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...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Computational statistics & data analysis 2018-06, Vol.122, p.101-114
Hauptverfasser:	Park, So Young, Xiao, Luo, Willbur, Jayson D., Staicu, Ana-Maria, Jumbe, N. L’ntshotsholé
Format:	Artikel
Sprache:	eng
Schlagworte:	Covariance function Fetal growth Functional data analysis Longitudinal data Prediction
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!