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Simultaneous Inference For The Mean Function Based on Dense Functional Data

A polynomial spline estimator is proposed for the mean function of dense functional data together with a simultaneous confidence band which is asymptotically correct. In addition, the spline estimator and its accompanying confidence band enjoy oracle efficiency in the sense that they are asymptotica...

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Main Authors: Cao, Guanqun, Yang, Lijian, Todem, David
Formato: Artigo
Idioma:Inglês
Publicado: 2012
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC3365609/
https://ncbi.nlm.nih.gov/pubmed/22665964
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/10485252.2011.638071
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