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  • 标题:Model Risk - Epistemology to Management. Ipse se nihil scire id unum sciat. (Socrates' Plato)
  • 作者:Bertrand K. Hassani
  • 期刊名称:Documents de Travail du Centre d'Economie de la Sorbonne
  • 印刷版ISSN:1955-611X
  • 出版年度:2015
  • 出版社:Centre d'Economie de la Sorbonne
  • 摘要:One of the main concern and regulatory topic financial institutions have to deal with is the model risk. Senior managers tend to consider more and more model risk as one of the highest exposure a financial institution has (as illustrated by the latest EBA paper related to Advanced Measurement Approach (AMA) for Operational Risk Capital calculation). Though, while the concept seems relatively simple, the definition of the model risk (traditional and regulatory), the origins of this one (from dogmas to mis-use) and the way to manage it (from engineering conservatism into models to a proper governance process) are not necessarily well handled by practitioners, academics and regulators. Giving a clear definition and understanding the root cause of a model failure allows adopting the appropriate management style to deal with the potential issue that could lead to dramatic failures. In this paper we are proposing an analysis of the model risk trying to understand the main issues leading to the failure and the best way to address them.
  • 关键词:Model risk; Operational risk; Risk management; Risk measurement; Epistemology
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