In: Statistics and Probability
A travel website would like to estimate the difference between the average rental price of a car with automatic transmission versus the average rental price of a car with manual transmission at a certain airport. The table below shows the average one-week rental prices for two random samples, as well as the population standard deviations and sample sizes for each type of car. Complete parts a and b.
Sample mean |
Sample size |
Population standard deviation |
|
---|---|---|---|
Automatic |
$411.90 |
54 |
$23 |
Manual |
$355.90 |
34 |
$27 |
a. Construct a
9595%
confidence interval to estimate the difference in the average cost of a one-week rental between these two types of cars at the airport.
Let the cars with automatic transmissions be population 1 and the cars with manual transmissions be population 2.
The confidence interval is
left parenthesis $ nothing comma $ nothing right parenthesis$,$.
(Round to the nearest cent as needed.)
Pooled Variance
sp = sqrt(s1^2/n1 + s2^2/n2)
sp = sqrt(529/54 + 729/34)
sp = 5.589
Given CI level is 0.95, hence α = 1 - 0.95 = 0.05
α/2 = 0.05/2 = 0.025, zc =z(α/2, df) = 1.96
Margin of Error
ME =zc * sp
ME = 1.96 * 5.589
ME = 10.954
CI = (x1bar - x2bar - tc * sp , x1bar - x2bar + tc *
sp)
CI = (411.9 - 355.9 - 1.96 * 5.589 , 411.9 - 355.9 - 1.96 *
5.589
CI = (45.0 , 67.0)