Methods for Causal Inference.

Catalog description

Introduction to causal inference techniques, with an emphasis on applications in Political Science and other Social Sciences. The course adopts a design-based perspective, clearly differentiating between identification assumptions which guide the treatment assignment process and the probabilistic models that generate outcomes. After defining frameworks based on potential outcomes and causal graphs, we focus on techniques for designing and analyzing experimental and observational studies.