Two estimates of the density function f(x, y) of points in a plane are defined from a sample of n points by (1) counting how many points lie within a square of side 2h and center at (x, y), and (2) by ...
Bernstein polynomial estimation provides a robust nonparametric technique for approximating both density and distribution functions. Based on the properties of Bernstein polynomials, which uniformly ...