A Geometric Approach to Pairwise Bayesian Alignment of Functional Data Using Importance Sampling

Sebastian Kurtek

We present a Bayesian model for pairwise nonlinear registration of functional data. We use the Riemannian geometry of the space of warping functions to define appropriate prior dis…