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Development of method of spatial factor analysis of income differentials and its visualization(Fostering Joint International Research)

Research Project

Project/Area Number 16KK0081
Research Category

Fund for the Promotion of Joint International Research (Fostering Joint International Research)

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

Principal Investigator

Kakamu Kazuhiko  神戸大学, 経営学研究科, 教授 (00456005)

Research Collaborator Petra Staufer-Steinnocher  WU Vienna University of Economics and Business, Institute for Economic Geography and GISicence, 准教授
Feldkircher Martin  Oesterreichische Nationalbank(OeNB), Foreign Research Division, Senior Economist
Ohtsuka Yoshihiro  東北学院大学, 経済学部, 准教授 (20632235)
Yamasaki Takashi  神戸大学, 経営学研究科, 教授 (30403223)
Yanase Noriyoshi  東京理科大学, 経営学部, 教授 (50366168)
Project Period (FY) 2016 – 2017
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥8,580,000 (Direct Cost: ¥6,600,000、Indirect Cost: ¥1,980,000)
Keywords所得分配 / ジニ係数 / マルコフ連鎖モンテカルロ法 / GIS / 対数正規分布 / Dagum分布 / Singh-Maddala分布 / 所得分布 / 空間計量経済学
Outline of Final Research Achievements

In this research, we developed a method of spatial factor analysis of income differentials and conducted research on its visualization. Specifically, as a preparatory stage for performing spatial factor analysis, research on estimating income distribution was advanced. Among others, we can find availability of lognormal distribution, we can conduct research such as constructing a model for factor analysis using lognormal distribution and extending to logarithmic normal distribution to mixture distribution. Regarding visualization, it was not possible to target spatial factors of income differentials, but taking the Hanshin-Awaji earthquake and analyzing the spatial factors of changes in participation behavior to earthquake insurance and visualizing it did it.

Report

(3 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • Research Products

    (7 results)

All 2018 2017

All Int'l Joint Research (1 results) Journal Article (2 results) (of which Peer Reviewed: 1 results) Presentation (4 results) (of which Int'l Joint Research: 4 results)

  • [Int'l Joint Research] ウィーン経済大学(オーストリア)2017

    • Year and Date
      2017-03-29
    • Related Report
      2017 Annual Research Report
  • [Journal Article] 家計調査におけるジニ係数の 計測についての一考察2017

    • Author(s)
      各務和彦
    • Journal Title

      国民経済雑 誌

      Volume: 216 Pages: 47-57

    • NAID

      120006547312

    • Related Report
      2017 Annual Research Report
  • [Journal Article] REGIONAL GROWTH AND BUSINESS CYCLES IN JAPAN2017

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

      Review of Urban & Regional Development Studies

      Volume: 30 Issue: 1 Pages: 1-25

    • DOI

      10.1111/rurd.12072

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Presentation] The effects of great earthquakes on the premiums for earthquake insurance in Japan: A Bayesian approach2018

    • Author(s)
      Kakamu, K.
    • Organizer
      Lecture Series of the Research Institute for Supply Chain Management
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] On the effects of the monetary policy on the income inequality in Japan: Evidence from grouped data2017

    • Author(s)
      Kakamu, K.
    • Organizer
      Seminar Series in Statistics
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] On the effects of the monetary policy on the income inequality in Japan: Evidence from grouped data2017

    • Author(s)
      Kakamu, K.
    • Organizer
      11th International Conference on Computational and Financial Econometrics (CFE 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Bayesian analysis of lognormal mixtures with an unknown number of components using grouped data2017

    • Author(s)
      Kakamu, K.
    • Organizer
      Brawn-Bag Seminar
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research

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Published: 2017-03-15   Modified: 2019-03-29  

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