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stat.AP2022
Robust Causality and False Attribution in Data-Driven Earth Science Discoveries
Elizabeth Eldhose, Tejasvi Chauhan, Vikram Chandel +2
Causal and attribution studies are essential for earth scientific discoveries and critical for informing climate, ecology, and water policies. However, the current generation of me…
stat.AP2022
Predictions of damages from Atlantic tropical cyclones: a hierarchical Bayesian study on extremes
Lindsey Dietz, Sakshi Arya, Vishal Subedi +2
Bayesian hierarchical models are proposed for modeling tropical cyclone characteristics and their damage potential in the Atlantic basin. We model the joint probability distributio…