plsgenomics : PLS Analyses for Genomics

Package: plsgenomics
Version: 1.3-1
Date: 2015-05-05
Title: PLS Analyses for Genomics
Author: Anne-Laure Boulesteix <boulesteix@ibe.med.uni-muenchen.de>,
Ghislain Durif <ghislain.durif@univ-lyon1.fr>,
Sophie Lambert-Lacroix <Sophie.Lambert@imag.fr>, Julie Peyre
<Julie.Peyre@imag.fr>, and Korbinian Strimmer
<strimmer@uni-leipzig.de>.
Maintainer: Ghislain Durif <ghislain.durif@univ-lyon1.fr>
Depends: R (>= 3.0), MASS, boot, parallel
Suggests:
Encoding: latin1
Description: Routines for PLS-based genomic analyses,
implementing PLS methods for classification with
microarray data and prediction of transcription factor
activities from combined ChIP-chip analysis. The >=1.2-1
versions include two new classification methods for microarray
data: GSIM and Ridge PLS. The >=1.3 versions includes a
new classification method combining variable selection and
compression in logistic regression context: RIRLS-SPLS; and
an adaptive version of the sparse PLS.
License: GPL (>= 2)
URL: http://cran.r-project.org/web/packages/plsgenomics/index.html
Packaged: 2015-05-11 14:32:36 UTC; durif
Repository: CRAN
Date/Publication: 2015-05-11 17:05:40
NeedsCompilation: no