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Time-series analysis using high-frequency data and an application to risk management 研究代表者

Research Project

Project/Area Number 23730301
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Public finance/Monetary economics
Research InstitutionKushiro Public University of Economics

Principal Investigator

UBUKATA Masato  釧路公立大学, 経済学部, 准教授 (00467507)

Project Period (FY) 2011 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2012: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2011: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Keywords高頻度データ / 実現ボラティリティ / オプション / ボラティリティリスクプレミアム / インプライドボラティリティ / Realized variance / Implied variance / リスクマネジメント
Research Abstract

This study examines option pricing performance using different realized volatilities calculated from high-frequency data on the Japanese stock market. We findthat realized volatilities taking into account microstructure noise and non-trading hours are useful for option pricing. Further, we evaluate predictive performance of variance risk premium in Japan. The variance risk premium based on realizedvolatility using high-frequency data can reasonably forecast credit spreads in Japan’s corporate bond market relative to the variance risk premium using daily data.

Report

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

    (13 results)

All 2013 2012 2011 Other

All Journal Article (6 results) (of which Peer Reviewed: 1 results) Presentation (6 results) Remarks (1 results)

  • [Journal Article] Pricing Nikkei 225 Options Using Realized Volatility2013

    • Author(s)
      Ubukata, M., Watanabe, T
    • Journal Title

      Global COE Hi-Stat Discussion Paper Series

      Volume: 273 Pages: 1-46

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Journal Article] 実現ボラティリティ-ボラティリティの計測方法の発展とリスクマネジメントへの応用可能性-2011

    • Author(s)
      生方雅人,渡部敏明
    • Journal Title

      証券アナリストジャーナル

      Volume: 49(8) Pages: 16-26

    • Related Report
      2012 Final Research Report
  • [Journal Article] Market variance risk premiums in Japan as predictor variables and indicators of risk aversion2011

    • Author(s)
      Ubukata, M., Watanabe, T
    • Journal Title

      Global COE Hi-Stat Discussion Paper Series

      Volume: 214 Pages: 1-34

    • Related Report
      2012 Final Research Report
  • [Journal Article] Market variance risk premiums in Japan as predictor variables and indicators of risk aversion2011

    • Author(s)
      M. Ubukata and T. Watanabe
    • Journal Title

      Global COE Hi-Stat Discussion Paper Series, Hitotsubashi University

      Volume: 214 Pages: 1-34

    • Related Report
      2011 Research-status Report
  • [Journal Article] Pricing Nikkei 225 Options Using Realized Volatility2011

    • Author(s)
      M. Ubukata and T. Watanabe
    • Journal Title

      IMES Discussion Paper Series, Institute for monetary and economic studies, Bank of Japan

      Volume: 2011-E-18 Pages: 1-40

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] 実現ボラティリティ―ボラティリティの計測方法の発展とリスクマネジメントへの応用可能性―2011

    • Author(s)
      生方雅人, 渡部敏明
    • Journal Title

      証券アナリストジャーナル

      Volume: Vol.49, No.8 Pages: 16-26

    • Related Report
      2011 Research-status Report
  • [Presentation] Market variance risk premiums in Japan as predictor variables and indicators of risk aversion2012

    • Author(s)
      生方雅人
    • Organizer
      近経研究会
    • Place of Presentation
      横浜国立大学
    • Year and Date
      2012-07-05
    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Presentation] Market variance risk premiums in Japan as predictor variables and indicators of risk aversion2012

    • Author(s)
      Ubukata, M
    • Organizer
      2nd Institute of Mathematical Statistics Asia Pacific Rim Meeting
    • Place of Presentation
      Tsukuba International Congress Center
    • Year and Date
      2012-07-03
    • Related Report
      2012 Final Research Report
  • [Presentation] Market variance risk premiums in Japan as predictor variables and indicators of risk aversion2012

    • Author(s)
      Ubukata, M
    • Organizer
      The Joint Usage and Research Center Project Worksho
    • Place of Presentation
      Hiroshima University of Economics
    • Year and Date
      2012-03-17
    • Related Report
      2012 Final Research Report
  • [Presentation] Market variance risk premiums in Japan as predictor variables and indicators of risk aversion2012

    • Author(s)
      M. Ubukata
    • Organizer
      2nd IMS-APRM (Institute of Mathematical Statistics Asia Pacific Rim Meeting)
    • Place of Presentation
      Tsukuba International Congress Center
    • Related Report
      2012 Annual Research Report
  • [Presentation] Market variance risk premiums in Japan as predictor variables and indicators of risk aversion2012

    • Author(s)
      M. Ubukata
    • Organizer
      The Joint Usage and Research Center Project Workshop "The Estimation of Financial Volatility Using High-Frequency Data with Applications to Financial Risk Management"
    • Place of Presentation
      Hiroshima University of Economics Tatemachi Campus
    • Related Report
      2011 Research-status Report
  • [Presentation] Market variance risk premiums in Japan as predictor variables and indicators of risk aversion2011

    • Author(s)
      Ubukata, M
    • Organizer
      The Second International Conference "High-frequency Data Analysis in Financial Markets"
    • Place of Presentation
      Osaka University Nakanoshima Center
    • Year and Date
      2011-10-28
    • Related Report
      2012 Final Research Report 2011 Research-status Report
  • [Remarks]

    • URL

      http://www.geocities.jp/ubukatamasato/index.html

    • Related Report
      2012 Final Research Report

URL: 

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

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