Uniform Convergence Rates of Kernel Density Function Estimates

Abstract:

      Suppose that X₁,…,X_n are samples drawn from a in-dimensional population with probability density function f belonging to a family C_kα(where k is a given positive integer, and α is a given positive number) defined as follows: f∈C_kα if and only if.