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Time series analysis on financial crises

Research Project

Project/Area Number 23530248
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Economic statistics
Research InstitutionChiba University

Principal Investigator

OGA Takashi  千葉大学, 法政経学部, 准教授 (50326005)

Project Period (FY) 2011-04-28 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2012: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2011: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Keywordsマルコフ連鎖モンテカルロ法 / マルコフ切替モデル / 計量経済学 / 証券計量経済学 / ベイズ統計学 / 時系列解析 / MCMC / 経済統計 / ボラティリティ-変動モデル / 状態空間モデル
Outline of Final Research Achievements

In this study, we focused on the important financial risk indices, namely, beta risk and conditional volatility, and present efficient estimation tools based on Bayesian Markov Chain Monte Carlo methods. We conduct a survey study. We show the predictability of Japanese CI series at on the financial crisis in the empirical study, “In-sample and out-of-sample prediction for Japanese composite index”. In “Does the big earthquake affect on the financial Markets?” , we show the regime change in daily beta risks using state space models.

Report

(5 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (9 results)

All 2015 2014 2013 2012 2011

All Journal Article (2 results) (of which Peer Reviewed: 1 results) Presentation (7 results)

  • [Journal Article] Bayesian estimation of Persistent Income Inequality using the Lognormal Stochastic Volatility Model2012

    • Author(s)
      Haruhisa Nishino, Kazuhiko Kakamu, and Takashi Oga
    • Journal Title

      Journal of Income Distribution

      Volume: Volume 21, Number 1 Pages: 88-101

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] ベイズ計量経済学的に景気を捉える2011

    • Author(s)
      大鋸崇
    • Journal Title

      千葉大学経済研究

      Volume: 26巻第2号 Pages: 85-108

    • NAID

      120007065101

    • Related Report
      2011 Research-status Report
  • [Presentation] 東日本大震災が証券市場に与えた影響2015

    • Author(s)
      大鋸崇
    • Organizer
      2014年度 (第22回) 関西計量経済学研究会
    • Place of Presentation
      大阪大学・豊中キャンパス(大阪府豊中市)
    • Year and Date
      2015-01-10 – 2015-01-11
    • Related Report
      2014 Annual Research Report
  • [Presentation] 東日本大震災が証券市場に与えた影響2014

    • Author(s)
      大鋸崇
    • Organizer
      マクロ計量経済分析の最新の展開
    • Place of Presentation
      長崎県立大学佐世保校
    • Related Report
      2013 Research-status Report
  • [Presentation] 東日本大震災が証券市場に与えた影響2013

    • Author(s)
      大鋸崇
    • Organizer
      計量経済分析の最近の展開
    • Place of Presentation
      長崎県立大学佐世保校
    • Related Report
      2013 Research-status Report
  • [Presentation] Sampling the EGARCH Parameters2012

    • Author(s)
      Takashi Oga
    • Organizer
      ISBA2012 World Meeting
    • Place of Presentation
      Kyoto Terrsa
    • Related Report
      2012 Research-status Report
  • [Presentation] Sampling the EGARCH Parameters2012

    • Author(s)
      Takashi Oga
    • Organizer
      6th Japanese-European Bayesian Econometrics and Statistics Meeting
    • Place of Presentation
      千葉大学
    • Related Report
      2012 Research-status Report
  • [Presentation] In-sample and Out-of-sample Prediction for Japanese Composite Index2011

    • Author(s)
      大鋸崇
    • Organizer
      5th Japanese-European Bayesian Econometrics and Statistics Meeting
    • Place of Presentation
      Norges Bank,Oslo, Norway
    • Related Report
      2011 Research-status Report
  • [Presentation] Sampling Markov Switching EGARCH Parameters2011

    • Author(s)
      大鋸崇
    • Organizer
      科研費研究集会「ベイズ分析のための数値計算技法とその経済・ファイナンス分析への応用」
    • Place of Presentation
      下関市立大学唐戸サテライトキャンパス
    • Related Report
      2011 Research-status Report

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

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