sgPLS: Sparse Group Partial Least Square Methods

Regularized version of partial least square approaches providing sparse, group, and sparse group versions of partial least square regression models (Liquet, B., Lafaye de Micheaux, P., Hejblum B., Thiebaut, R. (2016) <doi:10.1093/bioinformatics/btv535>). Version of PLS Discriminant analysis is also provided.

Version:	1.8.1
Depends:	R (≥ 4.0.0), mixOmics, mvtnorm
Published:	2025-11-08
DOI:	10.32614/CRAN.package.sgPLS
Author:	Benoit Liquet [aut, cre], Pierre Lafaye de Micheaux [aut], Camilo Broc [aut]
Maintainer:	Benoit Liquet <benoit.liquet at univ-pau.fr>
License:	GPL-2
NeedsCompilation:	no
CRAN checks:	sgPLS results

Documentation:

Reference manual:

sgPLS.html , sgPLS.pdf

Downloads:

Package source:	sgPLS_1.8.1.tar.gz
Windows binaries:	r-devel: sgPLS_1.8.1.zip, r-release: sgPLS_1.8.1.zip, r-oldrel: sgPLS_1.8.1.zip
macOS binaries:	r-release (arm64): sgPLS_1.8.1.tgz, r-oldrel (arm64): sgPLS_1.8.1.tgz, r-release (x86_64): sgPLS_1.8.1.tgz, r-oldrel (x86_64): sgPLS_1.8.1.tgz
Old sources:	sgPLS archive

Reverse dependencies:

Reverse imports:	bigPLScox
Reverse suggests:	sharp

Linking:

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