In: Statistics and Probability
Suppose you randomly selected 40 gas stations in the Baton Rouge area and found that the average price of regular unleaded gas is $3.04. Assume that population standard deviation is known to be $0.25. Construct and interpret a 95% confidence interval for the true mean of the gas price.
Solution :
Given that,
Point estimate = sample mean = = $3.04
Population standard deviation = = $0.25
Sample size n =40
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 ( Using z table )
Margin of error = E = Z/2
* (
/n)
= 1.96* (0.25 / 40)
= 0.0775
At 95% confidence interval estimate of the population mean
is,
- E < < + E
3.04 - 0.0775 <
<3.04 + 0.0775
2.9625 <
< 3.1175
( 2.9625,3.1175 )