Quadratic expansion of a cumulant-generating function
ID: quadratic-expansion-of-a-cumulant-generating-function
Suppose the moment-generating function is finite on an open interval around zero. Its cumulant-generating function satisfies , and . Indeed,and . The Taylor expansion gives the displayed formula, with little o notation describing the remainder. Finiteness in a neighborhood justifies differentiation: polynomial factors times are dominated on a smaller interval by constants times two slightly larger exponential moments.
New to topics? Read the docs here!