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pdfCluster

swMATH ID: 14640
Software Authors: Azzalini, A., Menardi, G., Rosolin, T.
Description: R package pdfCluster: Cluster analysis via nonparametric density estimation. The package performs cluster analysis via nonparametric density estimation. 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.
Homepage: https://cran.r-project.org/web/packages/pdfCluster/index.html
Source Code:  https://github.com/cran/pdfCluster
Dependencies: R
Related Software: R; mclust; clusfind; UCI-ml; AS 136; fpc; cluster (R); Rmixmod; igraph; mixsmsn; CEC; movMF; PRMLT; clustMD; kamila; KernSmooth; geometry; flexmix; CRAN Task Views; mixture
Cited in: 19 Publications

Standard Articles

1 Publication describing the Software Year
Clustering Via Nonparametric Density Estimation: the R Package pdfCluster
Adelchi Azzalini, Giovanna Menardi
2013

Citations by Year