To solve this problem, we have to make use of the z statistic. The formula for z score is:
z = (x – u) / s
where x is the sample value = 18,000 to 30,000, u is the sample mean = 30,000, and s is the standard deviation = 10,000
at x = 18,000
z = (18,000 – 30,000) / 10,000 = - 1.2
at x = 30,000
z = (30,000 – 30,000) / 10,000 = 0
So find for the P at values of z = -1,2 and z = 0.
P (z = - 1.2) = 0.1151
P (z = 0) = 0.5000
The proportion in between is the difference:
P (18,000 < x < 30,000) = 0.5000 – 0.1151 = 0.3849
So about 38.49% can be expected to travel 18,000 to 30,000 miles in a year