In: Math
Air-USA has a policy of booking as many as 21 persons on an airplane that can seat only 19. (Past studies have revealed that only 85% of the booked passengers actually arrive for the flight.)
Find the probability that if Air-USA books 21 persons, not enough seats will be available. prob = ?
Is this probability low enough so that overbooking is not a real concern for passengers if you define unusual as 5% or less?
yes, it is low enough not to be a concern
no, it is not low enough to not be a concern
What about defining unusual as 10% or less?
yes, it is low enough not to be a concern
no, it is not low enough to not be a concern
Solution:
Air-USA has a policy of booking as many as 21 persons on an airplane that can seat only 19. (Past studies have revealed that only 85% of the booked passengers actually arrive for the flight.)
Find the probability that if Air-USA books 21 persons, not enough seats will be available. prob = ?
We are given
n = 21,
p = 0.85,
We have to find P(X>19)
P(X>19) = 1- P(X≤19)
P(X≤19) = 0.844962
(by using excel command =binomdist(19,21, 0.85, 1))
P(X>19) = 1- P(X≤19)
P(X>19) = 1- 0.844962
P(X>19) = 0.155038
Required probability = 0.155038
Is this probability low enough so that overbooking is not a real concern for passengers if you define unusual as 5% or less?
No, it is not low enough to not be a concern, because above probability 0.155038 is greater than 0.05 or 5%.
What about defining unusual as 10% or less?
No, it is not low enough to not be a concern, because above probability 0.155038 is greater than 0.10 or 10%.