Machine Learning, Causal Inference, Data Science, Time Series Analysis, Statistics.
Advertising and the ad tech world, let’s review the motivation behind synthetic controls and how they relate to other approaches. Why use synthetic controls? The gold standard in causal inference is the randomized control trial (RCT) — also referred to as online experiments or A/B tests — where a