Characteristic function

The Fourier transform of a probability distribution, defined as φ_X(t) = E[e^{itX}]. It exists for all distributions and uniquely determines the distribution. Unlike the moment generating function, it always exists for all real t. It is especially useful for deriving distributions of sums of independent random variables and proving limit theorems.