Resistant Nonparametric Smoothing with S-PLUS

Eva Cantoni

Journal of Statistical Software, 2004, vol. 010, issue i02

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.

Date: 2004-04-26
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Persistent link: https://EconPapers.repec.org/RePEc:jss:jstsof:v:010:i02

DOI: 10.18637/jss.v010.i02

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