Title : Wavelet Based Estimation of the Derivatives of a Density For M-Dependent Random Variables ( Wavelet Based Estimation of the Derivatives of a Density for m-Dependent Random Variables )
Authors: Yogendra Chaubey , Hassan Doosti ,
Full TextAbstract
Here, we propose a method of estimation of the derivatives of probability density based wavelets methods for a sequence of m−dependent random variables with a common one-dimensional probability density function and obtain an upper bound on Lp-losses for the such estimators.
Keywords
, Besov space, m-Dependence, Multiresolution analysis, nonparametric estimation of derivative of a density, wavelets.
@article{paperid:101914,
author = {Yogendra Chaubey and Doosti, Hassan},
title = {Wavelet Based Estimation of the Derivatives of a Density For M-Dependent Random Variables},
journal = {Journal of the Iranian Statistical Society},
year = {2005},
volume = {4},
number = {2},
month = {February},
issn = {1726-4057},
pages = {97--105},
numpages = {8},
keywords = {Besov space; m-Dependence; Multiresolution analysis;
nonparametric estimation of derivative of a density; wavelets.},
}
%0 Journal Article
%T Wavelet Based Estimation of the Derivatives of a Density For M-Dependent Random Variables
%A Yogendra Chaubey
%A Doosti, Hassan
%J Journal of the Iranian Statistical Society
%@ 1726-4057
%D 2005
