  We show that an interesting class of functionals of stochastic differential
equations can be approximated by a Chen-Fliess series of iterated stochastic
integrals and give a L^{2} error estimate, thus generalizing the standard
stochastic Taylor expansion. The coefficients in this series are given a very
intuitive meaning by using functional derivatives, recently introduced by B.
Dupire.
