Before revision:  The key properties that make these systems mathematically tractable is that the noise appears linearly in the dynamical equations  and it is assumed Gaussian and white.
After revision:  The key properties that make these systems mathematically tractable are that the noise appears linearly in the dynamical equations and it is assumed Gaussian and white.