"Wavelet threshold estimation of a regression function with random desi" by Shuanglin Zhang, Man Yu Wong et al.
 

Wavelet threshold estimation of a regression function with random design

Document Type

Article

Publication Date

1-1-2002

Department

Department of Mathematical Sciences

Abstract

The wavelet threshold estimator of a regression function for the random design is constructed. The optimal uniform convergence rate of the estimator in a ball of Besov Space Bps, q is proved under general assumptions. The adaptive wavelet threshold estimator with near-optimal convergence rate in a wide range of Besov scale is also constructed.

Publication Title

Journal of Multivariate Analysis

Plum Print visual indicator of research metrics
PlumX Metrics
  • Citations
    • Citation Indexes: 23
  • Usage
    • Abstract Views: 5
  • Captures
    • Readers: 6
see details

Share

COinS