Data Science Research Methods: Differences-in-differences estimation

In this video, I provide an introduction into differences-in-differences estimation. I discuss the key assumption we need to make for this and how we can provide empirical support for it. Besides, I discuss dynamic treatment effects, the synthetic control method, and how one can use big data instead of a control group.