Data Science, Causal Inference, Causality, Econometrics, Impact.
actual causal estimate would be the difference in the actual trend vs. the counter-factual trend of the treated group that we predicted. Causal Impact uses Bayesian structural time-series models to explain the temporal evolution of an observed outcome. Essentially, Causal Impact methodology is very