• DocumentCode
    635815
  • Title

    Combining chain-ladder claims reserving with fuzzy numbers

  • Author

    Heberle, Jochen ; Thomas, Abu

  • Author_Institution
    Dept. of Bus. Adm., Univ. of Hamburg, Hamburg, Germany
  • fYear
    2013
  • fDate
    24-28 June 2013
  • Firstpage
    102
  • Lastpage
    107
  • Abstract
    In this paper we extend the classical chain-ladder claims reserving method using fuzzy methods. Therefore, we derive new estimators for the claims development factors as well as new predictors for the ultimate claims. The advantage in using fuzzy numbers lies in the fact that the model uncertainty is directly included in and can be controlled by the “new” fuzzy claims development factors. We also provide a predictor for the uncertainty of the ultimate claims for single accident years and for aggregated accident years.
  • Keywords
    fuzzy set theory; insurance; accident years; classical chain-ladder claims reserving method; fuzzy claims development factors; fuzzy methods; fuzzy numbers; model uncertainty; Accidents; Business; Computational modeling; Educational institutions; Insurance; Predictive models; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS), 2013 Joint
  • Conference_Location
    Edmonton, AB
  • Type

    conf

  • DOI
    10.1109/IFSA-NAFIPS.2013.6608383
  • Filename
    6608383