Distributional Equivalence and Structure Learning for Bow-free Acyclic Path Diagrams

Christopher Nowzohour, Marloes H. Maathuis, Robin J. Evans +1

We consider the problem of structure learning for bow-free acyclic path diagrams (BAPs). BAPs can be viewed as a generalization of linear Gaussian DAG models that allow for certain…