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: |
5.4 |
| Depends: |
R (≥ 3.0) |
| Imports: |
stats, utils, graphics, grDevices |
| Suggests: |
knitr (≥ 1.12), rmarkdown (≥ 0.9), mix (≥ 1.0), geometry (≥ 0.3-6), MASS |
| Published: |
2017-11-22 |
| Author: |
Chris Fraley [aut],
Adrian E. Raftery [aut],
Luca Scrucca [aut, cre],
Thomas Brendan Murphy [ctb],
Michael Fop [ctb] |
| Maintainer: |
Luca Scrucca <luca.scrucca at unipg.it> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: |
http://www.stat.washington.edu/mclust/ |
| NeedsCompilation: |
yes |
| Citation: |
mclust citation info |
| Materials: |
NEWS |
| In views: |
Cluster, Distributions, Environmetrics, Multivariate |
| CRAN checks: |
mclust results |
| Reverse depends: |
BiSEp, clustvarsel, CNprep, GESTr, HDoutliers, IntNMF, LifeTables, LPKsample, MetabolAnalyze, msir, msos, npde, prabclus, probout, qclust, robustDA, Simpsons, SNPMClust, SQN, tclust, Traitspace, upclass, WACS |
| Reverse imports: |
BANFF, Bchron, Bclim, BimodalIndex, binnednp, bootcluster, chemometrics, CHMM, ClassDiscovery, Cluster.OBeu, clustMD, CONDOP, ContaminatedMixt, CorReg, cytometree, diceR, FishResp, flexCWM, fpc, IMIFA, integIRTy, kamila, ks, KScorrect, MAINT.Data, MEclustnet, MoEClust, optCluster, otrimle, PredPsych, robCompositions, sBIC, SCORPIUS, sigQC, tidyLPA, TipDatingBeast, VBLPCM, vscc, yCrypticRNAs |
| Reverse suggests: |
AdaptGauss, broom, ChemometricsWithR, ChemoSpec, clusterfly, clusternomics, clValid, factoextra, HSAUR, HSAUR2, HSAUR3, Infusion, KSD, LogConcDEAD, mixpack, MVA, qVarSel, RankAggreg, rebmix, REdaS, robustfa, rrcov, StatDA, Umpire |
| Reverse enhances: |
clue, MixSim |