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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 |
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Author | Menardi Giovanna [aut, cre], Azzalini Adelchi [aut], Rosolin Tiziana [ctb] (up to version 0.1-13) |
Maintainer | Menardi Giovanna <menardi@stat.unipd.it> |
License | GPL-2 |
Version | 1.0-4 |
Package repository | View on CRAN |
Installation |
Install the latest version of this package by entering the following in R:
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