PUBLICATIONS

1. "Causal inference with noncompliance and unknown interference" with Tadao Hoshino
   Forthcoming in Journal of the American Statistical Association.
   arXiv | CRAN | R package | Summary | Summary (Japanese)
   
   

2. "Treatment effect models with strategic interaction in treatment decisions" with Tadao Hoshino
   Journal of Econometrics, 236(2), 2023.
   arXiv | Supplement
   
   

3. "Estimating marginal treatment effects under unobserved group heterogeneity" with Tadao Hoshino
   Journal of Causal Inference, 10(1), 197-216, 2022.
   arXiv
   
   

4. "Kernel estimation for panel data with heterogeneous dynamics" with Ryo Okui
   The Econometrics Journal, 23(1), 156–175, 2020.
   arXiv | CRAN | R package | Stata package | Summary
   
   

5. "Panel data analysis with heterogeneous dynamics" with Ryo Okui
   Journal of Econometrics, 212(2), 451-475, 2019.
   arXiv | CRAN | R package | Stata package | Summary | Supplement
   
   

6. "Inference on local average treatment effects for misclassified treatment"
   Econometric Reviews, 38(8), 938-960, 2019.
   arXiv | R package | Supplement

PREPRINTS

1. "Randomization Test for the Specification of Interference Structure" with Tadao Hoshino
   Dec. 2023. Submitted.
   arXiv | R package
   
   

2. "Doubly Robust Uniform Confidence Bands for Group-Time Conditional Average Treatment Effects in Difference-in-Differences" with Shunsuke Imai and Lei Qin
   Nov. 2023. Revision requested at Journal of Business & Economic Statistics.
   arXiv | R package
   
   

3. "An Effective Treatment Approach to Difference-in-Differences with General Treatment Patterns"
   May 2023.
   arXiv | R package | Summary | Slides
   
   

4. "Regression Discontinuity Designs with Nonclassical Measurement Errors"
   Nov. 2017.
   SSRN
   
   

5. "The Effect of Measurement Error in the Sharp Regression Discontinuity Design"
   Dec. 2014.
   WP