Minimally Biased Nonparametric Regression and Autoregression

A nonparametric regression estimator is introduced which adapts to the smoothness of the unknown function being estimated. This property allows the new estimator to automatically achieve minimal bias over a large class of locally smooth functions without changing the rate at which the variance conv...

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Bibliographic Details
Main Authors: Timothy L. McMurry, Dimitris N. Politis
Format: Article
Language:English
Published: Instituto Nacional de Estatística | Statistics Portugal 2008-06-01
Series:Revstat Statistical Journal
Subjects:
Online Access:https://revstat.ine.pt/index.php/REVSTAT/article/view/61