Quasi Experiment, Experimentation, Synthetic Control, Causal Inference, Data Science.
pre_intervention_period) sc.fit() # Predict the counterfactual for the treated unit counterfactual = sc.predict(post_intervention_period) # Calculate the treatment effect treatment_effect = data.loc[0, post_intervention_period] - counterfactual print("Treatment Effect:", treatment_effect)