Causal Effect Identification in Acyclic Directed Mixed Graphs and Gated Models

Jose M. Peña, Marcus Bendtsen

We introduce a new family of graphical models that consists of graphs with possibly directed, undirected and bidirected edges but without directed cycles. We show that these models…