Compound Poisson Processes and their Cumulant Generating Functions

Students frequently conflate the MGF of the compound process with the MGF of the jump size itself. Remember that the Poisson clock introduces the

\lambda t

term as an exponent of the jump MGF, derived via the law of total expectation applied to the random sum

S(t)

Institutional Reference: Advanced Stochastic Processes