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Scientific article
English

Resistant Nonparametric Smoothing with S-PLUS

ContributorsCantoni, Evaorcid
Published inJournal of Statistical Software, vol. 10, no. 2, 7
Publication date2004
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 C_p). 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.

Citation (ISO format)
CANTONI, Eva. Resistant Nonparametric Smoothing with S-PLUS. In: Journal of Statistical Software, 2004, vol. 10, n° 2, p. 7. doi: 10.18637/jss.v010.i02
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