Search Results - "Pouliot, Guillaume A."

Combining Matching and Synthetic Control to Tradeoff Biases From Extrapolation and Interpolation by Kellogg, Maxwell, Mogstad, Magne, Pouliot, Guillaume A., Torgovitsky, Alexander

“…The synthetic control (SC) method is widely used in comparative case studies to adjust for differences in pretreatment characteristics. SC limits extrapolation…”
Get full text

Combining Matching and Synthetic Control to Trade off Biases from Extrapolation and Interpolation by Kellogg, Maxwell, Mogstad, Magne, Pouliot, Guillaume A, Torgovitsky, Alexander

“…The synthetic control (SC) method is widely used in comparative case studies to adjust for differences in pre-treatment characteristics. SC limits…”
Get full text

Adversarial Inference Is Efficient by Kaji, Tetsuya, Manresa, Elena, Pouliot, Guillaume A.

“…We study properties of the adversarial framework, introduced in Kaji, Manresa and Pouliot (2020). We show that the adversarial inference with an oracle…”
Get full text

Inference for Support Vector Regression under ℓ 1 Regularization by Bai, Yuehao, Ho, Hung, Pouliot, Guillaume A., Shea, Joshua

“…We provide large-sample distribution theory for support vector regression (SVR) with l1-norm along with error bars for the SVR regression coefficients…”
Get full text

Inference for Support Vector Regression under ℓ1 Regularization by Bai, Yuehao, Ho, Hung, Pouliot, Guillaume A., Shea, Joshua

“…We provide large-sample distribution theory for support vector regression (SVR) with ℓ1-norm along with error bars for the SVR regression coefficients…”
Get full text

Group Shapley Value and Counterfactual Simulations in a Structural Model by Kwon, Yongchan, Lee, Sokbae, Pouliot, Guillaume A

“…We propose a variant of the Shapley value, the group Shapley value, to interpret counterfactual simulations in structural economic models by quantifying the…”
Get full text