Multiple stochastic integrals with Mathematica

Multiple stochastic integrals with Mathematica

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Article ID: iaor201527015
Volume: 79
Issue: 5
Start Page Number: 1658
End Page Number: 1667
Publication Date: Jan 2009
Journal: Mathematics and Computers in Simulation
Authors:
Keywords: numerical analysis
Abstract:

In the construction of numerical methods for solving stochastic differential equations it becomes necessary to calculate the expectation of products of multiple stochastic integrals. Well‐known recursive relationships between these multiple integrals make it possible to express any product of them as a linear combination of integrals of the same type. This article describes how, exploiting the symbolic character of Mathematica, main recursive properties and rules of Itô and Stratonovich multiple integrals can be implemented. From here, a routine that calculates the expectation of any polynomial in multiple stochastic integrals is obtained. In addition, some new relations between integrals, found with the aid of the program, are shown and proved.

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