A hierarchical model with bivariate GEV distributions and intrinsic CAR spatial structure attributes causal effects of anthropogenic forcing on annual temperature maxima return levels using CMIP6 factual and counterfactual simulations.
Hierarchical modeling for extreme values observed over space and time.Environmental and Ecological Statistics, 16(3):407–426
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Estimating Causal Attribution of Anthropogenic Forcing on High-Temperature Extremes Using a Latent Gaussian Spatial Model
A hierarchical model with bivariate GEV distributions and intrinsic CAR spatial structure attributes causal effects of anthropogenic forcing on annual temperature maxima return levels using CMIP6 factual and counterfactual simulations.