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Joint modelling of paired sparse functional data using principal components

We propose a modelling framework to study the relationship between two paired longitudinally observed variables. The data for each variable are viewed as smooth curves measured at discrete time-points plus random errors. While the curves for each variable are summarized using a few important princip...

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Detalhes bibliográficos
Main Authors: ZHOU, LAN, HUANG, JIANHUA Z., CARROLL, RAYMOND J.
Formato: Artigo
Idioma:Inglês
Publicado em: 2008
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2672432/
https://ncbi.nlm.nih.gov/pubmed/19396364
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asn035
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