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Random Variableshard
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Let X1X_1X1​ and X2X_2X2​ be independent random variables with MGFs MX1(t)=et2M_{X_1}(t) = e^{t^2}MX1​​(t)=et2 and MX2(t)=e2t2M_{X_2}(t) = e^{2t^2}MX2​​(t)=e2t2. What is the distribution of Y=X1+X2Y = X_1 + X_2Y=X1​+X2​?