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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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Bibliografiske detaljer
Udgivet i:J Am Stat Assoc
Main Authors: Cai, T. Tony, Low, Mark, Ma, Zongming
Format: Artigo
Sprog:Inglês
Udgivet: 2014
Fag:
Online adgang: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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