Empirical Strategies for Policy Research II

Catalog description

This course is the second of a two-course sequence. Both PUBPOL 6090 and this course are, for the most part, targeted at students looking to do empirical research into the effects of some X on some Y. Both courses require students to complete problem sets that involve hands-on exercises - some based on real data and some using Monte Carlo simulations. The hope is that this learning by doing will reinforce what is taught in class. Usually, the first course covers core methods, specifically regression adjustment, matching and instrumental variables. This second course covers additional topics in matching (we will touch on machine learning methods in the process), regression discontinuity designs, panel data methods, and mediation analysis.