Information Bottleneck Methods for Clustering Mixed-Type Data

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Documentation for package ‘IBclust’ version 1.4

• DESCRIPTION file
• Package README

Help Pages

IBclust-package	IBclust: Information Bottleneck Clustering for Mixed-Type Data
aibclust-methods	Methods for aibclust objects
AIBmix	Agglomerative Information Bottleneck Clustering for Mixed-Type Data
as.dendrogram.aibclust	Convert an aibclust object to hclust or dendrogram
as.hclust.aibclust	Convert an aibclust object to hclust or dendrogram
coef.aibclust	Methods for aibclust objects
coef.gibclust	Methods for gibclust objects
coef.sibclust	Methods for sibclust objects
DIBmix	Deterministic Information Bottleneck Clustering for Mixed-Type Data
find_elbow	Detect a knee/elbow in a monotone curve
fitted.aibclust	Methods for aibclust objects
fitted.gibclust	Methods for gibclust objects
fitted.sibclust	Methods for sibclust objects
gibclust-methods	Methods for gibclust objects
GIBmix	Generalised Information Bottleneck Clustering for Mixed-Type Data
IBclust	IBclust: Information Bottleneck Clustering for Mixed-Type Data
IBmix	Information Bottleneck Clustering for Mixed-Type Data
info_metrics	Extract information-theoretic metrics from an IBclust fit
info_metrics.aibclust	Extract information-theoretic metrics from an IBclust fit
info_metrics.gibclust	Extract information-theoretic metrics from an IBclust fit
info_metrics.sibclust	Extract information-theoretic metrics from an IBclust fit
plot.aibclust	Methods for aibclust objects
plot.gibclust	Methods for gibclust objects
plot.sibclust	Methods for sibclust objects
predict.gibclust	Predict cluster assignments for new observations
predict.sibclust	Predict cluster assignments for new observations
print.aibclust	Methods for aibclust objects
print.gibclust	Methods for gibclust objects
print.sibclust	Methods for sibclust objects
print.summary.aibclust	Methods for aibclust objects
print.summary.gibclust	Methods for gibclust objects
print.summary.sibclust	Methods for sibclust objects
sibclust-methods	Methods for sibclust objects
sIBmix	Sequential Information Bottleneck Clustering for Mixed-Type Data
summary.aibclust	Methods for aibclust objects
summary.gibclust	Methods for gibclust objects
summary.sibclust	Methods for sibclust objects