• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Econometric methods for large spatial data and its applications

Research Project

Project/Area Number 23730213
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Economic statistics
Research InstitutionChiba University

Principal Investigator

KAKAMU Kazuhiko  千葉大学, 法経学部, 准教授 (00456005)

Project Period (FY) 2011 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2012: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2011: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords空間計量モデル / マルコフ連鎖モンテ・カルロ法 / 空間モデル / マルコフ連鎖モンテカルロ法
Research Abstract

This research examined several empirical analyses using large spatial data. We examined, for example, whether municipalities recycle or not, whether the flypaper effects exist in prefectural expenditures or not, whether the regional business cycles are different from the national one or not, and so on. From these empirical results, we found that the spatial interactions play an important role in Japan.

Report

(3 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Research-status Report
  • Research Products

    (25 results)

All 2013 2012 2011

All Journal Article (8 results) (of which Peer Reviewed: 8 results) Presentation (15 results) Book (2 results)

  • [Journal Article] Space-time model versus VAR model : Forecasting electricity demand in Japan2012

    • Author(s)
      Ohtsuka, Yoshihiro, Kazuhiko Kakamu
    • Journal Title

      Journal of Forecasting

      Volume: (Forthcoming)(掲載確定) Issue: 1 Pages: 75-85

    • DOI

      10.1002/for.1255

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 階層ベイズ・モデルによるクレジット・スコアリング・モデル:住宅ローンコンソーシアム・データへの応用2012

    • Author(s)
      奥村拓史,各務和彦
    • Journal Title

      日本統計学会誌

      Volume: 第42巻第1号 Pages: 25-53

    • NAID

      110009543878

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Bayesian estimation of persistent income inequality by lognormal stochastic volatility model2012

    • Author(s)
      Nishino, H., K. Kakamu, T. Oga
    • Journal Title

      Journal of Income Distribution

      Volume: 21(1) Pages: 88-101

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Production technology and agglomeration for Japanese prefectures during 1991-20002012

    • Author(s)
      Kakamu, K., Polasek, W. and Wago, H.
    • Journal Title

      Papers in Regional Science

      Volume: VOL.91 Issue: 1 Pages: 29-41

    • DOI

      10.1111/j.1435-5957.2011.00360.x

    • Related Report
      2012 Final Research Report 2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] 階層ベイズ・モデルによるクレジット・スコアリング・モデル: 住宅ローンコンソーシアム・データへの応用2012

    • Author(s)
      奥村拓史・各務和彦
    • Journal Title

      日本統計学会誌

      Volume: 第42巻 第1号 Pages: 25-53

    • NAID

      110009543878

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Grouped data estimation and testing of Gini coefficient using lognormal distributions2011

    • Author(s)
      Nishino, H. and Kakamu, K.
    • Journal Title

      Sankhya Series

      Volume: B73 Issue: 2 Pages: 193-210

    • DOI

      10.1007/s13571-011-0031-y

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 地域間所得分布と所得収束仮説2011

    • Author(s)
      各務和彦,和合肇,大塚芳宏
    • Journal Title

      日本統計学会誌

      Volume: 第41巻第1号 Pages: 181-200

    • NAID

      110008790501

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 地域間所得分布と所得収束仮説2011

    • Author(s)
      各務和彦・和合肇・大塚芳宏
    • Journal Title

      日本統計学会誌

      Volume: 第41巻 第1号 Pages: 181-200

    • NAID

      110008790501

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] Why Do Municipalities Recycle: Using Bayesian Panel Spatial Autoregressive Probit Model2013

    • Author(s)
      Kakamu, K.
    • Organizer
      国際地域開発経済学セミナー
    • Place of Presentation
      筑波大学
    • Year and Date
      2013-02-21
    • Related Report
      2012 Final Research Report
  • [Presentation] Bayesian estimation of the beta-type distribution parameters based upon grouped data2013

    • Author(s)
      Kakamu, K.
    • Organizer
      International Workshop on Bayesian Econometrics and Computation
    • Place of Presentation
      Kobe University
    • Year and Date
      2013-02-01
    • Related Report
      2012 Final Research Report
  • [Presentation] Regional growth and business cycle in Japan, International Conference2013

    • Author(s)
      Kakamu, K.
    • Organizer
      Frontiers in Macroeconometrics
    • Place of Presentation
      Hitotsubashi University
    • Related Report
      2012 Final Research Report
  • [Presentation] Bayesian estimation of the beta-type distribution parameters based upon grouped data2013

    • Author(s)
      各務和彦
    • Organizer
      International Workshop on Bayesian Econometrics and Computation
    • Place of Presentation
      神戸大学,兵庫県
    • Related Report
      2012 Annual Research Report
  • [Presentation] Why Do Municipalities Recycle: Using Bayesian Panel Spatial Autoregressive Probit Model2013

    • Author(s)
      各務和彦
    • Organizer
      国際地域開発経済学セミナー
    • Place of Presentation
      筑波大学,茨城県
    • Related Report
      2012 Annual Research Report
  • [Presentation] Regional growth and business cycle in Japan2013

    • Author(s)
      各務和彦
    • Organizer
      International Conference “Frontiers in Macroeconometrics”
    • Place of Presentation
      一橋大学,東京
    • Related Report
      2012 Annual Research Report
  • [Presentation] Spatial Patterns of Flypaper Effects for Local Expenditures by Policy Objective in Japan: A Bayesian Approach2012

    • Author(s)
      Kakamu, K.
    • Organizer
      日本応用経済学会
    • Place of Presentation
      福岡大学
    • Related Report
      2012 Final Research Report
  • [Presentation] Bayesian estimation of the beta-type distribution parameters based upon grouped data2012

    • Author(s)
      Kakamu, K.
    • Organizer
      European Seminar on Bayesian Econometrics
    • Place of Presentation
      Vienna University of Economics and Business, Austria
    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Presentation] Spatial Patterns of Flypaper Effects for Local Expenditures by Policy Objective in Japan: A Bayesian Approach2012

    • Author(s)
      各務和彦
    • Organizer
      日本応用経済学会
    • Place of Presentation
      福岡大学,福岡県
    • Related Report
      2012 Annual Research Report
  • [Presentation] 空間計量経済学における分析手法と応用例について2011

    • Author(s)
      各務和彦
    • Organizer
      日本応用経済学会
    • Place of Presentation
      中京大学
    • Related Report
      2012 Final Research Report
  • [Presentation] Why Do Municipalities Recycle: Using Bayesian Panel Spatial Autoregressive Probit Model2011

    • Author(s)
      Kakamu, K.
    • Organizer
      5th Japanese-European Bayesian Econometrics and Statistics
    • Place of Presentation
      Norges Bank, Norway
    • Related Report
      2012 Final Research Report
  • [Presentation] Spatial Patterns of Flypaper Effects for Local Expenditures by Policy Objective in Japan: A Bayesian Approach2011

    • Author(s)
      Kakamu, K.
    • Organizer
      科研費研究集会「ベイズ分析のための数値計算技 法とその経済・ファイナンス分析への応用」
    • Place of Presentation
      下関市立 大学唐戸サテライトキャンパス
    • Related Report
      2012 Final Research Report
  • [Presentation] Why Do Municipalities Recycle using Bayesian Panel Spatial Autoregressive Probit Model2011

    • Author(s)
      Usui, T, M. Chikasada and K. Kakamu
    • Organizer
      JEuBES5
    • Place of Presentation
      Norges Bank, Oslo, Norway
    • Related Report
      2011 Research-status Report
  • [Presentation] 空間計量経済学における分析手法と応用例について2011

    • Author(s)
      各務和彦
    • Organizer
      日本応用経済学(招待講演)
    • Place of Presentation
      中京大学
    • Related Report
      2011 Research-status Report
  • [Presentation] Spatial Patterns of Flypaper Effects for Local Expenditures by Policy Objective in Japan: A Bayesian Approach2011

    • Author(s)
      Kakamu, K, H. Yunoue and T. Kuramoto
    • Organizer
      科研費研究集会「ベイズ分析のための数値計算技法とその経済・ファイナンス分析への応用」
    • Place of Presentation
      下関市立大学唐戸サテライトキャンパス
    • Related Report
      2011 Research-status Report
  • [Book] 基本演習統計学2012

    • Author(s)
      大屋幸輔,各務和彦
    • Total Pages
      167
    • Publisher
      新世社
    • Related Report
      2012 Final Research Report
  • [Book] 基本演習 統計学2012

    • Author(s)
      大屋幸輔・各務和彦
    • Total Pages
      167
    • Publisher
      新世社
    • Related Report
      2012 Annual Research Report

URL: 

Published: 2011-08-05   Modified: 2019-07-29  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi