Bootstrap a Clustering Solution to Establish the Stability of the Clusters

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Documentation for package ‘ClusBoot’ version 1.0.1

Help Pages

boot.silhouette Constructs a silhouette plot based on proportion of times items cluster together Patient by psychiatric symptom data
clusboot Performs bootstrap on a cluster analysis output
complete.linkage Wrapper function for performing complete linkage clustering
plot.clusboot MDS plot of similarities given by the proportion of bootstrap replicates where objects cluster together