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stat.AP2023
Identifying regions of concomitant compound precipitation and wind speed extremes over Europe
Alexis Boulin, Elena Di Bernardino, Thomas Laloë +1
The task of simplifying the complex spatio-temporal variables associated with climate modeling is of utmost importance and comes with significant challenges. In this research, our…
math.ST2023
High-dimensional variable clustering based on maxima of a weakly dependent random process
Alexis Boulin, Elena Di Bernardino, Thomas Laloë +1
We propose a new class of models for variable clustering called Asymptotic Independent block (AI-block) models, which defines population-level clusters based on the independence of…