: Cantoni, E. and Ronchetti, E. (2001). Resistant selection of the smoothing parameter for smoothing splines. Statistics and Computing, 11, 141-146.
Paper:	[download] (2891)Resistant Nonparametric Smoothing with S-PLUS (application/pdf, 70.7 KB)
Supplements:	[download] (145)Mspline.tar: R source package (application/x-tar, 100 KB)
Resources:	BibTeX \| OAI