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