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Measuring Financial Risks

Research Project

Project/Area Number 11630026
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Economic statistics
Research InstitutionFaculty of Economics, University of Tokyo

Principal Investigator

KUNITOMO Naoto  Faculty of Economics, University of Tokyo, Professor., 大学院・経済学研究科, 教授 (10153313)

Co-Investigator(Kenkyū-buntansha) KAMIYA Tazuya  Faculty of Economics, University of Tokyo, Professor, 大学院・経済学研究科, 教授 (50201439)
YAJIMA Yoshihiro  Faculty of Economics, University of Tokyo, Professor, 大学院・経済学研究科, 教授 (70134814)
YAMAMOTO Taku  Faculty of Economics, Hitotsubashi University, Professor, 経済学部, 教授 (50104716)
SATO Seisho  Institute of Statistical Mathematics, Research Associate., 助手 (60280525)
TSUKAHARA Hideatsu  Faculty of Economics, Seijyo University, Lecturer, 経済学部, 講師 (10282550)
Project Period (FY) 1999 – 2000
Project Status Completed (Fiscal Year 2000)
Budget Amount *help
¥3,200,000 (Direct Cost: ¥3,200,000)
Fiscal Year 2000: ¥1,400,000 (Direct Cost: ¥1,400,000)
Fiscal Year 1999: ¥1,800,000 (Direct Cost: ¥1,800,000)
KeywordsFinancial Risks / Interest Risks / Credit Risks / Continuous Diffusion Processes / Semi-Martingale Processes / Statistical Time Series Analysis / Contingent Claims
Research Abstract

The main purpose of this project was to re-examine the existing statistical methods often used in measuring financial risks in econometric analysis and financial engineering literatures.
First we have inverstigated the major probabilistic methods for analyzing financial risks and evaluation of contingent claim prices. They are based on the theory of stochastic processes, the continuous diffusion processes and the semi-martingale processes in particular, and we have investigated their applications including contingent claim valuation methods. In particular we have developed the new asymptotic expansion approach for evaluating complicated contingent claims when the interest rates are stochastic, which is a promising new approach to the contingent claims evaluations in mathematical finance. Also we have investigated the semi-martingale approach to financial problems and examined the existing pricing methods of credit risks. When there are some default risks in the financial market, it coul … More d be incomplete and we have examined the mathematical finance theories of related problems in the incomplete financial market.
Second, we have investigated the statistical methods for measuring financial risks including the statistical time series analysis and statistical survival analysis (statistical reliability theory). In particular we have investigated the copulas which is an extension of the correlation coefficient in stattistical analysis and the state space modeling for investigating the financial risks including the interest rates risks.
Third, there have been many new results we have obtained under the research efforts of this project on the financial risk measurements. The details of the results under our research project have been reported in domestic as well as international academic meetings and have been (or will be) reported in academic papers listed in this report.
In conclusion, we have acomplished the most important objectives of this project. Six members participated in this projectofficially have written many papers and also stimulated a large number of researchers in the related fields and some statisticians in the academic international perspectives We thank The Ministry of Education, Science, Sports and Culture and Japan Society for the Promotion of Science for giving the generous support to our research project. Less

Report

(3 results)
  • 2000 Annual Research Report   Final Research Report Summary
  • 1999 Annual Research Report
  • Research Products

    (52 results)

All Other

All Publications (52 results)

  • [Publications] Naoto Kunitomo with Y.Kim: "Pricing Options under Stochastic Interest Rates : A New Approach"Asia-Pacific Financial Markets. Vol.6. 49-70 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Naoto Kunitomo with S.Sato: "Stationary and Non-stationary Simultaneous Switching Autoreg ressive Models with an Application to Financial Time Series"Japanese Economic Review. Vol.50 No.2. 161-190 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Naoto Kunitomo: "On Simultaneous Switching Autoregressive Model""Nonlinear Statistical Inference" edited by C.Hsiao, Cambridge University Press, . (in Press). (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Naoto Kunitomo with A.Takahashi.: "On Validity of the Asymptotic Expansion Approach in Contingent Claim Analysis"Mathematical Finance,. Vol.11. 117-151 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 北川源四郎,佐藤整尚,永原裕一: "非ガウス型状態空間モデルによる確率的ボラティリティモデルの推定"金融研究(日本銀行金融研究所). 第18巻第1号. (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 北川源四郎,佐藤整尚: "一般化状態空間モデルによる分散変動時系列の解析"金融研究(日本銀行金融研究所). 第18巻別冊第1号.

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 佐藤整尚: "操作変数法を用いた同時転換自己回帰モデルの推定"日本統計学会誌. 29. 257-270 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Kitagawa,G.and S.Sato: "Nonlinear State Space Model Approach to Financial Time Series With Time-Varying Variance"The Hong Kong International Workshop on Statistics and Financ, ed.by W.S.Chan,(et.al) Imperial C.P.. (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Takahashi,A.and S.Sato: "Monte Carlo Fitlering Approach for Estimating the Term Structure of Interest Rates"Annals of The Institute of Statistical Mathematics. Vol.52,No.1. (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Hideatsu Tukahara: "Empirical Copulas and Some Applications"The Institute for Economic Studies, Seijyo University. 1-21 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 塚原英敦: ""証券市場の完備性と不完備市場""ジャフィー・ジャーナル. (近刊).

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Taku Yamamoto with Eiji Kurozumi: ""Modified Lag Augmented Vector Autoregressions,""Econometric Reviews. Vol.19 No.2. 207-231 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Taku Yamamoto with Yoichi Arai: "Alternative Representation of Asymptotic Distribution of Impulse Responses in Cointegrated VAR Systems"Economics Letters. Vol.67. 261-271 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Kazuya Kamiya: "Nonlinear pricing in general equilibrium models with joint production"Japanese Economic Review. (近刊). (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Yoshihiro Yajima with H.Nishino: "Parameter Estimation of Unit Root Processes with Missing Observations"The Japan Statistical Society. Vol.29. 181-200 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Yoshihiro Yajima: "Estimation of the Autocorrelation Function of a Stationary Time Series with Missing Observations"Sankya : The Indian Journal of Statistics. Vol.61. 189-207 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Naoto Kunitomo with Y.Kim: "Pricing Options under Stochastic Interest Rates : A New Approach"Asia-Pacific Financial Markets. 6. 49-70 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Naoto Kunitomo with S.Sato.: "Stationary and Non-stationary Simultaneous Switching Autoregressive Models with an Application to Financial Time Series"Japanese Economic Review. Vol.50, No.2. 161-190 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Naoto Kunitomo: "On Simultaneous Switching Autoregressive Model"In "Nonlinear Statistical Inference" edited by C.Hsiao, Cambridge University Press. (in Press.). (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Naoto Kunitomo, with A.Takahashi.: "On Validity of the Asymptotic Expansion Approach in Contingent Claim Analysis"Mathematical Finance. vol.11. 117-151 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Kitagawa, G.and Seisho Sato: "Nonlinear State Space Model Approach to Financial Time Series With Time-Varying Variance"Proceedings of the Hong Kong International Workshop on Statistics and Finance : An Interface, ed. by W.S.Chan, W.K.Li and H.Tong, Imperial College Press. (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Takahashi, A.and S.Sato: "Monte Carlo Fitlering Approach for Estimating the Term Structure of Interest Rates"Annals of The Institute of Statistical Mathematics. 52. 1 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Hideatsu Tsukahara: "Empirical Copulas and Some Applications"The Institute for Economic Studies. Seijyo University. 1-21 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Taku Yamamoto: "Modified Lag Augmented Vector Autoregressions"(with Eiji Kurozumi) Econometric Reviews. Vol.19, No.2. 207-231 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Taku Yamamoto: "Alternative Representation for Asymptotic Distribution of Impulse Responses in Cointegrated VAR Systems"(with Yoichi Arai) Economics Letters. Vol.67. 261-271 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Kazuya Kamiya: "Nonlinear pricing in general equilibrium models with joint production"Japanese Economic Review. (forthcoming). (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Yoshihiro Yajima with H.Nishino.: "Parameter Estimation of Unit Root Processes with Missing Observations"The Japan Statistical Society. Vol.29,2. 181-200 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Yoshihiro Yajima: "Estimation of the Autocorrelation Function of a Stationary Time Series with Missing Observations"Sankya : The Indian Journal of Statistics. Vol.61. 189-207 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Naoto Kunitomo with Y.Kim: "Pricing Options under Stochastic Interest Rates : A New Approach"Asia-Pacific Financial Markets. Vol.6. 49-70 (1999)

    • Related Report
      2000 Annual Research Report
  • [Publications] Naoto Kunitomo with S.Sato: "Stationary and Non-stationary Simultaneous Switching Autoreg ressive Models with an Application to Financial Time Series"Japanese Economic Review. Vol.50 No.2. 161-190 (1999)

    • Related Report
      2000 Annual Research Report
  • [Publications] Naoto Kunitomo: "On Simultaneoug Switching Autoregressive Model""Nonlinear Statistical Inference" edited by C.Hsiao,Cambridge University Press,. (in press). (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Naoto Kunitomo with A.Takahashi.: "On Validity of the Asymptotic Expansion Approach in Contingent Claim Analysis"Mathematical Finance,. Vol.11. 117-151 (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] 北川源四郎,佐藤整尚,永原裕一: "非ガウス型状態空間モデルによる確率的ボラティリティモデルの推定"金融研究(日本銀行金融研究所). 第18巻第1号. (1999)

    • Related Report
      2000 Annual Research Report
  • [Publications] 北川源四郎,佐藤整尚: "一般化状態空間モデルによる分散変動時系列の解析"金融研究(日本銀行金融研究所). 第18巻別冊第1号.

    • Related Report
      2000 Annual Research Report
  • [Publications] 佐藤整尚: "操作変数法を用いた同時転換自己回帰モデルの推定"日本統計学会誌. 29. 257-270 (1999)

    • Related Report
      2000 Annual Research Report
  • [Publications] Kitagawa,G.and S.Sato: "Nonlinear State Space Model Approach to Financial Time Series With Time-Varying Variance"The Hong Kong International Workshop on Statistics and Financ, ed.by W.S.Chan,(et.al) Imperial C.P.. (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Takahashi,A.and S.Sato: "Monte Carlo Fitlering Approach for Estimating the Term Structure ofInterest Rates"Annals of The Institute of Statistical Mathematics. Vol.52,No.1. (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] Hideatsu Tukahara: "Empirical Copulas and Some Applications"The Institute for Economic Studies,Seijyo University. 1-21 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 塚原英敦: ""証券市場の完備性と不完備市場""ジャフィー・ジャーナル. (近刊).

    • Related Report
      2000 Annual Research Report
  • [Publications] Taku Yamamoto with Eiji Kurozumi: ""Modified Lag Augmented Vector Autoregressions,""Econometric Reviews. Vol.19 No.2. 207-231 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Taku Yamamoto with Yoichi Arai: "Alternative Representation for Asymptotic Distribution of Impulse Responses in Cointegrated VAR Systems"Economics Letters. Vol.67. 261-271 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Kazuya Kamiya: "Nonlinear pricing in general equilibrium models with joint production"Japanese Economic Review. (近刊). (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Yoshihiro Yajima with H.Nishino: "Parameter Estimation of Unit Root Processes with Missing Observations"The Japan Statistical Society. Vol.29. 181-200 (1999)

    • Related Report
      2000 Annual Research Report
  • [Publications] Yoshihiro Yajima: "Estimation of the Autocorrelation Function of a Stationary Time Series with Missing Observations"Sankya : The Indian Journal of Statistics. Vol.61. 189-207 (1999)

    • Related Report
      2000 Annual Research Report
  • [Publications] Kim, Y.J. and Kunitomo, N.: "Pricing options under stochastic interest rates : A new approach"Asia-Pacific Financial Markets. Vol.6. 49-70 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Kunitomo, N. and S. Sato: "Stationary and nonstationary simultaneous switching autoregressive models with an application to financial time series"Japanese Economic Review. Vol.50,No.2. 161-190 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Kunitomo, N. and S. Sato: "On Simultaneous Switching Autoregressive Models"Nonlinear Statistical Inference. (近刊).

    • Related Report
      1999 Annual Research Report
  • [Publications] E. Kurozumi and T. Yamamoto: "Modified Lag Augmented Vector Autoregressions"Econometric Reviews. (近刊).

    • Related Report
      1999 Annual Research Report
  • [Publications] Y. Arai and T. Yamamoto: "Alternative representation for asymptotic distribution of impulse responses in cointegrated VAR systems"Economics Letters. (近刊).

    • Related Report
      1999 Annual Research Report
  • [Publications] Y. Yajima and H. Nishino: "Estimation of the autocorrelation function of a stationary time series with missing observations"Sankhya ser. A. Vol.61. 189-207 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] H. Nishino and Y. Yajima: "Parameter estimation of unit root processes with missing observations"Journal of Japan Statistical Society. Vol.29. 181-200 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Kazuya Kamiya: "Optimal cost allocation rule in general equilibrium models"数理解析研究所講究録. (近刊).

    • Related Report
      1999 Annual Research Report

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Published: 1999-04-01   Modified: 2016-04-21  

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