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Dynamic Financial Analysis: Classification, Conception, and Implementation

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  • Martin Eling
  • Thomas Parnitzke

Abstract

Dynamic financial analysis (DFA) models an insurance company's cash flow in order to forecast assets, liabilities, and ruin probabilities, as well as full balance sheets for different scenarios. In the past years DFA has become an important tool for the analysis of an insurance company's financial situation. In particular, it is a valuable instrument for solvency control, which is now becoming important as regulators encourage insurance companies to determine risk‐based capital using internal risk management models. This article considers three aspects: First, we discuss the reasons why DFA is of special importance today. Second, we classify DFA in the context of asset liability management and analyze its fundamental concepts. As a result, we identify several implementation problems that have not yet been adequately considered in the literature, and therefore our third aspect is a discussion of these areas. In particular we consider the generation of random numbers and the modeling of nonlinear dependences in a DFA framework.

Suggested Citation

  • Martin Eling & Thomas Parnitzke, 2007. "Dynamic Financial Analysis: Classification, Conception, and Implementation," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 10(1), pages 33-50, March.
  • Handle: RePEc:bla:rmgtin:v:10:y:2007:i:1:p:33-50
    DOI: j.1540-6296.2007.00104.x
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    File URL: https://doi.org/10.1111/j.1540-6296.2007.00104.x
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    References listed on IDEAS

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    1. Stephanie Hussels & Damian Ward & Ralf Zurbruegg, 2005. "Stimulating the Demand for Insurance," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 8(2), pages 257-278, September.
    2. Yehuda Kahane, 1977. "Determination of the Product Mix and the Business Policy of an Insurance Company--A Portfolio Approach," Management Science, INFORMS, vol. 23(10), pages 1060-1069, June.
    3. Martin Eling & Hato Schmeiser & Joan T. Schmit, 2007. "The Solvency II Process: Overview and Critical Analysis," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 10(1), pages 69-85, March.
    4. Elton, Edwin J. & Gruber, Martin J., 1992. "Optimal investment strategies with investor liabilities," Journal of Banking & Finance, Elsevier, vol. 16(5), pages 869-890, September.
    5. Lowe, Stephen P. & Stanard, James N., 1997. "An Integrated Dynamic Financial Analysis and Decision Support System for a Property Catastrophe Reinsurer1," ASTIN Bulletin, Cambridge University Press, vol. 27(2), pages 339-371, November.
    6. Janet E. Heffernan & Jonathan A. Tawn, 2004. "A conditional approach for multivariate extreme values (with discussion)," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 66(3), pages 497-546, August.
    7. Lothar Meyer, 2005. "Insurance and International Financial Reporting Standards," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 30(1), pages 114-120, January.
    8. Dieter Farny, 1997. "Security of Insurers: The American Risk Based Capital Model versus the European Model of Solvability for Property and Casualty Insurers," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 22(1), pages 69-75, January.
    9. Ray Rees & Ekkehard Kessner, 1999. "Regulation and efficiency in European insurance markets," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 14(29), pages 364-397.
    10. Stephen P. D'Arcy & Richard W. Gorvett, 2004. "The Use of Dynamic Financial Analysis to Determine Whether an Optimal Growth Rate Exists for a Property‐Liability Insurer," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 71(4), pages 583-615, December.
    11. Kaufmann, Roger & Gadmer, Andreas & Klett, Ralf, 2001. "Introduction to Dynamic Financial Analysis," ASTIN Bulletin, Cambridge University Press, vol. 31(1), pages 213-249, May.
    12. Chen, Andrew H., 1977. "Portfolio Selection with Stochastic Cash Demand," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 12(2), pages 197-213, June.
    13. Nikolaus von Bomhard, 2005. "Risk and Capital Management in Insurance Companies," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 30(1), pages 52-59, January.
    14. André P. Liebenberg & Robert E. Hoyt, 2003. "The Determinants of Enterprise Risk Management: Evidence From the Appointment of Chief Risk Officers," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 6(1), pages 37-52, February.
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    Cited by:

    1. Elisabeth Paté‐Cornell & Léa A. Deleris, 2009. "Failure Risks in the Insurance Industry: A Quantitative Systems Analysis," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 12(2), pages 199-212, September.
    2. Christian Hertrich, 2013. "Asset Allocation Considerations for Pension Insurance Funds," Springer Books, Springer, edition 127, number 978-3-658-02167-2, June.

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