Title of article :
Simulation of stochastic integrals with respect to Lévy processes of type G
Author/Authors :
Wiktorsson، نويسنده , , Magnus، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2002
Pages :
13
From page :
113
To page :
125
Abstract :
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.
Keywords :
Type G distribution , Stochastic integral , Variance mixture , Lévy process , Stochastic time change , Shot noise representation , Subordination
Journal title :
Stochastic Processes and their Applications
Serial Year :
2002
Journal title :
Stochastic Processes and their Applications
Record number :
1576996
Link To Document :
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