Non-Parametric Cluster Significance Testing with Reference to a Unimodal Null Distribution

Erika S. Helgeson, Eric Bair

Cluster analysis is an unsupervised learning strategy that can be employed to identify subgroups of observations in data sets of unknown structure. This strategy is particularly us…