Christian Hennig

Flexible parametric bootstrap for testing homogeneity against clustering and assessing the number of clusters

2015 · Statistics and Computing

There are two notoriously hard problems in cluster analysis, estimating the number of clusters, and checking whether the population to be clustered is not actually homogeneous. Given a dataset, a clustering method and a cluster …