Show that if X and Y have the same distribution then Var((X +Y)/2) Var(X) Hence, conclude

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Show that if X and Y have the same distribution then Var((X +Y)/2) ≤ Var(X)

Hence, conclude that the use of antithetic variables can never increase variance

(though it need not be as efficient as generating an independent set of random numbers).

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