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Let X, Y N(0, ^2) be independent. (a) (5 pts) Prove that the distribution of (X + Y )^2 follows gamma distribution (i.e., (X +

Let X, Y N(0, ^2) be independent.

(a) (5 pts) Prove that the distribution of (X + Y )^2 follows gamma distribution (i.e., (X + Y )^2 Gamma(r, )). Find parameters r, .

(b) (5 pts) Find E[(X + Y )^4].

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