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Charles Assaad, IPLESP, Causal inference using DAGs and SCGs
Charles Assaad, IPLESP, Causal inference using DAGs and SCGs
Abstract: Structural Causal Models (SCMs) offer a powerful framework for understanding and reasoning about causal relationships, particularly in the context of total effects. In this presentation, we will explore a range of established tools for identifying total effects using fully specified Directed Acyclic Graphs (DAGs) derived from SCMs. These tools will be illustrated through two […]