pdfCluster (version 1.0-4)

Cluster Analysis via Nonparametric Density Estimation

Description

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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Install

install.packages('pdfCluster')

Monthly Downloads

2,659

Version

1.0-4

License

GPL-2

Last Published

December 2nd, 2022

Functions in pdfCluster (1.0-4)