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ISSN: 1549-3644 (Print)
ISSN: 1558-6359 (Online)
Research Article Open Access

A JUMP-DIFFUSION WITH STOCHASTIC VOLATILITY AND INTEREST RATE

Pairote Sattayatham1 and Paiboon Peeraparp1
  • 1 Suranaree University of Technology, Thailand

Abstract

In this study, we present the application of Time Changed Levy method to model a jump-diffusion process with stochastic volatility and stochastic interest rate. We apply the Lewis Fourier transform method as well as the risk neutral expectation pricing method to derive a formula for a European option pricing. These combining methods give quite a short route to derive the formula and make it efficient to compute option prices. We also show the calibration of our model to the real market with global and local optimization algorithms.

Journal of Mathematics and Statistics
Volume 9 No. 1, 2013, 43-50

DOI: https://doi.org/10.3844/jmssp.2013.43.50

Submitted On: 16 January 2013 Published On: 27 March 2013

How to Cite: Sattayatham, P. & Peeraparp, P. (2013). A JUMP-DIFFUSION WITH STOCHASTIC VOLATILITY AND INTEREST RATE. Journal of Mathematics and Statistics, 9(1), 43-50. https://doi.org/10.3844/jmssp.2013.43.50

Open AccessCopyright: © 2013 Pairote Sattayatham and Paiboon Peeraparp. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

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Keywords

  • Time Changed Levy Process
  • Calibration
  • Stochastic Interest Rate
  • Stochastic Volatility
  • Jump-Diffusion
  • Black and Scholes (BS)