Interpretable discriminant analysis for functional data supported on random nonlinear domains with an application to Alzheimer's disease

Eardi Lila, Wenbo Zhang, Swati Rane Levendovszky

We introduce a novel framework for the classification of functional data supported on nonlinear, and possibly random, manifold domains. The motivating application is the identifica…