Using the fact that for any random variables X1, X2, …, Xn and any numbers a1, a2, …, an, show that if X1, X2, …, Xn are IID random variables with mean μ and variance σ2, then and E[S2(n)] = σ2. Show that the first result still holds if the Xi’s are dependent.
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