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On asymptotic behaviors of stochastic processes in random environments and properties of random environments

Research Project

Project/Area Number 21540144
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 InstitutionKeio University

Principal Investigator

TAMURA Yozo  慶應義塾大学, 理工学部, 教授 (50171905)

Co-Investigator(Kenkyū-buntansha) SAKAGAWA Hironobu  慶應義塾大学, 理工学部, 講師 (60348810)
SUZUKI Yuki  慶應義塾大学, 医学部, 講師 (30286645)
MAEJIMA Makoto  慶應義塾大学, 理工学部, 名誉教授 (90051846)
SASADA Makiko  慶應義塾大学, 理工学部, 助教 (00609042)
Co-Investigator(Renkei-kenkyūsha) TANAKA Hiroshi  慶應義塾大学, 理工学部, 名誉教授 (70011468)
ATSUJI Atsushi  慶應義塾大学, 経済学部, 教授 (00221044)
Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2011: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2010: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2009: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords確率論 / ランダム媒質 / 漸近挙動 / 再帰性 / 大偏差原理 / カレント / 確率過程 / 国際研究者交流 / ドイツ
Research Abstract

On asymptotic behaviors of stochastic processes in random environments, mainly the recurrence properties of diffusion processes in multi-dimensional random environments are investigated. As discontinuous random environments, those having the form of sums of 1-dimensional stable processes are treated and as continuous random environments, multi-dimensional Gaussian random environments are considered. The recurrence properties of diffusion processes in those environments are proved. To investigate long time asymptotic behaviors of diffusions in more general environments, the large deviation principle for long time behaviors of current corresponding to stochastic integral is obtained with explicit rate function. On the properties of random environments, mainly some characterizations of self-decomposable distributions are given.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (27 results)

All 2012 2011 2010 2009 Other

All Journal Article (20 results) (of which Peer Reviewed: 14 results) Presentation (7 results)

  • [Journal Article] Limiting behavior of multi-dimensional diffusion processes in stable Levy environment with different indices2012

    • Author(s)
      Hiroshi Takahashi and Yozo Tamura
    • Journal Title

      統計数理研究所共同研究レポート

      Volume: 275 Pages: 100-105

    • Related Report
      2011 Final Research Report
  • [Journal Article] Limiting behavior of multi-dimensional diffusion processes in stable Levy environment with different indices2012

    • Author(s)
      H.Takahashi, Y.Tamura
    • Journal Title

      統計数里研究所共同研究レポート

      Volume: 275 Pages: 100-105

    • Related Report
      2011 Annual Research Report
  • [Journal Article] Limiting Behavior of multi-dimensional diffusion process in stable Levy environment2011

    • Author(s)
      Hiroshi Takahashi and Yozo Tamura
    • Journal Title

      統計数理研究所共同研究レポート

      Volume: 262 Pages: 129-135

    • Related Report
      2011 Final Research Report
  • [Journal Article] Recurrence of diffusion process in Gaussian field2011

    • Author(s)
      Seiichiro Kusuoka, Hiroshi Takahashi and Yozo Tamura
    • Journal Title

      統計数理研究所共同研究レポート

      Volume: 262 Pages: 136-141

    • Related Report
      2011 Final Research Report
  • [Journal Article] Spectral gap for multi-species exclusion processes2011

    • Author(s)
      Yukio Nagahata and Makiko Sasada
    • Journal Title

      Journal of Statistical Physics

      Volume: 143 Pages: 381-398

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Selfdecomposability of moving average fractional Levy processes2011

    • Author(s)
      Serge Cohen and Makoto Maejima
    • Journal Title

      Statistics and Probability Letters

      Volume: 81 Pages: 1664-1669

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Several forms of stochastic integral representations of gamma random variables and related topics2011

    • Author(s)
      Takahiro Aoyama, Makoto Maejima and Yohei Ueda
    • Journal Title

      Probability and Mathematical Statistics

      Volume: 31 Pages: 99-118

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Spectral gap for multi-species exclusion processes2011

    • Author(s)
      Yukio Nagahata
    • Journal Title

      Journal of Statistical Physics

      Volume: 143 Issue: 2 Pages: 381-398

    • DOI

      10.1007/s10955-011-0176-0

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Several forms of stochastic integral representations of gamma random Variables and related topics2011

    • Author(s)
      T.Aoyama, M.Maejima, Y.Ueda
    • Journal Title

      Probability and Mathematical Statistics

      Volume: 31 Pages: 99-118

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Limiting behavior of multi-dimensional diffusion process in stable Levy environment2011

    • Author(s)
      H.Takahashi, Y.Tamura
    • Journal Title

      統計数理研究所共同研究リポート

      Volume: 262 Pages: 129-135

    • Related Report
      2010 Annual Research Report
  • [Journal Article] Recurrence of diffusion process in Gaussian field2011

    • Author(s)
      Seiichiro Kusuoka, H.Takahashi, Y.Tamura
    • Journal Title

      統計数理研究所共同研究リポート

      Volume: 262 Pages: 136-141

    • Related Report
      2010 Annual Research Report
  • [Journal Article] Large deviations for stochastic line integrals as L^p currents2010

    • Author(s)
      Shigeo Kusuoka, Kazumasa Kuwada and Yozo Tamura
    • Journal Title

      Probability Theory and Related Fields

      Volume: 147 Pages: 649-674

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] α-decomposable distributions and related Ornstein-Uhlenbeck type processes2010

    • Author(s)
      Makoto Maejima and Yohei Ueda
    • Journal Title

      Stochastic Processes and their Applications

      Volume: 120 Pages: 2363-2389

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Compositions of mappings of infinitely divisible distributions with applications to finding the limits of some nested subclasses2010

    • Author(s)
      Makoto Maejima and Yohei Ueda
    • Journal Title

      Electronic Communications of Probability

      Volume: 15 Pages: 227-239

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Large deviations for stochastic line integrals as L^p-currents2010

    • Author(s)
      S.Kusuoka, K.Kuwada, Y.Tamura
    • Journal Title

      Probab.Theory Rel.Fields

      Volume: 147 Pages: 649-674

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Confinement of the two dimensional discrete Gaussian free field between two hard walls2009

    • Author(s)
      Hironobu Sakagawa
    • Journal Title

      Electronic Journal of Probability

      Volume: 14 Pages: 2310-2327

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Entropic repulsion of the massless field with a class of self-potentials2009

    • Author(s)
      Hironobu Sakagawa
    • Journal Title

      Journal of statistic Physics

      Volume: 135 Pages: 467-481

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] The limits of nested subclasses of several classes of infinitely divisible distributions are identical with the closure of the class of stable distribution2009

    • Author(s)
      Makoto Maejima and Ken-iti Sato
    • Journal Title

      Probability Theory and Related Fields

      Volume: 145 Pages: 119-142

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] The limits of nested subclasses of several classes lf infinitely divisible distributions are identical with the closure of the class of stable distributions2009

    • Author(s)
      M.Maejima, K.Sato
    • Journal Title

      Probab.Th.Rel.Fields 145

      Pages: 119-142

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Large deviation for stochastic line integtrals as L^p-currents

    • Author(s)
      S.Kusuoka, K.Kuwada, Y.Tamura
    • Journal Title

      Probab.Th.Rel.Fields (掲載確定)

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] レヴィ媒質中の多次元拡散過程の漸近挙動について,無限分解可能過程に関連する諸問題(16)2011

    • Author(s)
      高橋弘
    • Place of Presentation
      統計数理研究所
    • Year and Date
      2011-11-12
    • Related Report
      2011 Final Research Report
  • [Presentation] 狭義安定確率のレヴィ過程による確率積分表現について,無限分解可能過程に関連する諸問題(16)2011

    • Author(s)
      前島信
    • Place of Presentation
      統計数理研究所
    • Year and Date
      2011-11-12
    • Related Report
      2011 Final Research Report
  • [Presentation] 対称完全自己分解可能確率変数の級数表現について,無限分解可能過程に関連する諸問題(16)2011

    • Author(s)
      上田陽平
    • Place of Presentation
      統計数理研究所
    • Year and Date
      2011-11-12
    • Related Report
      2011 Final Research Report
  • [Presentation] Limiting behavior of multi-dimensional diffusion processes in stable Levy environment with different indices2011

    • Author(s)
      高橋弘
    • Organizer
      無限分解可能過程に関する諸問題(16)
    • Place of Presentation
      統計数理研究所(東京都)
    • Year and Date
      2011-11-12
    • Related Report
      2011 Annual Research Report
  • [Presentation] α-自己分解可能分布とそれに関連するOrnstein-Uhlenbeck過程2011

    • Author(s)
      前島信
    • Organizer
      日本数学会年会
    • Place of Presentation
      早稲田大学理工学部
    • Year and Date
      2011-03-20
    • Related Report
      2011 Final Research Report
  • [Presentation] ガンマ分布の種々の確率積分表現2011

    • Author(s)
      上田陽平
    • Organizer
      日本数学会年会
    • Place of Presentation
      早稲田大学理工学部
    • Year and Date
      2011-03-20
    • Related Report
      2011 Final Research Report
  • [Presentation] 速度を持つ粒子系に対する流体力学極限2011

    • Author(s)
      佐々田槙子
    • Organizer
      日本数学会年会統計分科会
    • Place of Presentation
      早稲田大学理工学部
    • Year and Date
      2011-03-20
    • Related Report
      2011 Final Research Report

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Published: 2009-04-01   Modified: 2016-04-21  

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