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A Bayesian hierarchical model for climate change detection and attribution

A Bayesian hierarchical model for climate change detection and attribution

Abstract Regressionā€based detection and attribution methods continue to take a central role in the study of climate change and its causes. Here we propose a novel Bayesian hierarchical approach to this problem, which allows us to address several open methodological questions. Specifically, we take into account the uncertainties in the ā€¦