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Research for simulation schemes of stochastic differential equations and its application to mathematical finance.

Research Project

Project/Area Number 23730297
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Public finance/Monetary economics
Research InstitutionJapanese Red Cross College of Nursing (2012)
The University of Tokyo (2011)

Principal Investigator

NINOMIYA Mariko  日本赤十字看護大学, 兼任講師 (70580827)

Project Period (FY) 2011 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2012: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2011: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords確率数値解析 / 高次弱近似 / 数理ファイナンス / 確率微分方程式 / 楠岡近似 / ファイナンス / デリバティブ価格付け
Research Abstract

Numerical calculation of stochastic differential equations has been applied in many fields such as mathematical finance. However, there has been a difficulty of speeding up of calculation. The higher-order approximation of SDEs introduced by Kusuoka (Kusuoka approximation) theoretically gives the possibility of improvement of this problem. The research representative and Syoiti Ninomiya successfully constructed an algorithm (NN algorithm) of the Kusuoka approximation (2009).The research representative found that the numbers of conditions for variance-covariance matrix could be drastically reduced and proved the possibility of extension of the integration scheme applied in the NN algorithm as well as showed that the range of application of the Kusuoka approximation can be extended. Also, software library of higher-order approximation including the NN algorithm was constructed and released for its spread.

Report

(3 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Research-status Report
  • Research Products

    (7 results)

All 2012 2011 Other

All Presentation (3 results) Remarks (4 results)

  • [Presentation] 確率微分方程式の楠岡近似を実現するソフトウェアライブラリ2012

    • Author(s)
      二宮祥一
    • Organizer
      2008-2012年度文部科学省科学研究費補助金基盤研究(A)20241038シンポジウム
    • Place of Presentation
      東京工業大学理財工学研究センター
    • Related Report
      2012 Final Research Report
  • [Presentation] 確率微分方程式の楠岡近似を実現するソフトウェアライブラリ2012

    • Author(s)
      二宮祥一
    • Organizer
      情報化ネットワーク社会に向けた高度な専門的数理技術ライブラリの研究と開発2008-2012年度文部科学省科学研究費補助金基盤研究(A)20241038シンポジウム
    • Place of Presentation
      東京工業大学理財工学研究センター
    • Related Report
      2012 Annual Research Report
  • [Presentation] 確率微分方程式の高次弱近似(楠岡近似)用プログラムライブラリの公開と使用法のチュートリアル2011

    • Author(s)
      二宮真理子
    • Organizer
      CARFセミナー
    • Place of Presentation
      東京大学経済学研究科
    • Year and Date
      2011-12-01
    • Related Report
      2012 Final Research Report 2011 Research-status Report
  • [Remarks] ソフトウェアライブラリ

    • URL

      https://sites.google.com/site/marikoninomiya/

    • Related Report
      2012 Final Research Report
  • [Remarks] ワーキングペーパー

    • URL

      http://www.carf.e.u-tokyo.ac.jp/workingpaper/detail.cgi_3fcf1af57528e6c8f9b6693ce95e5251c7.html

    • Related Report
      2012 Final Research Report
  • [Remarks]

    • URL

      http://www.carf.e.u-tokyo.ac.jp/workingpaper/detail.cgi?workingpaper_fseries_id=286

    • Related Report
      2011 Research-status Report
  • [Remarks]

    • URL

      http://www.carf.e.u-tokyo.ac.jp/workingpaper/detail.cgi?workingpaper_fseries_id=289

    • Related Report
      2011 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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