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

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.

Version:6.1.2
Depends:R (≥ 3.0)
Imports:stats, utils, graphics, grDevices
Suggests:knitr (≥ 1.4),rmarkdown (≥ 2.10),mix (≥ 1.0),geometry (≥ 0.4),MASS
Published:2025-10-31
DOI:10.32614/CRAN.package.mclust
Author:Chris Fraley [aut], Adrian E. RafteryORCID iD [aut], Luca ScruccaORCID iD [aut, cre], Thomas Brendan MurphyORCID iD [ctb], Michael FopORCID iD [ctb]
Maintainer:Luca Scrucca <luca.scrucca at unibo.it>
License:GPL-2 |GPL-3 [expanded from: GPL (≥ 2)]
URL:https://mclust-org.github.io/mclust/
NeedsCompilation:yes
Citation:mclust citation info
Materials:NEWS
In views:Cluster,Distributions,Environmetrics
CRAN checks:mclust results

Documentation:

Reference manual:mclust.html ,mclust.pdf
Vignettes:A quick tour of mclust (source,R code)

Downloads:

Package source: mclust_6.1.2.tar.gz
Windows binaries: r-devel:mclust_6.1.2.zip, r-release:mclust_6.1.2.zip, r-oldrel:mclust_6.1.2.zip
macOS binaries: r-release (arm64):mclust_6.1.2.tgz, r-oldrel (arm64):mclust_6.1.2.tgz, r-release (x86_64):mclust_6.1.2.tgz, r-oldrel (x86_64):mclust_6.1.2.tgz
Old sources: mclust archive

Reverse dependencies:

Reverse depends:baggingbwsel,clustvarsel,CNprep,cqn,EBcoexpress,FEAST,FitUltD,GenProSeq,HDoutliers,HyperG,IntNMF,LPKsample,manet,MBCbook,mclustAddons,MetabolAnalyze,MineICA,msos,netresponse,prabclus,probout,puma,robustDA,SpeCond,SQN,VAExprs
Reverse imports:airpart,AMISforInfectiousDiseases,AnimalSequences,autocogs,Banksy,batchCorr,bayesCureRateModel,BayesCVI,BayesSpace,BCClong,Bchron,beadplexr,BimodalIndex,BiSEp,bootcluster,bpgmm,cemco,chemometrics,CHMM,CICA,clap,ClassDiscovery,clickb,clustAnalytics,Cluster.OBeu,clusterHD,clusterMI,clusterWebApp,clustMD,clustTMB,cogena,cola,ContaminatedMixt,CrossClustering,cytometree,dCUR,deepgmm,diceR,DIscBIO,do3PCA,doseR,doubletrouble,DR.SC,drcte,dsb,DuoClustering2018,em,EMMIXgene,evaluomeR,evprof,expSBM,fabMix,FCPS,fdm2id,flexCWM,FourWayHMM,fpc,FuzzySpec,genefu,geocausal,GloScope,GridOnClusters,HDCD,HGC,HMMmlselect,iClusterVB,ICSClust,idiffomix,IMIFA,IMIX,immunaut,InTAD,integIRTy,JANE,ks,KScorrect,linkspotter,Linnorm,LMest,lnmCluster,LogConcDEAD,LOMAR,LUCIDus,Luminescence,MAINT.Data,maSigPro,MatrixHMM,mem,MesKit,MetabolSSMF,metasnf,methylKit,minfi,miRSM,MixtureMissing,modelSelection,MoEClust,mombf,Morpho,MSclust,msir,mtlgmm,multiClust,nethet,norMmix,npde,oclust,odseq,oncomix,opGMMassessment,otrimle,PINSPlus,pivmet,PoDCall,PPbigdata,ppgmmga,PRECAST,PredPsych,ProFAST,pRoloc,PUGMM,PureCN,QuAnTeTrack,rCGH,RGMM,robCompositions,saemix,SAGMM,sBIC,scDD,scDDboost,scDesign3,scHiCcompare,SCORPIUS,scPipe,scutr,SenTinMixt,sharp,shinyWGD,SIBERG,sigQC,smartid,sovereign,spaceNet,splinetree,theftdlc,tidyLPA,TipDatingBeast,TSCAN,tsrobprep,UniversalCVI,UpDown,VBLPCM,vimpclust,vscc,WACS,wavClusteR,wevid,XINA
Reverse suggests:AdaptGauss,andrews,arrayQuality,autonomics,bayestestR,broom,ccImpute,CerioliOutlierDetection,ChemoSpec,CiteFuse,clusternomics,clValid,coca,condvis2,dcanr,Evacluster,factoextra,FactorHet,HDCytoData,HSAUR,HSAUR2,HSAUR3,IBclust,insight,klic,KSD,latrend,maftools,MineICA,mixedLSR,mlr3cluster,motifcluster,MSclassifR,mulgar,MultIS,MVA,NewWave,optimCheck,OTclust,parameters,performance,QuadratiK,qVarSel,RankAggreg,RCSL,RCTS,REdaS,rexposome,RnBeads,robustfa,SC3,scDHA,scISR,scone,scReClassify,see,SillyPutty,simplifyEnrichment,slingshot,starvz,StatDA,tclust,telescope,tidySEM,Umpire,varclust
Reverse enhances:clue,MixSim

Linking:

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