Dynamical systems theory for causal inference with application to synthetic control methods

27 Aug 2018 Yi Ding Panos Toulis

To estimate treatment effects in panel data, suitable control units need to be selected to generate counterfactual outcomes. To guard against cherry-picking of potential controls, which is an important concern in practice, we leverage results from dynamical systems theory... (read more)

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