21 февр. 2017 г. · This paper proposes a generalized synthetic control (GSC) method that links the two approaches and unifies the synthetic control method with ...

25 мар. 2015 г. · It imputes counterfactuals for each treated unit using control group information based on a linear interactive fixed effect model that incorporates unit- ...

21 февр. 2017 г. · Generalized synthetic control techniques can use data from control groups to impute counterfactual outcomes for every treatment unit to estimate ...

14 мая 2021 г. · It imputes counterfactuals for each treated unit in post-treatment periods using control group information based on a linear interactive fixed effect model.

Generalized Synthetic Control Method: Causal Inference with Interactive Fixed Effects Models - Volume 25 Issue 1.

Difference-in-differences (DID) is commonly used for causal inference in time-series cross-sectional data. It requires the assumption that the average ...

6 авг. 2021 г. · Description Provides causal inference with interactive fixed-effect models. It imputes counterfactu- als for each treated unit using control ...

This paper attempts to deal with this problem systematically. It proposes a method that estimates the average treatment effect on the treated using time-series ...

Second, it generalizes the synthetic control method to the case of multiple treated units and variable treatment periods, and improves efficiency and ...

Second, it generalizes the synthetic control method to the case of multiple treated units and variable treatment periods, and improves efficiency and ...