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Can we characterize the laws of n-uple real random variables $(X_1...X_n)$ so that for any random variable Y which has the same law as the sum of the $X_i$ there exists a n tuple of functions $(f_i)_i$ and a random vector W independent from the $X_i$ such that the vector $(f_i(Y,W))_i$ has the same law as the random vector $(X_1, ... , X_n)$ and the sum of the $f_i(Y,W)$ is equal to Y ? (Hence a splitting of Y)

I know that if X is a vector of random gaussian independent variables this is true, but is there any other examples and can we describe all the possible examples ? If anybody has a reference it would be great.

Thanks

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  • $\begingroup$ infinitely divisible? idk $\endgroup$
    – BCLC
    Commented Mar 21, 2018 at 11:27

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