A General Framework for Multivariate Functional Principal Component Analysis of Amplitude and Phase Variation

Clara Happ, Fabian Scheipl, Alice-Agnes Gabriel +1

Functional data typically contains amplitude and phase variation. In many data situations, phase variation is treated as a nuisance effect and is removed during preprocessing, alth…