Let X be a random variable with density function fX. Show, using elementary calculus, that the function

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Let X be a random variable with density function fX. Show, using elementary calculus, that the function Ф(a) = E((X − a)2) takes its minimum value when a = μ(X), and in that case (a) = σ2(X).
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