Multivariate regression methods Partial Least Squares Regression (PLSR), Principal Component Regression (PCR) and Canonical Powered Partial Least Squares (CPPLS).
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2.8-0 by Kristian Hovde Liland, 5 months ago
https://github.com/khliland/pls
Report a bug at https://github.com/khliland/pls/issues
Browse source code at https://github.com/cran/pls
Authors: Kristian Hovde Liland [aut, cre] , Bjørn-Helge Mevik [aut] , Ron Wehrens [aut] , Paul Hiemstra [ctb]
Documentation: PDF Manual
Task views: Chemometrics and Computational Physics, High-Performance and Parallel Computing with R, Multivariate Statistics, Psychometric Models and Methods
GPL-2 license
Imports grDevices, graphics, methods, stats
Suggests MASS, parallel, Rmpi, testthat, RUnit
Imported by CSFA, ER, EasyABC, LINselect, MetabolicSurv, OHPL, QWDAP, RVAideMemoire, apercu, bestglm, bootPLS, chemmodlab, chemometrics, chillR, enpls, envi, groc, lolR, mixlm, mt, multiblock, oncoPredict, plsRcox, predhy, regressoR, rminer, rrcovHD, specmine, spls, studyStrap, tempoR, tsensembler, waves.
Depended on by BioMark, RVtests, RcmdrPlugin.NMBU, SQB, dbstats, dmm, fdm2id, lspls, monomvn, muma, obliqueRF, plsVarSel, robCompositions.
Suggested by ChemoSpec, EEM, LSAmitR, MachineShop, RStoolbox, agridat, baseline, butcher, caret, cvwrapr, decisionSupport, fscaret, hyperSpec, imputeR, mason, mlr, plsRbeta, simrel, spectacles, vip.
Enhanced by plsRglm.
See at CRAN