pls: Partial Least Squares and Principal Component Regression (original) (raw)
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:
Downloads:
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, 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 |
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=plsto link to this page.