Tiandong Wang

Structural Causal Models for Extremes: an Approach Based on Exponent Measures

2025 · ArXiv.org

We introduce a new formulation of structural causal models for extremes, called the extremal structural causal model (eSCM). Unlike conventional structural causal models, where randomness is governed by a probability distribution, eSCMs use an exponent …