cord: Community Estimation in G-Models via CORD

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Partition data points (variables) into communities/clusters, similar to clustering algorithms, such as k-means and hierarchical clustering. This package implements a clustering algorithm based on a new metric CORD, defined for high dimensional parametric or semi-parametric distributions. Read http://arxiv.org/abs/1508.01939 for more details.

Author
Xi (Rossi) LUO, Florentina Bunea, Christophe Giraud
Date of publication
2015-09-20 08:01:07
Maintainer
Xi (Rossi) LUO <xi.rossi.luo@gmail.com>
License
GPL-3
Version
0.1.1

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Man pages

cord
Community estimation in G-models via CORD

Files in this package

cord
cord/src
cord/src/Makevars
cord/src/cordDist.cpp
cord/src/greedyCord.cpp
cord/src/Makevars.win
cord/src/RcppExports.cpp
cord/NAMESPACE
cord/R
cord/R/RcppExports.R
cord/R/cord.R
cord/MD5
cord/DESCRIPTION
cord/ChangeLog
cord/man
cord/man/cord.Rd