Cyclic functional causal models beyond unique solvability with a graph separation theorem

Carla Ferradini, Victor Gitton, V. Vilasini

Functional causal models (fCMs) specify functional dependencies between random variables associated to the vertices of a graph. In directed acyclic graphs (DAGs), fCMs are well-und…