Parallel Selected Inversion for Space-Time Gaussian Markov Random Fields

Abylay Zhumekenov, Elias T. Krainski, HÃ¥vard Rue

Performing Bayesian inference on large spatio-temporal models requires extracting inverse elements of large sparse precision matrices for marginal variances, as well as estimating…