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Challenges and new developments to the most important issues in spatial econometrics

Research Project

Project/Area Number 18H03628
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Review Section Medium-sized Section 7:Economics, business administration, and related fields
Research InstitutionUniversity of Tsukuba

Principal Investigator

Tsutsumi Morito  筑波大学, システム情報系, 教授 (70292886)

Co-Investigator(Kenkyū-buntansha) 松田 安昌  東北大学, 経済学研究科, 教授 (10301590)
瀬谷 創  神戸大学, 工学研究科, 准教授 (20584296)
村上 大輔  統計数理研究所, データ科学研究系, 助教 (20738249)
菅澤 翔之助  東京大学, 空間情報科学研究センター, 准教授 (50782380)
吉田 崇紘  東京大学, 大学院工学系研究科(工学部), 特任助教 (60826767)
Project Period (FY) 2018-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥34,190,000 (Direct Cost: ¥26,300,000、Indirect Cost: ¥7,890,000)
Fiscal Year 2022: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2021: ¥7,280,000 (Direct Cost: ¥5,600,000、Indirect Cost: ¥1,680,000)
Fiscal Year 2020: ¥7,540,000 (Direct Cost: ¥5,800,000、Indirect Cost: ¥1,740,000)
Fiscal Year 2019: ¥7,800,000 (Direct Cost: ¥6,000,000、Indirect Cost: ¥1,800,000)
Fiscal Year 2018: ¥8,320,000 (Direct Cost: ¥6,400,000、Indirect Cost: ¥1,920,000)
Keywords空間計量経済学 / 空間統計学 / ビッグデータ / 空間重み行列
Outline of Final Research Achievements

With the aim of solving and further developing the most important issues in spatial econometrics, the following were carried out. (1) Developing new models in spatial econometrics. (2) Presenting new modelling for dealing with big data, focusing on the dimensionality reduction approach. (3) Presenting the potential for new developments in spatial econometrics by applying compositional data analysis. (4) International workshops and The XV World Conference of the Spatial Econometrics Association (SEA 2021) in collaboration with the Spatial Econometrics Association.

Academic Significance and Societal Importance of the Research Achievements

今では経済学においても重要な一分野になっている空間計量経済学の中で、以下の成果が得られた点は意義が大きい。
(1)空間計量経済学における新たなモデル開発について、いくつかの成果を得た。(2)空間計量経済学のさらなる発展を考える上で不可欠な大規模データへ対処可能なモデリングについて成果を得た。(3)空間計量経済学の中で提案されてきた他の様々なモデルを組成データモデルへ拡張するための方法論について一定の知見を得た。(4)Spatial Econometrics Associationと連携しながら、第9回World Conference(SEA 2021)を開催して多くの研究者の参加を得た。

Report

(6 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Annual Research Report
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • Research Products

    (70 results)

All 2023 2022 2021 2020 2019 2018

All Journal Article (26 results) (of which Int'l Joint Research: 6 results,  Peer Reviewed: 22 results,  Open Access: 10 results) Presentation (41 results) (of which Int'l Joint Research: 18 results,  Invited: 7 results) Funded Workshop (3 results)

  • [Journal Article] Estimating spatial regression models with sample data-points: A Gibbs sampler solution2022

    • Author(s)
      Arbia Giuseppe、Matsuda Yasumasa、Wu Junyue
    • Journal Title

      Spatial Statistics

      Volume: 47 Pages: 100568-100568

    • DOI

      10.1016/j.spasta.2021.100568

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Spatial Prediction of Apartment Rent using Regression-Based and Machine Learning-Based Approaches with a Large Dataset2022

    • Author(s)
      Yoshida Takahiro、Murakami Daisuke、Seya Hajime
    • Journal Title

      The Journal of Real Estate Finance and Economics

      Volume: 1 Issue: 1 Pages: 1-28

    • DOI

      10.1007/s11146-022-09929-6

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A Comparison of Residential Apartment Rent Price Predictions Using a Large Data Set: Kriging Versus Deep Neural Network2022

    • Author(s)
      Seya Hajime、Shiroi Daiki
    • Journal Title

      Geographical Analysis

      Volume: 54 Issue: 2 Pages: 239-260

    • DOI

      10.1111/gean.12283

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Spatial Regression in the Presence of a Hierarchical Transportation Network: Application to Land Price Analysis2022

    • Author(s)
      Murakami Daisuke、Seya Hajime
    • Journal Title

      Frontiers in Sustainable Cities

      Volume: 4 Pages: 905-967

    • DOI

      10.3389/frsc.2022.905967

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Adaptively robust geographically weighted regression2022

    • Author(s)
      Sugasawa Shonosuke、Murakami Daisuke
    • Journal Title

      Spatial Statistics

      Volume: 48 Pages: 100623-100623

    • DOI

      10.1016/j.spasta.2022.100623

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Dynamic spatio-temporal zero-inflated Poisson models for predicting capelin distribution in the Barents Sea2022

    • Author(s)
      Sugasawa Shonosuke、Nakagawa Tomoyuki、Solvang Hiroko Kato、Subbey Sam、Alrabeei Salah
    • Journal Title

      Japanese Journal of Statistics and Data Science

      Volume: - Issue: 1 Pages: 1-20

    • DOI

      10.1007/s42081-022-00183-x

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Forecasting the housing vacancy rate in Japan using dynamic spatiotemporal effects models2022

    • Author(s)
      Muto Sachio、Sugasawa Shonosuke、Suzuki Masatomo
    • Journal Title

      Japanese Journal of Statistics and Data Science

      Volume: - Issue: 1 Pages: 21-44

    • DOI

      10.1007/s42081-022-00184-w

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 空室率データで見る東京オフィス市場の空間的特性2022

    • Author(s)
      松尾和史, 堤盛人, 今関豊和
    • Journal Title

      GIS-理論と応用

      Volume: 30(1) Pages: 51-63

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A threshold extension of spatial dynamic panel model with fixed effects2021

    • Author(s)
      Junyue, Wu. and Yasumasa, Matsuda
    • Journal Title

      Journal of Spatial Econometrics

      Volume: 2 Issue: 1 Pages: 1-30

    • DOI

      10.1007/s43071-021-00008-1

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Discussion on Competition for Spatial Statistics for Large Datasets2021

    • Author(s)
      Yasumasa, Matsuda
    • Journal Title

      Journal of Agricultural, Biological and Environmental Statistics

      Volume: 26 Issue: 4 Pages: 612-613

    • DOI

      10.1007/s13253-021-00463-1

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Compositionally-warped additive mixed modeling for a wide variety of non-Gaussian spatial data2021

    • Author(s)
      Murakami Daisuke、Kajita Mami、Kajita Seiji、Matsui Tomoko
    • Journal Title

      Spatial Statistics

      Volume: 43 Pages: 100520-100520

    • DOI

      10.1016/j.spasta.2021.100520

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Geographically weighted regression for compositional data: An application to the U.S. household income compositions2021

    • Author(s)
      Yoshida, T., Murakami, D., Seya, H., Tsutsumida, N., Nakaya, T.
    • Journal Title

      Proceedings of the 11th International Conference on Geographic Information Science

      Volume: 55

    • Related Report
      2021 Annual Research Report
  • [Journal Article] 空室率データを用いた東京オフィス市場の空間的特性の分析2021

    • Author(s)
      松尾和史, 堤盛人, 今関豊和
    • Journal Title

      地理情報システム学会講演論文集

      Volume: 30

    • Related Report
      2021 Annual Research Report
  • [Journal Article] Lévy Driven CARMA Processes: Properties, Applications and Inference2020

    • Author(s)
      松田 安昌
    • Journal Title

      Journal of the Japan Statistical Society, Japanese Issue

      Volume: 49 Issue: 2 Pages: 265-280

    • DOI

      10.11329/jjssj.49.265

    • NAID

      130007949596

    • ISSN
      0389-5602, 2189-1478
    • Year and Date
      2020-03-30
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Spatial extension of generalized autoregressive conditional heteroskedasticity models2020

    • Author(s)
      Takaki Sato and Yasumasa Matsuda
    • Journal Title

      Spatial Economic Analysis

      Volume: 16 Issue: 2 Pages: 1742-1780

    • DOI

      10.1080/17421772.2020.1742929

    • Related Report
      2021 Annual Research Report 2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Parameter estimation in spatial econometric models with non-random missing data2020

    • Author(s)
      Hajime Seya, Masashi Tomari, Shohei Uno
    • Journal Title

      Applied Economics Letters

      Volume: - Issue: 6 Pages: 440-446

    • DOI

      10.1080/13504851.2020.1758618

    • NAID

      120006996941

    • Related Report
      2021 Annual Research Report 2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Log-periodogram regression of two-dimensional intrinsic stationary ranodm fields2020

    • Author(s)
      Yoshihiro,Yajima and Yasumasa, Matsuda.
    • Journal Title

      Japanese Journal of Statistics and Data Science

      Volume: 3 Issue: 1 Pages: 333-347

    • DOI

      10.1007/s42081-020-00078-9

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Evaluation of regional variations in healthcare utilization2020

    • Author(s)
      Ibuka Yoko、Matsuda Yasumasa、Shoji Keishi、Ishigaki Tsukasa
    • Journal Title

      Japanese Journal of Statistics and Data Science

      Volume: 3 Issue: 1 Pages: 349-365

    • DOI

      10.1007/s42081-020-00082-z

    • NAID

      210000159752

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Spatial unconditional quantile regression: Application to Japanese parking price data2020

    • Author(s)
      Hajime Seya, Kay W. Axhausen, Makoto Chikaraishi
    • Journal Title

      The Annals of Regional Science

      Volume: - Issue: 2 Pages: 351-402

    • DOI

      10.1007/s00168-020-00987-3

    • NAID

      120006884214

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Scalable model selection for spatial additive mixed modeling: application to crime analysis2020

    • Author(s)
      D. Murakami, M. Kajita, S. Kajita
    • Journal Title

      ISPRS International Journal of Geo-Information

      Volume: 9 Issue: 10 Pages: 557-557

    • DOI

      10.3390/ijgi9100577

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 組成データのための地理的加重回帰モデル2020

    • Author(s)
      吉田崇紘・村上大輔・瀬谷創・堤田成政・中谷友樹・堤盛人
    • Journal Title

      地理情報システム学会講演論文集(CD-ROM)

      Volume: 29

    • Related Report
      2019 Annual Research Report
  • [Journal Article] Parameter estimation of the spatial panel stochastic frontier model with random effects2019

    • Author(s)
      Seya Hajime
    • Journal Title

      Applied Economics Letters

      Volume: 27 Issue: 3 Pages: 248-253

    • DOI

      10.1080/13504851.2019.1613491

    • NAID

      120006779842

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Spatially varying coefficient modeling for large datasets: Eliminating N from spatial regressions2019

    • Author(s)
      Murakami Daisuke、Griffith Daniel A.
    • Journal Title

      Spatial Statistics

      Volume: 30 Pages: 39-64

    • DOI

      10.1016/j.spasta.2019.02.003

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Spatially filtered unconditional quantile regression: Application to a hedonic analysis2019

    • Author(s)
      Murakami D.、Seya H.
    • Journal Title

      Environmetrics

      Volume: 印刷中 Issue: 5

    • DOI

      10.1002/env.2556

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Locally stationary spatio-temporal processes2018

    • Author(s)
      Matsuda, Y. and Yajima, Y.
    • Journal Title

      apanese Journal of Statistics and Data Science

      Volume: 1 Issue: 1 Pages: 1-17

    • DOI

      10.1007/s42081-018-0003-9

    • NAID

      210000171296

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Low rank spatial econometric models2018

    • Author(s)
      Murakami, D., Seya, H., Griffith, D.A.
    • Journal Title

      ArXiv

      Volume: -

    • Related Report
      2018 Annual Research Report
    • Open Access / Int'l Joint Research
  • [Presentation] 東京オフィス市場の地域性と階層性:ローカルな空室率データを用いた探索的分析2023

    • Author(s)
      松尾和史, 堤盛人, 今関豊和
    • Organizer
      日本不動産金融工学学会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Convolutional regression for big spatial data2022

    • Author(s)
      Sato, T. and Matsuda, Y
    • Organizer
      5th International Conference on Econometrics and Statistics (EcoSta 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Spatial Regression Discontinuity Design. Risk and Statistics2022

    • Author(s)
      Masayuki Sawada, Yasumasa Matsuda, Daisuke Kurisu, Takuya Ishihara
    • Organizer
      3rd Tohoku-ISM-Ulm joint workshop
    • Related Report
      2022 Annual Research Report
  • [Presentation] Spatially-Varying Bayesian Predictive Synthesis for Flexible and Interpretable Spatial Prediction2022

    • Author(s)
      Sugasawa Shonosuke
    • Organizer
      5th International Conference on Econometrics and Statistics (EcoSta 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Scalable Bayesian Spatio-temporal Predictive Synthesi2022

    • Author(s)
      Sugasawa Shonosuke
    • Organizer
      ISM Symposium on Environmental Statistics 2023
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 東京オフィス市場における集積の経済・不経済とその時間的変化2022

    • Author(s)
      松尾和史, 堤盛人, 今関豊和
    • Organizer
      第65回土木計画学研究発表会
    • Related Report
      2022 Annual Research Report
  • [Presentation] ビッグデータのためのローカルなオフィス賃料指数の開発2022

    • Author(s)
      松尾和史, 村上大輔, 堤盛人, 今関豊和
    • Organizer
      第31回地理情報システム学会研究発表大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 計算効率を考慮した時空間不動産価格指数の検討2022

    • Author(s)
      松尾和史, 村上大輔, 堤盛人, 今関豊和
    • Organizer
      CSIS DAYS 2022
    • Related Report
      2022 Annual Research Report
  • [Presentation] 大規模データのための時空間不動産価格指数と東京オフィス市場のローカルな動態2022

    • Author(s)
      松尾和史, 村上大輔, 堤盛人, 今関豊和
    • Organizer
      第36回応用地域学会(ARSC)研究発表大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Dynamic panel analysis of subjective well-being in the COVID-19 outbreak in Japan2022

    • Author(s)
      Takaki Sato, Anqi Li and Yasumasa Matsuda
    • Organizer
      Symposium of Yotta Informatics - Research Platform for Yotta-Scale Data Science 2022
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Spatial analysis of subjective well-being in Japan.Is civic capital associated with happiness?2022

    • Author(s)
      Takaki Sato and Yasumasa Matsuda
    • Organizer
      Tohoku Symposium on AI and Human Studies
    • Related Report
      2021 Annual Research Report
  • [Presentation] オフィス空室率の時空間変動に関する探索的小地域分析2022

    • Author(s)
      松尾和史, 堤盛人, 今関豊和
    • Organizer
      日本不動産金融工学学会
    • Related Report
      2021 Annual Research Report
  • [Presentation] Spatial Dynamic Panel Models for Multilevel Dataset with Applications to Japanese Happiness2021

    • Author(s)
      Takaki Sato and Yasumasa Matsuda
    • Organizer
      The XV World Conference of Spatial Econometrics Association
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] コロナ禍の賃貸不動産市場の時空間分析2021

    • Author(s)
      松田安昌
    • Organizer
      実験家のためのデータ駆動科学オンラインセミナー
    • Related Report
      2021 Annual Research Report
  • [Presentation] Functional regression models for spatio-temporal data2021

    • Author(s)
      Yasumasa Matsuda
    • Organizer
      TRANSDISCIPLINARY ECONOMETRICS & DATA SCIENCE SEMINAR
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] How do hotspots of office vacancy rates in Tokyo change?2021

    • Author(s)
      Kazushi Matsuo, Morito Tsutsumi, Toyokazu Imazeki
    • Organizer
      The XV World Conference of Spatial Econometrics Association
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ミクロなオフィス空室率の時空間変動に関する探索的分析2021

    • Author(s)
      松尾 和史,堤 盛人,今関 豊和
    • Organizer
      日本不動産金融工学学会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Spatio-temporal ARMA models2020

    • Author(s)
      Yasuamsa Matsuda
    • Organizer
      科研費シンポジウムRecent Progress in Spatial and/or Spatio-temporal Data Analysis,
    • Related Report
      2020 Annual Research Report
  • [Presentation] 多変量空間MAモデル2020

    • Author(s)
      佐藤宇樹、松田安昌
    • Organizer
      2020年度統計関連学会連合大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] The impacts of change in family patterns on the rental housing2020

    • Author(s)
      Kazushi Matsuo, Morito Tsutsumi
    • Organizer
      2020 Asian Conference in Regional Science
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 住宅価格形成要因の空間的異質な構造は間取りによって異なるのか? ~空間加法混合モデルの新築分譲マンション価格データへの適用を通して2020

    • Author(s)
      松尾和史・村上大輔・堤盛人
    • Organizer
      2020年度 第34回 ARSC研究発表大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] nalyzing hotel price and occupancy with low rank spatial econometric models. Applied Regional Science Conference2020

    • Author(s)
      Murakami, D., Ichifuji, Y.
    • Organizer
      Applied Regional Science Conference
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Compositionally-warped additive mixed modeling for large non- Gaussian data: Application to COVID-19 analysis2020

    • Author(s)
      Murakami, D., Kajita, M., Kajita, S.
    • Organizer
      Tsukuba Global Science Week
    • Related Report
      2019 Annual Research Report
  • [Presentation] Compositionally-warped additive mixed modeling for large non- Gaussian data: Application to COVID-19 analysis2020

    • Author(s)
      Murakami, D.
    • Organizer
      科研費シンポジウム "Recent Progress in Spatial and/or Spatio-temporal Data Analysis"
    • Related Report
      2019 Annual Research Report
  • [Presentation] Spatially Clustered Regression2020

    • Author(s)
      Sugasawa, S.
    • Organizer
      科研費シンポジウム "Recent Progress in Spatial and/or Spatio-temporal Data Analysis"
    • Related Report
      2019 Annual Research Report
  • [Presentation] 境界値過剰データに対する時空間モデリング:海洋資源調査データへの適用2020

    • Author(s)
      菅澤翔之助
    • Organizer
      CSIS DAYS 2020
    • Related Report
      2019 Annual Research Report
  • [Presentation] Spatio-temporal modeling of zero-inflated count data: an application to marine resource monitoring2020

    • Author(s)
      Sugasawa, S.
    • Organizer
      Webinar of Bayesian Econometrics 2020
    • Related Report
      2019 Annual Research Report
  • [Presentation] 異質な集団が混在するデータに対する統計モデリング2020

    • Author(s)
      菅澤翔之助
    • Organizer
      第5回統計・機械学習若手シンポジウム
    • Related Report
      2019 Annual Research Report
  • [Presentation] Bivariate Continuous ARMA random fields2019

    • Author(s)
      Matsuda, Y.
    • Organizer
      Lilac International Conference on Application of Statistics
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Bivariate CARMA random fields2019

    • Author(s)
      Matsuda, Y.
    • Organizer
      日本統計学会研究業績賞受賞記念招待講演
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Introduction of spatial data models with applications to analysis of world happiness2019

    • Author(s)
      Matsuda. Y.
    • Organizer
      Second Tohoku-UEA Research Symposium, Univ. East Anglia, UK
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Bivariate CARMA random fields. Risk and Statistics2019

    • Author(s)
      Matsuda. Y.
    • Organizer
      2nd ISM-UUlm Joint Workshop, Ulm Univ.
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Spatial Extension of GARCH Models for High-dimensional Financial Time Series2019

    • Author(s)
      Sato, T. and Matsuda, Y.
    • Organizer
      The 62nd ISI World Statistics Congress, Kuala Lumpur
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] SAR(p)-GARCH(k, l) Models for High-Dimensional Financial Time Series2019

    • Author(s)
      Sato, T. and Matsuda,Y.
    • Organizer
      2019 KSS Fall Conference, Seoul
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] SAR(p)-GARCH(k, l) Models for High-Dimensional Financial Time Series2019

    • Author(s)
      Sato, T. and Matsuda
    • Organizer
      12th World Conference of the spatial econometrics association, Pittsburgh
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] SAR(p)-GARCH(k, l) Models for High-Dimensional Financial Time Series2019

    • Author(s)
      佐藤宇樹, 松田安昌
    • Organizer
      2019年度統計関連学会連合大会, 滋賀大学
    • Related Report
      2019 Annual Research Report
  • [Presentation] ふるさと納税の探索的空間データ分析2018

    • Author(s)
      江端杏奈・吉田崇紘・爲季和樹・瀬谷創・堤盛人
    • Organizer
      第27回地理情報システム学会研究発表大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Spatial modeling of volatility matrices for high-dimensional financial time series.2018

    • Author(s)
      Matsuda, Y. and Yajima, Y.
    • Organizer
      Statistics and Data Science Workshop, at King Abdullah Univ. of Science and Technology
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Low rank spatial econometric models2018

    • Author(s)
      Murakami, D., Griffith, D.A., Seya, H., Yoshida, T.
    • Organizer
      XII World Conference of the Spatial Econometrics Association (SEA)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Spatially varying coefficient modeling for large data: A case study of residential land price in Tokyo2018

    • Author(s)
      Murakami, D., Nakaya, T., Tsutsumida, N., Yoshida, T.
    • Organizer
      International Conference on Spatial Analysis and Modeling
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Application of exploratory spatial analysis to the population concentrations in France based on immigration status and other characteristics2018

    • Author(s)
      Er-Rbib, R. and Tsutsumi, M.
    • Organizer
      XII World Conference of the Spatial Econometrics Association (SEA),
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Funded Workshop] 3rd Tohoku-ISM-UUlm Joint2022

    • Related Report
      2022 Annual Research Report
  • [Funded Workshop] Spatial Econometrics Association 20212021

    • Related Report
      2021 Annual Research Report
  • [Funded Workshop] 国際ワークショップ Recent Progress in Spatial and/or Spatio-temporal Data Analysis2020

    • Related Report
      2019 Annual Research Report

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Published: 2018-04-23   Modified: 2024-01-30  

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