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Why Synthetic Control and Interrupted Time Series are the professional standards for causal inference without controls. Learn the technical necessity of counterfactual forecasting to avoid biased results. This guide ensures your research is mathematically sound, providing a reliable and authoritative view of intervention impacts for every project.