The Case for Time in Causal DAGs

Alexander G. Reisach, Alberto Suárez, Sebastian Weichwald +1

We make the case for incorporating a notion of time into causal directed acyclic graphs (DAGs). We demonstrate that nontemporal causal DAGs are ambiguous and obstruct justification…