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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.
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.