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Joint Calibration of Local Volatility Models with Stochastic Interest Rates using Semimartingale Optimal Transport

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  • Benjamin Joseph
  • Gregoire Loeper
  • Jan Obloj

Abstract

We develop and implement a non-parametric method for joint exact calibration of a local volatility model and a correlated stochastic short rate model using semimartingale optimal transport. The method relies on the duality results established in Joseph, Loeper, and Obloj, 2023 and jointly calibrates the whole equity-rate dynamics. It uses an iterative approach which starts with a parametric model and tries to stay close to it, until a perfect calibration is obtained. We demonstrate the performance of our approach on market data using European SPX options and European cap interest rate options. Finally, we compare the joint calibration approach with the sequential calibration, in which the short rate model is calibrated first and frozen.

Suggested Citation

  • Benjamin Joseph & Gregoire Loeper & Jan Obloj, 2023. "Joint Calibration of Local Volatility Models with Stochastic Interest Rates using Semimartingale Optimal Transport," Papers 2308.14473, arXiv.org.
    • Handle: RePEc:arx:papers:2308.14473
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    References listed on IDEAS

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    1. Vasicek, Oldrich, 1977. "An equilibrium characterization of the term structure," Journal of Financial Economics, Elsevier, vol. 5(2), pages 177-188, November.
    2. Heston, Steven L, 1993. "A Closed-Form Solution for Options with Stochastic Volatility with Applications to Bond and Currency Options," The Review of Financial Studies, Society for Financial Studies, vol. 6(2), pages 327-343.
    3. Benjamin Joseph & Gregoire Loeper & Jan Obloj, 2023. "Calibration of Local Volatility Models with Stochastic Interest Rates using Optimal Transport," Papers 2305.00200, arXiv.org, revised May 2025.
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    Cited by:

    1. Jin Ma & Ying Tan & Renyuan Xu, 2025. "Schr\"odinger bridge for generative AI: Soft-constrained formulation and convergence analysis," Papers 2510.11829, arXiv.org, revised Oct 2025.

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