In: Statistics and Probability
9. Assume that a simple random sample has been selected from a normally distributed population and test the given claim. Identify the null and alternative hypotheses, test statistic, P-value, and state the final conclusion that addresses the original claim.
A coin mint has a specification that a particular coin has a mean weight of 2.5 g. A sample of 39 coins was collected. Those coins have a mean weight of 2.49476 g and a standard deviation of 0.01316 g. Use a 0.05 significance level to test the claim that this sample is from a population with a mean weight equal to 2.5 g. Do the coins appear to conform to the specifications of the coin mint?
What are the hypotheses?
A.H 0: µ = 2.5 g
H 1: µ ≥ 2.5g
B. H 0: µ ≠2.5 g
H 1: µ = 2.5 g
C.H 0: µ = 2.5 g
H 1: µ < .5 g
D.H 0: µ = 2.5 g
H 1: µ ≠ 2.5 g
Identify the test statistic.
T=____
(Round to three decimal places as needed.)
Identify the P-value.
The P-value is ____
(Round to four decimal places as needed.)
State the final conclusion that addresses the original claim. Choose the correct answer below.
A.Reject Upper H 0. There is insufficient evidence to warrant rejection of the claim that the sample is from a population with a mean weight equal to 2.5 g.
B.Fail to reject Upper H 0. There is insufficient evidence to warrant rejection of the claim that the sample is from a population with a mean weight equal to 2.5 g.
C.Fail to reject Upper H 0. There is sufficient evidence to warrant rejection of the claim that the sample is from a population with a mean weight equal to 2.5 g.
D.Reject Upper H 0. There is sufficient evidence to warrant rejection of the claim that the sample is from a population with a mean weight equal to 2.5 g.
Do the coins appear to conform to the specifications of the coin mint?
A.No, since the coins seem to come from a population with a mean weight different from 2.49618 g.
B.Yes, since the coins do not seem to come from a population with a mean weight different from 2.5 g.
C.No, since the coins seem to come from a population with a mean weight different from 2.5 g.
D.Yes, since the coins do not seem to come from a population with a mean weight different from 2.49618 g.
E.The results are inconclusive because individual differences in coin weights need to be analyzed further.
D option
D.Reject Upper H 0. There is sufficient evidence to warrant rejection of the claim that the sample is from a population with a mean weight equal to 2.5 g.
C.No, since the coins seem to come from a population with a mean weight different from 2.5 g.