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An behavior finance approach to asset price correlations and applications to financial engineering

Research Project

Project/Area Number 23330104
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Public finance/Monetary economics
Research InstitutionKyoto University

Principal Investigator

EGAMI Masahiko  京都大学, 経済学研究科(研究院), 教授 (40467395)

Co-Investigator(Kenkyū-buntansha) WAKAI Katsutoshi  京都大学, 大学院・経済学研究科, 准教授 (80455708)
Project Period (FY) 2011-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥19,630,000 (Direct Cost: ¥15,100,000、Indirect Cost: ¥4,530,000)
Fiscal Year 2013: ¥6,240,000 (Direct Cost: ¥4,800,000、Indirect Cost: ¥1,440,000)
Fiscal Year 2012: ¥6,370,000 (Direct Cost: ¥4,900,000、Indirect Cost: ¥1,470,000)
Fiscal Year 2011: ¥7,020,000 (Direct Cost: ¥5,400,000、Indirect Cost: ¥1,620,000)
Keywords構造変化 / 資産価格相関 / 行動学的要因 / 流動性 / ファンドマネージメント / 資産価格理論 / 相関係数 / レジームスイッチ / ジャンプモデル / ファイナンス / 行動学的分析
Research Abstract

After the global financial crisis, a number of research papers on the U.S. stock market report a higher correlation among indusries. This phenomenon may not be explained through the conventional risk-return analysis. We apply a Markov switching model that contains both reversible and irreversible chains and find that the structural change of the market seemed to occur in 2003, well before the crisis.
We also analyse bid-ask spreads, one of the liquidity measures, in the credit default swap (CDS) markets. These spreads are determined by the behaviors of the market participants. We successfully fit a self-exciting process combinded with time-changed Brownian motion. Moreover, we investigate the fund manager's optimal stopping problem where the fund is leveraged.

Report

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

    (21 results)

All 2014 2013 2012 Other

All Journal Article (7 results) (of which Peer Reviewed: 5 results) Presentation (11 results) (of which Invited: 3 results) Remarks (3 results)

  • [Journal Article] Observational equivalence and nonequivalence of subjective and robust mean--variance preferences2014

    • Author(s)
      K. Wakai
    • Journal Title

      Economics Letters

      Volume: 124 Issue: 2 Pages: 219-221

    • DOI

      10.1016/j.econlet.2014.05.019

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] The change of correlation structure across industries : An analysis in the regime switching framework2014

    • Author(s)
      M.Egami, Y.Shigeta, and K.Wakai
    • Journal Title

      京都大学経済学部ディスカッションペーパー

    • URL

      http://www.econ.kyoto-u.ac.jp/projectcenter/Paper/e-14-002.pdf

    • Related Report
      2013 Final Research Report
  • [Journal Article] On the continuous and smooth fit principle for optimal stopping problem in spectrally negative Levy modeles2014

    • Author(s)
      M.Egami and K.Yamazaki
    • Journal Title

      Advances in Applied Probability

      Volume: 46(1) Issue: 1 Pages: 139-167

    • DOI

      10.1239/aap/1396360107

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] On the continuous and smooth fit principle for optimal stopping problems in spectrally negative Levy models2014

    • Author(s)
      M. Egami and K. Yamazaki
    • Journal Title

      Advances in Applied Probability

      Volume: 46 (1) Pages: 139-167

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An analysis of CDS market liquidity by the Hawkes process2013

    • Author(s)
      M.Egami, Y.Kato, and T.Sawaki
    • Journal Title

      京都大学経済学部ディスカッションペーパー

    • URL

      http://www.econ.kyoto-u.ac.jp/projectcenter/Paper/e-13-001.pdf

    • Related Report
      2013 Final Research Report
  • [Journal Article] Optimal stopping problems for asset management2012

    • Author(s)
      S.Dayanik and M. Egami
    • Journal Title

      Advances in Applied Probability

      Volume: 44 (3) Issue: 3 Pages: 655-677

    • DOI

      10.1239/aap/1346955259

    • Related Report
      2013 Final Research Report 2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimal Stopping Problems for Asset Management

    • Author(s)
      Savas Dayanik, Masahiko Egami
    • Journal Title

      Advances in Applied Probability

      Volume: (掲載確定)

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Presentation] An excursion-theoretic approach to leveraged finance2014

    • Author(s)
      江上雅彦, 尾立唯生
    • Organizer
      International conference on portfolio selection and asset pricing in financial markets
    • Place of Presentation
      京都大学経済研究所
    • Related Report
      2013 Final Research Report
  • [Presentation] An excursion-theoretic approach to leveraged finance2014

    • Author(s)
      江上雅彦
    • Organizer
      International Conference on Portfolio Selection and Asset Pricing in Financial Markets
    • Place of Presentation
      京都大学
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] An excursion-theoretic approach to financial decisions2013

    • Author(s)
      江上雅彦, 尾立唯生
    • Organizer
      ワークショップ「金融工学, 数理計量ファイナンスの諸問題2013」
    • Place of Presentation
      大阪大学
    • Related Report
      2013 Final Research Report
  • [Presentation] An excursion-theoretic approach to financial decisions2013

    • Author(s)
      江上雅彦, 尾立唯生
    • Organizer
      横浜国大, 南山大学共同ファイナンスワークショップ
    • Place of Presentation
      横浜国立大学
    • Related Report
      2013 Final Research Report
  • [Presentation] The change of correlation structure across industries2013

    • Author(s)
      江上雅彦, 重田雄樹, 若井克俊
    • Organizer
      日本ファイナンス学会第21回大会
    • Place of Presentation
      武蔵大学
    • Related Report
      2013 Final Research Report
  • [Presentation] An analysis of CDS market liquidity by the Hawkes process2013

    • Author(s)
      江上雅彦, 加藤康之, 澤木智史
    • Organizer
      日本ファイナンス学会第21回大会
    • Place of Presentation
      武蔵大学
    • Related Report
      2013 Final Research Report
  • [Presentation] The change of correlation structure across industries: An analysis in the regime switching framework2013

    • Author(s)
      重田雄樹(江上雅彦・若井克俊の共著者)
    • Organizer
      日本ファイナンス学会21回大会
    • Place of Presentation
      武蔵大学江古田キャンパス
    • Related Report
      2013 Annual Research Report
  • [Presentation] An analysis of CDS market liquidity by the Hawkes process2013

    • Author(s)
      澤木智史(江上雅彦の共著者)
    • Organizer
      日本ファイナンス学会
    • Place of Presentation
      武蔵大学江古田キャンパス
    • Related Report
      2013 Annual Research Report
  • [Presentation] An excursion-theoretic approach to financial decisions2013

    • Author(s)
      江上雅彦
    • Organizer
      横浜国立大学・南山大学共同ファイナンス・ワークショップ2013
    • Place of Presentation
      横浜国立大学
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] An excursion-theoretic approach to financial decisions2013

    • Author(s)
      江上雅彦
    • Organizer
      ワークショップ「金融工学・数理計量ファイナンスの諸問題2013」
    • Place of Presentation
      大阪大学
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] On the Continuous and Smooth Fit Principle for Optimal Stopping Problems in Spectrally Negative Levy Models2012

    • Author(s)
      Masahiko Egami
    • Organizer
      Bachelier Finance Society
    • Place of Presentation
      Sydney, Australia
    • Related Report
      2012 Annual Research Report
  • [Remarks]

    • URL

      http://www.econ.kyoto-u.ac.jp/~egami/

    • Related Report
      2013 Final Research Report
  • [Remarks] Masahiko Egami

    • URL

      http://www.econ.kyoto-u.ac.jp/~egami/

    • Related Report
      2012 Annual Research Report
  • [Remarks]

    • URL

      http://www.econ.kyoto-u.ac.jp/~egami/

    • Related Report
      2011 Annual Research Report

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Published: 2011-04-06   Modified: 2019-07-29  

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