本田 朋史 ホンダ トモヒト
専攻:一橋大学 社会科学高等研究院 特任准教授
本田 朋史 ホンダ トモヒト
専攻:一橋大学 社会科学高等研究院 特任准教授
専門分野
企業金融・不動産
主な著書・論文
- Honda, T. (2023). The effects of credit lines on cash holdings and capital investment: evidence from Japan. Journal of the Japanese and International Economies, 67, 101241.
- Honda, T., & Uesugi, I. (2022). COVID-19 and precautionary corporate cash holdings: Evidence from Japan. Japanese Journal of Monetary and Financial Economics, 10, 19-43.
村上 大輔 ムラカミ ダイスケ
専攻:一橋大学 社会科学高等研究院 特任准教授
村上 大輔 ムラカミ ダイスケ
専攻:一橋大学 社会科学高等研究院 特任准教授
専門分野
空間統計学、時空間モデリング、都市・環境分析
主な著書・論文
- 村上大輔 (2022) 「Rではじめる地理空間データの統計解析入門」, 講談社サイエンティフィック.
- Murakami, D., Griffith, D.A. (2019) Spatially varying coefficient modeling for large dataset: Eliminating N from spatial regressions. Spatial Statistics. 30, 39-64.
- Murakami, D., Yamagata, Y. (2019). Estimation of gridded population and GDP scenarios with spatially explicit statistical downscaling, Sustainability, 11 (7), 2106.
- Murakami, D., Kajita, M., Kajita, S., Matsui, T. (2021) Compositionally-warped additive mixed modeling for a wide variety of non-Gaussian spatial data. Spatial Statistics, 43, 100520.
- Murakami, D., & Griffith, D. A. (2015). Random effects specifications in eigenvector spatial filtering: a simulation study. Journal of Geographical Systems, 17, 311-331.
西 颯人 ニシ ハヤト
専攻:一橋大学 社会科学高等研究院 特任講師
西 颯人 ニシ ハヤト
専攻:一橋大学 社会科学高等研究院 特任講師
専門分野
統計的都市解析、住宅・不動産市場分析、空間統計解析
主な著書・論文
- Hayato Nishi, & Yasushi Asami (2024). “Stochastic gradient geographical weighted regression (sgGWR): Scalable bandwidth optimization for geographically weighted regression”. International Journal of Geographical Information Science, Vol. 38, Issue: 2 pp.354-380, https://doi.org/10.1080/13658816.2023.2285471
- Nasushige Shiode, Shino Shiode, Hayato Nishi, & Kimihiro Hino (2023). “Seasonal characteristics of crime: an empirical investigation of the temporal fluctuation of the different types of crime in London”. Computational Urban Science, 3, 19. https://doi.org/10.1007/s43762-023-00094-x
- Yoshifumi Wada, Yasushi Asami, Kimihiro Hino, Hayato Nishi, Shino Shiode, and Narushige Shiode. (2023). “Road Junction Configurations and the Severity of Traffic Accidents in Japan” Sustainability Vol. 15, Issue. 3: 2722. https://doi.org/10.3390/su15032722
- Hayato Nishi, Yasushi Asami, Hiroki Baba, & Chihiro Shimizu (2023) “Scalable spatiotemporal regression model based on Moran’s eigenvectors”, International Journal of Geographical Information Science. Vol. 37, Issue: 1 pp.162-188, https://doi.org/10.1080/13658816.2022.2100891
- Hayato Nishi, Yasushi Asami, Chihiro Shimizu, (2021) “The illusion of a hedonic price function: Nonparametric interpretable segmentation for hedonic inference”, Journal of Housing Economics, Vol. 52, https://doi.org/10.1016/j.jhe.2021.101764.
- Hayato Nishi, Yasushi Asami, Chihiro Shimizu, (2019) “Housing features and rent: estimating the microstructures of rental housing”, International Journal of Housing Markets and Analysis, Vol. 12 Issue: 2, pp.210-225, https://doi.org/10.1108/IJHMA-09-2018-0067