In: Statistics and Probability
A trucking company determined that the distance traveled per truck per year is normally distributed, with a mean of 50 thousand miles and a standard deviation of 10 thousand miles. Complete parts (a) through (b) below.
a. What proportion of trucks can be expected to travel between 37 and 50 thousand miles in a year?
The proportion of trucks that can be expected to travel between 37 and 50 thousand miles in a year is__.
(Round to four decimal places as needed.)
b. What percentage of trucks can be expected to travel either less than 30 or more than 65 thousand miles in ayear?
The percentage of trucks that can be expected to travel either less than 30 or more than 65 thousand miles in a year is__.
(Round to two decimal places as needed.)
c. How many miles will be traveled by at least 80% of the trucks?
The number of miles that will be traveled by at least 80% of the trucks is nothing miles.
(Round to the nearest mile as needed.)
Solution :
Given that ,
mean = = 50
standard deviation = = 10
a) P( 37 < x < 50 ) = P[(37 - 50)/ 10) < (x - ) / < (50 - 50) / 10) ]
= P(-1.30 < z < 0)
= P(z < 0) - P(z < -1.30)
Using z table,
= 0.5 - 0.0968
= 0.4032
b) P(x < 30 or x > 65 )
= P[(x - ) / < (30 - 50) / 10] + 1- p P[(x - ) / < (65 - 50) / 10]
= P(z < -2.00) + 1- P(z < 1.50)
= 0.0228 + ( 1 - 0.9332 )
= 0.0228 + 0.0668
= 0.0896
percentage = 8.96%
c) Using standard normal table,
P(Z z) = 80%
= 1 - P(Z z) = 0.80
= P(Z z) = 1 - 0.80
= P(Z -0.842 ) = 0.20
z = -0.842
Using z-score formula,
x = z * +
x = -0.842 * 10 + 50
x = 41.58
x = 42 thousand miles