A generalized penalty function in the Sparre–Andersen risk model with two-sided jumps

In this paper, we consider a Sparre–Andersen risk model with two-sided jumps, where the downward jumps represent the claims as usual and the upward jumps are also allowed to explain random gains. A generalized discounted penalty function is studied by using random walk techniques and the renewal theory.