Data Science, Causal Inference, Causality, Econometrics, Impact.
group. The synth algorithm predicts the counter-factual by assigning weights to the regressors in the control groups which helps identify individual regressors and their influence in prediction. Ultimately, the true causal impact is the difference in GDP between actual GDP and the counter-factual