Uniform asymptotics for compound Poisson processes with regularly varying jumps and vanishing drift

This paper addresses heavy-tailed large-deviation estimates for the distribution tail of functionals of a class of spectrally one-sided Levy processes. Our contribution is to show that these estimates remain valid in a near-critical regime. This complements recent similar results that have been obtained for the all-time supremum of such processes. Specifically, we consider local asymptotics of the all-time supremum, the supremum of the process until exiting [0, infinity), the maximum jump until that time, and the time it takes until exiting [0, infinity). The proofs rely, among other things, on properties of scale functions. (C) 2018 Elsevier B.V. All rights reserved.