Advanced Quantitative Methods II: Causal Inference

Harvard HKS

Intended as a continuation of API-209, Advanced Quantitative Methods I, this course focuses on developing the theoretical basis and practical application of the most common tools of empirical research. In particular, we will study how and when empirical research can make causal claims. Methods covered include randomized evaluations, instrumental variables, regression discontinuity, and difference-in-differences. Foundations of analysis will be coupled with hands-on examples and assignments…