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A Note on the Discontinuity Problem in Heston's Stochastic Volatility Model

A Note on the Discontinuity Problem in Heston's Stochastic Volatility Model Although quasi‐analytic formulas can be derived for European‐style financial claims in Heston's stochastic volatility model, the inverse Fourier integration involved makes the calculation somewhat complicated. This challenge has puzzled practitioners for many years because most implementations of Heston's formula are not robust, even for customarily‐used Heston parameters, as time to maturity is increased. In this article, a simplified approach is proposed to solve the numerical instability problem inherent to the fundamental solution of the Heston model. Specifically, the solution does not require any additional function or a particular mechanism for most software packages or programming library routines to correctly evaluate Heston's analytics. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Applied Mathematical Finance Taylor & Francis

A Note on the Discontinuity Problem in Heston's Stochastic Volatility Model

Applied Mathematical Finance , Volume 14 (4): 7 – Sep 1, 2007
7 pages

A Note on the Discontinuity Problem in Heston's Stochastic Volatility Model

Abstract

Although quasi‐analytic formulas can be derived for European‐style financial claims in Heston's stochastic volatility model, the inverse Fourier integration involved makes the calculation somewhat complicated. This challenge has puzzled practitioners for many years because most implementations of Heston's formula are not robust, even for customarily‐used Heston parameters, as time to maturity is increased. In this article, a simplified approach is proposed to...
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Publisher
Taylor & Francis
Copyright
Copyright Taylor & Francis Group, LLC
ISSN
1466-4313
eISSN
1350-486X
DOI
10.1080/13504860601170534
Publisher site
See Article on Publisher Site

Abstract

Although quasi‐analytic formulas can be derived for European‐style financial claims in Heston's stochastic volatility model, the inverse Fourier integration involved makes the calculation somewhat complicated. This challenge has puzzled practitioners for many years because most implementations of Heston's formula are not robust, even for customarily‐used Heston parameters, as time to maturity is increased. In this article, a simplified approach is proposed to solve the numerical instability problem inherent to the fundamental solution of the Heston model. Specifically, the solution does not require any additional function or a particular mechanism for most software packages or programming library routines to correctly evaluate Heston's analytics.

Journal

Applied Mathematical FinanceTaylor & Francis

Published: Sep 1, 2007

Keywords: Stochastic volatility model; Heston; discountinuity; options

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