Model risk of risk models

Source
ScienceDirect

This paper evaluates the model risk of models used for forecasting systemic and market risk. Model risk, which is the potential for different models to provide inconsistent outcomes, is shown to be increasing with market uncertainty. During calm periods, the underlying risk forecast models produce similar risk readings; hence, model risk is typically negligible. However, the disagreement between the various candidate models increases significantly during market distress, further frustrating the reliability of risk readings. Finally, particular conclusions on the underlying reasons for the high model risk and the implications for practitioners and policy makers are discussed.

Length of Resource
35 pages
Author
Jon Danielsson, Kevin R. James, Marcela Valenzuela, Ilknur Zerd
Date Published
Publication Type
paper
Resource Type
academic

ResourceID: 178508

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