Let the point (X, Y ) be uniformly distributed over the half disk x2 + y2 ≤ 1, where y ≥ 0. If you observe X, what is the best prediction for Y? If you observe Y , what is the best prediction for X? For both questions, “best” means having the minimum mean squared error.
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