Search Results for author: Xavier D'Haultfoeuille

Found 7 papers, 2 papers with code

Identification and Estimation of Average Marginal Effects in Fixed Effects Logit Models

1 code implementation3 May 2021 Laurent Davezies, Xavier D'Haultfoeuille, Louise Laage

Relating the identified set of the AME to an extremal moment problem, we first show how to obtain sharp bounds on the AME straightforwardly, without any optimization.

Nonparametric Difference-in-Differences in Repeated Cross-Sections with Continuous Treatments

no code implementations29 Apr 2021 Xavier D'Haultfoeuille, Stefan Hoderlein, Yuya Sasaki

Under our conditions, the time trend can be identified using a control group, as in the binary difference-in-differences literature.

Difference-in-Differences Estimators of Intertemporal Treatment Effects

no code implementations8 Jul 2020 Clément de Chaisemartin, Xavier D'Haultfoeuille

We study treatment-effect estimation, with a panel where groups may experience multiple changes of their treatment dose.

An alternative to synthetic control for models with many covariates under sparsity

2 code implementations25 May 2020 Marianne Bléhaut, Xavier D'Haultfoeuille, Jérémy L'Hour, Alexandre B. Tsybakov

The synthetic control method is a an econometric tool to evaluate causal effects when only one unit is treated.

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