clustvarsel: Variable Selection for Gaussian Model-Based Clustering

An R package implementing variable selection methodology for Gaussian model-based clustering which allows to find the (locally) optimal subset of variables in a data set that have group/cluster information. A greedy or headlong search can be used, either in a forward-backward or backward-forward direction, with or without sub-sampling at the hierarchical clustering stage for starting MCLUST models. By default the algorithm uses a sequential search, but parallelisation is also available.

AuthorNema Dean [aut], Adrian E. Raftery [aut], Luca Scrucca [aut, cre]
Date of publication2017-02-24 16:46:51
MaintainerLuca Scrucca <luca.scrucca@unipg.it>
LicenseGPL (>= 2)
Version2.3

View on CRAN

Functions

BICreg Man page
clustvarsel Man page
clvarselgrbkw Man page
clvarselgrfwd Man page
clvarselhlbkw Man page
clvarselhlfwd Man page
print.clustvarsel Man page
startParallel Man page

Files

clustvarsel
clustvarsel/inst
clustvarsel/inst/CITATION
clustvarsel/inst/NEWS
clustvarsel/inst/doc
clustvarsel/inst/doc/clustvarsel.html
clustvarsel/inst/doc/clustvarsel.Rmd
clustvarsel/inst/doc/clustvarsel.R
clustvarsel/NAMESPACE
clustvarsel/R
clustvarsel/R/clvarselgrfwd.R clustvarsel/R/clvarselgrbkw.R clustvarsel/R/bicreg.R clustvarsel/R/startParallel.R clustvarsel/R/clvarselhlbkw.R clustvarsel/R/clustvarsel.R clustvarsel/R/clvarselhlfwd.R clustvarsel/R/zzz.R
clustvarsel/vignettes
clustvarsel/vignettes/clustvarsel.Rmd
clustvarsel/MD5
clustvarsel/build
clustvarsel/build/vignette.rds
clustvarsel/DESCRIPTION
clustvarsel/man
clustvarsel/man/clustvarsel-internal.Rd clustvarsel/man/clustvarsel.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.