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.

書目詳細資料
主要作者: Evans, R
格式: Journal article
語言:English
出版: Mathematical Sciences Publishers 2023