L2

Moment Generating Functions

Senior Quant · Probability & Statistics

Question

Define the moment generating function MX(t)=E[etX]M_X(t) = E[e^{tX}]. Derive the MGF of a N(μ,σ2)N(\mu, \sigma^2) random variable. When does an MGF fail to exist, and what does that imply about tail behaviour?