tclust v1.4-1

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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> and others.

Functions in tclust

Name Description
tkmeans Trimmed k-means Cluster Analysis
geyser2 Old Faithful Geyser Data
plot.DiscrFact plot Method for DiscrFact Objects
DiscrFact Discriminant Factor Analysis for tclust Objects
M5data Mixture M5 Data
ctlcurves Classification Trimmed Likelihood Curves
discr_coords Discriminant coordinates/canonical variates of tclust objects
summary.DiscrFact summary Method for DiscrFact Objects
swissbank SwissBankNotes Data
tclust General Trimming Approach to Robust Cluster Analysis
tclust-package General Trimmed Cluster Analysis
plot.ctlcurves plot Method for ctlcurves Objects
plot.tclust plot Method for tclust Objects
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Vignettes of tclust

Name
tclust.bib
tclust.rnw
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Details

Date 2018-05-24
License GPL-3
Repository CRAN
NeedsCompilation yes
Packaged 2018-05-24 08:42:01 UTC; todorovv
Date/Publication 2018-05-24 21:50:22 UTC

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