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SelvarMix
View on CRAN: Click
here
Download and install SelvarMix package within the R console
Install from CRAN:
install.packages("SelvarMix")
Install from Github:
library("remotes")
install_github("cran/SelvarMix")
Install by package version:
library("remotes")
install_version("SelvarMix", "1.2.1")
Attach the package and use:
library("SelvarMix")
Maintained by
Mohammed Sedki
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-08-27
Latest Update: 2022-12-05
Description:
Performs a regularization approach to variable selection in themodel-based clustering and classification frameworks.First the variables are arranged in order with a lasso-like procedure.Second the method of Maugis Celeux and Martin-Magniette 2009 2011doi10.1016j.csda.2009.04.013 doi10.1016j.jmva.2011.05.004is adapted to define the role of variables in the two frameworks.
How to cite:
Mohammed Sedki (2014). SelvarMix: Regularization for Variable Selection in Model-Based Clustering
and Discriminant Analysis. R package version 1.2.1, https://cran.r-project.org/web/packages/SelvarMix
Previous versions and publish date:
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