In: Statistics and Probability
A travel survey reported that Americans spend a mean of $160 a day with a standard deviation of 12.25 a day when they sent on vacation. The sample size was 36. Find the 95% confidence interval for the population mean.
Solution :
Given that,
Point estimate = sample mean = = 160
Population standard deviation = =12.25
Sample size n =36
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* ( 12.25 / 36)
= 4.00
At 95% confidence interval population mean
is,
- E < < + E
160 - 4 <
< 160 + 4
156<
<164
(156 , 164)