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Adaptive Confidence Bands for Nonparametric Regression Functions

A new formulation for the construction of adaptive confidence bands in non-parametric function estimation problems is proposed. Confidence bands are constructed which have size that adapts to the smoothness of the function while guaranteeing that both the relative excess mass of the function lying o...

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Detalhes bibliográficos
Publicado no:J Am Stat Assoc
Main Authors: Cai, T. Tony, Low, Mark, Ma, Zongming
Formato: Artigo
Idioma:Inglês
Publicado em: 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4531001/
https://ncbi.nlm.nih.gov/pubmed/26269661
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2013.879260
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