26 citations · 29 across the 4 of their papers we have counts for
5 papers
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.…
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…
The Black Market for Beijing License Plates
Øystein Daljord, Guillaume Pouliot, Junji Xiao +1
Black markets can reduce the effects of distortionary regulations by reallocating scarce resources toward consumers who value them most. The illegal nature of black markets, howeve…
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…
The Maximum Likelihood Threshold of a Path Diagram
Mathias Drton, Christopher Fox, Andreas Käufl +1
Linear structural equation models postulate noisy linear relationships between variables of interest. Each model corresponds to a path diagram, which is a mixed graph with directed…