Authors: | Eva Cantoni | ||
Title: | Resistant Nonparametric Smoothing with S-PLUS | ||
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. | ||
Page views:: 6875. Submitted: 2002-07-17. Published: 2004-04-26. |
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Paper: |
Resistant Nonparametric Smoothing with S-PLUS
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DOI: |
10.18637/jss.v010.i02
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