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Mean and Variance of the Discrete Uniform Distribution

题目

Let XX be uniformly distributed on {1,2,,n}\{1, 2, \ldots, n\}, so P(X=k)=1/nP(X = k) = 1/n for each kk.

(a) Derive E[X]E[X] in closed form.

(b) Derive E[X2]E[X^2] using the identity k=1nk2=n(n+1)(2n+1)6\sum_{k=1}^{n} k^2 = \frac{n(n+1)(2n+1)}{6}.

(c) Obtain Var(X)\text{Var}(X).

(d) Evaluate numerically for a fair six-sided die (n=6n = 6).

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你的答案

E[X]

E[X^2]

Var(X)

E[X] for n=6

Var(X) for n=6