The random variables (x) and (y) are Gaussian with mean value 0 and variance 1 . Their

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The random variables \(x\) and \(y\) are Gaussian with mean value 0 and variance 1 . Their covariance may be 0 or some know positive value \(r>0\). Show that the best choice between these possibilities on the basis of measurement of \(x\) and \(y\) depends on where the point \((x, y)\) lies with respect to a certain hyperbola in the \((x, y)\)-plane.

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