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 95% confident that the sample percentage is within 2.5 percentage points of the true population percentage. Complete parts (a) and (b) below.
Assume that nothing is known about the percentage of passengers who prefer aisle seats.
n=
Assume that a prior survey suggests that about 32% of air passengers prefer an aisle seat.
n=
Solution :
Given that,
margin of error = E = 0.025
At 95% confidence level the z is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
Z/2 = Z0.025 = 1.96
(a)
= 0.5
1 - = 1 - 0.5 = 0.5
sample size = n = (Z / 2 / E )2 * * (1 - )
= (1.96 / 0.025)2 * 0.5 * 0.5
= 1537
sample size = n = 1537
(b)
= 0.32
1 - = 1 - 0.32 = 0.68
sample size = n = (Z / 2 / E )2 * * (1 - )
= (1.96 / 0.025)2 * 0.32 * 0.68
= 1338
sample size = n = 1338