An n-dimensional gaussian vector w has a block diagonal, Ask an Expert

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An n-dimensional Gaussian vector W has a block diagonal covariance matrix where CX is m × m, C_Y is (n - m) × (n - m). Show that W can be written in terms of component vectors X and Y in the form such that X and Y are independent Gaussian random vectors

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