R: Bootstrap a Clustering Solution to Establish the Stability of the Clusters

# Bootstrap a Clustering Solution to Establish the Stability of the Clusters

## Documentation for package ‘ClusBoot’ version 1.2.2

- DESCRIPTION file

## Help Pages

boot.proportions | Heatmap of the proportion of bootstrap replicates where objects cluster together
boot.silhouette | Produces silhouette plots
calc.silhouette | Computes the silhouette vales based on proportion of times items cluster together
case.study.psychiatrist | Patient by psychiatric symptom data
clusboot | Performs bootstrap on a cluster analysis output
complete.linkage | Wrapper function for performing complete linkage clustering
fpc.clusterboot | Resampling according to the methods discussed in Hennig (2007)
plot.clusboot | MDS plot of similarities given by the proportion of bootstrap replicates where objects cluster together