Let Z ¼ N(0, 1), and let X = Ï Z + μ where μ and Ï

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Let Z ˆ¼ N(0, 1), and let X = σ Z + μ where μ and σ > 0 are constants. Let represent the cumulative distribution function of Z, and let φ represent the probability density function, so |$(x) = (1//27)e?2


a. Show that the cumulative distribution function of

х — и X is Fx(x) = O


b. Differentiate FX (x) to show that X ˆ¼ N(μ, σ2).

c. Now let X = ˆ’σ Z + μ. Compute the cumulative distribution function of X in terms of Φ, then differentiate it to show that X ˆ¼ N(μ, σ2).

Distribution
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