Amortized Bayesian Inference for Spatio-Temporal Extremes: A Copula Factor Model with Autoregression

Carlos A. Pasquier, Luis A. Barboza

We develop a Bayesian spatio-temporal framework for extreme-value analysis that augments a hierarchical copula model with an autoregressive factor to capture residual temporal depe…