R: Information Bottleneck Methods for Clustering Mixed-Type Data

# Information Bottleneck Methods for Clustering Mixed-Type Data

## Documentation for package ‘IBclust’ version 1.5

- 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 from a gibclust Fit
predict.sibclust | Predict Cluster Assignments for New Observations from a sibclust Fit
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