• DocumentCode
    668406
  • Title

    Rating model of credit risk of commercial bank based on differential weighting and optimum partition

  • Author

    Zhan-jiang Li ; Guo-tai Chi

  • Author_Institution
    Sch. of Bus. Manage., Dalian Univ. of Technol., Dalian, China
  • Volume
    1
  • fYear
    2013
  • fDate
    23-24 Nov. 2013
  • Firstpage
    328
  • Lastpage
    331
  • Abstract
    The purpose of the bank´s credit risk rating is to reveal the credit risk level of the different banks. Based on rating index system of bank credit risk, the paper firstly uses the differential weighting method of the variation coefficient in order to determine objective weight effect sizes, then establishes calculation model of bank credit risk comprehensive scores, lastly uses optimum partition method to establish rating model of bank credit risk. The empirical results of rating model show that composite score of credit risk can be divided into five credit ratings and can not be divided into nine credit ratings. The contributions of this paper are to establish rating model of bank credit risk based on differential weighting method and optimum partition method and to solve the rating problem of credit risk of commercial banks.
  • Keywords
    banking; optimisation; risk management; bank credit risk comprehensive scores; commercial banks; composite score; credit risk level; credit risk rating model; differential weighting method; empirical analysis; objective weight-effect sizes; optimum partition method; rating index system; variation coefficient; Data models; Indexes; Logistics; Standards; credit risk; differential weighting; optimum partition; rating model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Management, Innovation Management and Industrial Engineering (ICIII), 2013 6th International Conference on
  • Conference_Location
    Xi´an
  • Print_ISBN
    978-1-4799-3985-5
  • Type

    conf

  • DOI
    10.1109/ICIII.2013.6702941
  • Filename
    6702941