Heavy-tailed max-linear structural equation models in networks with hidden nodes

Mario Krali, Anthony C. Davison, Claudia Klüppelberg

Recursive max-linear vectors provide models for causal dependence between large values of random variables that are supported on directed acyclic graphs, but the standard assumptio…