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A basic research for analyzing the factors of income differentials

Research Project

Project/Area Number 26380266
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Economic statistics
Research InstitutionKobe University (2015-2016)
Chiba University (2014)

Principal Investigator

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

Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2016: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2014: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywordsマルコフ連鎖モンテカルロ法 / 一般化ベータ分布 / Singh-Maddala分布 / Dagum分布 / 対数正規分布 / ジニ係数 / ローレンツ曲線
Outline of Final Research Achievements

This research examined the estimation methods and properties of several income distributions to analyze the factor of income differentials. For example, we examined the properties of the Singh-Maddala and Dagum distributions, and the estimation method of the generalized beta distribution using a Markov chain Monte Carlo method. Moreover, we construct the stochastic volatility model with the lognormal distribution and the spatial econometric model to analyze the income differentials. From the results, we found that points to be noted for analyzing factors of income differentials and further problems became clear.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (17 results)

All 2017 2016 2015 2014 Other

All Int'l Joint Research (1 results) Journal Article (4 results) (of which Peer Reviewed: 4 results,  Acknowledgement Compliant: 4 results) Presentation (12 results) (of which Int'l Joint Research: 5 results,  Invited: 2 results)

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

    • Related Report
      2016 Annual Research Report
  • [Journal Article] Simulation studies comparing Dagum and Singh-Maddala income distributions2016

    • Author(s)
      Kazuhiko Kakamu
    • Journal Title

      Computational Economics

      Volume: 48 Issue: 4 Pages: 593-605

    • DOI

      10.1007/s10614-015-9538-z

    • NAID

      120005898713

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A random walk stochastic volatility model for income inequality2015

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

      Japan and the World Economy

      Volume: 36 Pages: 21-28

    • DOI

      10.1016/j.japwor.2015.06.003

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Simulation studies comparing Dagum and Singh-Maddala income distributions2015

    • Author(s)
      Kakamu, K.
    • Journal Title

      Computational Economics

      Volume: 17 Issue: 4 Pages: 418-422

    • DOI

      10.1177/1527002514530407

    • NAID

      120005898713

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 道路利用における直接効果と間接効果の計測2015

    • Author(s)
      各務和彦
    • Journal Title

      日本統計学会誌

      Volume: 45 Pages: 59-68

    • NAID

      130005153221

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] Bayesian estimation of the beta-type distribution parameters based upon grouped data2017

    • Author(s)
      Kakamu, K. and Nishino, H.
    • Organizer
      金曜セミナー
    • Place of Presentation
      広島大学
    • Year and Date
      2017-02-03
    • Related Report
      2016 Annual Research Report
  • [Presentation] Bayesian estimation of the beta-type distribution parameters based upon grouped data2016

    • Author(s)
      Kakamu, K. and Nishino, H.
    • Organizer
      The First Eastern Asia Meeting on Bayesian Statistics
    • Place of Presentation
      Shanghai Jiao Tong University, Shanghai, China
    • Year and Date
      2016-12-18
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Approximate Bayesian computation for Lorenz curves from grouped data2016

    • Author(s)
      Kobayashi, G. and Kakamu, K.
    • Organizer
      ISBA 2016 World Meeting
    • Place of Presentation
      Forte Village Resort Convention Center, Sardinia, Italy
    • Year and Date
      2016-06-12
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Bayesian estimation of the beta-type distribution parameters based upon grouped data2016

    • Author(s)
      Kakamu, K. and Nishino, H.
    • Organizer
      計量経済学ワークショップ
    • Place of Presentation
      慶應義塾大学
    • Year and Date
      2016-04-12
    • Related Report
      2016 Annual Research Report
  • [Presentation] Regional growth and business cycle in Japan2015

    • Author(s)
      各務和彦
    • Organizer
      9th International Conference on Computational and Financial Econometrics (CFE 2015)
    • Place of Presentation
      Senate House, University of London(イギリス)
    • Year and Date
      2015-12-12
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Approximate Bayesian computation for Lorenz curves from grouped data2015

    • Author(s)
      各務和彦
    • Organizer
      統計関連学会連合大会
    • Place of Presentation
      岡山大学(岡山県岡山市)
    • Year and Date
      2015-09-06
    • Related Report
      2015 Research-status Report
  • [Presentation] Approximate Bayesian computation for Lorenz curves from grouped data2015

    • Author(s)
      各務和彦
    • Organizer
      Joint Statistical Meetings 2015
    • Place of Presentation
      シアトル(アメリカ)
    • Year and Date
      2015-08-08
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Direct and Indirect Effects on Road Productivity in Japan2015

    • Author(s)
      各務和彦
    • Organizer
      24th International Workshop on Matrices and Statistics
    • Place of Presentation
      Hainan Normal University(中国)
    • Year and Date
      2015-05-25
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Approximate Bayesian computation for Lorenz curves from grouped data2015

    • Author(s)
      各務和彦
    • Organizer
      Recent Development on Bayesian Econometric Methods and Applications
    • Place of Presentation
      慶應義塾大学(東京都港区)
    • Year and Date
      2015-02-08
    • Related Report
      2014 Research-status Report
  • [Presentation] Regional growth and business cycles in Japan2014

    • Author(s)
      各務和彦
    • Organizer
      European Seminar on Bayesian Econometrics
    • Place of Presentation
      ESSEC La Defense(フランス)
    • Year and Date
      2014-11-06 – 2014-11-07
    • Related Report
      2014 Research-status Report
  • [Presentation] Bayesian estimation of the beta-type distribution parameters based upon grouped data2014

    • Author(s)
      各務和彦
    • Organizer
      ISBA 2014 World Meeting
    • Place of Presentation
      カンクン(メキシコ)
    • Year and Date
      2014-07-14 – 2014-07-18
    • Related Report
      2014 Research-status Report
  • [Presentation] Simulation studies comparing Dagum and Singh-Maddala income distributions2014

    • Author(s)
      各務和彦
    • Organizer
      日本応用経済学会
    • Place of Presentation
      徳島大学(徳島県徳島市)
    • Year and Date
      2014-06-21 – 2014-06-22
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2018-03-22  

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