I am an Associate Professor of Economics at Kyoto University.
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- Randomization tests for SUTVA and several hypotheses about spillover effects
- Hoshino and Yanagi (2023) "Randomization Test for the Specification of Interference Structure" arXiv
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- Inference on direct, indirect, and overall treatment effects under noncompliance and network interference of unknown form.
- Hoshino and Yanagi (2023) "Causal inference with noncompliance and unknown interference" Journal of the American Statistical Association
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- Treatment effect heterogeneity in staggered difference-in-differences.
- Imai, Qin, and Yanagi (2023) "Doubly Robust Uniform Confidence Bands for Group-Time Conditional Average Treatment Effects in Difference-in-Differences" arXiv
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- Difference-in-differences with general treatment patterns using the concept of effective treatment.
- Yanagi (2023) "An Effective Treatment Approach to Difference-in-Differences with General Treatment Patterns" arXiv
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- Model-free inference on the degree of heterogeneity across cross-sectional units in panel data.
- Okui and Yanagi (2019) "Panel data analysis with heterogeneous dynamics" Journal of Econometrics
- Okui and Yanagi (2020) "Kernel estimation for panel data with heterogeneous dynamics" The Econometrics Journal
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- GMM inference on LATE when the binary treatment may contain measurement error.
- Yanagi (2019) "Inference on local average treatment effects for misclassified treatment" Econometric Reviews