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tclust (version 1.4-2)

Robust Trimmed Clustering

Description

Provides functions for robust trimmed clustering. The methods are described in Garcia-Escudero (2008) , Fritz et al. (2012) , Garcia-Escudero et al. (2011) and others.

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Version

Install

install.packages('tclust')

Monthly Downloads

2,509

Version

1.4-2

License

GPL-3

Maintainer

Valentin Todorov

Last Published

September 29th, 2020

Functions in tclust (1.4-2)

plot.tclust

plot Method for tclust Objects
M5data

Mixture M5 Data
geyser2

Old Faithful Geyser Data
swissbank

SwissBankNotes Data
DiscrFact

Discriminant Factor Analysis for tclust Objects
plot.DiscrFact

plot Method for DiscrFact Objects
summary.DiscrFact

summary Method for DiscrFact Objects
discr_coords

Discriminant coordinates/canonical variates of tclust objects
plot.ctlcurves

plot Method for ctlcurves Objects
ctlcurves

Classification Trimmed Likelihood Curves
tclust

General Trimming Approach to Robust Cluster Analysis
tkmeans

Trimmed k-means Cluster Analysis