Limit laws for large kth-nearest neighbor balls

Nicolas Chenavier, Norbert Henze, Moritz Otto

Let $X_1,\dots ,X_n$ be a sequence of independent random points in ${\mathbb{R}}^d$ with common Lebesgue density $f$. Under some conditions on $f$, we obtain a Poisson limit theorem,…