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 | |
| No Results! | ||
Vignettes of tclust
| Name | ||
| tclust.bib | ||
| tclust.rnw | ||
| No Results! | ||
Last month downloads
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 |
| suggests | cluster , mclust , mvtnorm , sn |
| depends | R (>= 2.12.0) |
| Contributors | Heinrich Fritz, Agustin Iscar, Luis Garcia Escudero |
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