Search Results for author: Tetsuya Kaji

Found 3 papers, 0 papers with code

Assessing Heterogeneity of Treatment Effects

no code implementations26 Jun 2023 Tetsuya Kaji, JIANFEI CAO

Treatment effect heterogeneity is of major interest in economics, but its assessment is often hindered by the fundamental lack of identification of the individual treatment effects.

counterfactual

Approximate Bayesian Computation via Classification

no code implementations22 Nov 2021 Yuexi Wang, Tetsuya Kaji, Veronika Ročková

We demonstrate the usefulness of our approach on simulated examples as well as real data in the context of stock volatility estimation.

Classification Contrastive Learning

An Adversarial Approach to Structural Estimation

no code implementations13 Jul 2020 Tetsuya Kaji, Elena Manresa, Guillaume Pouliot

We propose a new simulation-based estimation method, adversarial estimation, for structural models.

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