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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 [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 |
Reference manual: | tclust.pdf |
Vignettes: |
A Trimming Approach to Cluster Analysis (source) |
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 imports: | ICSClust, QuantileGH, TFunHDDC |
Reverse suggests: | FCPS, fpc, ktaucenters, RMBC |
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.