Spatial Bayesian hierarchical modeling of precipitation extremes over a large domain

Cameron Bracken, Balaji Rajagopalan, Linyin Cheng +2

We propose a Bayesian hierarchical model for spatial extremes on a large domain. In the data layer a Gaussian elliptical copula having generalized extreme value (GEV) marginals is…