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econ.EM2022
Spatial Econometrics for Misaligned Data
Guillaume Allaire Pouliot
We produce methodology for regression analysis when the geographic locations of the independent and dependent variables do not coincide, in which case we speak of misaligned data.…
econ.EM2022
Degrees of Freedom and Information Criteria for the Synthetic Control Method
Guillaume Allaire Pouliot, Zhen Xie, Ziyi Liu
We provide an analytical characterization of the model flexibility of the synthetic control method (SCM) in the familiar form of degrees of freedom. We obtain estimable information…
econ.EM2020★ 26 cited
An Adversarial Approach to Structural Estimation
Tetsuya Kaji, Elena Manresa, Guillaume Pouliot
We propose a new simulation-based estimation method, adversarial estimation, for structural models. The estimator is formulated as the solution to a minimax problem between a gener…