Smoothing with Mixed Model Software

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.

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Year of publication:	2004-01-08
Authors:	Ngo, Long ; Wand, Matthew P.
Published in:	Journal of Statistical Software. - American Statistical Association. - Vol. 09.2004, i01
Publisher:	American Statistical Association

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Extent:	text/html
Type of publication:	Article
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10005101499