This is the ordinary factorial of , rather than a falling-factorial moment. Substituting the probability mass function of the Poisson distribution gives the nonnegative seriesThe geometric series converges exactly when . Therefore for . For , its terms fail to tend to zero and the expectation is infinite. This is the factorial of a Poisson random variable.