• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Construction and Applications of risk measure theory based on category theory

Research Project

Project/Area Number 26330026
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Mathematical informatics
Research InstitutionHitotsubashi University

Principal Investigator

Nakagawa Hidetoshi  一橋大学, 大学院国際企業戦略研究科, 准教授 (30361760)

Co-Investigator(Kenkyū-buntansha) 足立 高徳  立命館大学, 理工学部, 客員教授 (60733722)
Research Collaborator TAKADA Hideyuki  
YAMANAKA Suguru  
KENMOTSU Teruo  
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2016: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2014: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords金融リスク / 圏論 / 多期間リスク尺度 / 格付変更モデル / デフォルト構造モデル
Outline of Final Research Achievements

We reviewed financial risk measures in line with the abstract mathematical framework of `category theory' which has never used in traditional finance research, we succeeded in introducing the category `Prob', which has all probability spaces as the objects. This category has a very high generality so as to not only analyze stochastic-jump models for credit risk events but apply to many other research fields.
In addition, from the viewpoint of application to credit risk, especially corporate bankruptcy concentration risk, we studied some new estimation methods of self-exciting effects and mutually-exciting effects of intensity of credit event occurrence such as bankruptcy, as well as a method of bankruptcy probability estimation based on new structural model whose state variable is specified by a dynamic business profit process. We confirmed their applicability through empirical analyses with the bankruptcy database and so on.

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

All Journal Article (5 results) (of which Peer Reviewed: 5 results,  Open Access: 4 results,  Acknowledgement Compliant: 2 results) Presentation (12 results) (of which Int'l Joint Research: 5 results,  Invited: 3 results)

  • [Journal Article] Hawkes過程による信用リスク伝播のモデリングとその応用2017

    • Author(s)
      山中 卓・中川 秀敏・杉原 正顯
    • Journal Title

      応用数理

      Volume: 27 Pages: 5-12

    • NAID

      130007043041

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Random thinning with credit quality vulnerability factor for better risk management of credit portfolio in a top-down framework2016

    • Author(s)
      Suguru Yamanaka, Hidetoshi Nakagawa, Masaaki Sugihara
    • Journal Title

      Japan Journal of Industrial and Applied Mathematics

      Volume: 33 Issue: 2 Pages: 321-341

    • DOI

      10.1007/s13160-016-0216-x

    • NAID

      210000160280

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] A random thinning model with a latent factor for improvement of top-down credit risk assessment2016

    • Author(s)
      Suguru Yamanaka, Hidetoshi Nakagawa, Masaaki Sugihara
    • Journal Title

      JSIAM Letters

      Volume: 8 Issue: 0 Pages: 37-40

    • DOI

      10.14495/jsiaml.8.37

    • NAID

      130005158056

    • ISSN
      1883-0609, 1883-0617
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Numerical analysis of rating transition matrix depending on latent macro factor via nonlinear particle filter method2014

    • Author(s)
      Hidetoshi Nakagawa, Hideyuki Takada
    • Journal Title

      Journal of Financial Engineering

      Volume: 1 Issue: 03 Pages: 1450026-1450026

    • DOI

      10.1142/s2345768614500263

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Toward categorical risk measure theory2014

    • Author(s)
      Takanori Adachi
    • Journal Title

      Theory and Applications of Cattegories

      Volume: 29 Pages: 389-405

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] Hawkesグラフの推定による日本企業の倒産リスク伝播構造の視覚化2017

    • Author(s)
      監物 輝夫・中川 秀敏
    • Organizer
      日本オペレーションズ・リサーチ学会 2017年春季研究発表会(創立60周年記念大会)
    • Place of Presentation
      沖縄県市町村自治会館(沖縄県那覇市)
    • Year and Date
      2017-03-16
    • Related Report
      2016 Annual Research Report
  • [Presentation] A Category of Probability Spaces and Monetary Value Measures2017

    • Author(s)
      Takanori Adachi
    • Organizer
      Winter Workshop on OR, Finance and Math
    • Place of Presentation
      Jozankei View Hotel, Sapporo(北海道札幌市)
    • Year and Date
      2017-02-19
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Hawkesグラフの推定による日本企業の倒産リスク伝播構造の視覚化2017

    • Author(s)
      監物 輝夫・中川 秀敏
    • Organizer
      第46回(2016年度冬季)JAFEE大会
    • Place of Presentation
      武蔵大学(東京都練馬区)
    • Year and Date
      2017-02-17
    • Related Report
      2016 Annual Research Report
  • [Presentation] A Category of Probability Spaces and Monetary Value Measures2017

    • Author(s)
      足立 高徳・琉 佳勲
    • Organizer
      第46回(2016年度冬季)JAFEE大会
    • Place of Presentation
      武蔵大学(東京都練馬区)
    • Year and Date
      2017-02-17
    • Related Report
      2016 Annual Research Report
  • [Presentation] An empirical study of credit risk assessment with an EBIT-based structural model2016

    • Author(s)
      Suguru Yamanaka (Co-author: Hidetoshi Nakagawa)
    • Organizer
      9th World Congress of the Bachelier Finance Society
    • Place of Presentation
      Crowne Plaza Times Square Hotel, New York (USA)
    • Year and Date
      2016-07-15
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Framework for Analyzing Financial Stochastic Jumps based on Belief and Knowledge2016

    • Author(s)
      Takanori Adachi
    • Organizer
      The 4th Asian Quantitative Finance Conference
    • Place of Presentation
      大阪大学中之島センター(大阪府・大阪市)
    • Year and Date
      2016-02-22
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Framework for Analyzing Financial Stochastic Jumps based on Belief and Knowledge2016

    • Author(s)
      Takanori Adachi
    • Organizer
      Winter Workshop on Operations Research, Finance and Mathematics 2016
    • Place of Presentation
      Sahoro Resort, Hokkaido(北海道・上川郡新得町)
    • Year and Date
      2016-02-19
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Some applications of an earning-based structural model to credit risk measurements2016

    • Author(s)
      Hidetoshi Nakagawa
    • Organizer
      Winter Workshop on Operations Research, Finance and Mathematics 2016
    • Place of Presentation
      Sahoro Resort, Hokkaido(北海道・上川郡新得町)
    • Year and Date
      2016-02-15
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] 利益ベースの構造型モデルによる信用リスク評価に関する実証分析2016

    • Author(s)
      山中卓, 中川秀敏
    • Organizer
      第44回(2015年度冬季)JAFEE大会
    • Place of Presentation
      慶應義塾大学三田キャンパス(東京都・港区)
    • Year and Date
      2016-01-25
    • Related Report
      2015 Research-status Report
  • [Presentation] 利益ベースの構造型モデルによるデフォルト率評価に関する実証分析2015

    • Author(s)
      山中卓, 中川秀敏
    • Organizer
      日本応用数理学会 2015年度年会
    • Place of Presentation
      金沢大学角間キャンパス(石川県・金沢市)
    • Year and Date
      2015-09-09
    • Related Report
      2015 Research-status Report
  • [Presentation] Toward categorical risk measure theory2015

    • Author(s)
      Takanori Adachi
    • Organizer
      The 3rd NUS Workshop on Risk and Regulation
    • Place of Presentation
      シンガポール, National University of Singapore
    • Year and Date
      2015-01-09
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] Toward categorical risk measure theory2014

    • Author(s)
      Takanori Adachi
    • Organizer
      The Quantitative Methods in Finance 2014 Conference
    • Place of Presentation
      シドニー, Hilton Hotel, SYDNEY
    • Year and Date
      2014-12-19
    • Related Report
      2014 Research-status Report

URL: 

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

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi