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374概率中等数值题medium

Compound Poisson Sum: Mean and Variance via Eve's Law

题目

Let NPoisson(4)N \sim \operatorname{Poisson}(4) and, given NN, let X1,,XNX_1, \ldots, X_N be i.i.d.\ with E[Xi]=3E[X_i] = 3 and Var(Xi)=2\operatorname{Var}(X_i) = 2. Set S=X1++XNS = X_1 + \cdots + X_N (with S=0S = 0 when N=0N = 0). Using the tower property and Eve's law, find E[S]E[S] and Var(S)\operatorname{Var}(S).

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E[S]

Var(S)