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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 nmbu.no>
BugReports: https://github.com/khliland/plsVarSel/issues/
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://github.com/khliland/plsVarSel/
NeedsCompilation: no
Citation: plsVarSel citation info
Materials: README NEWS
CRAN checks: plsVarSel results

Documentation:

Reference manual: plsVarSel.pdf

Downloads:

Package source: plsVarSel_0.9.12.tar.gz
Windows binaries: r-devel: plsVarSel_0.9.12.zip, r-release: plsVarSel_0.9.12.zip, r-oldrel: plsVarSel_0.9.12.zip
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

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.