Machine Learning, Causal Inference, Data Science, Time Series Analysis, Statistics.
so that they are equivalent in every other respect. We can then send the new request via one of those two ad slots and the original one via the other and thereby essentially run an A/B test. Synthetic control method Even if there is no single ad slot that makes for a good control group, some are