Testing multivariate uniformity based on random geometric graphs

Bruno Ebner, Franz Nestmann, Matthias Schulte

We present new families of goodness-of-fit tests of uniformity on a full-dimensional set $W\subset {\mathbb{R}}^d$ based on statistics related to edge lengths of random geometric graphs. Asym…