In: Math
In a study of the accuracy of fast food drive-through orders, one restaurant had 32 orders that were not accurate among 398 orders observed. Use a 0.10 significance level to test the claim that the rate of inaccurate orders is equal to 10%. Does the accuracy rate appear to be acceptable?
Identify the null and alternative hypotheses for this test. Choose the correct answer below.
A. H0: p≠0.1 H1: p=0.1
B. H0: p=0.1 H1: p≠0.1
C. H0: p=0.1 H1: p<0.1
D. H0: p=0.1 H1: p>0.1
Identify the test statistic for this hypothesis test.
The test statistic for this hypothesis test is _____ (Round to two decimal places as needed.)
Identify the P-value for this hypothesis test.
The P-value for this hypothesis test is _____ (Round to three decimal places as needed.)
Identify the conclusion for this hypothesis test.
A. Reject H0. There is not sufficient evidence to warrant rejection of the claim that the rate of inaccurate orders is equal to 10%.
B. Fail to reject H0. There is sufficient evidence to warrant rejection of the claim that the rate of inaccurate orders is equal to 10%.
C. Reject H0. There is sufficient evidence to warrant rejection of the claim that the rate of inaccurate orders is equal to 10%.
D. Fail to reject H0. There is not sufficient evidence to warrant rejection of the claim that the rate of inaccurate orders is equal to 10%.
Does the accuracy rate appear to be acceptable?
A. Since there is sufficient evidence to disprove the theory that the rate of inaccurate orders is equal to 10%, the accuracy rate is acceptable.
B. Since there is not sufficient evidence to disprove the theory that the rate of inaccurate orders is equal to 10%, it is possible that the accuracy rate is acceptable.
C. Since there is sufficient evidence to disprove the theory that the rate of inaccurate orders is equal to 10%, the accuracy rate is not acceptable. The restaurant should work to lower that rate.
D. Since there is not sufficient evidence to disprove the theory that the rate of inaccurate orders is equal to 10%, the accuracy rate is not acceptable. The restaurant should work to lower that rate
Solution :
This is the two tailed test .
The null and alternative hypothesis is
H0 : p = 0.10
Ha : p 0.10
n = 398
x = 32
= x / n = 32 / 398 = 0.0804
P0 = 0.10
1 - P0 = 1 - 0.10 = 0.90
z = - P0 / [P0 * (1 - P0 ) / n]
= 0.0804 - 0.10 / [(0.10 * 0.90) / 398]
= -1.303
The test statistic for this hypothesis test is = -1.30
This is the right tailed test .
P(z < -1.303) = 0.0968
P-value = 2 * P(z < -1.303) = 2 * 0.0968 = 0.1936
The P-value for this hypothesis test is = 0.194
= 0.10
P-value >
D. Fail to reject H0. There is not sufficient evidence to warrant rejection of the claim that the rate of inaccurate orders is equal to 10%.
D. Since there is not sufficient evidence to disprove the theory that the rate of inaccurate orders is equal to 10%, the accuracy rate is not acceptable. The restaurant should work to lower that rate