Simulation of stochastic integrals with respect to Lévy processes of type G
We study the simulation of stochastic processes defined as stochastic integrals with respect to type G Lévy processes for the case where it is not possible to simulate the type G process exactly. The type G Lévy process as well as the stochastic integral can on compact intervals be represented as an infinite series. In a practical simulation we must truncate this representation. We examine the approximation of the remaining terms with a simpler process to get an approximation of the stochastic integral. We also show that a stochastic time change representation can be used to obtain an approximation of stochastic integrals with respect to type G Lévy processes provided that the integrator and the integrand are independent.
Year of publication: |
2002
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Authors: | Wiktorsson, Magnus |
Published in: |
Stochastic Processes and their Applications. - Elsevier, ISSN 0304-4149. - Vol. 101.2002, 1, p. 113-125
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Publisher: |
Elsevier |
Keywords: | Type G distribution Stochastic integral Variance mixture Lévy process Shot noise representation Stochastic time change Subordination |
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