Causal Inference Methods in Epidemiologic Research

Catalog description

The course will give an overview of the framework for causal inference and its application in epidemiologic research. This course will first familiarize students with causal inference frameworks, including the concept of causal diagrams and counterfactual theory. Then, the course will describe methods for estimating causal effects under a time-fixed exposure or treatment. By the end of the course, students will be able to articulate well-defined causal questions, describe conditions sufficient for identifying causal effects, and apply appropriate data analyses for estimating causal effects in epidemiologic studies.