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plsgenomics  

PLS Analyses for Genomics
View on CRAN: Click here


Download and install plsgenomics package within the R console
Install from CRAN:
install.packages("plsgenomics")

Install from Github:
library("remotes")
install_github("cran/plsgenomics")

Install by package version:
library("remotes")
install_version("plsgenomics", "1.5-3")



Attach the package and use:
library("plsgenomics")
Maintained by
Ghislain Durif
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2005-04-11
Latest Update: 2024-03-28
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: logit-SPLS; and an adaptive version of the sparse PLS.
How to cite:
Ghislain Durif (2005). plsgenomics: PLS Analyses for Genomics. R package version 1.5-3, https://cran.r-project.org/web/packages/plsgenomics. Accessed 06 Mar. 2026.
Previous versions and publish date:
1.0 (2005-04-11 22:33), 1.1.1 (2005-12-16 15:18), 1.1.2 (2005-12-21 17:29), 1.1 (2005-05-10 23:13), 1.2-1 (2006-09-29 12:20), 1.2-2 (2007-02-15 13:10), 1.2-4 (2009-05-29 15:19), 1.2-6 (2014-12-25 12:14), 1.2 (2006-04-04 10:53), 1.3-1 (2015-05-11 17:05), 1.3-2 (2017-05-02 18:39), 1.3 (2015-05-07 18:02), 1.5-1 (2017-09-14 16:26), 1.5-2.1 (2023-11-27 14:25), 1.5-2 (2018-08-24 10:30), 1.5 (2017-08-30 14:50)
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Complete documentation for plsgenomics
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