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Integrated models of capital adequacy - Why banks are undercapitalised

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  • Kretzschmar, Gavin
  • McNeil, Alexander J.
  • Kirchner, Axel

Abstract

With the majority of large UK and many US banks collapsing or being forced to raise capital over the 2007-9 period, blaming bankers may be satisfying but is patently insufficient; Basel II and Federal oversight frameworks also deserve criticism. We propose that the current methodological void at the heart of Basel II, Pillar 2 is filled with the recommendation that banks develop fully-integrated models for economic capital that relate asset values to fundamental drivers of risk in the economy to capture systematic effects and inter-asset dependencies in a way that crude correlation assumptions do not. We implement a fully-integrated risk analysis based on the balance sheet of a composite European bank using an economic-scenario generation model calibrated to conditions at the end of 2007. Our results suggest that the more modular, correlation-based approaches to economic capital that currently dominate practice could have led to an undercapitalisation of banks, a result that is clearly of interest given subsequent events. The introduction of integrated economic-scenario-based models in future can improve capital adequacy, enhance Pillar 2's application and rejuvenate the relevance of the Basel regulatory framework.

Suggested Citation

  • Kretzschmar, Gavin & McNeil, Alexander J. & Kirchner, Axel, 2010. "Integrated models of capital adequacy - Why banks are undercapitalised," Journal of Banking & Finance, Elsevier, vol. 34(12), pages 2838-2850, December.
  • Handle: RePEc:eee:jbfina:v:34:y:2010:i:12:p:2838-2850
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    3. D. E. Allen & M. McAleer & R. J. Powell & A. K. Singh, 2016. "A capital adequacy buffer model," Applied Economics Letters, Taylor & Francis Journals, vol. 23(3), pages 175-179, February.
    4. Zhu, Xiaoqian & Wei, Lu & Li, Jianping, 2021. "A two-stage general approach to aggregate multiple bank risks," Finance Research Letters, Elsevier, vol. 40(C).
    5. McNeil, Alexander J. & Smith, Andrew D., 2012. "Multivariate stress scenarios and solvency," Insurance: Mathematics and Economics, Elsevier, vol. 50(3), pages 299-308.
    6. Lee, Yongwoong & Yang, Kisung, 2019. "Modeling diversification and spillovers of loan portfolios' losses by LHP approximation and copula," International Review of Financial Analysis, Elsevier, vol. 66(C).
    7. Yongrok Choi & Xiaoxia Ye & Lu Zhao & Amanda C. Luo, 2016. "Optimizing enterprise risk management: a literature review and critical analysis of the work of Wu and Olson," Annals of Operations Research, Springer, vol. 237(1), pages 281-300, February.
    8. Yongrok Choi & Xiaoxia Ye & Lu Zhao & Amanda Luo, 2016. "Optimizing enterprise risk management: a literature review and critical analysis of the work of Wu and Olson," Annals of Operations Research, Springer, vol. 237(1), pages 281-300, February.
    9. Wei, Lu & Miao, Xiyuan & Jing, Haozhe & Liu, Zhidong & Xie, Zezhong, 2023. "Bank risk aggregation based on the triple perspectives of bank managers, credit raters, and financial analysts," Finance Research Letters, Elsevier, vol. 57(C).
    10. Benbouzid, Nadia & Mallick, Sushanta K. & Sousa, Ricardo M., 2017. "Do country-level financial structures explain bank-level CDS spreads?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 48(C), pages 135-145.
    11. Lina M Cortés & Juan F. Rendón & Javier Perote, 2021. "Determining the banking solvency risk in times of COVID-19 through Gram-Charlier expansions," Documentos de Trabajo de Valor Público 19593, Universidad EAFIT.
    12. Guidara, Alaa & Lai, Van Son & Soumaré, Issouf & Tchana, Fulbert Tchana, 2013. "Banks’ capital buffer, risk and performance in the Canadian banking system: Impact of business cycles and regulatory changes," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3373-3387.
    13. Hanene MEJDOUB & Mounira BEN ARAB, 2017. "A Multivariate Analysis for Risk Capital Estimation in Insurance Industry: Vine Copulas," Asian Development Policy Review, Asian Economic and Social Society, vol. 5(2), pages 100-119, June.
    14. Chakraborty, Sandip & Kakani, Ram Kumar & Sampath, Aravind, 2022. "Portfolio risk and stress across the business cycle," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 80(C).
    15. Bellini, Tiziano, 2013. "Integrated bank risk modeling: A bottom-up statistical framework," European Journal of Operational Research, Elsevier, vol. 230(2), pages 385-398.
    16. Vithessonthi, Chaiporn, 2014. "The effect of financial market development on bank risk: evidence from Southeast Asian countries," International Review of Financial Analysis, Elsevier, vol. 35(C), pages 249-260.
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    18. Krebs, Martin & Nippel, Peter, 2021. "Unexpected loss, expected profit, and economic capital: A note on economic capital for credit risk incorporating interest income, expenses, losses, and ROE target," Finance Research Letters, Elsevier, vol. 38(C).

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