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: |
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 |