Simulation of stochastic integrals with respect to Levy processes of type G

Wiktorsson, Magnus (2002). Simulation of stochastic integrals with respect to Levy processes of type G. Stochastic Processes and their Applications, 101, (1), 113 - 125
Download:
DOI:
| Published | English
Authors:
Wiktorsson, Magnus
Department:
Mathematical Statistics
Abstract:
We study the simulation of stochastic processes defined as stochastic integrals with respect to type G Levy processes for the case where it is not possible to simulate the type G process exactly. The type G Levy 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 Levy processes provided that the integrator and the integrand are independent.
Keywords:
stochastic time change ; type G distribution ; variance mixture ; Levy ; process ; subordination ; stochastic integral ; shot noise representation
ISSN:
1879-209X
LUP-ID:
8368a4aa-0421-4132-9bea-b9c55531469d | Link: https://lup.lub.lu.se/record/8368a4aa-0421-4132-9bea-b9c55531469d | Statistics

Cite this