CRAN/E | mgcv

mgcv

Mixed GAM Computation Vehicle with Automatic Smoothness Estimation

Installation

About

Generalized additive (mixed) models, some of their extensions and other generalized ridge regression with multiple smoothing parameter estimation by (Restricted) Marginal Likelihood, Generalized Cross Validation and similar, or using iterated nested Laplace approximation for fully Bayesian inference. See Wood (2017) doi:10.1201/9781315370279 for an overview. Includes a gam() function, a wide variety of smoothers, 'JAGS' support and distributions beyond the exponential family.

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Version 1.9-1
R ≥ 3.6.0
Published 2023-12-21 216 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks mgcv results

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Maintainer

Maintainer

Simon Wood

Authors

Simon Wood

Material

ChangeLog
Reference manual
Package source

In Views

Bayesian
Econometrics
Environmetrics
MixedModels
Spatial

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

mgcv archive

Depends

R ≥ 3.6.0
nlme ≥ 3.1-64

Imports

methods
stats
graphics
Matrix
splines
utils

Suggests

parallel
survival
MASS

Reverse Depends

additive
autocart
bamlss
bgeva
cenGAM
coenoflex
CONCUR
coxed
denseFLMM
dsm
eHOF
fcr
fda.usc
FlexGAM
frailtyMMpen
gaga
gamlss.add
gamlss.spatial
gamm4
gammSlice
GJRM
gKRLS
hmmTMB
ibr
ismev
itsadug
KnowBR
labdsv
mgcViz
MJMbamlss
mombf
multipleNCC
multiridge
NIRStat
ordPens
PanJen
personalized
qgam
R2BayesX
randnet
scam
semsfa
sparseFLMM
structree
sva
TSVC
TTS
tvem
vagam

Reverse Imports

analogue
AnchorRegression
anipaths
APCtools
AQEval
archeoViz
aspline
ATbounds
autoFRK
bayesdfa
baytrends
blocs
BNSP
Bodi
brms
buildmer
caffsim
cAIC4
calm
car
casebase
casper
CatPredi
causaldrf
CellTrails
cfbfastR
cfda
cgaim
chipenrich
CICI
CIMTx
circularEV
CKLRT
clustra
ClusVis
cohorttools
collin
colordistance
condiments
CondIndTests
curvir
cvmaPLFAM
dampack
deepregression
demography
dirttee
disbayes
discSurv
dlnm
dsfa
Load all 252 items
(warning: might lead to performance issues and take some time)

Reverse Suggests

adaptMT
agridat
ale
AlleleShift
animint2
auditor
BCEA
bestNormalize
BiodiversityR
biomod2
broom
broom.helpers
broom.mixed
butcher
CalibrationCurves
caret
cassowaryr
catdata
clarify
CMA
collinear
CompareCausalNetworks
condvis2
countSTAR
ctmcmove
cutpointr
DAAG
densitr
detrendr
DHARMa
diseasemapping
DPQ
DynNom
earth
EcoEnsemble
EcoIndR
effectsize
emmeans
fastLaplace
fdapace
flexmix
flextable
flowml
ForeCA
freqparcoord
fscaret
gamair
gamclass
gcplyr
GeneralizedUmatrix
Load all 123 items
(warning: might lead to performance issues and take some time)

Reverse Enhances

sfsmisc
stargazer