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tclust: Robust Trimmed Clustering

Provides functions for robust trimmed clustering. The methods are described in Garcia-Escudero (2008) <doi:10.1214/07-AOS515>, Fritz et al. (2012) <doi:10.18637/jss.v047.i12>, Garcia-Escudero et al. (2011) <doi:10.1007/s11222-010-9194-z> and others.

Version: 2.0-5
Depends: R (≥ 3.6.2)
Imports: Rcpp (≥ 1.0.7), doParallel, parallel, foreach, MASS, ellipsis
LinkingTo: Rcpp, RcppArmadillo
Suggests: mclust, cluster, sn
Published: 2024-10-15
DOI: 10.32614/CRAN.package.tclust
Author: Valentin Todorov ORCID iD [aut, cre], Luis Angel García Escudero [aut], Agustín Mayo Iscar [aut], Javier Crespo Guerrero [aut], Heinrich Fritz [aut]
Maintainer: Valentin Todorov <valentin.todorov at chello.at>
BugReports: https://github.com/valentint/tclust/issues
License: GPL-3
URL: https://github.com/valentint/tclust
NeedsCompilation: yes
Citation: tclust citation info
Materials: README ChangeLog
In views: Cluster, Robust
CRAN checks: tclust results

Documentation:

Reference manual: tclust.pdf
Vignettes: A Trimming Approach to Cluster Analysis (source)

Downloads:

Package source: tclust_2.0-5.tar.gz
Windows binaries: r-devel: tclust_2.0-5.zip, r-release: tclust_2.0-5.zip, r-oldrel: tclust_2.0-5.zip
macOS binaries: r-release (arm64): tclust_2.0-5.tgz, r-oldrel (arm64): tclust_2.0-5.tgz, r-release (x86_64): tclust_2.0-5.tgz, r-oldrel (x86_64): tclust_2.0-5.tgz
Old sources: tclust archive

Reverse dependencies:

Reverse imports: ICSClust, QuantileGH, TFunHDDC
Reverse suggests: FCPS, fpc, ktaucenters, RMBC

Linking:

Please use the canonical form https://CRAN.R-project.org/package=tclust to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.