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Theory for Identification and Inference with Synthetic Controls: A Proximal Causal Inference Framework

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Synthetic control (SC) methods are commonly used to estimate the treatment effect on a single treated unit in panel data settings. An SC is a weighted average of control units built to match the treated unit, with weights typically estimated by regressing pret... ...