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Functional principal components analysis on moving time windows of longitudinal data: dynamic prediction of times to event

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Publication:6641437
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DOI10.1111/RSSC.12264MaRDI QIDQ6641437

Xuelin Huang, Ruosha Li, Fangrong Yan, Xiao Lin

Publication date: 20 November 2024

Published in: Journal of the Royal Statistical Society. Series C. Applied Statistics (Search for Journal in Brave)




zbMATH Keywords

survival analysisdynamic predictionlongitudinal studyreceiver operating characteristicsarea under the receiver operating characteristic curve


Mathematics Subject Classification ID

Applications of statistics (62Pxx)



Related Items (3)

Dynamic prediction of disease processes based on recurrent history and functional principal component analysis of longitudinal biomarkers: application for ovarian epithelial cancer ⋮ Functional principal component based landmark analysis for the effects of longitudinal cholesterol profiles on the risk of coronary heart disease ⋮ Dynamic prediction of Alzheimer's disease progression using features of multiple longitudinal outcomes and time-to-event data






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