7 Causal Graphical Approach

Module 7 Slides

Textbook reading

Hernán, M.A., Robins, J.M. (2020) “What If?” - Chapter 6

Pearl, J. (2009) “Causality: Models, Reasoning, and Inference” - Chapters 2, 3

Peters, J., Janzing, D., Schölkopf, B. (2017) “Elements of Causal Inference” - Chapter 4

Additional Readings

Cinelli, C., Forney, A., Pearl, J. (2022) “A Crash Course in Good and Bad Controls”

Imbens, G.W. (2020) “Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics”