k-Nearest neighbor density estimation on Riemannian Manifolds

Guillermo Henry, Andrés Muñoz, Daniela Rodriguez

In this paper, we consider a k-nearest neighbor kernel type estimator when the random variables belong in a Riemannian manifolds. We study asymptotic properties such as the consist…