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Study of long-term risk-sensitive portfolio optimization in non-standard settings

Research Project

Project/Area Number 20540115
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field General mathematics (including Probability theory/Statistical mathematics)
Research InstitutionKyoto University

Principal Investigator

SEKINE Jun  Kyoto University, 大学院・基礎工学研究科, 教授 (50314399)

Research Collaborator KAISE Hidehiro  名古屋大学, 情報科学研究科, 助教 (60377778)
HATA Hiroaki  静岡大学, 教育学部, 助教 (00609290)
Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2010: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2009: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2008: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywordsリスク鋭感的ポートフォリオ最適化 / 床制約 / 低下制約 / リスク回避極限 / 微分ゲーム / 長時間大偏差制御 / エルゴード型HJB方程式 / リスク回避的極限 / ロバスト極限 / 大偏差制御 / Wishart型確率過程 / 橋過程 / Kushner-Stratonovic方程式 / 長時間最適投資問題 / リスク鋭感的制御 / 最大値過程 / 最適停止問題 / 確率フィルタリング / Information-based asset pricin / 長時間ポートフォリオ最適化 / ポートフォリオインシュランス / アメリカ型OBPI / ダイナミックプロテクション
Research Abstract

(1) Long-term risk-sensitive portfolio optimizations are studied under floor constraint or/and a generalized drawdown constraint with a general market model, and optimal solutions and strategies are computed. (2) A similar problem is studied with a linear Gaussian factor model, and it is shown that nearly optimal strategies always exist even if the verification of the candidate strategy fails. (3) A differential game, obtained as a risk-averse limit, is studied, and an asymptotically optimal strategy is constructed from the saddle point of the game : this strategy effectively controls interest rate risk.

Report

(4 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (43 results)

All 2011 2010 2009 2008

All Journal Article (10 results) (of which Peer Reviewed: 10 results) Presentation (32 results) Book (1 results)

  • [Journal Article] Optimal portfolio for a highly risk-averse investor : a differential game interpretation2011

    • Author(s)
      Hidehiro Kaise, Jun Sekine
    • Journal Title

      Risk and Decision Analysis In press

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Long-term optimal portfolios with floor2011

    • Author(s)
      Jun Sekine
    • Journal Title

      Finance and Stochastics In press

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Explicit solution to a certain non-ELQG risk-sensitive stochastic control problem2010

    • Author(s)
      Hiriaki Hata, Jun Sekine
    • Journal Title

      Applied mathematics and Optimization 62(3)

      Pages: 341-380

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Explicit solution to a certain non-ELQG risk-sensitive stochastic control problem2010

    • Author(s)
      Hiroaki Hata, Jun Sekine
    • Journal Title

      Applied Mathematics and Optimizations

      Volume: 62(3) Pages: 341-380

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A note on the risk-premium process in an equilibrium2008

    • Author(s)
      Jun Sekine
    • Journal Title

      International Journal of Theoretical and Applied Finance 11(7)

      Pages: 705-716

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Marginal distribution of some path-dependent stochastic volatility model2008

    • Author(s)
      Jun Sekine
    • Journal Title

      Statistics and Probability Letters 78

      Pages: 1846-1850

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] On a large deviations control for a linear-quadratic model : the complete dual solution, Gakuto International Series2008

    • Author(s)
      Jun Sekine
    • Journal Title

      Mathematica Sciences and Application : Proceedings of 4^<th> JSIAM-SIMAI meeting 28

      Pages: 322-333

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Marginal Distribution of Some Path-Dependent Stochastic Volatility Model2008

    • Author(s)
      Jun Sekine
    • Journal Title

      Statistics and Probability Letters 78

      Pages: 1846-1850

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Note on the Risk-Premium Process in an Equilibrium2008

    • Author(s)
      Jun Sekine
    • Journal Title

      International Journal on Theoretical and Applied Finance 11(7)

      Pages: 705-716

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On a Large Deviations Control for a Linear-Quadratic Control : The Complete Dual Solution2008

    • Author(s)
      Jun Sekine
    • Journal Title

      Gakuto International Series on Mathematical Sciences and Applications 28

      Pages: 322-333

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Presentation] Long-term Optimal Portfolios with Floor2011

    • Author(s)
      関根順
    • Organizer
      4^<th> Financial Risks International Forum
    • Place of Presentation
      Chambre de commerce et d'institurie de Paris, France
    • Year and Date
      2011-03-10
    • Related Report
      2010 Final Research Report
  • [Presentation] Long-term Optimal Portfolio with Floor2011

    • Author(s)
      Jun Sekine
    • Organizer
      4^<th> Financial Risks Interenational Forum
    • Place of Presentation
      Chambre de commerce et d'institurie de Paris, France(招待講演)
    • Year and Date
      2011-03-10
    • Related Report
      2010 Annual Research Report
  • [Presentation] Risk-sensitive Portfolio Optimization with Small-noise and Large-risk-aversion2011

    • Author(s)
      関根順
    • Organizer
      5^<th>, Bachelier Colloquium
    • Place of Presentation
      Metabief, France
    • Year and Date
      2011-01-20
    • Related Report
      2010 Final Research Report
  • [Presentation] Risk-sensitive Portfolio Optimization with Small-noise and Large Risk-aversion2011

    • Author(s)
      Jun Sekine
    • Organizer
      5^<th>, Bachelier Colloquium
    • Place of Presentation
      Metabief, France(招待講演)
    • Year and Date
      2011-01-20
    • Related Report
      2010 Annual Research Report
  • [Presentation] Risk-sensitive Portfolio Optimization with Small-noise and Large-risk-aversion2010

    • Author(s)
      関根順
    • Organizer
      International Research Forum
    • Place of Presentation
      Polytechnic University, Hong Kong
    • Year and Date
      2010-12-17
    • Related Report
      2010 Final Research Report
  • [Presentation] Risk-sensitive Portfolio Optimization with Small-noise and Large Risk-aversion2010

    • Author(s)
      Jun Sekine
    • Organizer
      International Research Forum
    • Place of Presentation
      Hong Kong Polytechnic University, China(招待講演)
    • Year and Date
      2010-12-15
    • Related Report
      2010 Annual Research Report
  • [Presentation] Nearly Optimal Strategies for Risk-sensitive Portfolio Optimization on Infinite Horizon2010

    • Author(s)
      関根順
    • Organizer
      Stochastic Processes and Their Applications
    • Place of Presentation
      大阪千里ライフサイエンスビル
    • Year and Date
      2010-09-08
    • Related Report
      2010 Final Research Report
  • [Presentation] Nearly Optimal Strategies for Risk-sensitive Portfolio Optimization on Infinite Horizon2010

    • Author(s)
      Jun Sekine
    • Organizer
      Stochastic Processes and Their Applications
    • Place of Presentation
      大阪千里ライフサイエンスビル(招待講演)
    • Year and Date
      2010-09-08
    • Related Report
      2010 Annual Research Report
  • [Presentation] From Quantile Hedging to Large Deviations Controls with Long Horizon2010

    • Author(s)
      関根順
    • Organizer
      AJOU Conference on Control Theory, Financial Mathematics and Financial Engineering, In honor of Professor Alain Bensoussan
    • Place of Presentation
      AJOU University, Suwon, Korea
    • Year and Date
      2010-07-10
    • Related Report
      2010 Final Research Report
  • [Presentation] From Quantile Hedging to Large Deviations Controls with Long Horizon2010

    • Author(s)
      Jun Sekine
    • Organizer
      AJOU Conference on Control Theory, Financial Mathematics and Financial Engineering in honor of Professor Alain Bensoussan
    • Place of Presentation
      AJOU University, Suwon, Korea(招待講演)
    • Year and Date
      2010-07-09
    • Related Report
      2010 Annual Research Report
  • [Presentation] Portfolio insurance for long-term optimal investment2010

    • Author(s)
      関根順
    • Organizer
      広島大学確率論・力学系セミナー
    • Place of Presentation
      広島大学
    • Year and Date
      2010-02-21
    • Related Report
      2010 Final Research Report
  • [Presentation] From quantile hedging to large deviations controls with long horizon.2010

    • Author(s)
      関根順
    • Organizer
      International Workshop on Mathematical Finance,"Topics on Leadging-edge of Numerical procedures and models",東京工業大学CRAFT、総務省未来工学研究所主催
    • Place of Presentation
      TKP,虎ノ門ビジネスセンター,東京.
    • Year and Date
      2010-02-16
    • Related Report
      2009 Annual Research Report
  • [Presentation] From Quantile Hedging to Large Deviations Controls with Long-horizon"2010

    • Author(s)
      関根順
    • Organizer
      International Workshop on Mathematical Finance "Topics on Leading-edge Numerical Procedures and Models"
    • Place of Presentation
      TKP-新虎ノ門ビジネスセンター,JAPAN
    • Year and Date
      2010-02-15
    • Related Report
      2010 Final Research Report
  • [Presentation] ポートフォリオインシュランスと長期間最適化2010

    • Author(s)
      関根順
    • Organizer
      数理ファイナンスとその周辺、科研費研究集会
    • Place of Presentation
      名古屋大学ベンチャー・ビジネス・ラボラトリ
    • Year and Date
      2010-01-22
    • Related Report
      2009 Annual Research Report
  • [Presentation] ポートフォリオインシュランスと長期間最適化2010

    • Author(s)
      関根順
    • Organizer
      科研費研究集会「数理ファイナンスとその周辺」
    • Place of Presentation
      名古屋大学ベンチャー・ビジネス・ラボラトリー
    • Year and Date
      2010-01-18
    • Related Report
      2010 Final Research Report
  • [Presentation] Large Deviations Controls for Long-term Investment, Workshop on Risk Measures and Robust Optimization in Finance, Research Program "Financial Mathematics"2009

    • Author(s)
      関根順
    • Organizer
      Institute of Mathematical Sciences
    • Place of Presentation
      National University of Singapore, Singapore
    • Year and Date
      2009-11-19
    • Related Report
      2010 Final Research Report
  • [Presentation] Large deviations controls for long-term investment2009

    • Author(s)
      関根順
    • Organizer
      Workshop on Risk Measures and Robust Optimizations in Finance
    • Place of Presentation
      nsitute of MathematicalSciences, National University of Singapore
    • Year and Date
      2009-11-18
    • Related Report
      2009 Annual Research Report
  • [Presentation] Some Asymptotic Results for Probability Maximizing/Minimizing Portfolios2009

    • Author(s)
      関根順
    • Organizer
      RIMS International Research Project "Mathematical Finance" Congress : Stochastic Analysis for and from Finance
    • Place of Presentation
      京都リサーチパーク
    • Year and Date
      2009-08-10
    • Related Report
      2010 Final Research Report
  • [Presentation] Some asymptotic results for probability maximizing/minimizing portfolios2009

    • Author(s)
      関根順
    • Organizer
      RIMS International Research Project"Mathematical Finance"Congress : Stochastic Analysis for and from Finance
    • Place of Presentation
      京都リサーチパーク
    • Year and Date
      2009-08-07
    • Related Report
      2009 Annual Research Report
  • [Presentation] Some basic aspects on dynaimc utility maximization2009

    • Author(s)
      関根順
    • Organizer
      科研費研究集会「数理ファイナンスとその周辺」
    • Place of Presentation
      九州大学西新プラザ
    • Year and Date
      2009-02-23
    • Related Report
      2010 Final Research Report
  • [Presentation] Some basic aspects on dynamic portfolio optimization2009

    • Author(s)
      関根順
    • Organizer
      科研費研究集会「数理ファイナンスとその周辺」
    • Place of Presentation
      九州大学中新プラザ
    • Year and Date
      2009-01-22
    • Related Report
      2008 Annual Research Report
  • [Presentation] Dynamic protection for Bayesian optimal portfolios2009

    • Author(s)
      Jun Sekine
    • Organizer
      第2回金融工学教育国際会議
    • Place of Presentation
      一橋大学国立キャンパス
    • Year and Date
      2009-01-07
    • Related Report
      2008 Annual Research Report
  • [Presentation] Dynamic protection of baysian optimal portfolios2009

    • Author(s)
      関根順
    • Organizer
      第2回金融工学教育国際会議
    • Place of Presentation
      一橋大学
    • Year and Date
      2009-01-06
    • Related Report
      2010 Final Research Report
  • [Presentation] 数理ファイナンスの現状に関する若干の展望と床制約を置いた長時間ポートフォリオ最適化に関する考察2008

    • Author(s)
      関根順
    • Organizer
      日本数学会
    • Place of Presentation
      東京工業大学
    • Year and Date
      2008-09-24
    • Related Report
      2010 Final Research Report 2008 Annual Research Report
  • [Presentation] Remarks on long-term optimal portfolios with floor2008

    • Author(s)
      関根順
    • Organizer
      国際ワークショップ: Finance and Related Mathematical and Statistical Issues
    • Place of Presentation
      京都リサーチプラザ
    • Year and Date
      2008-09-13
    • Related Report
      2010 Final Research Report
  • [Presentation] Remaks on long-term optimal portfolios with floor2008

    • Author(s)
      Jun Sekine
    • Organizer
      Workshop on finance and related mathematical and statistical issues
    • Place of Presentation
      京都リサーチパーク
    • Year and Date
      2008-09-03
    • Related Report
      2008 Annual Research Report
  • [Presentation] Exponential Indifference Pricing and Hedging with Basis Risk and Partial Information for Conditionally Linear Models.2008

    • Author(s)
      関根順
    • Organizer
      The fifth colloquium on Backward Stochastic Differential Equations ; Finance and Applications
    • Place of Presentation
      Le Mans, France
    • Year and Date
      2008-06-19
    • Related Report
      2010 Final Research Report
  • [Presentation] Exponential indifference pricing and hedging with basis-risk and partial information for conditionally linear2008

    • Author(s)
      Jun Sekine
    • Organizer
      5-th Colloquium on Backward Stochastic Differential Equations and Their Applications to Finance and Insurance
    • Place of Presentation
      Universite du Maine (Le Mans, France)
    • Year and Date
      2008-06-19
    • Related Report
      2008 Annual Research Report
  • [Presentation] On the risk-premium process in an equilibrium2008

    • Author(s)
      関根順
    • Organizer
      Workshop on Stochastics and Finance
    • Place of Presentation
      National University of Tsing-Hua, Taiwan
    • Year and Date
      2008-04-21
    • Related Report
      2010 Final Research Report
  • [Presentation] On the risk-premium process in an equilibrium2008

    • Author(s)
      Jun Sekine
    • Organizer
      1-day Workshop on Financial Mathematics
    • Place of Presentation
      National Tsing-Hua University, Taiwan
    • Year and Date
      2008-04-21
    • Related Report
      2008 Annual Research Report
  • [Presentation] Risk-sensitive portfolio optimization with constraints2008

    • Author(s)
      関根順
    • Organizer
      Seminar for Stochastics
    • Place of Presentation
      Academia Sinica, Taipei, Taiwan
    • Year and Date
      2008-04-14
    • Related Report
      2010 Final Research Report
  • [Presentation] Risk-sensitive portfolio optimization with constraints2008

    • Author(s)
      Jun Sekine
    • Organizer
      Seminar on Probability, Academia Sinica
    • Place of Presentation
      Academia Sinica, Taipei
    • Year and Date
      2008-04-14
    • Related Report
      2008 Annual Research Report
  • [Book] 朝倉数学ハンドブック[応用編]2011

    • Author(s)
      関根順・飯高茂・楠岡成雄・室田一雄
    • Publisher
      朝倉書店(発刊予定)
    • Related Report
      2010 Final Research Report

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Published: 2008-04-01   Modified: 2016-04-21  

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