# Information Bottleneck Methods for Clustering Mixed-Type Data

## 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