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.

書誌詳細
第一著者: Evans, R
フォーマット: Journal article
言語:English
出版事項: Mathematical Sciences Publishers 2023