全部版块 我的主页
论坛 提问 悬赏 求职 新闻 读书 功能一区 悬赏大厅
831 0
2020-06-20
Consider that X1, X2, Xn are random variables with density f(x|θ) = eθθx/x!, x = 0,1,....
(1) Calculate the Fisher information I(θ) (textbook page 276, Chap- ter 8, 8.5.2 Lemma A).

(2) Find the method of moments estimator θ for θ.
(3) Write down the likelihood of θ.

(4) Find a sufficient statistic for θ.
(5) Find the maximum likelihood estimator θ for θ.

(6) Prove that θ is an unbiased estimator for θ.

(7) Find the variance of θ.

(8) Tell whether θ attaints the Cramer-Rao lower bound.

(9) * Tell whether nI(θ)(θ  θ) for a large n follows a standard
normal distribution.
(10) * Construct an approximate (1  α) confidence interval for θ with Zp denotes the p-th quantile of the standard normal distribution (Note that Zp = Z1p).
二维码

扫码加我 拉你入群

请注明:姓名-公司-职位

以便审核进群资格,未注明则拒绝

栏目导航
热门文章
推荐文章

说点什么

分享

扫码加好友,拉您进群
各岗位、行业、专业交流群