The package performs cluster analysis via non-parametric density estimation. Operationally, the kernel method is used througout to estimate the density. Diagnostics methods for evaluating the quality of clustering are available. The package includes also a routine to estimate the probability density function by the kernel method, given a set of data with arbitrary dimensions.
| Version: | 1.0-0 |
| Depends: | methods, geometry |
| Suggests: | cluster |
| Published: | 2012-06-05 |
| Author: | Adelchi Azzalini, Giovanna Menardi, Tiziana Rosolin |
| Maintainer: | Giovanna Menardi <menardi at stat.unipd.it> |
| License: | GPL-2 |
| NeedsCompilation: | yes |
| Citation: | pdfCluster citation info |
| In views: | Cluster |
| CRAN checks: | pdfCluster results |
| Package source: | pdfCluster_1.0-0.tar.gz |
| MacOS X binary: | pdfCluster_1.0-0.tgz |
| Windows binary: | pdfCluster_1.0-0.zip |
| Reference manual: | pdfCluster.pdf |
| Vignettes: |
User manual |
| Old sources: | pdfCluster archive |