Nonparametric Estimation for Functional Data by Wavelet Threshold

This paper deals with density and regression estimation problems for functional data. Using wavelet bases for Hilbert spaces of functions, we develop a new adaptive procedure based on a term-by-term selection of the wavelet coefficients estimators. We study its asymptotic performances by considerin...

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Bibliographic Details
Main Authors: Christophe Chesneau, Maher Kachour, Bertrand Maillot
Format: Article
Language:English
Published: Instituto Nacional de Estatística | Statistics Portugal 2013-06-01
Series:Revstat Statistical Journal
Subjects:
Online Access:https://revstat.ine.pt/index.php/REVSTAT/article/view/134