A Gentle Introduction to Model Risk Quantification in Commercial Banking

Abstract

The simplification and assumptions that models must necessarily employ sometimes come at the cost of accuracy and structural integrity under stress. This exposes the bank to model risk: the risk of economic or reputation loss due to errors in the development, implementation or use of models.