Multivariate goodness-of-fit on flat and curved spaces via nearest neighbor distances

Bruno Ebner, Norbert Henze, Joseph E. Yukich

We present a unified approach to goodness-of-fit testing in ${\mathbb{R}}^d$ and on lower-dimensional manifolds embedded in ${\mathbb{R}}^d$ based on sums of powers of weighted volumes…