Multiresolution analysis, wavelets, and probability density estimation
E. Masry · 2002
We consider the estimation of the probability density function f(x) of stationary mixing processes using wavelet orthonormal bases. For f belonging to the Sobolev space H/sub 2//sup s/, s>0 we derive precise asymptotic expressions for the integrated mean-square estimation error.>