Acyclic Directed Mixed Graph

Generalisation of a Causal DAG with both directed edges (direct causal influence) and bidirected edges (correlated unobserved confounders). The graph structure of a Semi-Markovian Causal Model; setting for the ID Algorithm and for c-Component decomposition.