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New developments of estimations and numerical analysis in finance

Research Project

Project/Area Number 23740089
Research Category

Grant-in-Aid for Young Scientists (B)

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

Principal Investigator

YASUDA Kazuhiro  法政大学, 理工学部, 准教授 (80509638)

Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2012: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2011: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywordsフィルタリング / フラクショナルブラウン運動 / マリアヴァン解析 / グリークス / Malliavin解析 / 局所マルチンゲール / 数理ファイナンス / Greeks / 統計解析
Research Abstract

Three main studies on estimations and numerical analysis in mathematical finance were considered. 1. A convergence rate to the real value of an approximation of the Bayesian estimator with respect to a number of data and choice of approximating parameters were theoretically given. Effects of filtering in expected utility maximization problems were also studied. 2. Using the Malliavin calculus, Greeks, which is one of risk measure, under a financial model with fractional Brownian motions were given and some effects were numerically confirmed. 3. Existence of jumps in Japanese stock markets and estimations of the distribution were studied. Existence of asset bubbles was also studied.

Report

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

    (35 results)

All 2014 2013 2012 2011 Other

All Journal Article (14 results) (of which Peer Reviewed: 12 results) Presentation (19 results) (of which Invited: 2 results) Remarks (2 results)

  • [Journal Article] Strong Consistency of Bayesian Estimator for the Ornstein-Uhlenbeck Process2013

    • Author(s)
      A. Kohatsu-Higa, N. Vayatis, K. Yasuda
    • Journal Title

      Inspired by Finance, The Musiela Festschrift

      Volume: - Pages: 411-438

    • DOI

      10.1007/978-3-319-02069-3_19

    • ISBN
      9783319020686, 9783319020693
    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] An Ornstein-Uhlenbeck Type Process which Satisfies Sufficient Conditions for a Simulation-Based Filtering Procedure2013

    • Author(s)
      A. Kohatsu-Higa 、K. Yasuda
    • Journal Title

      Malliavin Calculus and Stochastic Analysis

      Pages: 173-194

    • DOI

      10.1007/978-1-4614-5906-4_8

    • ISBN
      9781461459057, 9781461459064
    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Sensitivity Analysis of Expectation with respect to Stochastic Differential Equations with Long Memory through Malliavin Calculus2012

    • Author(s)
      K. Yasuda
    • Journal Title

      Transactions of the Institute of Systems, Control and Information Engineers

      Volume: Vol.25、no.11 Pages: 328-335

    • NAID

      10031159520

    • URL

      http://www.iscie.or.jp/j/?%E3%80%8C%E3%82%B7%E3%82%B9%E3%83%86%E3%83%A0%E5%88%B6%E5%BE%A1%E6%83%85%E5%A0%B1%E5%AD%A6%E4%BC%9A%E8%AB%96%E6%96%87%E8%AA%8C%E3%80%8D%E7%AC%AC25%E5%B7%BB#T25-11.

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Some Numerical Results of Sensitivity Analysis for Expected Values w.r.t. Linear SDE with Long Memory2012

    • Author(s)
      K. Yasuda
    • Journal Title

      Proceedings of the 43th ISCIE International Symposium on Stochastic Systems Theory and Its Applications

      Volume: (CD-ROM) Pages: 9-9

    • NAID

      130007377386

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Testing for Levy type jumps in Japanese stock market under the financial crisis using high-frequency data2012

    • Author(s)
      Y. Barada、K. Yasuda
    • Journal Title

      International Journal of Innovative Computing, Information and Control

      Volume: Vol.8 Pages: 2215-2223

    • URL

      http://www.ijicic.org/contents.htm.

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] On Weak Approximation of Stochastic Differential Equations with Discontinuous Drift Coefficient2012

    • Author(s)
      A. Kohatsu-Higa, A. Lejay, K. Yasuda
    • Journal Title

      京都大学数理解析研究所講究録

      Volume: 1788 Pages: 94-106

    • Related Report
      2012 Research-status Report
  • [Journal Article] Testing for Levy type jumps in Japanese stock market under the financial crisis using high-frequency data2012

    • Author(s)
      Y. Barada, K. Yasuda
    • Journal Title

      International Journal of Innovative Computing, Information and Control

      Volume: 8 Pages: 2215-2223

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Strong consistency of Bayesian estimator under discrete observation and unknown transition density2011

    • Author(s)
      A. Kohatsu-Higa、N. Vayatis、K. Yasuda
    • Journal Title

      Progress in Probability

      Volume: Vol.65 Pages: 165-187

    • DOI

      10.1007/978-3-0348-0097-6_10

    • ISBN
      9783034800969, 9783034800976
    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Volatility estimations under the financial crisis in the Japanese market and testing for jumps2011

    • Author(s)
      K. Aoki、Y. Barada、J. Tamura、K. Yasuda
    • Journal Title

      Proceedings of the 42th ISCIE International Symposium on Stochastic Systems Theory and Its Applications

      Pages: 112-120

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Testing for jumps in Japanese stock market under the financial crisis through high-frequency data2011

    • Author(s)
      Y. Barada、Y. Kubo、K. Yasuda
    • Journal Title

      Proceedings of the 42th ISCIE International Symposium on Stochastic Systems Theory and Its Applications

      Pages: 102-111

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Testing for jumps in Japanese stock market under the financial crisis through high-frequency data2011

    • Author(s)
      Y. Barada, Y. Kubo, K. Yasuda
    • Journal Title

      Proceedings of the 42th ISCIE International Symposium on Stochastic Systems Theory and Its Applications

      Volume: 42 Pages: 102-111

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Volatility estimations under the finanical crisis in the Japanese market and testing for jumps2011

    • Author(s)
      K. Aoki, Y. Barada, J. Tamura, K. Yasuda
    • Journal Title

      Proceedings of the 42th ISCIE International Symposium on Stochastic Systems Theory and Its Applications

      Volume: 42 Pages: 112-120

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] 金融危機下における日本の株式市場でのジャンプに関する検定2011

    • Author(s)
      茨田佳明, 久保裕介, 安田和弘
    • Journal Title

      京都大学数理解析研究所講究録

      Volume: 1736 Pages: 58-73

    • Related Report
      2011 Research-status Report
  • [Journal Article] Strong consistency of Bayesian estimator under discrete observation and unknown transition density2011

    • Author(s)
      A. Kohatsu-Higa, N. Vayatis, K. Yasuda
    • Journal Title

      Progress in Probability

      Volume: 65 Pages: 165-187

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] 確率微分方程式のオイラー・丸山近似について2014

    • Author(s)
      安田和弘
    • Organizer
      数理科学セミナー
    • Place of Presentation
      一橋大学
    • Year and Date
      2014-01-29
    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Presentation] On Effects of Estimations and Information for Expected Log-Utility Maximization Problems2013

    • Author(s)
      Y. Asakura、K. Yasuda
    • Organizer
      The 45^<th> ISCIE International Symposium on Stochastic Systems Theory and Its Applications
    • Place of Presentation
      琉球大学
    • Year and Date
      2013-11-01
    • Related Report
      2013 Final Research Report
  • [Presentation] 不連続ドリフト係数を持つ確率微分方程式の弱近似について2013

    • Author(s)
      安田和弘
    • Organizer
      阪大確率論セミナー
    • Place of Presentation
      大阪大学
    • Year and Date
      2013-10-22
    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Presentation] On Effects of Estimations and Information for Expected Log-Utility Maximization Problems2013

    • Author(s)
      朝倉悠也, 安田和弘
    • Organizer
      The 45th ISCIE International Symposium on Stochastic Systems Theory and Its Applications
    • Place of Presentation
      琉球大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] 確率インパルス制御問題の数値計算法について2012

    • Author(s)
      安田和弘
    • Organizer
      CREST セミナー
    • Place of Presentation
      立命館大学
    • Year and Date
      2012-08-16
    • Related Report
      2013 Final Research Report
  • [Presentation] 確率インパルス制御問題の数値計算法について2012

    • Author(s)
      安田和弘
    • Organizer
      オペレーションズリサーチ学会北海道支部・サマースクール
    • Place of Presentation
      定山渓ビューホテル
    • Year and Date
      2012-08-07
    • Related Report
      2013 Final Research Report
  • [Presentation] On Weak Approximation of Stochastic Differential Equations with Discontinuous Drift Coefficient2012

    • Author(s)
      K. Yasuda
    • Organizer
      The Second NIMS Summer School in Probability 2012
    • Place of Presentation
      NIMS、South Korea
    • Year and Date
      2012-06-19
    • Related Report
      2013 Final Research Report
  • [Presentation] On Weak Approximation of Stochastic Differential Equations with Discontinuous Drift Coefficient2012

    • Author(s)
      K. Yasuda
    • Organizer
      CREST and 4^<th> Ritsumeikan-Florence Workshop on Risk, Simulation and Related Topics
    • Place of Presentation
      立命館大学APC
    • Year and Date
      2012-03-08
    • Related Report
      2013 Final Research Report
  • [Presentation] On Weak Approximation of Stochastic Differential Equations with Discontinuous Drift Coefficient2012

    • Author(s)
      K. Yasuda
    • Organizer
      CREST and 4th Ritsumeikan-Florence Workshop on Risk, Simulation and Related Topics
    • Place of Presentation
      立命館大学APC
    • Related Report
      2011 Research-status Report
  • [Presentation] 不連続ドリフト係数を持つ確率微分方程式に対する近似2011

    • Author(s)
      安田和弘
    • Organizer
      確率論シンポジウム
    • Place of Presentation
      関西大学
    • Year and Date
      2011-12-19
    • Related Report
      2013 Final Research Report
  • [Presentation] Some Numerical Results of Sensitivity Analysis for Expected Values w.r.t. Linear SDE with Long Memory2011

    • Author(s)
      K. Yasuda
    • Organizer
      The 43th ISCIE International Symposium on Stochastic Systems Theory and Its Applications
    • Place of Presentation
      立命館大学
    • Year and Date
      2011-10-29
    • Related Report
      2013 Final Research Report 2011 Research-status Report
  • [Presentation] 不連続ドリフト係数を持つ確率微分方程式に対する近似2011

    • Author(s)
      安田和弘、A. Kohatsu-Higa、A. Lejay
    • Organizer
      経済の数理解析
    • Place of Presentation
      同志社大学
    • Year and Date
      2011-10-16
    • Related Report
      2013 Final Research Report
  • [Presentation] フラクショナルブラウン運動を用いた確率解析及びその応用2011

    • Author(s)
      安田和弘
    • Organizer
      CRESTセミナー
    • Place of Presentation
      立命館大学
    • Year and Date
      2011-08-08
    • Related Report
      2013 Final Research Report
  • [Presentation] フラクショナルブラウン運動を用いた確率解析及びその応用2011

    • Author(s)
      安田和弘
    • Organizer
      CRESTセミナー(招待講演)
    • Place of Presentation
      立命館大学
    • Related Report
      2011 Research-status Report
  • [Presentation] 不連続ドリフト係数を持つ確率微分方程式に対する近似2011

    • Author(s)
      安田和弘
    • Organizer
      経済の数理解析(招待講演)
    • Place of Presentation
      同志社大学
    • Related Report
      2011 Research-status Report
  • [Presentation] 不連続ドリフト係数を持つ確率微分方程式に対する近似2011

    • Author(s)
      安田和弘
    • 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] On Weak Approximation of Stochastic Differential Equations with Discontinuous Drift Coefficient

    • Author(s)
      K. Yasuda
    • Organizer
      The Second NIMS Summer School in Probability 2012
    • Place of Presentation
      NIMS, South Korea
    • Related Report
      2012 Research-status Report
  • [Presentation] 確率インパルス制御問題の数値計算法について

    • Author(s)
      安田 和弘
    • Organizer
      オペレーションズリサーチ学会北海道支部・サマースクール
    • Place of Presentation
      定山渓ビューホテル(北海道)
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] 確率インパルス制御問題の数値計算法について

    • Author(s)
      安田 和弘
    • Organizer
      CREST セミナー
    • Place of Presentation
      立命館大学(滋賀県)
    • Related Report
      2012 Research-status Report
    • Invited
  • [Remarks]

    • URL

      http://kenkyu-web.i.hosei.ac.jp/Profiles/22/0002150/theses.html

    • Related Report
      2013 Final Research Report
  • [Remarks] 法政大学教員情報検索

    • URL

      http://kenkyu-web.i.hosei.ac.jp/Profiles/22/0002150/theses.html

    • Related Report
      2012 Research-status Report

URL: 

Published: 2011-08-05   Modified: 2023-03-16  

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