We consider the problem of describing the long term behaviour of a dynamical system in a statistical sense. For many chaotic systems, the asymptotic distribution of points in a trajectory {T^i(x)}_i>0 often appears to be independent of x. We present new results on the numerical approximation of this common asymptotic distribution, called the physical invariant measure of T.