plsgenomics (1.3-1)

PLS Analyses for Genomics.

http://cran.r-project.org/web/packages/plsgenomics/index.html
http://cran.r-project.org/web/packages/plsgenomics

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.

Maintainer: Ghislain Durif
Author(s): 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>.

License: GPL (>= 2)

Uses: boot, MASS
Reverse depends: MAclinical
Reverse suggests: PLSbiplot1

Released about 5 years ago.