In: Statistics and Probability
You are the operations manager for an airline and you are considering a higher fare level for passengers in aisle seats. How many randomly selected air passengers must you survey? Assume that you want to be 99% confident that the sample percentage is within 2.5 percentage points of the true population percentage. Complete parts a and b below.
a. Assume that nothing is known about the percentage of passengers who prefer aisle seats.
n=__
b. Assume that a prior survey suggests that about 36% of air passengers prefer an aisle seat.
n=__
Solution :
Given that,
= 0.5
1 - = 1 - 0.5 = 0.5
margin of error = E =2.5 % = 0.025
At 99% confidence level the z is,
= 1 - 99%
= 1 - 0.99 = 0.01
/2 = 0.005
Z/2 = 2.576 ( Using z table )
Sample size = n = (Z/2 / E)2 * * (1 - )
= (2.576 / 0.025)2 * 0.5* 0.5
=2654.3
Sample size = 2655
(B)
Solution :
Given that,
= 0.36
1 - = 1 - 0.36 = 0.64
margin of error = E =2.5 % = 0.025
At 99% confidence level the z is,
= 1 - 99%
= 1 - 0.99 = 0.01
/2 = 0.005
Z/2 = 2.576 ( Using z table )
Sample size = n = (Z/2 / E)2 * * (1 - )
= (2.576 / 0.025)2 * 0.36* 0.64
=2446.21
Sample size = 2447