Question: I could use some help with this - thanks! Suppose X 1 , ... , X n are i.i.d. normally distributed with mean X and
I could use some help with this - thanks!
Suppose X1, ... , Xn are i.i.d. normally distributed with mean X and variance 2. Let Xn be the sample mean. Consider estimating . First, consider the case where the mean is known. For any given constant a, define the estimator
^n,a=nai=1nXi
(i) Compute E(^n,a )
(ii) For what a is ^n,a a consistent estimator of ? Explain.
(iii) Now consider the case where is unknown, which means that ^n,a cannot be computed. Instead, for any given constant c, define the estimator:
^n,c=nci=1nXiXn
Compute E(^n,c )
(iv) For what c is ^n,c a consistent estimator of ? Explain.
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