General Trimmed Cluster Analysis

Description

A package implementing different (robust) clustering algorithms (tclust) based on trimming and including some graphical diagnostic tools (ctlcurves and DiscrFact)

Details

Package: tclust
Type: Package
Version: 1.0
Date: 2009-05-13
License: GPL-3

Author(s)

Agustin Mayo Iscar, Heinrich Fritz, Maintainer: Luis Angel Garcia Escudero <lagarcia@eio.uva.es>

References

García-Escudero, L.A.; Gordaliza, A.; Matrán, C. and Mayo-Iscar, A. (2008), "A General Trimming Approach to Robust Cluster Analysis." Annals of Statistics, Vol.36, 1324-1345.
García-Escudero, L.A.; Gordaliza, A.; Matrán, C. and Mayo-Iscar, A. (2010), "A Review of Robust Clustering Methods." Advances in Data Analysis and Classification, Vol.4, 89-109.
Fritz, H.; Garcia-Escudero, L.A.; Mayo-Iscar, A. (2012), "tclust: An R Package for a Trimming Approach to Cluster Analysis". Journal of Statistical Software, 47(12), 1-26. URL http://www.jstatsoft.org/v47/i12/