Nonparametric estimation of probability distribution density using sign quantization

摘要

A developed digital algorithm is used to obtain analytical expression characterizing the error due to the bias and variance in a proposed estimate of a probability distribution density. The results of experimental investigations are presented which demonstrate the efficiency of the proposed algorithm.