Before revision:  and we demonstrate empirically that some excellent approximate predictive distributions can be obtained from these analytic moments, thus precluding the need for time-consuming simulations.
After revision:  and we demonstrate empirically that some excellent approximate predictive distributions from these analytic moments, thus precluding the need for time-consuming simulations.