Consistency of Robust Kernel Density Estimators

Robert A. Vandermeulen, Clayton D. Scott

Abstract: The kernel density estimator (KDE) based on a radial positive-semidefinite kernel may be viewed as a sample mean in a reproducing kernel Hilbert space. This mean can be viewed as the solution of a ...