Symmetry analysis of a model of stochastic volatility with time-dependent parameters

Symmetry analysis of a model of stochastic volatility with time-dependent parameters

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Article ID: iaor20115340
Volume: 235
Issue: 14
Start Page Number: 4158
End Page Number: 4164
Publication Date: May 2011
Journal: Journal of Computational and Applied Mathematics
Authors: , ,
Keywords: simulation
Abstract:

We provide the solutions for the Heston model of stochastic volatility when the parameters of the model are constant and when they are functions of time. In the former case, the solution follows immediately from the determination of the Lie point symmetries of the governing 1 + 1 equ1 evolution partial differential equation. This is not the situation in the latter case, but we are able to infer the essential structure of the required nonlocal symmetry from that of the autonomous problem and hence can present the solution to the nonautonomous problem. As in the case of the standard Black–Scholes problem the presence of time‐dependent parameters is not a hindrance to the demonstration of a solution.

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