* Let X,. X2, ..., X, be an independent sam- ple from a normal distribution with unknown mean u and variance o?. Show that the pair (X,5), where X=- x,. F' ='¿(x, – x). i=1 is a sufficient statistic for (u, o²). Given A> 0, consider AS as an estimator of o². For what values of A is AS (i) (ii) unbiased? maximum likelihood, Which value of A minimises the mean square error E(AS³ – o*)'?

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
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* Let X1, X2, ..., X, be an independent sam-
ple from a normal distribution with unknown mean u and variance o?. Show that the pair
(X,5), where
X=-Ex,.
5 =(x, - X)'.
i=1
is a sufficient statistic for (u, o²).
Given A> 0, consider AS as an estimator of o². For what values of A is AS
(i)
(ii) unbiased?
maximum likelihood,
Which value of A minimises the mean square error
E(A5³ – o*)?
Transcribed Image Text:* Let X1, X2, ..., X, be an independent sam- ple from a normal distribution with unknown mean u and variance o?. Show that the pair (X,5), where X=-Ex,. 5 =(x, - X)'. i=1 is a sufficient statistic for (u, o²). Given A> 0, consider AS as an estimator of o². For what values of A is AS (i) (ii) unbiased? maximum likelihood, Which value of A minimises the mean square error E(A5³ – o*)?
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