Causal Inference: Econometric Models vs. A/B Testing

Observational Study, Experimental Study, Regression Model, Instrumental Variable, Difference-in-difference Model, Parametric Test and Non-Parametric Test

Photo by Bannon Morrissy on Unsplash

As data science practitioners, we’ve been asked a lot that “Does X drive Y?” Y is the outcome that we care about. X…