Cross-component registration for multivariate functional data, with application to growth curves

Multivariate functional data are becoming ubiquitous with advances in modern technology and are substantially more complex than univariate functional data. We propose and study a novel model for multivariate functional data where the component processes are subject to mutual time warping. That is, t...

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Bibliographic Details
Main Authors: Carroll, C. (Author), Kneip, A. (Author), Müller, H.-G (Author)
Format: Article
Language:English
Published: John Wiley and Sons Inc 2021
Subjects:
Online Access:View Fulltext in Publisher