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Non-linear transformation tim-series models and causal analysis

Research Project

Project/Area Number 22530211
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Economic statistics
Research InstitutionMeisei University

Principal Investigator

HOSOYA Yuzo  明星大学, 経済学部, 教授 (40004197)

Project Period (FY) 2010-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2013: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2012: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2011: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2010: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywords経済時系列 / 計量経済学 / 因果性測度 / 統計的推測 / スペクトル正準分解 / アメリカ経済分析 / 修正Box-Cox変換 / 周波数領域表現 / 統計的漸近理論 / 非線形変形 / 周波数表現 / 非線形変換
Research Abstract

This research provides an approach to characterize the dependency structure between multivariate variables. Focused on the stationary ARMA model, the research produced a feasible way of numerically feasible method of conducting statistical estimation and testing of partial causal measures. Although focused on the stationary ARMA model, the approach has wide applicability in cointegrated time-series. The research conducted simulation study to evaluate the small-sample performance of the developed plug-in estimation method for the interdependence measures on the basis of large-scale Monte Carlo experiments and also the three-step maximum Whittle likelihood estimation procedure for the model parameters. The research also contributed in an empirical study on the U.S. macro and financial economy. In particular, intensive study was made on the causal structure among the term spread and growth rates of real GDP, M2 and CPI, adding a new insight to the literature of the allied field.

Report

(5 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (21 results)

All 2014 2013 2012 2011 2010 Other

All Journal Article (8 results) (of which Peer Reviewed: 2 results) Presentation (7 results) Book (3 results) Remarks (3 results)

  • [Journal Article] 因果効果の測定(II)2014

    • Author(s)
      細谷雄三
    • Journal Title

      明星大学経済学研究紀要

      Volume: 第2号 Pages: 15-15

    • Related Report
      2013 Final Research Report
  • [Journal Article] 因果効果の測定(I)2013

    • Author(s)
      細谷雄三
    • Journal Title

      明星大学経済学研究紀要

      Volume: 第1号 Pages: 14-14

    • Related Report
      2013 Final Research Report
  • [Journal Article] Partial measures of time-series interdependence2013

    • Author(s)
      細谷, Y. and 瀧本, T.
    • Journal Title

      Kyushu Univerisity Faculty of Economics discussion Paper Series

      Volume: No. 2013-9 Pages: 31-31

    • NAID

      40019891144

    • Related Report
      2013 Final Research Report
  • [Journal Article] 因果効果の測定(I)2013

    • Author(s)
      細谷 雄三
    • Journal Title

      明星大学経済学研究紀要

      Volume: 第45巻第1号 Pages: 1-14

    • Related Report
      2013 Annual Research Report
  • [Journal Article] Partial measures of time-series interdependence2013

    • Author(s)
      Yuzo Hosoya and Taro Takimoto
    • Journal Title

      Kyushu University Faculty of Economics Discussion Paper Series

      Volume: No.2013-9 Pages: 1-31

    • NAID

      40019891144

    • Related Report
      2013 Annual Research Report
  • [Journal Article] Measuring the partial causality in the frequency domain2012

    • Author(s)
      Yuzo Hosoya and Taro Takimoto
    • Journal Title

      Discussion Paper Series, Graduate School of Economics, Kyushu Univeristy

      Volume: No.2012-4 Pages: 1-28

    • NAID

      40019546951

    • Related Report
      2012 Annual Research Report
  • [Journal Article] A numerical method for factorizing the rational spectral density matrix2010

    • Author(s)
      細谷, Y. and 瀧本, T.
    • Journal Title

      Journal of Time Series Analysis

      Volume: vol.31 Pages: 11-11

    • NAID

      40007452553

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] A numerical method for factorizing the rational spectral density matrix2010

    • Author(s)
      Yuzo Hosoya, Taro Takimoto
    • Journal Title

      Journal of Time Series Analysis

      Volume: Vol.31 Pages: 229-240

    • NAID

      40007452553

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] Partial measures of time-series interdependence2013

    • Author(s)
      細谷雄三・瀧本太郎
    • Organizer
      東北大学サービス・データ科学研究センター科研費シンポジウム
    • Place of Presentation
      東北大学
    • Related Report
      2013 Final Research Report
  • [Presentation] Partial meausres of time-series interdependence2013

    • Author(s)
      Yuzo Hosoya and Taro Takimoto
    • Organizer
      東北大学サービス・データ科学研究センター科研費シンポジウム
    • Place of Presentation
      東北大学経済学研究科
    • Related Report
      2013 Annual Research Report
  • [Presentation] Inference on partial causal measures in the frequency domain2012

    • Author(s)
      瀧本太郎・細谷雄三
    • Organizer
      日本応用経済学会春季大会
    • Place of Presentation
      福岡大学
    • Related Report
      2013 Final Research Report
  • [Presentation] Inference on partial causal measures in the frequency domain2012

    • Author(s)
      瀧本太郎・細谷雄三
    • Organizer
      日本統計学会年次大会
    • Place of Presentation
      北海道大学
    • Related Report
      2013 Final Research Report
  • [Presentation] Inference on partial causality in the frequency domain2012

    • Author(s)
      Taro Takimoto and Yuzo Hosoya
    • Organizer
      日本応用経済学会春季大会
    • Place of Presentation
      福岡市
    • Related Report
      2012 Annual Research Report
  • [Presentation] Inference on partial causality in the frequency domain2012

    • Author(s)
      Taro Takimoto and Yuzo Hosoya
    • Organizer
      日本統計学会年次大会
    • Place of Presentation
      札幌市
    • Related Report
      2012 Annual Research Report
  • [Presentation] Inference on Partial Causal Measures2011

    • Author(s)
      瀧本太郎・細谷雄三
    • Organizer
      明星大学経済学研究科・研究会
    • Place of Presentation
      明星大学27-1502
    • Year and Date
      2011-11-25
    • Related Report
      2011 Annual Research Report
  • [Book] 数字で立証する―裁判と統計2012

    • Author(s)
      H. Zaisel and D.H. Kaye著, 細谷雄三訳
    • Total Pages
      355
    • Publisher
      牧野書店
    • Related Report
      2013 Final Research Report
  • [Book] 数字で立証するー裁判と統計2012

    • Author(s)
      ハンス・ザイゼル、ディビッド・ケイ(著)/細谷雄三(訳)
    • Total Pages
      355
    • Publisher
      牧野書店
    • Related Report
      2012 Annual Research Report
  • [Book] 数字で立証する-裁判と統計-2012

    • Author(s)
      ザイゼル, 他著、細谷雄三訳
    • Total Pages
      355
    • Publisher
      牧野書店
    • Related Report
      2011 Annual Research Report
  • [Remarks]

    • URL

      http://www.econ.tohoku.ac.jp/~hosoya/index.html

    • Related Report
      2013 Final Research Report
  • [Remarks]

    • URL

      http://www.hino.meisei-u.ac.jp/econ/yhosoya

    • Related Report
      2011 Annual Research Report
  • [Remarks]

    • URL

      http://www.hino.meisei-u.ac.jp/econ/yhosoya/

    • Related Report
      2010 Annual Research Report

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Published: 2010-08-23   Modified: 2019-07-29  

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