Causal inference from observational data is a key task of epidemiology. This course presents the concepts underlying causal theory and then shows how epidemiologic methods can be understood within this framework. Epidemiologic concepts such as confounding, overall effects, and bias will be formally defined within the context of counterfactual theory.