Panel Data and Difference-in-Differences

Catalog description

How to control for endogeneity through the analysis of panel data. We begin with fixed (and random) effects models. We then treat approaches developed for experimental settings difference-in-differences and synthetic controls. These two approaches are examples of matrix completion problems and we discuss the appropriate completion methods in light of the underlying norm, or loss function.