varclust: Variables Clustering

Performs clustering of quantitative variables, assuming that clusters lie in low-dimensional subspaces. Segmentation of variables, number of clusters and their dimensions are selected based on BIC. Candidate models are identified based on many runs of K-means algorithm with different random initializations of cluster centers.

Package details

AuthorPiotr Sobczyk, Stanislaw Wilczynski, Julie Josse, Malgorzata Bogdan
MaintainerPiotr Sobczyk <[email protected]>
LicenseGPL-3
Version0.9.4
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("varclust")

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varclust documentation built on June 27, 2019, 5:08 p.m.