Manuele Leonelli

Context-Specific Causal Discovery for Categorical Data Using Staged Trees

Causal discovery algorithms aim at untangling complex causal relationships from data. Here, we study causal discovery and inference methods based on staged tree models, which can represent complex and asymmetric causal relationships between categorical variables. We provide a first graphical represe…