CRAN/E | pls

pls

Partial Least Squares and Principal Component Regression

Installation

About

Multivariate regression methods Partial Least Squares Regression (PLSR), Principal Component Regression (PCR) and Canonical Powered Partial Least Squares (CPPLS).

github.com/khliland/pls
Bug report File report

Key Metrics

Version 2.8-3
R ≥ 3.5.0
Published 2023-11-17 132 days ago
Needs compilation? no
License GPL-2
CRAN checks pls results

Downloads

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Last 365 days 378.304 +6%

Maintainer

Maintainer

Kristian Hovde Liland

kristian.liland@nmbu.no

Authors

Kristian Hovde Liland

aut / cre

Bjørn-Helge Mevik

aut

Ron Wehrens

aut

Paul Hiemstra

ctb

Material

NEWS
Reference manual
Package source

In Views

ChemPhys
HighPerformanceComputing
Psychometrics

Vignettes

Intruction to the pls Package

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

pls archive

Depends

R ≥ 3.5.0

Imports

grDevices
graphics
methods
stats

Suggests

MASS
parallel
Rmpi
testthat
RUnit

Reverse Depends

BioMark
dbstats
dmm
lmdme
lspls
MAIT
monomvn
plsVarSel
RcmdrPlugin.NMBU
robCompositions

Reverse Imports

apercu
bestglm
bootPLS
chemmodlab
chemometrics
chillR
DaMiRseq
EasyABC
enpls
envi
ER
fdm2id
funtooNorm
groc
LINselect
lolR
MetabolicSurv
MicrobiomeSurv
mixlm
MLInterfaces
mt
multiblock
OHPL
oncoPredict
pheble
plasma
plsRcox
predhy
predhy.GUI
pwr2ppl
QWDAP
regressoR
Renvlp
rminer
rqt
rrcovHD
RVAideMemoire
spectralAnalysis
spls
statTarget
studyStrap
tsensembler
waves

Reverse Suggests

agridat
baseline
butcher
caret
ChemoSpec
cvwrapr
decisionSupport
EEM
flowml
fscaret
hyperSpec
imputeR
LSAmitR
MachineShop
miceadds
mlr
plsRbeta
qmtools
simrel
spectacles
structToolbox
tidyfit
zfit

Reverse Enhances

plsRglm
vip