Integrated Nested Laplace Approximations for Large-Scale Spatial-Temporal Bayesian Modeling

Lisa Gaedke-Merzhäuser, Elias Krainski, Radim Janalik +2

Bayesian inference tasks continue to pose a computational challenge. This especially holds for spatial-temporal modeling where high-dimensional latent parameter spaces are ubiquito…