Under the null hypothesis (that the retailers belief is true) then the mean
number of customers in the given range out of is , and the
standard deviation is .
Now we will use the normal approximation to the binomial distribution and
assume that the number of such customers is normally distributed with mean
Now we will reject the null hypothesis if , where
(that is we have a one sided test.
The critical value for this is: