Pricing compound Poisson processes with the Farlie-Gumbel-Morgenstern dependence structure

Convenient expressions for the Esscher pricing functional in the context of the compound Poisson processes with dependent loss amounts and loss inter-arrival times are developed. To this end, the moment generating function of the aforementioned dependent processes is derived and studied. Various implications of the dependence are discussed and exemplified numerically.