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.

AuthorAdelchi Azzalini, Giovanna Menardi for the current version; Adelchi Azzalini, Giovanna Menardi and Tiziana Rosolin up to version 0.1-13.
Date of publication2014-04-30 13:06:41
MaintainerGiovanna Menardi <menardi@stat.unipd.it>
LicenseGPL-2
Version1.0-2

View on CRAN

Functions

adj.rand.index Man page
dbs Man page
dbs-class Man page
dbs.cluster Man page
dbs,matrix-method Man page
dbs,matrix,numeric-method Man page
dbs-methods Man page
dbs.pdfCluster Man page
dbs,pdfCluster-method Man page
dbs,pdfCluster,missing-method Man page
dbs,pdfCluster,missing-method Man page
groups Man page
h.norm Man page
hprop2f Man page
kepdf Man page
kepdf-class Man page
oliveoil Man page
pdfClassification Man page
pdfCluster Man page
pdfCluster-class Man page
pdfCluster.data Man page
pdfCluster,data.frame-method Man page
pdfCluster.graphpairs Man page
pdfCluster,matrix-method Man page
pdfCluster-methods Man page
pdfCluster,numeric-method Man page
pdfCluster-package Man page
pdfCluster,pdfCluster-method Man page
plot,ANY,ANY-method Man page
plot.dbs Man page
plot,dbs-method Man page
plot,dbs,missing-method Man page
plot,dbs,missing-method Man page
plot,dbs,missing-method Man page
plot.kepdf Man page
plot.kepdf1d Man page
plot.kepdf2d Man page
plot,kepdf,ANY-method Man page
plot,kepdf,ANY-method Man page
plot.kepdfdd Man page
plot,kepdf-method Man page
plot,kepdf,missing-method Man page
plot-methods Man page
plot.pdfCluster Man page
plot,pdfCluster-method Man page
plot,pdfCluster,missing-method Man page
plot,pdfCluster,missing-method Man page
plot,pdfCluster,missing-method Man page
show,dbs-method Man page
show,dbs-method Man page
show,kepdf-method Man page
show,kepdf-method Man page
show-methods Man page
show,pdfCluster-method Man page
show,pdfCluster-method Man page
summary.dbs Man page
summary,dbs-method Man page
summary.kepdf Man page
summary,kepdf-method Man page
summary-methods Man page
summary.pdfCluster Man page
summary,pdfCluster-method Man page
wine Man page

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