Practical Algorithms for Orientations of Partially Directed Graphical Models

Malte Luttermann, Marcel Wienöbst, Maciej Liskiewicz

Abstract: In observational studies, the true causal model is typically unknown and needs to be estimated from available observational and limited experimental data. In such cases, the learned causal model is...