A nonparametric cluster validity index based on interpoint distances and stepwise combination of p-values from multiple univariate tests to estimate the number of clusters.
(2016).Multivariate tests based on interpoint distances with application to magnetic resonance imaging.Statistical Methods in Medical Research,25, 2593–2610
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Evaluation of the number of clusters in a data set using $p$-values from Multiple Tests of Hypotheses
A nonparametric cluster validity index based on interpoint distances and stepwise combination of p-values from multiple univariate tests to estimate the number of clusters.