A package implementing different (robust) clustering algorithms (tclust
) based on trimming
and including some graphical diagnostic tools (ctlcurves
and DiscrFact
)
Package: | tclust |
Type: | Package |
Version: | 1.0 |
Date: | 2009-05-13 |
License: | GPL-3 |
Garc<ed>a-Escudero, L.A.; Gordaliza, A.; Matr<e1>n, C. and Mayo-Iscar, A. (2008), "A General Trimming Approach to Robust Cluster Analysis." Annals of Statistics, Vol.36, 1324-1345. Garc<ed>a-Escudero, L.A.; Gordaliza, A.; Matr<e1>n, 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/