Research
Forthcoming and Published Papers
Published in 2026–2030
- Conditional Randomization Tests for the Specification of Interference Structure, with Takahide Yanagi.
Published in 2021–2025
- Exploring Practical Treatment Assignment Rules for Place-Based Policies: A Japanese Case Study, with Shota Fujishima and Shinya Sugawara.
- Journal of Regional Science, 2025, 65, 1353–1378. [paper]
- Causal Inference with Noncompliance and Unknown Interference, with Takahide Yanagi.
- Estimating a Continuous Treatment Model with Spillovers: A Control Function Approach.
- Treatment Effect Models with Strategic Interaction in Treatment Decisions, with Takahide Yanagi.
- Estimating Marginal Treatment Effects under Unobserved Group Heterogeneity, with Takahide Yanagi.
- A Pairwise Strategic Network Formation Model with Group Heterogeneity: With an Application to International Travel.
- Sieve IV Estimation of Cross-Sectional Interaction Models with Nonparametric Endogenous Effect.
Published in 2016–2020
- Accounting for Heterogeneity in Network Formation Behavior: An Application to Vietnamese SMEs, with Daichi Shimamoto and Yasuyuki Todo.
- Oxford Bulletin of Economics & Statistics, 2020, 82, 1042–1067. [paper]
- Semiparametric Estimation of Censored Spatial Autoregressive Models.
- Econometric Theory, 2020, 36, 48–85. [paper]
- Two-Step Estimation of Incomplete Information Social Interaction Models with Sample Selection.
- Journal of Business & Economic Statistics, 2019, 37, 598–612. [paper]
- Semiparametric Spatial Autoregressive Models with Endogenous Regressors: With an Application to Crime Data.
- Economic Valuation of Environmental Quality Using Property Auctions Data: A Structural Estimation Approach, with Hayato Nakanishi.
- Land Economics, 2016, 92, 703–717. [paper]
- A shorter Japanese version of this paper is available in 住宅土地経済 2018, 春季号, 16–22.
- This paper won the Young Achievement Award at the SEEPS annual conference 2018.
- Sieve Instrumental Variable Quantile Regression Estimation of Functional Coefficient Models, with Liangjun Su.
- Journal of Econometrics, 2016, 191, 231–254. [paper]
Published in 2010–2015
- The Effect of Seismic Hazard Risk Information on Property Prices: Evidence from a Spatial Regression Discontinuity Design, with Noboru Hidano and Ayako Sugiura.
- Regional Science & Urban Economics, 2015, 53, 113–122. [paper]
- Quantile Regression Estimation of Partially Linear Additive Models.
- Estimation of the Preference Heterogeneity within Stated Choice Data Using Semiparametric Varying-Coefficient Methods.
- Empirical Economics, 2013, 45, 1129–1148. [paper]
- Partial Identification in Binary Response Models with Nonignorable Nonresponses.
- Econometric Analysis Using Semiparametric Functional Coefficient Methods.
- Ph.D. Dissertation, 2012, the Tokyo Institute of Technology.
- Estimation and Analysis of Preference Heterogeneity in Residential Choice Behaviour.
- Urban Studies, 2011, 48, 363–382. [paper]
- This paper is based on my MSc Research Paper submitted to the London School of Economics.
- Measuring the Benefits of Neighborhood Park Amenities: Application and Comparison of Spatial Hedonic Approaches, with Koichi Kuriyama.
- Environmental & Resource Economics, 2010, 45, 429–444. [paper]
Submitted Papers / Working Papers / Work in Progress
Network Autoregressive Models for Functional Panel Data, with Tomohiro Ando. [arXiv]
- Under revision for resubmission to Journal of Econometrics.
Estimating Dyadic Treatment Effects with Unknown Confounders, with Takahide Yanagi. [arXiv]
- Under revision for resubmission to Biometrika.
Evaluating Policy Effects under Network Interference without Network Information: A Transfer Learning Approach. [arXiv]
Quantile Vector Autoregression without Crossing, with Tomohiro Ando and Ruey Tsay. [arXiv]
Network-Adjusted GMM Estimation under Network Uncertainty.
Unpublished Papers and Other Writings
- Functional Spatial Autoregressive Models. [arXiv]
- Last updated: 2024/10/1.
- Causal Interpretation of Linear Social Interaction Models with Endogenous Networks. [arXiv]
- Last updated: 2023/10/20.
- Toyo Keizai Online 2022/01/14. [article]
- This is an online article written for a Japanese magazine.
- Heterogeneous Treatment Effects of Place-based Policies: Which Cities Should be Targeted?, with Shota Fujishima and Shinya Sugawara.
- RIETI Discussion Paper Series 20-E-036. [paper]
- This paper has been completely revised as a new paper: Fujishima, Hoshino, and Sugawara (2025), Journal of Regional Science.
Presentations (2010–)
International Conferences
- International Symposium on Econometric Theory and Applications, Tokyo, Japan. [06/2026]
- Econometric Society Australasian Meeting, Melbourne, Australia. [12/2024]
- International Conference on Econometrics and Statistics, Tokyo, Japan. [8/2023]
- World Conference of the Spatial Econometrics Association, Warsaw, Poland. [6/2022]
- International Conference on Econometrics and Statistics, Kyoto, Japan. [6/2022]
- World Conference of the Spatial Econometrics Association, Pittsburgh, USA. [11/2019]
- International Association for Applied Econometrics, Cyprus. [06/2019]
- International Symposium on Econometric Theory and Applications, Osaka, Japan. [06/2019]
- Asian Meeting of the Econometric Society, Hong Kong. [06/2017]
- European Meeting of the Econometric Society, Geneva, Switzerland. [08/2016]
- International Association for Applied Econometrics, Thessaloniki, Greece. [06/2015]
- European Meeting of the Econometric Society, Gothenburg, Sweden. [08/2013]
- Australasian Meeting of the Econometric Society, Melbourne, Australia. [07/2012]
- Asian Meeting of the Econometric Society, Seoul, South Korea. [08/2011]
- World Conference of the Spatial Econometrics Association, Toulouse, France. [07/2011]
- World Congress of the Econometric Society, Shanghai, China. [08/2010]
- World Congress of Environmental and Resource Economists, Montreal, Canada. [07/2010]
Invited Seminars
2026: Kyoto University; Singapore Management University; Nanyang Technological University. 2025: Keio University; Macquarie University; The University of Melbourne; National Taiwan University; National Cheng Kung University. 2024: Tohoku University. 2023: Xiamen University. 2022: Tokyo University; Kwansei Gakuin University; Keio University. 2021: Japanese Joint Statistical Meeting. 2020: Seoul National University. 2018: Kyoto University. 2017: Chinese University of Hong Kong; Waseda University; Housing Research and Advancement Foundation of Japan. 2016: Waseda University. 2015: Keio University; Tokyo University; Kwansei Gakuin University. 2014: Tokyo University of Science. 2013: Tsukuba University; Kobe University. 2012: Waseda University. 2011: Singapore Management University; Waseda University. 2010: Nagoya University.
Grants
- Grant-in-Aid for Scientific Research (C): Japan Society for the Promotion of Science, 2026–2030.
- Fund for the Promotion of Joint International Research: Japan Society for the Promotion of Science, 2024–2025.
- Grant-in-Aid for Scientific Research (C): Japan Society for the Promotion of Science, 2020–2024.
- Grant-in-Aid for Young Scientists (B): Japan Society for the Promotion of Science, 2015–2019.
- Waseda University Grant for Special Research Projects: Waseda University, 2014.
- Grant-in-Aid for JSPS Fellows (PD): Japan Society for the Promotion of Science, 2012–2014.
- Econometric Society Travel Grant: Asian Meeting of the Econometric Society, 2011.
- Grant-in-Aid for JSPS Fellows (DC2): Japan Society for the Promotion of Science, 2010–2012.