Affiliation : First-year Ph.D Student, Graduate School of Economics, Kyoto University
Research Field : Econometrics and Statistics
Email : imai.shunsuke.57n [ at ] st.kyoto-u.ac.jp
Advisors : Yoshihiko Nishiyama and Takahide Yanagi
Education
April 2018 - March 2022, BA in Economics, Faculty of Economics, Kyoto University
April 2022 - March 2024, MA in Economics, Graduate School of Economics, Kyoto University
April 2024 - , Ph. D Student in Economics, Graduate School of Economics, Kyoto University
Publication
Fully Data-driven Normalized and Exponentiated Kernel Density Estimator with Hyvärinen Score. S. Imai, T. Koriyama, S. Yonekura, S. Sugasawa, Y. Nishiyama. arXiv: 2212.00984. February. 2024. Accepted to Journal of Business and Economic Statistics.
Working Paper
Kernel Choice Matters for Boundary Inference using Local Polynomial Density: With Application to Manipulation Testing. S. Imai, Y. Okamoto. arXiv: 2306.07619. March. 2024. Submitted.
Doubly Robust Uniform Confidence Bands for Group-Time Conditional Average Treatment Effects in Difference-in-Differences. [R Package] S. Imai, L. Qin, T. Yanagi. arXiv: 2305.02185. November. 2023. Revision Requested by Journal of Business and Economic Statistics.
Higher-Order Asymptotic Properties of Kernel Density Estimator with Global Plug-In and Its Accompanying Pilot Bandwidth. S. Imai, Y.Nishiyama. arXiv: 2210.01411. October. 2022.
Award
2024.3. Master's Thesis Award, Graduate School of Economics, Kyoto University
2023.1. Best Presentation Award, Kansai Econometrics Meeting
2022.3. Bachelor's Thesis Award, Faculty of Economics, Kyoto University
2022.1. Excellent Presentation Award, Kansai Econometrics Meeting
Employment
April, 2024 - , Research Fellow (DC1), Japan Society for the Promotion of Science