Bootstrap a Clustering Solution to Establish the Stability of the Clusters


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Documentation for package ‘ClusBoot’ version 1.2.2

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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