In [1, p. 61 exercise 3.5] we are asked to show that for the conditions of Problem [1, p. 60, exercise 3.4] the CR bound is
 $var(\hat{\mu}_x) \geq \frac{\sigma_x^2}{N}$

and further to give a statement about the efficiency of the sample mean estimator. read the conclusion >