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Statistical asymptotic theory for stochastic processes And its computer implementation

Research Project

Project/Area Number 18500219
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Statistical science
Research InstitutionKobe University (2007-2009)
Hiroshima International University (2006)

Principal Investigator

SAKAMOTO Yuji  Kobe University, 人間発達環境学研究科, 准教授 (70215664)

Project Period (FY) 2006 – 2009
Project Status Completed (Fiscal Year 2009)
Budget Amount *help
¥4,320,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥720,000)
Fiscal Year 2009: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2008: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2007: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2006: ¥1,200,000 (Direct Cost: ¥1,200,000)
Keywords統計的推測 / 時系列解析 / モデル選択 / 数理ファイナンス / 拡散過程 / マーク付き点過程 / 漸近展開 / クレーム過程 / 漸近理論 / 確率過程 / ファイナンス統計 / 点過程 / M推定量 / 裾確率評価 / Wang変換 / キュミュラント推定
Research Abstract

The higher-order asymptotic expansions of many test statistics for stochastic processes are obtained, which leads to asymptotic expansion formulas of test statistics for diffusion processes. Highly accurate approximation formulas for major discriminant functions are derived in case of small or ergodic diffusion observations. Moreover, asymptotic expansions of marked point processes with time in-homogenous intensity functions are obtained, and using the mathematical formula manipulation, explicit expression of the coefficients in the expansions are given. Computer program for the approximation formulas obtained are coded, and their accuracy is measured numerically.

Report

(6 results)
  • 2009 Annual Research Report   Final Research Report ( PDF )
  • 2008 Annual Research Report   Self-evaluation Report ( PDF )
  • 2007 Annual Research Report
  • 2006 Annual Research Report
  • Research Products

    (6 results)

All 2010 2008 Other

All Journal Article (6 results) (of which Peer Reviewed: 6 results)

  • [Journal Article] Asymptotic Expansion for Functionals of a Marked Point Process.2010

    • Author(s)
      Sakamoto,Y., Yoshida,N.
    • Journal Title

      Communications in Statistics. vol.39

      Pages: 1449-1465

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Asymptotic Expansion for Functionals of a Marked Point Process2010

    • Author(s)
      Sakamoto, Y., Yoshida, N.
    • Journal Title

      Communications in Statistics 39

      Pages: 1449-1465

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Asymptotic Expansion for Stochastic Processes2008

    • Author(s)
      Sakamoto, Y., Yoshida, N.
    • Journal Title

      Journal of Japan Statistical Society vol.3

      Pages: 173-185

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Asymptotic Expansion for Stochastic Processes2008

    • Author(s)
      Sakamoto, Y. and Yoshida, N.
    • Journal Title

      Journal of Japan Statistical Society vol.38

      Pages: 173-185

    • Related Report
      2008 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] Asymptotic Expansion for Stochastic Processes2008

    • Author(s)
      Sakamoto, Y, Yoshida, N.
    • Journal Title

      Journal of Japan Statistical Society 38

      Pages: 173-185

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Third-orderasymptotic expansion of M-estimators for diffusion processes

    • Author(s)
      Sakamoto, Y. and Yoshida, N.
    • Journal Title

      Annals of the Institute of Statistical Mathematics (掲載予定)

      Pages: 2009-2009

    • NAID

      40016772332

    • Related Report
      2008 Self-evaluation Report
    • Peer Reviewed

URL: 

Published: 2006-04-01   Modified: 2016-04-21  

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