plsgenomics: PLS Analyses for Genomics
Version 1.3-2

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.

Getting started

Package details

AuthorAnne-Laure Boulesteix <boulesteix@ibe.med.uni-muenchen.de>, Ghislain Durif <gd.dev@libertymail.net>, Sophie Lambert-Lacroix <Sophie.Lambert@imag.fr>, Julie Peyre <Julie.Peyre@imag.fr>, and Korbinian Strimmer <strimmer@uni-leipzig.de>.
Date of publication2017-05-02 16:39:12 UTC
MaintainerGhislain Durif <gd.dev@libertymail.net>
LicenseGPL (>= 2)
Version1.3-2
URL https://CRAN.R-project.org/package=plsgenomics
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("plsgenomics")

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plsgenomics documentation built on May 30, 2017, 2:52 a.m.