Dimension-invariant uniform consistency of the empirical spatial distribution function and its associated spatial depth estimator

Felix Gnettner, Hyemin Yeon, Piotr Kokoszka

We provide a proof that the empirical spatial distribution estimator in ${\mathbb{R}}^d$ as well as the corresponding plug-in estimator of the spatial depth are uniformly $L^1$-consis…