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.

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Description file content

Package
pdfCluster
Type
Package
Title
Cluster Analysis via Nonparametric Density Estimation
Version
1.0-3
Date
2018-12-04
Author
Adelchi Azzalini, Giovanna Menardi for the current version; Adelchi Azzalini, Giovanna Menardi and Tiziana Rosolin up to version 0.1-13.
Maintainer
Giovanna Menardi
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.
License
GPL-2
LazyLoad
yes
Imports
geometry, methods
Suggests
cluster
Packaged
2018-12-04 10:41:03 UTC; giovanna
NeedsCompilation
yes
Repository
CRAN
Date/Publication
2018-12-04 11:10:02 UTC

install.packages('pdfCluster')

1.0-3

5 days ago

Giovanna Menardi

GPL-2

Imports

geometry, methods

Suggests

cluster

Discussions