counterfactuals and causal inference methods and

erence The Causal Model Frameworks Structural Causal Models (SCMs) Proposed by Jude Pearl, SCMs use directed acyclic graphs (DAGs) to encode causal relationships among variables. They facilitate reasoning about interventions and count