Research
Publications
''Partial Identification and Inference in Duration Models with Endogenous Censoring,'' Journal of Applied Econometrics (2024), 39: 308-326.
''Estimation of Average Treatment Effects Using Panel Data when Treatment Effects Are Heterogeneous by Unobserved Fixed Effects,'' Journal of Applied Econometrics (2020), 35: 315-327 (Appendix).
''Estimation of Time-varying Average Treatment Effects Using Panel Data when Unobserved Fixed Effects Affect Potential Outcomes Differently,'' Economics Letters (2016), 146: 82-84 (Appendix).
Working Papers
''Dynamic Targeting: Experimental Evidence from Energy Rebate Programs,'' (with Takanori Ida, Takunori Ishihara, Koichiro Ito, Daido Kido, Toru Kitagawa, and Shusaku Sasaki), June 2024.
''Robust Learning for Optimal Dynamic Treatment Regimes with Observational Data,'' April 2024
''Collaborative knowledge exchange promotes innovation,'' (with Tomoya Mori and Jonathan Newton), October 2022.
''Choosing Who Chooses: Selection-Driven Targeting in Energy Rebate Programs,'' (with Takanori Ida, Takunori Ishihara, Koichiro Ito, Daido Kido, Toru Kitagawa, and Shusaku Sasaki), September 2022. Revision requested at Econometrica.
''Estimation of Optimal Dynamic Treatment Assignment Rules under Policy Constraints,'' July 2021. Revision requested at Quantitative Economics.
''Constrained Classification and Policy Learning,'' (with Toru Kitagawa and Aleksey Tetenov ), June 2021.
''Creation of Knowledge through Exchanges of Knowledge: Evidence from Japanese Patent Data,'' (with Tomoya Mori), August 2020.
Work in Progress
Multiclass Constrained Classification and Policy Learning (with Toru Kitagawa and Aleksey Tetenov).
Salvaging Failed Regression Discontinuity Designs (with Takuya Ishihara & Masayuki Sawada).
Bayesian Synthetic Control Methods with Spillover Effects (with Hayato Tagawa)