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

The study of stochastic differential equations with jumps

Research Project

Project/Area Number 13640194
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Basic analysis
Research InstitutionNanzan University

Principal Investigator

KUNITA Hiroshi  KUNITA,Hiroshi, 数理情報学部, 教授 (30022552)

Project Period (FY) 2001 – 2003
Project Status Completed (Fiscal Year 2003)
Budget Amount *help
¥2,200,000 (Direct Cost: ¥2,200,000)
Fiscal Year 2003: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 2002: ¥800,000 (Direct Cost: ¥800,000)
Fiscal Year 2001: ¥900,000 (Direct Cost: ¥900,000)
KeywordsMalliavin calculus / Levy process / martingales representative / equivalent martingal measure / Mathematical Finance / 確率微分方程式 / 確率解析 / 確率分布
Research Abstract

The study of the Malliavin calculus on the Wiener space was initiated by Malliavin in l980's and appears now completed form by works of many researchers. The result is applied to the stochastic differential equation based on the Wiener process and many interesting results are obtained for the smoothness of the law of the solution. However, for the study of the stochastic differential equations with jumps, the Malliavin calculus can not be applied. We need the analysis of the Poisson space (Poisson random measure) which describes random jumps. In this research program, we developed the Malliavin calculus to the product of the Wiener space and the Poisson space and then applied it to the smoothness of the law of the solution of a stochastic differential equation with jumps. In the course of the research we corporated with Yasushi Ishikawa in Ehime University and we wrote a joint paper on this subject.
Furthermore, we studied the structure of martingales on the filtered probability space generated by a Levy process, and we applied it to a problem in mathematical finance. If a stochastic process describing the movement of a stock (price process) has jumps the market is not complete. Then the risk neutral probabilities (equivalent martingale measures) is not uniquely determined. There are infinitely many equivalent martingale measures. Further, contingent claims such as options are not always attainable. In this research he showed that if a process is a martingale for any equivalent martingale measure, then the process can be represented by a stochastic integral based on the discounted price process. Using the result, he determined the upper and the lower prices of a contingent claim.

Report

(4 results)
  • 2003 Annual Research Report   Final Research Report Summary
  • 2002 Annual Research Report
  • 2001 Annual Research Report
  • Research Products

    (10 results)

All Other

All Publications (10 results)

  • [Publications] 國田 寛: "Malliavin calculus on the Wiener-Poisson space and its applications to canonical SDE with jumps"Stochastic Processes and their applications. 投稿中.

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 國田 寛: "Representations of martingales with Jumps and applications to mathematical finances"Stochastic analysis and related topics in Kyoto. 209-232 (2004)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 國田 寛: "Variational equality and port folio optimization for price processes with jumps"Proceed Stech Proc and Math. Finance.. 印刷中.

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Hiroshi Kunita: "Malliavin calculus on the Wiener-Poisson space and its applications to canonical SDE with jumps"Stochastic processes and their applications. (Submitted).

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Hiroshi Kunita: "Representation of martingales With jumps applications to mathematical finance"Stochastic analysis and related topics in Kyoto. 209-232 (2004)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Hiroshi Kunita: "Variational equalities and portfolio optimization for price processes with jumps"Stochastic processes and mathematical finance. (in printing).

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 國田 寛: "Representation of martingales with jumps and applications to mathematical finance"日本数学会ASPM 41巻(発表予定). (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] Hiroshi Kunita: "Ergodic properties of random positive semigroups"Acta applicandae mathematicae. 63. 85-201 (2000)

    • Related Report
      2002 Annual Research Report
  • [Publications] Hiroshi Kunita: "Malliavin calculus of canonical stochastic differential equations with jumps"アカデミア 南山大学紀要 数理情報編. 1. 39-51 (2001)

    • Related Report
      2002 Annual Research Report
  • [Publications] 國田 寛: "Malliavin calculus of canonical stochastic differential equations with jumps"アカデミア(南山大学紀要、数理情報編). 1. 39-51 (2001)

    • Related Report
      2001 Annual Research Report

URL: 

Published: 2001-04-01   Modified: 2016-04-21  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi