  We provide an integral representation for the (implied) copulas of dependent
random variables in terms of their moment generating functions. The proof uses
ideas from Fourier methods for option pricing. This representation can be used
for a large class of models from mathematical finance, including L\'evy and
affine processes. As an application, we compute the implied copula of the NIG
L\'evy process which exhibits notable time-dependence.
