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Inter-temporal judgment and its anomalies

Research Project

Project/Area Number 16K03559
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Economic theory
Research InstitutionTokyo University of Science

Principal Investigator

Shimokawa Tetsuya  東京理科大学, 経営学部ビジネスエコノミクス学科, 教授 (30366447)

Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2018: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2017: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords意思決定 / 行動経済学 / 統計的パターン認識 / 神経経済学
Outline of Final Research Achievements

Inter-temporal judgment has played an essential role in economic studies and cognitive science. Discount utility models consisting of a stable temporal utility and a discount factor have been widely used in both research fields as the dominant model to depict human judgement due to their ease of analysis. Nevertheless, many empirical studies have suggested that discount utility models have a limited ability to describe people’s behavior. The current study intends to propose a versatile, statistical framework that mines human decision making from observable behaviors. Assuming people use the framework in many decision problems, it would be valid to expect that the use of such a decision-making model could serve as the superior depiction of observed judgements and anomalies thereof. The model presented here would succeed to some extent in depicting observed behavior and serving a coherent explanation for well-known anomalies.

Academic Significance and Societal Importance of the Research Achievements

通時的な意思決定は経済理論で中心的な役割を果たしてきた。もし仮に通時的な意思決定モデルが妥当性を欠くものであれば、現代経済理論の、特にマクロ経済学や金融理論の、多くの部分において、その基礎が揺らぐことになる。本研究は、マクロ経済学や金融理論において中心的な役割を果たす通時的意思決定モデルに、「行動経済学・神経経済学」、「マクロ計量経済学・金融統計学」の観点から、より強固な実証的基礎づけを与える試みである。

Report

(4 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (5 results)

All 2019 2017 Other

All Presentation (4 results) Remarks (1 results)

  • [Presentation] 脳情報を利用した自律的投資システムの開発 -人工市場実験による検証2019

    • Author(s)
      仲里慎司,宮川和大,下川哲矢
    • Organizer
      情報処理学会第81回全国大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 金融実務応用を視野に入れた最も効率的な生体情報のマルチモーダル測定について2019

    • Author(s)
      樋口稚菜,宮川和大,下川哲矢
    • Organizer
      情報処理学会第81回全国大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 人工市場における人間の投資意思決定モデルの精緻化  脳情報ならび視覚情報を用いて2017

    • Author(s)
      今川裕貴、下川哲矢
    • Organizer
      情報処理学会第79回全国大会
    • Place of Presentation
      名古屋大学
    • Related Report
      2016 Research-status Report
  • [Presentation] ディープラーニングを用いた人間の利他行動要因の特定:コーズマーケティングへの応用2017

    • Author(s)
      高田康起、下川哲矢
    • Organizer
      情報処理学会第79回全国大会
    • Place of Presentation
      名古屋大学
    • Related Report
      2016 Research-status Report
  • [Remarks] 研究紹介

    • URL

      https://www.rs.tus.ac.jp/simokawa/

    • Related Report
      2018 Annual Research Report

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Published: 2016-04-21   Modified: 2020-03-30  

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