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Why professional model estimation depends on using Interrupted Time Series for causal inference. Learn how to manage Synthetic Control and counterfactual forecasting in this technical manual. Follow these steps to ensure your findings are scientifically sound, accurate, and presented with professional clarity and high structural modeling rigor.