"Finding Groups in Data": Cluster Analysis Extended Rousseeuw et al.

Methods for Cluster analysis. Much extended the original from Peter Rousseeuw, Anja Struyf and Mia Hubert, based on Kaufman and Rousseeuw (1990) "Finding Groups in Data".


Reference manual

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2.1.1 by Martin Maechler, 2 months ago


Browse source code at https://github.com/cran/cluster

Authors: Martin Maechler [aut, cre] , Peter Rousseeuw [aut] (Fortran original , , Anja Struyf [aut] (S original) , Mia Hubert [aut] (S original , , Kurt Hornik [trl, ctb] (port to R; maintenance(1999-2000) , , Matthias Studer [ctb] , Pierre Roudier [ctb] , Juan Gonzalez [ctb] , Kamil Kozlowski [ctb] , Erich Schubert [ctb] (fastpam options for pam() , , Keefe Murphy [ctb] (volume.ellipsoid({d >= 3}))

Documentation:   PDF Manual  

Task views: Cluster Analysis & Finite Mixture Models, Analysis of Ecological and Environmental Data, Multivariate Statistics, Robust Statistical Methods

GPL (>= 2) license

Imports graphics, grDevices, stats, utils

Suggests MASS, Matrix

Imported by ADPclust, Anthropometry, AutoPipe, BCHM, BiBitR, Biopeak, C443, CAinterprTools, CLUSTShiny, CORElearn, Cascade, Cluster.OBeu, Clustering, DESnowball, DIscBIO, DisimForMixed, DrugClust, ECoL, EcotoneFinder, EvaluateCore, FPDclustering, FactoMineR, FuzzyQ, GmAMisc, GridOnClusters, GrpString, Hmisc, LocalControl, MEDseq, MEGENA, MGMM, MOSS, Mercator, MiRAnorm, MixGHD, Momocs, ORdensity, PANDA, PINSPlus, PReMiuM, PSF, PVplr, PWFSLSmoke, RAINBOWR, RHPCBenchmark, RPANDA, RSSL, RaceID, RclusTool, SLBDD, SPARTAAS, SemiPar, SensoMineR, Seurat, StatDA, TSdist, TcGSA, TraMineR, TraMineRextras, VARMER, aPCoA, adiv, agricolae, anocva, aqp, autoBagging, aweSOM, bayesGAM, beadplexr, biplotbootGUI, clhs, clue, clustrd, cobiclust, coca, comato, condvis2, conjoint, cstab, disclapmix, discoveR, dtwclust, factoextra, fdm2id, fpc, funrar, gama, geophys, glmmfields, gromovlab, hkclustering, inpdfr, ipft, jackstraw, klic, labdsv, lakemorpho, lazytrade, maotai, mfe, mixComp, monoClust, multibiplotGUI, mutSignatures, oompaBase, openSkies, openair, optCluster, pavo, pivmet, predReliability, puls, rEMM, rainbow, randomUniformForest, randomcoloR, recluster, relations, rfUtilities, rms, rmsb, robCompositions, rrcovNA, sdcMicro, sejmRP, semiArtificial, semtree, seriation, sharpshootR, sigQC, skmeans, smartR, sourceR, speaq, spikeSlabGAM, statGraph, stemmatology, stream, symbolicDA, traj, treeheatr, uHMM, vegan, vegan3d, vmsbase, wordspace.

Depended on by AdaptFit, AssocTests, BoutrosLab.plotting.general, CORM, ClassDiscovery, ClusterStability, FunCluster, GLDEX, ICGE, IntNMF, LocalControlStrategy, MOCCA, MiSPU, NMF, RPMM, StructFDR, TSclust, WeightedCluster, abodOutlier, bios2mds, briKmeans, ccChooser, clValid, clustEff, clusterSim, clv, convevol, dave, dbstats, divo, gclus, geneSignatureFinder, isopam, maptree, nomclust, optpart, pamr, treeClust.

Suggested by ARTool, AnthropMMD, BarcodingR, BiodiversityR, FCPS, GDAtools, MachineShop, MiRKAT, MoEClust, Patterns, R2HTML, REdaS, RGraphics, RRphylo, TreeDist, adept, broom, condvis, cordillera, dendextend, diceR, e1071, earthtones, eclust, flexclust, geodiv, ggdendro, ggfortify, grImport, idendr0, ksharp, languageR, mlr, mlr3viz, naspaclust, nor1mix, parameters, pdfCluster, ppclust, ppmSuite, pulsar, r2d2, randomForestSRC, rattle, robustbase, robustfa, scorepeak, seqhandbook, sfsmisc, shipunov, sigminer, sjPlot, spatialEco, tclust, tensorsparse, tidyvpc.

Enhanced by MixSim.

See at CRAN