Shapley-PC: Constraint-based Causal Structure Learning with a Shapley Inspired Framework

Fabrizio Russo, Francesca Toni

Causal Structure Learning (CSL), also referred to as causal discovery, amounts to extracting causal relations among variables in data. CSL enables the estimation of causal effects…