Publications

Imai, S., Qin, L., & Yanagi, T. (2025). Doubly robust uniform confidence bands for group-time conditional average treatment effects in difference-in-differences. Accepted for publication in Journal of Business & Economic Statistics. 
(arXiv)  (R package)

Hoshino, T., & Yanagi, T. (2024). Causal inference with noncompliance and unknown interference. Journal of the American Statistical Association, 119(548), 2869-2880. 
(arXiv)  (R package)

Hoshino, T., & Yanagi, T. (2023). Treatment effect models with strategic interaction in treatment decisions. Journal of Econometrics, 236(2), 105495. 
(arXiv)

Hoshino, T., & Yanagi, T. (2022). Estimating marginal treatment effects under unobserved group heterogeneity. Journal of Causal Inference, 10(1), 197-216.
(arXiv) 

Okui, R., & Yanagi, T. (2020). Kernel estimation for panel data with heterogeneous dynamics. The Econometrics Journal, 23(1), 156-175.
(arXiv)  (R package)  (Stata package) 

Okui, R., & Yanagi, T. (2019). Panel data analysis with heterogeneous dynamics. Journal of Econometrics, 212(2), 451-475.
(arXiv)  (R package)  (Stata package)

Yanagi, T. (2019). Inference on local average treatment effects for misclassified treatment. Econometric Reviews, 38(8), 938-960.
(arXiv)  (R package)