Modeling Longitudinal Data on Riemannian Manifolds

Xiongtao Dai, Zhenhua Lin, Hans-Georg Müller

When considering functional principal component analysis for sparsely observed longitudinal data that take values on a nonlinear manifold, a major challenge is how to handle the sp…