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: 0.9.6
Depends: pls
Imports: grDevices, graphics, genalg, mvtnorm, bdsmatrix, MASS, progress, parallel, stats, MSQC, praznik
Suggests: Rmpi
Published: 2020-04-03
Author: Kristian Hovde Liland, Tahir Mehmood, Solve Sæbø
Maintainer: Kristian Hovde Liland <kristian.liland at nmbu.no>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Citation: plsVarSel citation info
Materials: README NEWS
CRAN checks: plsVarSel results

Downloads:

Reference manual: plsVarSel.pdf
Package source: plsVarSel_0.9.6.tar.gz
Windows binaries: r-devel: plsVarSel_0.9.6.zip, r-release: plsVarSel_0.9.6.zip, r-oldrel: plsVarSel_0.9.6.zip
macOS binaries: r-release: plsVarSel_0.9.6.tgz, r-oldrel: plsVarSel_0.9.6.tgz
Old sources: plsVarSel archive

Reverse dependencies:

Reverse imports: DaMiRseq

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