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2013 Fiscal Year Final Research Report

Advancing empirically effective models for analyzing financial risks and applying them to risk analysis and management

Research Project

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Project/Area Number 23243040
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Economic statistics
Research InstitutionMeiji University

Principal Investigator

KARIYA Takeaki  明治大学, その他の研究科, 教授 (70092624)

Co-Investigator(Kenkyū-buntansha) TSUKUDA Yoshihiko  東北大学, 経済学研究科, 教授 (10091836)
MAEKAWA Koichi  広島経済大学, 経済学研究科, 教授 (20033748)
YAMAMURA Yoshiro  明治大学, グローバル・ビジネス研究科, 教授 (60284353)
INUI Koji  明治大学, 総合数理学部, 教授 (60359825)
TANOKURA Yoko  明治大学, 先端数理科学研究科, 准教授 (60425832)
KAMIZONO Kenji  長崎大学, 経済学部, 准教授 (70336147)
Project Period (FY) 2011-11-18 – 2014-03-31
Keywords金融リスクマネジメント / 信用リスク / 国債価格モデル / 社債価格モデル / 金利の期間構造 / ディフォルト確率の期間構造 / 市場金利変動分析 / 市場価格スプレッド
Research Abstract

Firstly, in our own cross-sectional approach, we developed empirically effective models for analyzing fluctuations of interest rates, government bond (GB) prices, corporate bond (CB) prices, and credit risk for risk management, and we made various empirical analyses for some periods including the recent Financial Crisis. Among others, they include analyses on prices of Japanese GBs, US GBs, 5 GBs in EU, and Japanese CBs. In the credit risk analysis, we developed new credit risk price spread measures and market rating methods, and using them, the term structures of default probabilities for some industry and firms were derived.
Secondly in time series settings, among others, a model for predicting GB prices was made with application to Japanese GB prices. Also, we made a co-integration analysis on Asian bond returns with dynamic conditional correlation model, and proposed a change point estimation method with application to exchange rates.

  • Research Products

    (7 results)

All 2013 2012 2011

All Journal Article (3 results) (of which Peer Reviewed: 3 results) Presentation (3 results) Book (1 results)

  • [Journal Article] A CB (corporate bond) pricing model for deriving default probabilities and recovery rates2013

    • Author(s)
      Takeaki Kariya
    • Journal Title

      Advances in Modern Statistical Theory and Applications : Festschrift for Professor Morris L. Eaton, Institute of Mathematical Statistics

      Volume: Vol.10 Pages: 138-157

    • DOI

      10.1214/12-IMSCOLL1008

    • Peer Reviewed
  • [Journal Article] Empirically Effective Bond Pricing Model for USGBs and Analysis on Term Structures of Implied Interest Rates in Financial Crisis2013

    • Author(s)
      Takeaki Kariya, Yoshiro Yamamura and Zhu Wang
    • Journal Title

      Communications in Statistics -Theory and Methods

    • Peer Reviewed
  • [Journal Article] Empirically Effective Bond Pricing Model and Analysis on Term Structures of Implied Interest Rates in Financial Crisis2012

    • Author(s)
      Takeaki Kariya, Jingusui Wang, Zhu Wang, Eiichi Doi and Yoshiro Yamamura
    • Journal Title

      Asia-Pacific Financial Markets

      Volume: Vol.19 Pages: 259-292

    • DOI

      10.1007/s10690-011-9149-1

    • Peer Reviewed
  • [Presentation] Measuring Credit Risk of Individual Corporate Bonds and Deriving Term Structures of Default Probabilities2013

    • Author(s)
      Takeaki Kariya
    • Organizer
      The 7th Annual Probability and Statistics Day at UMBC(Department of Mathematics and Statistics at UMBC)
    • Place of Presentation
      UMBC Baltimore, USA
    • Year and Date
      2013-04-27
  • [Presentation] Measuring Credit Risk of French, Italian, Spanish and Greek GBs Relative to German GB and Deriving Term Structures of Default Probabilities2013

    • Author(s)
      Takeaki Kariya
    • Organizer
      JAFEE -Columbia-ISM International Conference on Financial Mathematics, Engineering and Statistics (as 10th JAFEE-Columbia Conference on Mathematics of Finance)
    • Place of Presentation
      The Institute of Statistical Mathematics(ISM), Tachikawa Campus,Tokyo
    • Year and Date
      2013-03-18
  • [Presentation] A CB(Corporate Bond) Pricing Model for Deriving Default Probabilities and Recovery Rates2011

    • Author(s)
      Takeaki Kariya
    • Organizer
      Quantitative Methods in Finance 2011
    • Place of Presentation
      Hilton Sydney Hotel(University of Technology Sydney)
    • Year and Date
      2011-12-14
  • [Book] Recent Advances in Financial Engineering 20112012

    • Author(s)
      Shimada, J., Takahashi, T., Miyakoshi, T., and Tsukuda, Y
    • Publisher
      Springer-Verlark

URL: 

Published: 2015-06-25   Modified: 2015-07-08  

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