Beyond Tandem Analysis: Joint Dimension Reduction and Clustering in R

We present the R package clustrd which implements a class of methods that combine dimension reduction and clustering of continuous or categorical data. In particular, for continuous data, the package contains implementations of factorial K-means and reduced K-means; both methods combine principal co...

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Bibliographic Details
Main Authors: Angelos Markos, Alfonso Iodice D'Enza, Michel van de Velden
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2019-10-01
Series:Journal of Statistical Software
Subjects:
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/2915