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Evolution, misspecification and equilibrium

Research Project

Project/Area Number 21H00695
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 07010:Economic theory-related
Research InstitutionKyoto University

Principal Investigator

Newton Jonathan  京都大学, 経済研究所, 教授 (30829198)

Project Period (FY) 2021-04-01 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥9,750,000 (Direct Cost: ¥7,500,000、Indirect Cost: ¥2,250,000)
Fiscal Year 2023: ¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Fiscal Year 2022: ¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Fiscal Year 2021: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
KeywordsEvolution / Misspecification / Equilibrium / Rationality / Cycles / Learning / Misspecifcation
Outline of Research at the Start

It has been noted that "all models are wrong, but some are useful". This project will analyze how people should and do make decisions in such "misspecified" environments. Particular attention will be given to the evolution of behavior and to strategic considerations.

Outline of Final Research Achievements

The research on decision-making in misspecified environments has advanced our understanding of economic dynamics under uncertainty. It produced publications including "Stochastic Dynamics and Edmonds' Algorithm" which investigates cyclic decompositions in economic dynamics, and "Deep and Shallow Thinking in the Long Run," co-authored with Heinrich Nax in Zurich, which examines long-term effects of k-level strategic reasoning. Another work, "Rational beliefs when the truth is not an option," co-authored with Filippo Massari in Bologna, critiques established models of equilibrium in misspecified environments, proposing a new goal function that optimizes both log-likelihood and payoffs. This suggests a fundamental reevaluation of economic rationality in uncertain scenarios, challenging existing orthodoxies and pushing forward new theoretical frameworks.

Academic Significance and Societal Importance of the Research Achievements

この研究は誤指定環境における意思決定の新しい理論的枠組みを提供し、経済モデルの適用範囲を広げました。戦略的推論や均衡概念の再評価を通じて、不確実性下での経済行動のより良い理解に貢献。
また、新たな目標関数の提案は、実務的な意思決定支援ツールとしても応用可能で、経済学のみならず社会科学全般に影響を与える可能性があります。

Report

(4 results)
  • 2023 Annual Research Report   Final Research Report ( PDF )
  • 2022 Annual Research Report
  • 2021 Annual Research Report
  • Research Products

    (8 results)

All 2024 2023 2022

All Journal Article (2 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 2 results) Presentation (6 results) (of which Int'l Joint Research: 2 results,  Invited: 5 results)

  • [Journal Article] Stochastic dynamics and Edmond's algorithm2022

    • Author(s)
      Jonathan Newton
    • Journal Title

      Journal of Dynamics and Games

      Volume: 9 Issue: 4 Pages: 529-546

    • DOI

      10.3934/jdg.2021029

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Deep and shallow thinking in the long run2022

    • Author(s)
      Jonathan Newton
    • Journal Title

      Theoretical Economics

      Volume: 17 Issue: 4 Pages: 1501-1527

    • DOI

      10.3982/te4824

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] Rational beliefs when the truth is not an option2024

    • Author(s)
      Jonathan Newton
    • Organizer
      Tokyo University conference on misspecification
    • Related Report
      2023 Annual Research Report
    • Invited
  • [Presentation] Good biases in misspecified learning2023

    • Author(s)
      Jonathan Newton
    • Organizer
      LEG2023 Conference
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] What should economic agents learn in misspecified environments?2022

    • Author(s)
      Jonathan Newton
    • Organizer
      University of Sydney
    • Related Report
      2022 Annual Research Report
    • Invited
  • [Presentation] What should economic agents learn in misspecified environments?2022

    • Author(s)
      Jonathan Newton
    • Organizer
      National University of Singapore
    • Related Report
      2022 Annual Research Report
    • Invited
  • [Presentation] Evolution of collaboration2022

    • Author(s)
      Jonathan Newton
    • Organizer
      Learning & Evolution in Games (LEG2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Overview of asymmetry2022

    • Author(s)
      Jonathan Newton
    • Organizer
      Economics & Management in the era of Data Science workshop (EMbeDS2022)
    • Related Report
      2022 Annual Research Report
    • Invited

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Published: 2021-04-28   Modified: 2025-01-30  

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