In: Statistics and Probability
In a study of the accuracy of fast food drive-through orders, one restaurant had 37 orders that were not accurate among 305 orders observed. Use a 0.01 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 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.
Fail to reject H0. There is 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 not sufficient evidence to warrant rejection of the claim that the rate of inaccurate orders is equal to 10%.
C. Reject H0. There is not sufficient evidence to warrant rejection of the claim that the rate of inaccurate orders is equal to 10%.
D. Reject H0. There is 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 not sufficient evidence to reject the claim that the rate of inaccurate orders is equal to 10%, the restaurant should work to higher that rate.
B. Since there is sufficient evidence to reject the claim that the rate of inaccurate orders is equal to 10%, the inaccuracy rate is unacceptable, so the restaurant should work to lower that rate.
C.Since there is sufficient evidence to reject the claim that the rate of inaccurate orders is equal to 10%, the inaccuracy rate is acceptable.
D.Since there is not sufficient evidence to reject the claim that the rate of inaccurate orders is equal to 10%, it is plausible that the inaccuracy rate is 10%. This rate would be too highThis rate would be too high, the restaurant should work to lower the rate.
Test statistic is z statistic because we always use z statistic when dealing with proportions
Using TI 84 calculator
press stat then tests then 1-PropZtest
enter the data
po = 0.10
x =37
n = 305
prop po
press enter, we get
test statistic = 1.24
p value = 0.215
Conclusion
Since p value is greater than significance level, so we failed to reject the null hyppothesis
this means that there is sufficient evidence to support the claim that proportion is equal to 10%
option B is correct
B. 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%.
Interpretation
Yes, accuracy rate is acceptable, but it is necessary to lower the inaccurate rate of 10%
option D
D.Since there is not sufficient evidence to reject the claim that the rate of inaccurate orders is equal to 10%, it is plausible that the inaccuracy rate is 10%. This rate would be too highThis rate would be too high, the restaurant should work to lower the rate.