Before revision:  Compared with classical results on a fixed horizon, our characterization involves an additional stochastic process to account for the uncertainty of the horizon.
After revision:  Compared with classical results on a fixed horizon, our characterization involves an additional stochastic process that serves to capture the randomness of the horizon.