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Nonparametric Kernel Methods with Errors‐in‐Variables: Constructing Estimators, Computing them, and Avoiding Common Mistakes

Published in Australian & New Zealand Journal of Statistics • May 15, 2014
NobleIDNI9P60W64R17S33
Authors:
Aurore Delaigle

Abstract

Summary Estimating a curve nonparametrically from data measured with error is a difficult problem that has been studied by many authors. Constructing a consistent estimator in this context can sometimes be quite challenging, and in this paper we review some of the tools that have been developed in t...

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