Classification of the Bounds on the Probability of Ruin for L{\'e}vy Processes with Light-tailed Jumps

TL;DR

This paper analyzes the bounds on ruin probabilities for Lévy processes with light-tailed negative jumps, providing a detailed characterization and new insights for risk models, including the Cramér-Lundberg model with Brownian perturbation.

Contribution

It offers a complete description of ruin probability bounds for Lévy processes with light-tailed jumps, including a novel case not previously studied.

Findings

Complete characterization of ruin probability bounds.

Identification of a new case in ruin probability analysis.

Application to risk models like Cramér-Lundberg with Brownian motion.

Abstract

In this note, we study the ultimate ruin probabilities of a real-valued L{\'e}vy process X with light-tailed negative jumps. It is well-known that, for such L{\'e}vy processes, the probability of ruin decreases as an exponential function with a rate given by the root of the Laplace exponent, when the initial value goes to infinity. Under the additional assumption that X has integrable positive jumps, we show how a finer analysis of the Laplace exponent gives in fact a complete description of the bounds on the probability of ruin for this class of L{\'e}vy processes. This leads to the identification of a case that is not considered in the literature and for which we give an example. We then apply the result to various risk models and in particular the Cram{\'e}r-Lundberg model perturbed by Brownian motion.