Estimating densities with nonlinear support using Fisher-Gaussian kernels

Minerva Mukhopadhyay, Didong Li, David B Dunson

Current tools for multivariate density estimation struggle when the density is concentrated near a nonlinear subspace or manifold. Most approaches require choice of a kernel, with…