In: Statistics and Probability
The mean cost of domestic airfares in the United States rose to an all-time high of $380 per ticket. Airfares were based on the total ticket value, which consisted of the price charged by the airlines plus any additional taxes and fees. Assume domestic airfares are normally distributed with a standard deviation of $115.
a. What is the probability that a domestic airfare is $555 or more (to 4 decimals)?
b. What is the probability that a domestic airfare is $250 or less (to 4 decimals)?
c. What if the probability that a domestic airfare is between $320 and $490 (to 4 decimals)?
d. What is the cost for the 5% highest domestic airfares? (rounded to nearest dollar)
Solution:
Given that,
mean = = 380
standard deviation = = 115
A ) p ( x > 555 )
= 1 - p (x < 555 )
= 1 - p ( x - / ) < ( 555 - 380 / 115)
= 1 - p ( z < 175/ 115 )
= 1 - p ( z < 1.52)
Using z table
= 1 - 0.9357
= 0.0643
Probability = 0.0643
AB) p ( x < 250 )
= p ( x - / ) < ( 250 - 380 / 115)
= p ( z < -130/ 115 )
= p ( z < -1.13)
Using z table
= 0.1292
Probability = 0.1292
C ) p (320 < x < 490 )
= p ( 320 - 380 / 115) < ( x - / ) < (490 - 380 / 115)
= p (-60 / 115 < z < 110/ 115 )
= p ( - 0.52 < z < 0.96)
= P ( Z < 0.96 ) - P ( Z < - 0.52 )
Using z table
= 0.8315 - 0.3015
= 0.5300
Probability = 0.5300
D ) Using standard normal table,
P(Z > z) = 5%
1 - P(Z < z) = 0.05
P(Z < z) = 1 - 0.01 = 0.95
P(Z < 1.645) = 0.95
z = 1.645
Using z-score formula,
x = z * +
x = 1.645 * 115 + 380
= 569.175
The cost for domestic airfares is 569