Bootstrap a Clustering Solution to Establish the Stability of the Clusters

Documentation for package ‘ClusBoot’ version 1.2.1

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