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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 [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 |
Reference manual: | plsVarSel.pdf |
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 imports: | DaMiRseq, ER, multiblock |
Reverse suggests: | morepls |
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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.