Maximal coupling Rare Perturbation Analysis with a random horizon

In this article we present extension of the recently introduced maximal coupling Rare Perturbation Analysis (RPA), a novel approach for computing gradient estimates in sensitivity analysis, and we extend the result of Brémaud (1992) to the random horizon case. Also we interpret the analysis of Dai and Ho (1992) in terms of maximal coupling (one sided).