Scalar on time-by-distribution regression and its application for modelling associations between daily-living physical activity and cognitive functions in Alzheimer’s Disease

Wearable data is a rich source of information that can provide a deeper understanding of links between human behaviors and human health. Existing modelling approaches use wearable data summarized at subject level via scalar summaries in regression, temporal (time-of-day) curves in functional data an...

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Detalles Bibliográficos
Autores principales: Ghosal, Rahul, Varma, Vijay R., Volfson, Dmitri, Urbanek, Jacek, Hausdorff, Jeffrey M., Watts, Amber, Zipunnikov, Vadim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9263176/
https://www.ncbi.nlm.nih.gov/pubmed/35798763
http://dx.doi.org/10.1038/s41598-022-15528-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9263176/
https://www.ncbi.nlm.nih.gov/pubmed/35798763
http://dx.doi.org/10.1038/s41598-022-15528-5

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