CRAN/E | lme4

lme4

Linear Mixed-Effects Models using 'Eigen' and S4

Installation

About

Fit linear and generalized linear mixed-effects models. The models and their components are represented using S4 classes and methods. The core computational algorithms are implemented using the 'Eigen' C++ library for numerical linear algebra and 'RcppEigen' "glue".

Citation lme4 citation info
github.com/lme4/lme4/
Bug report File report

Key Metrics

Version 1.1-35.3
R ≥ 3.5.0
Published 2024-04-16 94 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks lme4 results

Downloads

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Maintainer

Maintainer

Ben Bolker

Authors

Douglas Bates

aut

Martin Maechler

aut

Ben Bolker

aut / cre

Steven Walker

aut

Rune Haubo Bojesen Christensen

ctb

Henrik Singmann

ctb

Bin Dai

ctb

Fabian Scheipl

ctb

Gabor Grothendieck

ctb

Peter Green

ctb

John Fox

ctb

Alexander Bauer

ctb

Pavel N. Krivitsky

ctb / cph

(shared copyright on simulate.formula)

Emi Tanaka

ctb

Mikael Jagan

ctb

Material

NEWS
ChangeLog
Reference manual
Package source

In Views

Econometrics
Environmetrics
MixedModels
Psychometrics
SpatioTemporal

Vignettes

lme4 performance tips
Computational Methods
Fitting Linear Mixed-Effects Models using lme4
PLS vs GLS for LMMs

macOS

r-prerel

arm64

r-release

arm64

r-oldrel

arm64

r-prerel

x86_64

r-release

x86_64

Windows

r-prerel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

lme4 archive

Depends

R ≥ 3.5.0
Matrix ≥ 1.2-1
methods
stats

Imports

graphics
grid
splines
utils
parallel
MASS
lattice
boot
nlme ≥ 3.1-123
minqa ≥ 1.1.15
nloptr ≥ 1.0.4

Suggests

knitr
rmarkdown
MEMSS
testthat ≥ 0.8.1
ggplot2
mlmRev
optimx ≥ 2013.8.6
gamm4
pbkrtest
HSAUR3
numDeriv
car
dfoptim
mgcv
statmod
rr2
semEff
tibble
merDeriv

LinkingTo

Rcpp ≥ 0.10.5
RcppEigen ≥ 0.3.3.9.4
Matrix

Reverse Depends

afex
agRee
arm
bapred
BClustLonG
blme
cAIC4
carcass
cgam
CLME
dfmeta
eirm
gamm4
glmertree
glmmPen
GLMMRR
gtheory
influence.ME
ISLET
jlctree
LMERConvenienceFunctions
lmerTest
longpower
macc
MargCond
marked
MEMSS
merDeriv
merTools
mixAK
MixRF
mlma
mlmRev
MultisiteMediation
mvMISE
panelr
pbkrtest
pedigreemm
predictmeans
predint
r2mlm
robustBLME
robustlmm
sae
simr
SPCDAnalyze
structree
vcPB
WebPower
WeMix

Reverse Imports

actuaRE
agriutilities
AgroR
aihuman
altmeta
ANCOMBC
ARTool
attrib
autoMrP
bayesammi
BayesCACE
BayesLN
BayesSenMC
baystability
BCClong
benchdamic
BFpack
blmeco
boot.pval
BradleyTerry2
breakaway
brokenstick
buildmer
car
censcyt
chngpt
cito
ciTools
climwin
clinicalsignificance
clintools
clusteredinterference
CompositeReliability
confintROB
cpr
CR2
crctStepdown
CRTspat
cv
cvms
DAPAR
dataquieR
daySupply
DClusterm
demic
designr
DHARMa
diagmeta
diffcyt
difR
Load all 259 items
(warning: might lead to performance issues and take some time)

Reverse Suggests

AgreementInterval
agridat
AICcmodavg
ANOM
aod
aods3
autonomics
autoReg
bartCause
BayesFactor
bayestestR
BGData
brms
broom
broom.helpers
broom.mixed
bruceR
catdata
CellaRepertorium
clubSandwich
codebook
correlation
ctsem
DAAG
datawizard
dlnm
doBy
dominanceanalysis
domir
dscore
ecostats
effectsize
EgoCor
embed
emmeans
Epi
epimdr
epimdr2
eyetrackingR
finetune
flexmix
flextable
FRK
gamair
ggeffects
gglm
ggResidpanel
ggstatsplot
glmglrt
glmmML
Load all 163 items
(warning: might lead to performance issues and take some time)

Reverse Enhances

biometryassist
immer
LAM
memisc
papeR
stargazer
texreg