pdfCluster: 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.

Package details

AuthorMenardi Giovanna [aut, cre], Azzalini Adelchi [aut], Rosolin Tiziana [ctb] (up to version 0.1-13)
MaintainerMenardi Giovanna <menardi@stat.unipd.it>
Package repositoryView on CRAN
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pdfCluster documentation built on Dec. 2, 2022, 5:14 p.m.