is the variance of X bar
and the variance of the sample mean is
Suppose that a random sample is to be taken from a normal distribution for which the value of the mean Theta is unknown and the standard deviation is 2. How large a random sample must be taken in order that
E[ |Xbar - theta|^2] <= 0.1 for ever possible value of theta?