The proposed methodology is illustrated in two data sets. Prace Naukowe Akademii Ekonomicznej im.
Consistency of single linkage for high-density clusters. Section 5 describes a simulation study to compare both classical and Bayesian approaches. An analysis of the minimal spanning tree structure.
Ecology Monte Carlo method is used to assess the presented approach.
Zastosowania Matematyki A recursive function for the expected value of the k-th nearest neighbor is derived for the asymptotic distributions.
Conference paper Abstract The distributions of the nearest neighbor statistics and its parameters are calculated in the case when points are generated from the multivariate uniform and multivariate standard normal distribution.
The Annals of Statistics 7.