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Given random variables $\vec{x}, \vec{y} \in \mathbb{R}^n$, is it true that
$I(\vec{x}: \vec{y}) \geq \sum_i I(x_i, y_i)$
My interpretation is that that collectively several variables should be able to predict another set of variables at least as good as individually. However, when I compute th...