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The Performance of Analytical Approximations for the Computation of Asian Quanto-Basket Option Prices

Author

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  • Jean-Yves Datey

    (Comission Scolaire de Montreal, Canada)

  • Genevieve Gauthier

    (HEC Montreal, Canada)

  • Jean-Guy Simonato

    (HEC Montreal, Canada)

Abstract

An option contract now commonly encountered is the Asian quanto-basket option. This contract is useful for risk managers willing to participate to the return of an industrial sector with an international exposure without the foreign exchange risk exposition. Although the price of such contracts can be obtained very accurately using Monte Carlo simulation, market participants prefer faster but less accurate analytical approximations. This paper thus examines the precision of three different analytical approximations available to price Asian quanto-basket options. The results of a comprehensive simulation experiment performed on a large test pool of option contracts reveal that the approximations based on the reciprocal gamma and Johnson-type densities are in general the most accurate.

Suggested Citation

  • Jean-Yves Datey & Genevieve Gauthier & Jean-Guy Simonato, 2003. "The Performance of Analytical Approximations for the Computation of Asian Quanto-Basket Option Prices," Multinational Finance Journal, Multinational Finance Journal, vol. 7(1-2), pages 55-82, March-Jun.
    • Handle: RePEc:mfj:journl:v:7:y:2003:i:1-2:p:55-82
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    References listed on IDEAS

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    Cited by:

    1. Georges Dionne & Genevieve Gauthier & Nadia Ouertani & Nabil Tahani, 2011. "Heterogeneous Basket Options Pricing Using Analytical Approximations," Multinational Finance Journal, Multinational Finance Journal, vol. 15(1-2), pages 47-85, March - J.
    2. Yijuan Liang & Xiuchuan Xu, 2019. "Variance and Dimension Reduction Monte Carlo Method for Pricing European Multi-Asset Options with Stochastic Volatilities," Sustainability, MDPI, vol. 11(3), pages 1-21, February.
    3. Kenichiro Shiraya & Akihiko Takahashi, 2012. "Pricing Multi-Asset Cross Currency Optionss," CIRJE F-Series CIRJE-F-844, CIRJE, Faculty of Economics, University of Tokyo.
    4. Dionne, Georges & Gauthier, Geneviève & Ouertani, Nadia, 2009. "Basket options on heterogeneous underlying assets," Working Papers 09-3, HEC Montreal, Canada Research Chair in Risk Management.
    5. Ng, Andrew C.Y. & Li, Johnny Siu-Hang & Chan, Wai-Sum, 2013. "Pricing options on stocks denominated in different currencies: Theory and illustrations," The North American Journal of Economics and Finance, Elsevier, vol. 26(C), pages 339-354.
    6. Wu, Yang-Che & Liao, Szu-Lang & Shyu, So-De, 2009. "Closed-form valuations of basket options using a multivariate normal inverse Gaussian model," Insurance: Mathematics and Economics, Elsevier, vol. 44(1), pages 95-102, February.
    7. Kenichiro Shiraya & Akihiko Takahashi, 2012. "Pricing Multi-Asset Cross Currency Options," CARF F-Series CARF-F-290, Center for Advanced Research in Finance, Faculty of Economics, The University of Tokyo.

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