Title: Fixed point clusters, clusterwise regression and discriminant
Description: Fuzzy and crisp fixed point cluster analysis based on
Mahalanobis distance and linear regression fixed point
methods, operating on n*p data, do not need prespecification of
number of clusters, produce overlapping clusters. Symmetric and
asymmetric discriminant projections separate groups optimally,
used to visualize the separation of groupings, visual cluster
validation. Clusterwise linear regression by normal mixture
modeling. Cluster validation statistics for distance based
clustering including corrected Rand index. Clusterwise cluster
stability assessment. DBSCAN clustering. Interface functions
for many clustering methods implemented in R. Note that the use
of the package mclust (called by function prabclust) is
Packaged: Wed May 6 19:26:43 2009; chrish

Suggests: mclust, trimcluster, prabclus, class

Package: fpc
Title: Flexible procedures for clustering
Version: 2.0-1
Date: 2010-08-06
Author: Christian Hennig <chrish@stats.ucl.ac.uk>
Depends: R (>= 1.9), MASS, cluster, mclust, flexmix
Suggests: trimcluster, prabclus, class, diptest, mvtnorm
Description: Various methods for clustering and cluster validation.
Fixed point clustering. Linear regression clustering.
Clustering by merging Gaussian mixture components. Symmetric
and asymmetric discriminant projections for visualisation of
the separation of groupings. Cluster validation statistics for
distance based clustering including corrected Rand index.
Clusterwise cluster stability assessment. Methods for
estimation of the number of clusters: Calinski-Harabasz,
Tibshirani and Walther's prediction strength.
Gaussian/multinomial mixture fitting for mixed
continuous/categorical variables. Veriablewise statistics for
cluster interpretation. DBSCAN clustering. Interface functions
for many clustering methods implemented in R, including
estimating the number of clusters with kmeans, pam and clara.
Modality diagnosis for Gaussian mixtures. Note that the use of
the package mclust (called by function prabclust) is protected
by a special license, see
http://www.stat.washington.edu/mclust/license.txt.
Maintainer: Christian Hennig <chrish@stats.ucl.ac.uk>
License: GPL
URL: http://www.homepages.ucl.ac.uk/~ucakche/
Packaged: 2010-08-09 20:16:39 UTC; chrish
Repository: CRAN
Date/Publication: 2010-08-10 14:16:39