In: Statistics and Probability
Exhibit: Costco Customers.
Customers at Costco spend an average of $130 per trip (The Wall Street Journal, October 6, 2010). One of Costco’s rivals would like to determine whether Costco's customers spend more per trip. A survey of the receipts of 25 customers found that the sample mean was $135.25. Assume that the population standard deviation of spending is $10.50 and the spending follows a normal distribution (use the significance level 0.07).
Round your solutions for this Exhibit to 4 decimal places.
1. Refer to the Exhibit Costco Customers.
Provide the null and the alternative hypotheses.
Group of answer choices
H0:μ≤130;H1:μ>130H0:μ≤130;H1:μ>130
H0:μ≥130;H1:μ<130H0:μ≥130;H1:μ<130
H0:μ≤135.25;H1:μ>135.25H0:μ≤135.25;H1:μ>135.25
H0:μ=130;H1:μ≠130H0:μ=130;H1:μ≠130
2. Refer to the Exhibit Costco Customers.
Compute the test statistic.
3. Refer to the Exhibit Costco Customers.
Calculate the p-value for the test.
4. Refer to the Exhibit Costco Customers.
State your conclusion for the test using the p-value.
Group of answer choices
p-value < 0.07, so we reject Ho. Therefore, there is enough evidence to conclude that Costco’s customers spend more than $130 per trip.
p-value < 0.07, so we reject Ho. Therefore, there is not enough evidence to conclude that Costco’s customers spend more than $130 per trip.
p-value < 0.07, so we cannot reject Ho. Therefore, there is enough evidence to conclude that Costco’s customers spend more than $130 per trip.
p-value < 0.07, so we cannot reject Ho. Therefore, there is not enough evidence to conclude that Costco’s customers spend more than $130 per trip.
Solution :
Given that ,
= 130
= 135.25
= 10.50
n = 25
The null and alternative hypothesis is ,
H0 : = 130
H1 : > 130
This is the right tailed test .
Test statistic = z
= ( - ) / / n
= ( 135.25 - 130) / 10.50 / 25
= 2.5
The test statistic = 2.5
P - value = P(Z > 2.5 ) = 1 - P (Z < 2.5)
= 1 - 0.9938
= 0.0062
P-value = 0.0062
= 0.07
0.0062 < 0.07
P-value <
Reject the null hypothesis .
Conclusion : - p-value < 0.07, so we reject Ho. Therefore, there is enough evidence to conclude that Costco’s customers spend more than $130 per trip.