Clustering of Weighted Data

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Documentation for package ‘WeightedCluster’ version 1.8-1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

as.clustrange	Build a clustrange object to compare different clustering solutions.
as.clustrange.dtclust	Build a clustrange object to compare different clustering solutions.
as.clustrange.hclust	Build a clustrange object to compare different clustering solutions.
as.clustrange.twins	Build a clustrange object to compare different clustering solutions.
as.seqtree	Convert a hierarchical clustering object to a seqtree object.
as.seqtree.hclust	Convert a hierarchical clustering object to a seqtree object.
as.seqtree.twins	Convert a hierarchical clustering object to a seqtree object.
bootclustrange	Cluster Quality Indices estimation by subsampling
clustassoc	Share of an association between an object (described by a dissimilarity matrix) and a covariate that is reproduced by a clustering solution.
dtcut	Monothetic clustering of state sequences
fuzzyseqplot	Plot sequences according to a fuzzy clustering.
plot.bootclustrange	Cluster Quality Indices estimation by subsampling
plot.clustassoc	Share of an association between an object (described by a dissimilarity matrix) and a covariate that is reproduced by a clustering solution.
plot.clustrange	Build a clustrange object to compare different clustering solutions.
plot.clustrangefamily	Automatic comparison of clustering methods.
plot.seqclararange	Plot of cluster quality of CLARA algorithm.
plot.seqnullcqi	Sequence Analysis Typologies Validation Using Parametric Bootstrap
print.bootclustrange	Cluster Quality Indices estimation by subsampling
print.clustrangefamily	Automatic comparison of clustering methods.
print.seqnullcqi	Sequence Analysis Typologies Validation Using Parametric Bootstrap
print.wcAggregateCases	Aggregate identical cases.
seqclararange	CLARA Clustering for Sequence Analysis
seqclustname	Automatic labeling of cluster using sequence medoids
seqnull	Generate nonclustered sequence data according to different null models.
seqnullcqi	Sequence Analysis Typologies Validation Using Parametric Bootstrap
seqpropclust	Monothetic clustering of state sequences
summary.clustrangefamily	Automatic comparison of clustering methods.
wcAggregateCases	Aggregate identical cases.
wcAggregateCases.data.frame	Aggregate identical cases.
wcAggregateCases.matrix	Aggregate identical cases.
wcAggregateCases.stslist	Aggregate identical cases.
wcClusterQuality	Cluster quality statistics
wcCmpCluster	Automatic comparison of clustering methods.
wcKMedoids	K-Medoids or PAM clustering of weighted data.
wcKMedRange	Compute 'wcKMedoids' clustering for different number of clusters.
wcPropertyClustering	Monothetic clustering of state sequences
wcSilhouetteObs	Compute the silhouette of each object using weighted data.