Extremal behaviour and convergence rates for sample--based geometric quantiles and half space depths

Sibsankar Singha, Marie Kratz, Sreekar Vadlamani

We consider the empirical versions of geometric quantile and halfspace depth, and study their extremal behaviour as a function of the sample size. The objective of this study is to…