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Pointwise Influence Matrices for Functional-Response Regression

We extend the notion of an influence or hat matrix to regression with functional responses and scalar predictors. For responses depending linearly on a set of predictors, our definition is shown to reduce to the conventional influence matrix for linear models. The pointwise degrees of freedom, the t...

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Publicat a:Biometrics
Autors principals: Reiss, Philip T., Huang, Lei, Wu, Pei-Shien, Chen, Huaihou, Colcombe, Stan
Format: Artigo
Idioma:Inglês
Publicat: 2017
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC5638691/
https://ncbi.nlm.nih.gov/pubmed/28405966
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.12697
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