Let X 1 , . . . , X n be i.i.d. normal random variables with mean

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Let X1, . . . , Xnbe i.i.d. normal random variables with mean μ and standard deviation σ. Recall that XÌ… = (X1+ · · · + Xn)/n is the sample average. Let

-E(X; - X)². п — 1 i=1

Show that E[S] = σ2. In statistics, S is called the sample variance.

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