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Clustering Via Nonparametric Density Estimation: the R Package pdfCluster

28 January 2013
A. Azzalini
G. Menardi
ArXiv (abs)PDFHTML
Abstract

The R package pdfCluster performs cluster analysis based on a nonparametric estimate of the density of the observed variables. After summarizing the main aspects of the methodology, we describe the features and the usage of the package, and finally illustrate its working with the aid of two datasets.

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