Latent free equivalent mDAGs
Robin J. Evans · Algebraic Statistics · 2023
We show that the marginal model for a discrete directed acyclic graph (DAG) with hidden variables is distributionally equivalent to another fully observable DAG model if and only if it does not induce any non-trivial inequality constraints.