pls: Partial Least Squares and Principal Component Regression

Multivariate regression methods Partial Least Squares Regression (PLSR), Principal Component Regression (PCR) and Canonical Powered Partial Least Squares (CPPLS).

Version: 2.8-5
Depends: R (≥ 3.5.0)
Imports: grDevices, graphics, methods, stats
Suggests: MASS, parallel, Rmpi, testthat, RUnit
Published: 2024-09-15
DOI: 10.32614/CRAN.package.pls
Author: Kristian Hovde Liland [aut, cre], Bjørn-Helge Mevik [aut], Ron Wehrens [aut], Paul Hiemstra [ctb]
Maintainer: Kristian Hovde Liland <kristian.liland at nmbu.no>
BugReports: https://github.com/khliland/pls/issues
License: GPL-2
URL: https://github.com/khliland/pls
NeedsCompilation: no
Materials: NEWS
In views: ChemPhys, HighPerformanceComputing, Psychometrics
CRAN checks: pls results

Documentation:

Reference manual: pls.pdf
Vignettes: Intruction to the pls Package (source, R code)

Downloads:

Package source: pls_2.8-5.tar.gz
Windows binaries: r-devel: pls_2.8-5.zip, r-release: pls_2.8-5.zip, r-oldrel: pls_2.8-5.zip
macOS binaries: r-release (arm64): pls_2.8-5.tgz, r-oldrel (arm64): pls_2.8-5.tgz, r-release (x86_64): pls_2.8-5.tgz, r-oldrel (x86_64): pls_2.8-5.tgz
Old sources: pls archive

Reverse dependencies:

Reverse depends: BioMark, dbstats, dmm, lmdme, lspls, MAIT, monomvn, plsVarSel, RcmdrPlugin.NMBU, robCompositions
Reverse imports: apercu, bestglm, bootPLS, chemometrics, chillR, DaMiRseq, EasyABC, enpls, envi, ER, fdm2id, funtooNorm, groc, LINselect, lolR, MetabolicSurv, MicrobiomeSurv, mixlm, MLInterfaces, morepls, mt, multiblock, multivarious, OHPL, oncoPredict, pheble, plasma, plsRcox, predhy, predhy.GUI, pwr2ppl, QWDAP, regressoR, Renvlp, rminer, rQSAR, rrcovHD, RVAideMemoire, spectralAnalysis, spls, statTarget, studyStrap, tsensembler, waves
Reverse suggests: agridat, baseline, butcher, caret, ChemoSpec, cocorresp, cvwrapr, decisionSupport, EEM, flowml, fscaret, hyperSpec, imputeR, LSAmitR, MachineShop, miceadds, mlr, nestedcv, plsRbeta, qmtools, RStoolbox, simrel, spectacles, structToolbox, tidyfit, zfit
Reverse enhances: plsRglm, vip

Linking:

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