Acyclic linear SEMs obey the nested Markov property

The conditional independence structure induced on the observed marginal distribution by a hidden variable directed acyclic graph (DAG) may be represented by a graphical model represented by mixed graphs called maximal ancestral graphs (MAGs). This model has a number of desirable properties, in parti...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Shpitser, I, Evans, R, Richardson, T
التنسيق: Conference item
منشور في: AUAI Press 2018