Statistically Efficient Estimation for Non-Smooth Probability Densities

Masaaki Imaizumi, Takanori Maehara, Yuichi Yoshida

Abstract: We investigate statistical efficiency of estimators for non-smooth density functions. The density estimation problem appears in various situations, and it is intensively used in statistics and mach...