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A joint design for functional data with application to scheduling ultrasound scans()

A joint design for sampling functional data is proposed to achieve optimal prediction of both functional data and a scalar outcome. The motivating application is fetal growth, where the objective is to determine the optimal times to collect ultrasound measurements in order to recover fetal growth tr...

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Detalles Bibliográficos
Autores principales: Park, So Young, Xiao, Luo, Willbur, Jayson D., Staicu, Ana-Maria, Jumbe, N. L’ntshotsholé
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5840761/
https://www.ncbi.nlm.nih.gov/pubmed/29861518
http://dx.doi.org/10.1016/j.csda.2018.01.009