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 |
Reference manual: | pls.pdf |
Vignettes: |
Intruction to the pls Package (source, R code) |
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 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, HDANOVA, LINselect, lolR, MetabolicSurv, MicrobiomeSurv, mixlm, MLInterfaces, morepls, mt, multiblock, multivarious, OHPL, oncoPredict, pheble, plasma, plsRcox, predhy, predhy.GUI, pwr2ppl, QWDAP, regressoR, Renvlp, rminer, rQSAR, rqt, rrcovHD, RVAideMemoire, spectralAnalysis, spls, statTarget, studyStrap, tsensembler, waves |
Reverse suggests: | agridat, baseline, butcher, caret, ChemoSpec, cocorresp, cvwrapr, decisionSupport, EEM, fastml, flowml, fscaret, hyperSpec, imputeR, LSAmitR, MachineShop, miceadds, mlr, nestedcv, plsRbeta, qmtools, RStoolbox, simrel, spectacles, structToolbox, tidyfit, zfit |
Reverse enhances: | plsRglm, vip |
Please use the canonical form https://CRAN.R-project.org/package=pls to link to this page.