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Variable Selection in Function-on-Scalar Regression

For regression models with functional responses and scalar predictors, it is common for the number of predictors to be large. Despite this, few methods for variable selection exist for function-on-scalar models, and none account for the inherent correlation of residual curves in such models. By expa...

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Detalhes bibliográficos
Publicado no:Stat (Int Stat Inst)
Main Authors: Chen, Yakuan, Goldsmith, Jeff, Ogden, Todd
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4943585/
https://ncbi.nlm.nih.gov/pubmed/27429751
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sta4.106
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