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Binomial Moments via the Moment Generating Function

题目

Let XBinomial(n,p)X \sim \text{Binomial}(n, p).

(a) Derive the moment generating function MX(t)=E[etX]M_X(t) = E[e^{tX}] in closed form.

(b) By differentiating MX(t)M_X(t) and evaluating at t=0t = 0, find E[X]E[X] and E[X2]E[X^2], and hence Var(X)\text{Var}(X).

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你的答案

M_X(t)

E[X]

Var(X)