Fully Bayesian inference for spatiotemporal data with the multi-resolution approximation

Luc Villandré, Jean-François Plante, Thierry Duchesne +1

Large spatiotemporal datasets are a challenge for conventional Bayesian models because of the cubic computational complexity of the algorithms for obtaining the Cholesky decomposit…