ClustOfVar: An R Package for the Clustering of Variables

ClustOfVar: An R Package for the Clustering of Variables

Clustering of variables is as a way to arrange variables into homogeneous clusters, i.e., groups of variables which are strongly related to each other and thus bring the same information. These approaches can then be useful for dimension reduction and variable selection. Several specific methods hav...

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Bibliographic Details
Main Authors: Marie Chavent, Vanessa Kuentz-Simonet, Benoit Liquet, Jerome Saracco
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2012-09-01
Series:Journal of Statistical Software
Subjects:
dimension reduction
hierarchical clustering of variables
k-means clustering of variables
mixture of quantitative and qualitative variables
stability
Online Access:http://www.jstatsoft.org/v50/i13/paper

Internet

http://www.jstatsoft.org/v50/i13/paper

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