Clustering via Nonparametric Density Estimation : The R Package pdfCluster

@inproceedings{Azzalini2007ClusteringVN,
  title={Clustering via Nonparametric Density Estimation : The R Package pdfCluster},
  author={Adelchi Azzalini and Giovanna Menardi},
  year={2007}
}
The R package pdfCluster performs cluster analysis based on a nonparametric estimate of the density of the observed variables. Functions are provided to encompass the whole process of clustering, from kernel density estimation, to clustering itself and subsequent graphical diagnostics. After summarizing the main aspects of the methodology, we describe the features and the usage of the package, and finally illustrate its application with the aid of two data sets. 
Highly Cited
This paper has 17 citations. REVIEW CITATIONS

From This Paper

Figures, tables, and topics from this paper.

Explore Further: Topics Discussed in This Paper

Citations

Publications citing this paper.
Showing 1-10 of 11 extracted citations

References

Publications referenced by this paper.

Similar Papers

Loading similar papers…