Theorem: For a random variable ,
where is the characteristic function of the PDF of :
(Note that is the complex conjugate of the Fourier transform of .)
Proof: [201, p. 157] Let denote the th moment of , i.e.,
where the term-by-term integration is valid when all moments are finite.
Gaussian Characteristic Function
Higher Order Moments Revisited