[R-pkgs] new package ppls
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
* 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
Machine Learning/Intelligent Data Analysis fon: (+49) 30 314 78627
Franklinstr. 28/29, 10587 Berlin, Germany fax: (+49) 30 314 78622
More information about the R-packages