Bayesian mixed modeling of extremes with random effects uses informative priors from past data to reduce bias in return level and risk measure estimates for heterogeneous climate and economic indexes.
Flood risk under future climate in data sparse regions: Linking extreme value models and flood generating processes
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Bayesian analysis of extreme values in economic indexes and climate data: Simulation and application
Bayesian mixed modeling of extremes with random effects uses informative priors from past data to reduce bias in return level and risk measure estimates for heterogeneous climate and economic indexes.