Choosing DAG Models Using Markov and Minimal Edge Count in the Absence of Ground Truth

Joseph D. Ramsey, Bryan Andrews, Peter Spirtes

We give a novel nonparametric pointwise consistent statistical test (the Markov Checker) of the Markov condition for directed acyclic graph (DAG) or completed partially directed ac…