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Malliavin calculus for jump processes and studies on densities

Research Project

Project/Area Number 23740083
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field General mathematics (including Probability theory/Statistical mathematics)
Research InstitutionOsaka City University

Principal Investigator

TAKEUCHI Atsushi  大阪市立大学, 大学院理学研究科, 准教授 (30336755)

Project Period (FY) 2011-04-28 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2014: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2013: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2012: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2011: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywordsマリアヴァン解析 / ジャンプ過程 / 確率微分方程式 / 確率関数微分方程式 / 密度関数
Outline of Final Research Achievements

The Wiener-Poisson space is the family of right-continuous functions with left hand limits. I have applied the Malliavin calculus on the Wiener-Poisson space in order to study the properties on densities for jump processes. In the study, I could get the results on the logarithmic derivatives of densities with respect to some parameters, which characterize the process. And I have obtained the Greeks computations with numerical simulations on asset price dynamical models with jumps in mathematical finance. Furthermore, I studied the asymptotic behavior of densities for solutions to stochastic functional differential equations, whose current state depends on the past histories of the process. The most remarkable point is that the delay parameter of the stochastic functional differential equation plays a crucial role.

Report

(5 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (26 results)

All 2015 2014 2013 2012 2011 Other

All Journal Article (8 results) (of which Acknowledgement Compliant: 2 results,  Peer Reviewed: 3 results) Presentation (18 results) (of which Invited: 4 results)

  • [Journal Article] Bismut formula for SDE with jumps2015

    • Author(s)
      Atsushi Takeuchi
    • Journal Title

      The Institute of Statistical Mathematics Cooperative Research Report

      Volume: 350 Pages: 74-78

    • Related Report
      2014 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] Asymptotic behavior of densities for stochastic functional differential equations2014

    • Author(s)
      Atsushi Takeuchi
    • Journal Title

      RIMS Kokyuroku

      Volume: 1903 Pages: 198-204

    • Related Report
      2014 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] Remark on the integration by parts formula on the Poisson space2014

    • Author(s)
      Atsushi Takeuchi
    • Journal Title

      The Institute of Statistical Mathematics Cooperative Research Report

      Volume: 328 Pages: 105-109

    • Related Report
      2013 Research-status Report
  • [Journal Article] Asymptotic behavior of densities for stochastic functional differential equations2013

    • Author(s)
      A. Kitagawa and A. Takeuchi
    • Journal Title

      International Journal of Stochastic Analysis

      Volume: 12 Issue: 06 Pages: 1-31

    • DOI

      10.1155/2013/537023

    • URL

      https://ocu-omu.repo.nii.ac.jp/records/2016780

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Strict positivity of densities for stochastic differential equations driven by gamma processes2013

    • Author(s)
      Atsushi Takeuchi
    • Journal Title

      The Institute of Statistical Mathematics Cooperative Research Report

      Volume: 300 Pages: 14-24

    • Related Report
      2012 Research-status Report
  • [Journal Article] Computation of Greeks for asset price dynamics driven by stable and tempered stable processes2012

    • Author(s)
      Reichiro Kawai, A.Takeuchi
    • Journal Title

      Quantitative Finance

      Volume: (Published online) Issue: 8 Pages: 1303-1316

    • DOI

      10.1080/14697688.2011.589403

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Greeks formulas for asset price model with some Lévy processes2012

    • Author(s)
      Atsushi Takeuchi
    • Journal Title

      The Institute of Statistical Mathematics Cooperative Research Report

      Volume: 275 Pages: 8-16

    • Related Report
      2012 Research-status Report
  • [Journal Article] Greeks formulae for an asset price model with gamma processes2011

    • Author(s)
      Rei-ichiro Kawai and Atsushi Takeuchi
    • Journal Title

      Mathematical Finance

      Volume: 21 Pages: 723-742

    • DOI

      10.1111/j.1467-9965.2010.00452.x

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] Integration by parts formula and density for SDE with jumps2014

    • Author(s)
      竹内敦司
    • Organizer
      京都大学談話会
    • Place of Presentation
      京都大学(京都府・京都市左京区)
    • Year and Date
      2014-12-03
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Bismut formula for SDE with jumps2014

    • Author(s)
      竹内敦司
    • Organizer
      統計数理研究所共同研究集会「無限分解可能過程と関連する諸問題」
    • Place of Presentation
      統計数理研究所(東京都・立川市)
    • Year and Date
      2014-11-27 – 2014-11-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] ジャンプ型確率過程に対する部分積分公式2014

    • Author(s)
      竹内敦司
    • Organizer
      日本数学会2014年度秋季総合分科会
    • Place of Presentation
      広島大学(広島県・東広島市)
    • Year and Date
      2014-09-25 – 2014-09-28
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Density for stochastic functional differential equations2014

    • Author(s)
      Atsushi Takeuchi
    • Organizer
      11th International Vilnius Conference on Probability Theory and Mathematical Statistics
    • Place of Presentation
      Vilnius (Lithuania)
    • Year and Date
      2014-06-30 – 2014-07-04
    • Related Report
      2014 Annual Research Report
  • [Presentation] Large deviation principle for stochastic functional differential equations2014

    • Author(s)
      Atsushi Takeuchi
    • Organizer
      研究集会「Stochastic Processes and Mathematical Finance」
    • Place of Presentation
      関西大学
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] Asymptotic behavior of densities for stochastic functional differential equations2013

    • Author(s)
      Atsushi Takeuchi
    • Organizer
      国際研究集会「36th Conference on Stochastic Processes and their Applications」
    • Place of Presentation
      コロラド大学ボルダー校(アメリカ)
    • Related Report
      2013 Research-status Report
  • [Presentation] Asymptotic behavior of densities for stochastic functional differential equations2013

    • Author(s)
      Atsushi Takeuchi
    • Organizer
      Bernoulli Society Satellite Meeting: "Asymptotic Statistics and Related Topics: Theories and Methodologies"
    • Place of Presentation
      東京大学
    • Related Report
      2013 Research-status Report
  • [Presentation] Remark on the integration by parts formula on the Poisson space2013

    • Author(s)
      Atsushi Takeuchi
    • Organizer
      研究集会「無限分解可能過程に関連する諸問題」
    • Place of Presentation
      統計数理研究所
    • Related Report
      2013 Research-status Report
  • [Presentation] Asymptotic behavior of densities for stochastic functional differential equations2013

    • Author(s)
      Atsushi Takeuchi
    • Organizer
      数理解析研究所研究集会「確率論シンポジウム」
    • Place of Presentation
      京都大学数理解析研究所
    • Related Report
      2013 Research-status Report
  • [Presentation] Strict positivity of densities for stochastic differential equations driven by gamma processes2012

    • Author(s)
      Atsushi Takeuchi
    • Organizer
      統計数理研究所共同研究集会 「無限分解可能過程と関連する諸問題」
    • Place of Presentation
      統計数理研究所
    • Related Report
      2012 Research-status Report
  • [Presentation] Positivity of densities for stochastic differential equations driven by gamma processes2012

    • Author(s)
      Atsushi Takeuchi
    • Organizer
      8th World Congress in Probability and Statistics
    • Place of Presentation
      Istanbul (Turkey)
    • Related Report
      2012 Research-status Report
  • [Presentation] Positivity of densities for solutions to stochastic differential equations driven by gamma processes2012

    • Author(s)
      Atsushi Takeuchi
    • Organizer
      Stochastic Analysis and its Applications(招待講演)
    • Place of Presentation
      新潟大学
    • Related Report
      2011 Research-status Report
  • [Presentation] Density of solutions to stochastic differential equations driven by gamma processes2011

    • Author(s)
      Atsushi Takeuchi
    • Organizer
      5th International Conference on Stochastic Analysis and its Applications
    • Place of Presentation
      Bonn, Germany
    • Related Report
      2011 Research-status Report
  • [Presentation] Greeks formulas for asset price model with some Levy processes2011

    • Author(s)
      Atsushi Takeuchi
    • Organizer
      統計数理研究所共同研究集会「無限分解可能過程と関連する諸問題」
    • Place of Presentation
      統計数理研究所
    • Related Report
      2011 Research-status Report
  • [Presentation] Density of solutions to stochastic differential equations driven by gamma processes2011

    • Author(s)
      Atsushi Takeuchi
    • Organizer
      科学研究費シンポジウム「確率解析とその周辺」
    • Place of Presentation
      佐賀大学
    • Related Report
      2011 Research-status Report
  • [Presentation] Density of solutions to stochastic differential equations driven by gamma processes2011

    • Author(s)
      Atsushi Takeuchi
    • Organizer
      科学研究費シンポジウム「確率論シンポジウム」
    • Place of Presentation
      関西大学
    • Related Report
      2011 Research-status Report
  • [Presentation] Large deviation principle for stochastic functional differential equations

    • Author(s)
      Atsushi Takeuchi
    • Organizer
      日本数学会2014年度年会
    • Place of Presentation
      学習院大学
    • Related Report
      2013 Research-status Report
  • [Presentation] Large deviations for stochastic functional differential equations

    • Author(s)
      Atsushi Takeuchi
    • Organizer
      micro-conference on Probability Theory and its Applications
    • Place of Presentation
      Melbourne, Australia
    • Related Report
      2012 Research-status Report
    • Invited

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

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