Integrating operational and financial risk assessments
This paper proposes a novel methodology for integrating financial risk and operational risk. In order to demonstrate the approach, we use real data from a telecommunication company providing services to enterprises in di different business lines and geographical locations. For each enterprise, we have collected information about operational and financial performance. Our objective is to produce a coherent measure of risk, integrating operational losses from various types of equipment failures and financial risks derived from balance sheet information. The approach demonstrated in this case study can be generalized to general service providers who need to account for both the quality of service and the financial solvency of their customers. Addressing risks in both dimensions is critical to long term sustainability and business continuity.
|Date of creation:||26 Jan 2010|
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- Silvia Figini & Paolo Giudici & Pierpaolo Uberti, 2010. "A threshold based approach to merge data in financial risk management," Journal of Applied Statistics, Taylor & Francis Journals, vol. 37(11), pages 1815-1824.
- David J. Hand & Heikki Mannila & Padhraic Smyth, 2001. "Principles of Data Mining," MIT Press Books, The MIT Press, edition 1, volume 1, number 026208290x.
- Fantazzini, Dean, 2008. "Credit Risk Management," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 12(4), pages 84-137.
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