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Fast methods for spatially correlated multilevel functional data

We propose a new methodological framework for the analysis of hierarchical functional data when the functions at the lowest level of the hierarchy are correlated. For small data sets, our methodology leads to a computational algorithm that is orders of magnitude more efficient than its closest compe...

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Autors principals: Staicu, Ana-Maria, Crainiceanu, Ciprian M., Carroll, Raymond J.
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2010
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC2830578/
https://ncbi.nlm.nih.gov/pubmed/20089508
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxp058
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