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Additive Function-on-Function Regression

We study additive function-on-function regression where the mean response at a particular time point depends on the time point itself, as well as the entire covariate trajectory. We develop a computationally efficient estimation methodology based on a novel combination of spline bases with an eigenb...

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Detalhes bibliográficos
Publicado no:J Comput Graph Stat
Main Authors: Kim, Janet S., Staicu, Ana-Maria, Maity, Arnab, Carroll, Raymond J., Ruppert, David
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5956967/
https://ncbi.nlm.nih.gov/pubmed/29780218
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/10618600.2017.1356730
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