Interpretable Principal Components Analysis for Multilevel Multivariate Functional Data, with Application to EEG Experiments

Jun Zhang, Greg J Siegle, Wendy D'Andrea +1

Many studies collect functional data from multiple subjects that have both multilevel and multivariate structures. An example of such data comes from popular neuroscience experimen…