plsgenomics: PLS Analyses for Genomics
Version 1.5-1

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: logit-SPLS; and an adaptive version of the sparse PLS.

Getting started

Package details

AuthorAnne-Laure Boulesteix <[email protected]>, Ghislain Durif <[email protected]>, Sophie Lambert-Lacroix <[email protected]>, Julie Peyre <[email protected]>, and Korbinian Strimmer <[email protected]>.
Date of publication2017-09-14 14:26:27 UTC
MaintainerGhislain Durif <[email protected]>
LicenseGPL (>= 2)
Version1.5-1
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 Sept. 14, 2017, 5:07 p.m.