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Authors: Long Ngo, Matthew P. Wand
Title: [download]
(5150)
Smoothing with Mixed Model Software
Reference: Vol. 9, Issue 1, Jan 2004
Submitted 2003-09-25, Accepted 2004-01-08
Type: Article
Abstract:

Smoothing methods that use basis functions with penalization can be formulated as fits in a mixed model framework. One of the major benefits is that software for mixed model analysis can be used for smoothing. We illustrate this for several smoothing models such as additive and varying coefficient models for both S-PLUS and SAS software. Code for each of the illustrations is available on the Internet.

Paper: [download]
(5150)
Smoothing with Mixed Model Software
(application/pdf, 322.2 KB)
Supplements: [download]
(361)
code.zip: S-plus and SAS illustration code
(application/zip, 110.7 KB)
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