CRAN/E | mclust

mclust

Gaussian Mixture Modelling for Model-Based Clustering, Classification, and Density Estimation

Installation

About

Gaussian finite mixture models fitted via EM algorithm for model-based clustering, classification, and density estimation, including Bayesian regularization, dimension reduction for visualisation, and resampling-based inference.

Citation mclust citation info
mclust-org.github.io/mclust/

Key Metrics

Version 6.1.1
R ≥ 3.0
Published 2024-04-29 138 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks mclust results

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Maintainer

Maintainer

Luca Scrucca

[email protected]

Authors

Chris Fraley

aut

Adrian E. Raftery

aut

Luca Scrucca

aut / cre

Thomas Brendan Murphy

ctb

Michael Fop

ctb

Material

NEWS
Reference manual
Package source

In Views

Cluster
Distributions
Environmetrics

Vignettes

A quick tour of mclust

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

mclust archive

Depends

R ≥ 3.0

Imports

stats
utils
graphics
grDevices

Suggests

knitr ≥ 1.4
rmarkdown ≥ 2.10
mix ≥ 1.0
geometry ≥ 0.4
MASS

Reverse Depends

BiSEp
clustvarsel
CNprep
cqn
EBcoexpress
FEAST
FitUltD
GenProSeq
HDoutliers
HyperG
IntNMF
iPath
LifeTables
LPKsample
manet
mclustAddons
MetabolAnalyze
MineICA
msos
netresponse
prabclus
probout
puma
robustDA
SC.MEB
SCATE
SpeCond
SQN
SummarizedBenchmark
VAExprs

Reverse Imports

airpart
AneuFinder
autocogs
BayesCVI
BayesSpace
BCClong
Bchron
beadplexr
BimodalIndex
bootcluster
bpgmm
Cardinal
cemco
chemometrics
CHMM
CICA
ClassDiscovery
clickb
clustAnalytics
Cluster.OBeu
clusterHD
clusterMI
clustMD
cogena
cola
ContaminatedMixt
cytometree
dCUR
deepgmm
diceR
DIscBIO
doseR
doubletrouble
DR.SC
drcte
dsb
DuoClustering2018
em
EMMIXgene
evaluomeR
evclust
evprof
exomePeak2
expSBM
fabMix
FCPS
fdm2id
FishResp
flexCWM
FourWayHMM
Load all 148 items
(warning: might lead to performance issues and take some time)

Reverse Suggests

AdaptGauss
andrews
arrayQuality
bayestestR
broom
ccImpute
CerioliOutlierDetection
ChemoSpec
CiteFuse
clusternomics
clValid
coca
condvis2
dcanr
Evacluster
factoextra
HDCytoData
HSAUR
HSAUR2
HSAUR3
insight
klic
KSD
latrend
maftools
MineICA
mixedLSR
mlr3cluster
motifcluster
mulgar
MultIS
MVA
NewWave
optimCheck
OTclust
parameters
performance
RankAggreg
RCSL
RCTS
REdaS
rexposome
Ringo
RnBeads
robustfa
SC3
scDHA
scISR
scone
scReClassify
Load all 61 items
(warning: might lead to performance issues and take some time)

Reverse Enhances

clue
MixSim