Robust Kernel Density Estimation by Scaling and Projection in Hilbert Space

Robert A. Vandermeulen, Clayton D. Scott

While robust parameter estimation has been well studied in parametric density estimation, there has been little investigation into robust density estimation in the nonparametric se…