Latent free equivalent mDAGs

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 nontrivial inequality constraints.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Evans, R
Μορφή: Journal article
Γλώσσα:English
Έκδοση: Mathematical Sciences Publishers 2023