Connecting pairwise spheres by depth: DCOPS

Ricardo Fraiman, Fabrice Gamboa, Leonardo Moreno

We extend the classical notion of the spherical depth in \mathbb{R}^k, to the important setup of data on a Riemannian manifold. We show that this notion of depth satisfies a set of…