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Lognormal-Mixture Dynamics And Calibration To Market Volatility Smiles

Author

Listed:
  • DAMIANO BRIGO

    (Product and Business Development Group, Banca IMI, San Paolo-IMI Group, Corso Matteotti, 6, 20121 Milano, Italy)

  • FABIO MERCURIO

    (Product and Business Development Group, Banca IMI, San Paolo-IMI Group, Corso Matteotti, 6, 20121 Milano, Italy)

Abstract

We introduce a general class of analytically tractable models for the dynamics of an asset price based on the assumption that the asset-price density is given by the mixture of known basic densities. We consider the lognormal-mixture model as a fundamental example, deriving explicit dynamics, closed form formulas for option prices and analytical approximations for the implied volatility function. We then introduce the asset-price model that is obtained by shifting the previous lognormal-mixture dynamics and investigate its analytical tractability. We finally consider a specific example of calibration to real market option data.

Suggested Citation

  • Damiano Brigo & Fabio Mercurio, 2002. "Lognormal-Mixture Dynamics And Calibration To Market Volatility Smiles," International Journal of Theoretical and Applied Finance (IJTAF), World Scientific Publishing Co. Pte. Ltd., vol. 5(04), pages 427-446.
  • Handle: RePEc:wsi:ijtafx:v:05:y:2002:i:04:n:s0219024902001511
    DOI: 10.1142/S0219024902001511
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