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: |
5.4.1 |
| 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: |
2018-06-27 |
| 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, manet, MetabolAnalyze, msir, msos, prabclus, probout, qclust, robustDA, Simpsons, SNPMClust, SQN, Traitspace, WACS |
| Reverse imports: |
autocogs, Bchron, Bclim, beadplexr, BimodalIndex, binnednp, bootcluster, chemometrics, CHMM, ClassDiscovery, Cluster.OBeu, clustMD, CONDOP, ContaminatedMixt, CorReg, CrossClustering, cytometree, diceR, EMMIXgene, FishResp, flexCWM, fmlogcondens, fpc, IMIFA, integIRTy, kamila, ks, KScorrect, linkspotter, LogConcDEAD, MAINT.Data, MEclustnet, mem, MoEClust, mombf, optCluster, otrimle, PredPsych, robCompositions, sBIC, SCORPIUS, SIBERG, sigQC, splinetree, tidyLPA, TipDatingBeast, VBLPCM, vscc |
| Reverse suggests: |
AdaptGauss, broom, ChemometricsWithR, ChemoSpec, clusterfly, clusternomics, clValid, factoextra, HSAUR, HSAUR2, HSAUR3, KSD, mixpack, MVA, qVarSel, RankAggreg, rebmix, REdaS, robustfa, rrcov, StatDA, tclust, Umpire |
| Reverse enhances: |
clue, MixSim |