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A Design-Adaptive Local Polynomial Estimator for the Errors-in-Variables Problem

Local polynomial estimators are popular techniques for nonparametric regression estimation and have received great attention in the literature. Their simplest version, the local constant estimator, can be easily extended to the errors-in-variables context by exploiting its similarity with the deconv...

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Detalhes bibliográficos
Main Authors: Delaigle, Aurore, Fan, Jianqing, Carroll, Raymond J.
Formato: Artigo
Idioma:Inglês
Publicado em: 2009
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2846380/
https://ncbi.nlm.nih.gov/pubmed/20351800
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jasa.2009.0114
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