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Provided the random variable can take only finitely many, equally spaced values, you can write one in terms of the other. For details see the paper by Ales Cerny entitled "Introduction to Fast Fourier Transform in finance".

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Q: What is the link between the characteristic function of a discrete probability distribution and its discrete Fourier transform?
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