Rchr
J-GLOBAL ID：202201014883932198
Update date: Nov. 07, 2024
Nishi Hayato
ニシ ハヤト | Nishi Hayato
Affiliation and department：
Job title：
Project Lecturer
Other affiliations (1)：
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The University of Tokyo
Center for Real Estate Innovation
Project Lecturer
Homepage URL (1)：
https://hayato-n.github.io
Research theme for competitive and other funds (4)：
- 2024 - 2029 Methodology to estimate various large-scale spatial regression models
- 2023 - 2028 A study on the time-on-market of rental housing in the Tokyo metropolitan area
- 2023 - 2028 A study on the time-on-market of rental housing in the Tokyo metropolitan area
- 2020 - 2022 The Development and Application of Market Segmentation Methods reflecting spatiotemporal features
Papers (7)：
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Lang Yuan, Kojiro Sho, Sunyong Eom, Hayato Nishi, Daisuke Hasegawa, Han Zhao, Takashi Aoki, Jiarui Zhu, Kaoru Matsuo, Akinobu Masumura. Changes in visitor behaviour across COVID-19 pandemic: Unveiling urban visitation dynamics and non-linear relationships with the built environment using mobile big data. Habitat International. 2024
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Hayato Nishi, Yasushi Asami. Stochastic gradient geographical weighted regression (sgGWR): scalable bandwidth optimization for geographically weighted regression. International Journal of Geographical Information Science. 2023. 1-27
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Shiode, N., Shiode, S., Nishi, H., Hino, K. Seasonal characteristics of crime: an empirical investigation of the temporal fluctuation of the different types of crime in London. Computational Urban Science. 2023. 3. 1
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Wada, Y., Asami, Y., Hino, K., Nishi, H., Shiode, S., Shiode, N. Road Junction Configurations and the Severity of Traffic Accidents in Japan. Sustainability (Switzerland). 2023. 15. 3
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Hayato Nishi, Yasushi Asami, Hiroki Baba, Chihiro Shimizu. Scalable spatiotemporal regression model based on Moran’s eigenvectors. International Journal of Geographical Information Science. 2022. 1-27
ｍore...
MISC (9)：
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Hayato Nishi, Yasushi Asami. Comparative Study of Transit Time on Train and Euclidean Distance as Accessibility Indices in Tokyo. Journal of the City Planning Institute of Japan. 2024. 59. 3. 1179-1185
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Hayato Nishi, Yasushi Asami. Statistical Multi-dimensional Scaling with a Geographical Penalty. New Frontiers in Regional Science: Asian Perspectives. 2024
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Nishi Hayato, Asami Yasushi. The central station in Tokyo 23 wards for land transaction prices: Selection of the central station for hedonic analysis. Journal of the City Planning Institute of Japan. 2023. 58. 3. 501-507
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西 颯人. 不動産ファイナンス・不動産経済学のフロンティア(第4回)立地と時点による不均一性を考慮した不動産価格モデルとその高速な計算法. ARES不動産証券化ジャーナル : 共に市場を創る / 不動産証券化協会 編. 2022. 70. 30-38
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西 颯人, 浅見 泰司, 清水 千弘. 住宅価格関数の「幻想」と市場分割アルゴリズム. 2021. 122. 28-35
ｍore...
Books (2)：
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犯罪予測 : AIによる分析
成文堂 2022 ISBN:9784792353612
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不動産テック
朝倉書店 2020 ISBN:9784254275872
Lectures and oral presentations (3)：
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異質な人口と期待値を想定した空間的自己相関検定における偽陽性率の近似計算
(統計関連学会連合大会 (コンペセッション講演) 2023)
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推定誤差の地域差を考慮したMoran’s I分布の補正
(CSIS DAYS 2022 2022)
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未知パラメータに対する空間的自己相関の検定-推定誤差を考慮したMoran’s Iの分布-
(第31回地理情報システム学会研究発表大会 2022)
Professional career (1)：
- Doctor of Engineering (The University of Tokyo)
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