In: Math
A survey by American Express Spending reported that the average amount spent on a wedding gift for a close family member is $166. A random sample of 45 people who purchased wedding gifts for a close family member spent an average of $160.50. Assume that the population standard deviation is $38. Use a 95% confidence interval to test the validity of this report and choose the one statement that is correct.
a. |
Because this confidence interval does include $166, the report by American Express Spending is not validated. |
|
b. |
Because this confidence interval does include $166, the report by American Express Spending is validated. |
|
c. |
Because this confidence interval does not include $166, the report by American Express Spending is not validated. |
|
d. |
Because this confidence interval does not include $166, the report by American Express Spending is validated. |
Solution :
Given that,
Point estimate = sample mean =
= 160.50
Population standard deviation =
= 38
Sample size = n = 45
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
Margin of error = E = Z/2*
(
/
n)
= 1.96 * (38 /
45 )
= 11.10
At 95% confidence interval estimate of the population mean is,
- E <
<
+ E
160.50 - 11.10 <
< 160.50 + 11.10
149.40 <
< 171.60
b)
Because this confidence interval does include $166, the report by American Express Spending is validated.