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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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Dades bibliogràfiques
Publicat a:J Am Stat Assoc
Autors principals: Cai, T. Tony, Low, Mark, Ma, Zongming
Format: Artigo
Idioma:Inglês
Publicat: 2014
Matèries:
Accés en línia: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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