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…