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* General case: Let be the conditional distribution of given and let be the distribution of . The joint distribution is then . The conditional distribution of given is then determined byExistence and uniqueness of the needed conditional expectation is a consequence of the Radon-Nikodym theorem. This was formulated by Kolmogorov in his famous book from 1933. Kolmogorov underlines the importance of conditional

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