Remarks on Some Nonparametric Estimates of a Density Function
Murray Rosenblatt · The Annals of Mathematical Statistics · 1956
This note discusses some aspects of the estimation of the density function of a univariate probability distribution. All estimates of the density function satisfying relatively mild conditions are shown to be biased. The asymptotic mean square error of a particular class of estimates is evaluated.