Integral representation theorem for classical Wiener space
In mathematics, the integral representation theorem for classical Wiener space is a result in the fields of measure theory and stochastic analysis. Essentially, it shows how to decompose a function on classical Wiener space into the sum of its expected value and an Itô integral.Let be classical Wiener space with classical Wiener measure. If, then there exists a unique Itô integrable process such that
for -almost all.
In the above,
- is the expected value of ; and
- the integral is an Itô integral.
The proof of the integral representation theorem requires the Clark-Ocone theorem from the Malliavin calculus.Let be a probability space. Let be a Brownian motion. Let be the natural filtration of by the Brownian motion :
Suppose that is -measurable. Then there is a unique Itô integrable process such that