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A risk model driven by Lévy processes

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  • Manuel Morales
  • Wim Schoutens

Abstract

We present a general risk model where the aggregate claims, as well as the premium function, evolve by jumps. This is achieved by incorporating a Lévy process into the model. This seeks to account for the discrete nature of claims and asset prices. We give several explicit examples of Lévy processes that can be used to drive a risk model. This allows us to incorporate aggregate claims and premium fluctuations in the same process. We discuss important features of such processes and their relevance to risk modeling. We also extend classical results on ruin probabilities to this model. Copyright © 2003 John Wiley & Sons, Ltd.

Suggested Citation

  • Manuel Morales & Wim Schoutens, 2003. "A risk model driven by Lévy processes," Applied Stochastic Models in Business and Industry, John Wiley & Sons, vol. 19(2), pages 147-167, April.
  • Handle: RePEc:wly:apsmbi:v:19:y:2003:i:2:p:147-167
    DOI: 10.1002/asmb.492
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