Anisotropic multidimensional smoothing using Bayesian tensor product P-splines

Paul Bach, Nadja Klein

We introduce a highly efficient fully Bayesian approach for anisotropic multidimensional smoothing. The main challenge in this context is the Markov chain Monte Carlo update of the…