causal_networkx.algorithms.is_markov_equivalent#
- causal_networkx.algorithms.is_markov_equivalent(graph, other_graph)[source]#
Check markov equivalence of two graphs.
For DAGs, two graphs are Markov equivalent iff. they have the same skeleton and same v-structures.
For ADMGs, two graphs are Markov equivalent iff. they are MEC in the DAG-sense and if whenever there is the same discriminating path for some node in both graphs, the node is a collider on that path in one graph iff. it is a collider on that path in the other graph.