Machine Learning, Causal Inference, Data Science, Time Series Analysis, Statistics.
intervention is applied, the difference must be due to the intervention. In other words, the main idea of the synthetic control method is that even if there is not one “good enough” control unit, as long as we have some similar units, we can learn from a synthetic control group that is better than