Put for . Independence of the underlying exponentials gives and
By the covariance of overlapping independent products, adjacent terms have covariance one. Terms separated by at least two indices use disjoint independent factors, so their covariance is zero. There are adjacent pairs. Linearity of expectation and the variance of a sum formula therefore yield
In particular, the products themselves are not independent merely because the original are.

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