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Researches on Asymptotic Expansion Approaches around Non-Gaussian Distributions

Research Project

Project/Area Number 15K17087
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Money/ Finance
Research InstitutionTokyo Metropolitan University (2016-2017)
University of Tsukuba (2015)

Principal Investigator

Takehara Kohta  首都大学東京, 社会科学研究科, 准教授 (70611747)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2016: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2015: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Keywords漸近展開法 / 解析近似解 / オプション価格解 / SABRモデル / デリバティブ価格評価 / 金融数値解法 / オプション価格評価
Outline of Final Research Achievements

In this research, we analyse "an asymptotic expansion approach," known as a useful tool for practitioners in pricing derivatives or risk managements. Especially, we extend the "original" approach which expands the target process around Normal distribution, to the ours expanding the target around more general stochastic processes whose distributions are available. We also try to analyse the mathematical structures in our expansion.
As a result, the underlying problem for solving the stochastic differential equation is transformed into the problem for solving infinite numbers of ordinary differential equations with hierarchical dependence, via projecting correction terms onto the "central" terms in our expansion.
To confirm usefulness and accuracy of our proposing technique, it is applied to practically important examples, such as an expansion of lamuda-SABR model with mean-reversion around original SABR model, and satisfactory results are observed.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (9 results)

All 2018 2017 2016 2015

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (8 results) (of which Int'l Joint Research: 2 results)

  • [Journal Article] Time-delayed feedback control of diffusion in random walkers2017

    • Author(s)
      Hiroyasu Ando, Kohta Takehara and Miki Kobayashi
    • Journal Title

      Physical Review E

      Volume: 96 Issue: 1 Pages: 012148-012153

    • DOI

      10.1103/physreve.96.012148

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Presentation] Approximation for Time-Delayed SDEs2018

    • Author(s)
      Kohta Takehara
    • Organizer
      制御工学セミナー
    • Related Report
      2017 Annual Research Report
  • [Presentation] SABR model expansion around zero correlation2018

    • Author(s)
      Kohta Takehara
    • Organizer
      Quantitative Methods in Finance
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] SABR model expansion around zero correlation2017

    • Author(s)
      Kohta Takehara
    • Organizer
      ファイナンス経済セミナー
    • Related Report
      2017 Annual Research Report
  • [Presentation] An Asymptotic Expansion Approach around Non-Gaussian Distributions2017

    • Author(s)
      Kohta Takehara
    • Organizer
      丸の内QFセミナー
    • Related Report
      2017 Annual Research Report
  • [Presentation] Approximation for Time-Delayed SDEs2017

    • Author(s)
      Kohta Takehara
    • Organizer
      ファイナンス経済セミナー
    • Related Report
      2017 Annual Research Report
  • [Presentation] An Asymptotic Expansion Approach around Non-Gaussian Distributions2016

    • Author(s)
      Kohta Takehara
    • Organizer
      ファイナンス経済セミナー
    • Place of Presentation
      東京,丸の内
    • Year and Date
      2016-08-18
    • Related Report
      2016 Research-status Report
  • [Presentation] An Asymptotic Expansion Approach around Non-Gaussian Distributions2016

    • Author(s)
      Kohta Takehara
    • Organizer
      丸の内QFセミナー
    • Place of Presentation
      首都大学東京
    • Year and Date
      2016-05-23
    • Related Report
      2016 Research-status Report
  • [Presentation] An Asymptotic Expansion Approach around Non-Gaussian Distributions2015

    • Author(s)
      Kohta Takehara
    • Organizer
      Quantitative Methods in Finance
    • Place of Presentation
      Hilton Sydney, Australia
    • Year and Date
      2015-12-17
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research

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Published: 2015-04-16   Modified: 2019-03-29  

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