题目
7. (10.0分) 设总体Xsim B(1,p),X_(1),X_(2),...,X_(n)是来自X的样本, 则E(overline(X))=_____. E(S^2)=____.
7. (10.0分)
设总体$X\sim B(1,p)$,$X_{1},X_{2},\cdots,X_{n}$是来自X的样本,
则$E(\overline{X})=$_____. $E(S^{2})=$____.
题目解答
答案
设总体 $X \sim B(1, p)$,则 $E(X) = p$,$D(X) = p(1 - p)$。
样本均值 $\overline{X} = \frac{1}{n} \sum_{i=1}^n X_i$,由期望的线性性质得:
$E(\overline{X}) = \frac{1}{n} \sum_{i=1}^n E(X_i) = p$
样本方差 $S^2 = \frac{1}{n-1} \sum_{i=1}^n (X_i - \overline{X})^2$,其期望等于总体方差:
$E(S^2) = D(X) = p(1 - p)$
答案:
$\boxed{\begin{array}{cc}E(\overline{X}) = & p \\E(S^2) = & p(1 - p)\end{array}}$
(或 $E(S^2) = p - p^2$)