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The empirical study for recovery rates and theoretical study for credit risk model in consideration of recovery rate

Research Project

Project/Area Number 24730192
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Economic statistics
Research InstitutionYokohama National University

Principal Investigator

ITOH Yuki  横浜国立大学, 国際社会科学研究院, 准教授 (70579606)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2014: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2013: ¥390,000 (Direct Cost: ¥300,000、Indirect Cost: ¥90,000)
Fiscal Year 2012: ¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Keywordsデフォルト / 回収率 / 企業倒産 / 債権回収 / 信用リスク / 企業価値 / 債権回収率 / 確率過程
Outline of Final Research Achievements

We construct the theoretical model on debt recovery rate. About the problem that the actual debt recovery rate is concentrated in the 0% and 100%, we construct the theoretical model about corporate value of each industry, bankruptcy, and the state of corporate value at the time of bankruptcy that debt recovery rate difference is due to the bankruptcy situation of each industry. By this, we able to construct the model that big difference of bankruptcy probability arises.
Because rating agencies rate the companies not only by the default probabilities but also by the debt recovery rates, as far to the bankruptcy prediction, it is thought that prediction accuracy is poor. We construct the original default prediction model. Moreover, we empirically compare our default prediction model and the ratings of rating agencies. As a result, the accurate of our default prediction model is the same degree or more than the ratings of credit agencies.

Report

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

    (4 results)

All 2015 2014 2012

All Journal Article (1 results) Presentation (3 results)

  • [Journal Article] An Alternative to the Standardized Approach for Assessing Credit Risk under the Basel Accord2014

    • Author(s)
      Yukiko Konno and Yuki Itoh
    • Journal Title

      Social Science Research Network

      Volume: なし Pages: 1-12

    • DOI

      10.2139/ssrn.2412579

    • Related Report
      2014 Annual Research Report
  • [Presentation] An Alternative to the Standardized Approach for Assessing Credit Risk under the Basel Accord2015

    • Author(s)
      紺野由希子・伊藤有希
    • Organizer
      JAFEE(日本金融・証券計量・工学学会)大会
    • Place of Presentation
      筑波大学・大塚キャンパス
    • Year and Date
      2015-01-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] 外部格付に依存しない信用リスク計測に関する研究2015

    • Author(s)
      紺野由希子・伊藤有希
    • Organizer
      第8回日本価値創造ERM学会研究発表大会
    • Place of Presentation
      明治大学・グローバルフロント
    • Year and Date
      2015-01-22
    • Related Report
      2014 Annual Research Report
  • [Presentation] デフォルトタイミングと債権回収率の関係2012

    • Author(s)
      伊藤有希
    • Organizer
      統計関連学会連合大会
    • Place of Presentation
      北海道大学
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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