Research

Working papers

1. Continuous Time Asymptotic Representations for Adaptive Experiments

2. Empirical Bayes for Compound Adaptive Experiments

with Jiaying Gu & Junfan Tao

3. Toward Improving Dynamic Economic Policy Decisions with Artificial Intelligence

with Friedrich Geiecke & Claudio Schilter

• Link to code here 

4. Heterogeneity and Endogenous Compliance: Implications for Scaling Class Size Interventions

with Francesco Agostinelli & Emilio Borghesan

5. Unobserved Heterogeneity, Grouped Random Effects and the EAMP Algorithm

6. Bootstrap Inference for Propensity Score Matching

Publications

1. Optimal Tests Following Sequential Experiments

Accepted, Journal of Political Economy

• Replication package and code

2. Risk and Optimal Policies in Bandit Experiments

Econometrica, 2025

• Presentation at Chamberlain seminar

• Replication package and code

3. How to Sample and When to Stop Sampling: The Generalized Wald Problem and Minimax Policies

Review of Economic Studies, 2025

• Replication package and code 

4. Temporal-Difference Estimation of Dynamic Discrete Choice Models

with Dita Eckardt

Review of Economic Studies, 2025

• Python code; many thanks to Kohei Kawaguchi for sharing

• Supplementary material (provides more details on the derivation of the locally robust moment)

5. Reweighted Non-Parametric Likelihood Inference for Linear Functionals

with Taisuke Otsu & Chen Qiu

Electronic Journal of Statistics, 2023

6. Inference on Distribution Functions under Measurement Error

with Daisuke Kurisu, Taisuke Otsu & Yoon-Jae Whang, 

Journal of Econometrics, 2020

7. Nonparametric Instrumental Regression with Errors In Variables

with Taisuke Otsu, 

Econometric Theory, 2018

8. Empirical Likelihood for Random Sets

with Taisuke Otsu

Journal of the American Statistical Association, 2017

Notes

Treatment effect estimation in high dimensions without sparsity or collinearity conditions

May, 2017