research
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12/06/2022
Spatial modeling and future projection of extreme precipitation extents
Extreme precipitation events with large spatial extents may have more se...
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10/13/2022
Partial Tail-Correlation Coefficient Applied to Extremal-Network Learning
We propose a novel extremal dependence measure called the partial tail-c...
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03/10/2022
Vecchia Likelihood Approximation for Accurate and Fast Inference in Intractable Spatial Extremes Models
Max-stable processes are the most popular models for high-impact spatial...
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02/14/2022
Joint Modeling and Prediction of Massive Spatio-Temporal Wildfire Count and Burnt Area Data with the INLA-SPDE Approach
This paper describes the methodology used by the team RedSea in the data...
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02/28/2021
Exact Simulation of Max-Infinitely Divisible Processes
Max-infinitely divisible (max-id) processes play a central role in extre...
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06/02/2020