plsVarSel: Variable Selection in Partial Least Squares

Interfaces and methods for variable selection in Partial Least Squares. The methods include filter methods, wrapper methods and embedded methods. Both regression and classification is supported.

Version: 0.9.12
Depends: pls
Imports: grDevices, graphics, genalg, mvtnorm, bdsmatrix, MASS, progress, parallel, stats, praznik
Suggests: Rmpi
Published: 2024-05-22
DOI: 10.32614/CRAN.package.plsVarSel
Author: Kristian Hovde Liland ORCID iD [aut, cre], Tahir Mehmood [ctb], Solve Sæbø [ctb]
Maintainer: Kristian Hovde Liland <kristian.liland at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Citation: plsVarSel citation info
Materials: README NEWS
CRAN checks: plsVarSel results


Reference manual: plsVarSel.pdf


Package source: plsVarSel_0.9.12.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): plsVarSel_0.9.12.tgz, r-oldrel (arm64): plsVarSel_0.9.12.tgz, r-release (x86_64): plsVarSel_0.9.12.tgz, r-oldrel (x86_64): plsVarSel_0.9.12.tgz
Old sources: plsVarSel archive

Reverse dependencies:

Reverse imports: DaMiRseq, ER, multiblock
Reverse suggests: morepls


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