[R-pkgs] new package ppls

Nicole Krämer nkraemer at cs.tu-berlin.de
Tue Oct 9 15:55:01 CEST 2007

A new package ppls is now available on CRAN.

The ppls package implements penalized Partial Leasts Squares (PLS). In a 
nutshell, supervised dimensionality reduction via PLS is combined with 
penalization techniques. Features of the package include

* estimation of linear regression models with penalized PLS,
* estimation of generalized additive models with penalized PLS based on 
splines transformations,
* model selection for both methods based on cross validation.

For more information on penalized PLS, see


Please send an email to nkraemer at cs dot tu-berlin dot de for any 
comments, suggestions, or reports on bugs.


Nicole & Anne-Laure

Dr. Nicole Krämer
TU Berlin
Machine Learning/Intelligent Data Analysis	fon: (+49) 30 314 78627
Franklinstr. 28/29, 10587 Berlin, Germany	fax: (+49) 30 314 78622

web: http://ml.cs.tu-berlin.de/~nkraemer

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