A Review of Some Non-parametric Methods of Density Estimation

Abstract

This paper lists and reviews most of the many papers published on the subject of density estimation. The four main categories of estimators (kernel, spline, orthogonal series and histogram) are compared not only for their theoretical properties but also for their applicability to real life problems.