English

Pricing Asian Options with Correlators

Pricing of Securities 2021-04-26 v1 Computational Finance

Abstract

We derive a series expansion by Hermite polynomials for the price of an arithmetic Asian option. This series requires the computation of moments and correlators of the underlying price process, but for a polynomial jump-diffusion, these are given in closed form, hence no numerical simulation is required to evaluate the series. This allows, for example, for the explicit computation of Greeks. The weight function defining the Hermite polynomials is a Gaussian density with scale bb. We find that the rate of convergence for the series depends on bb, for which we prove a lower bound to guarantee convergence. Numerical examples show that the series expansion is accurate but unstable for initial values of the underlying process far from zero, mainly due to rounding errors.

Keywords

Cite

@article{arxiv.2104.11684,
  title  = {Pricing Asian Options with Correlators},
  author = {Silvia Lavagnini},
  journal= {arXiv preprint arXiv:2104.11684},
  year   = {2021}
}
R2 v1 2026-06-24T01:28:04.213Z