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Longitudinal scalar-on-functions regression with application to tractography data

We propose a class of estimation techniques for scalar-on-function regression where both outcomes and functional predictors may be observed at multiple visits. Our methods are motivated by a longitudinal brain diffusion tensor imaging tractography study. One of the study’s primary goals is to evalua...

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Bibliografiske detaljer
Main Authors: Gertheiss, Jan, Goldsmith, Jeff, Crainiceanu, Ciprian, Greven, Sonja
Format: Artigo
Sprog:Inglês
Udgivet: Oxford University Press 2013
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3677735/
https://ncbi.nlm.nih.gov/pubmed/23292804
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxs051
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