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: 2.1-2
Depends: R (≥ 3.6.2)
Imports: Rcpp (≥ 1.0.7), doParallel, parallel, foreach, MASS, rlang
LinkingTo: Rcpp, RcppArmadillo
Suggests: mclust, cluster, sn
Published: 2025-06-29
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 at todorov.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.html , tclust.pdf
Vignettes: A Trimming Approach to Cluster Analysis (source)

Downloads:

Package source: tclust_2.1-2.tar.gz
Windows binaries: r-devel: tclust_2.1-2.zip, r-release: tclust_2.1-2.zip, r-oldrel: tclust_2.1-2.zip
macOS binaries: r-release (arm64): tclust_2.1-2.tgz, r-oldrel (arm64): tclust_2.1-2.tgz, r-release (x86_64): tclust_2.1-2.tgz, r-oldrel (x86_64): tclust_2.1-2.tgz
Old sources: tclust archive

Reverse dependencies:

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

Linking:

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