Mimicking an Itô process by a solution of a stochastic differential equation

Citation
Brunick, Gerard et Shreve, Steven, Mimicking an Itô process by a solution of a stochastic differential equation, Annals of applied probability , 23(4), 2013, pp. 1584-1628
ISSN journal
10505164
Volume
23
Issue
4
Year of publication
2013
Pages
1584 - 1628
Database
ACNP
SICI code
Abstract
Given a multi-dimensional Itô process whose drift and diffusion terms are adapted processes, we construct a weak solution to a stochastic differential equation that matches the distribution of the Itô process at each fixed time. Moreover, we show how to match the distributions at each fixed time of functionals of the Itô process, including the running maximum and running average of one of the components of the process. A consequence of this result is that a wide variety of exotic derivative securities have the same prices when the underlying asset price is modeled by the original Itô process or the mimicking process that solves the stochastic differential equation.