Separation-based causal discovery for extremes

Junshu Jiang, Jordan Richards, Raphaël Huser +1

Structural causal models (SCMs), with an underlying directed acyclic graph (DAG), provide a powerful analytical framework to describe the interaction mechanisms in large-scale comp…