Title of article :
Wavelets for Nonparametric Stochastic Regression with Pairwise Negative Quadrant Dependent Random Variables.
Author/Authors :
Doosti, H. ferdowsi university of mashhad - School of Mathematical Sciences - Department of Statistics, مشهد, ايران , Niroumand, H. A. ferdowsi university of mashhad - School of Mathematical Sciences - Department of Statistics, مشهد, ايران
Abstract :
We propose a wavelet based stochastic regression function estimator for the estimation of the regression function for a sequence of pairwise negative quadrant dependent random variables with a common one-dimensional probability density function. Some asymptotic properties of the proposed estimator are investigated. It is found that the estimators have similar properties to their counterparts studied earlier in literature.
Keywords :
Pairwise negative quadrant dependent , Random design , wavelets , Non , parametric curve estimation.
Journal title :
Journal of Sciences Islamic Republic of Iran
Journal title :
Journal of Sciences Islamic Republic of Iran