Cluster Analysis via Nonparametric Density Estimation

Cluster analysis via nonparametric density estimation is performed. Operationally, the kernel method is used throughout to estimate the density. Diagnostics methods for evaluating the quality of the clustering are available. The package includes also a routine to estimate the probability density function obtained by the kernel method, given a set of data with arbitrary dimensions.


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Reference manual

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install.packages("pdfCluster")

1.0-3 by Giovanna Menardi, 2 years ago


Browse source code at https://github.com/cran/pdfCluster


Authors: Adelchi Azzalini , Giovanna Menardi for the current version; Adelchi Azzalini , Giovanna Menardi and Tiziana Rosolin up to version 0.1-13.


Documentation:   PDF Manual  


Task views: Cluster Analysis & Finite Mixture Models


GPL-2 license


Imports geometry, methods

Suggests cluster


Imported by ftsa.

Suggested by FCPS, fpc.


See at CRAN