D-separation for applied researchers: understanding how to interpret directed acyclic graphs

Fernando Pires Hartwig, Timothy Feeney, Neil Davies

The assumed causal relationships depicted in a DAG are interpreted using a set of rules called D-separation rules. Although these rules can be implemented automatically using stand…