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Valuation of European Options Under an Uncertain Market Price of Volatility Risk

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  • Bartosz Jaroszkowski
  • Max Jensen

Abstract

We propose a model to quantify the effect of parameter uncertainty on the option price in the Heston model. More precisely, we present a Hamilton–Jacobi–Bellman framework which allows us to evaluate best and worst-case scenarios under an uncertain market price of volatility risk. For the numerical approximation, the Hamilton–Jacobi–Bellman equation is reformulated to enable the solution with a finite element method. A case study with butterfly options exhibits how the dependence of Delta on the magnitude of the uncertainty is nonlinear and highly varied across the parameter regime.

Suggested Citation

  • Bartosz Jaroszkowski & Max Jensen, 2022. "Valuation of European Options Under an Uncertain Market Price of Volatility Risk," Applied Mathematical Finance, Taylor & Francis Journals, vol. 29(3), pages 213-226, May.
  • Handle: RePEc:taf:apmtfi:v:29:y:2022:i:3:p:213-226
    DOI: 10.1080/1350486X.2022.2125884
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    Cited by:

    1. Duy-Minh Dang & Hao Zhou, 2024. "A monotone piecewise constant control integration approach for the two-factor uncertain volatility model," Papers 2402.06840, arXiv.org, revised Feb 2024.

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