In: Statistics and Probability
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 33 coins was collected. Those coins have a mean weight of 2.49554 g and a standard deviation of 0.01347 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?
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. 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.
B. 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. 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.
D. 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.
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 2.49554 g.
B. Yes, since the coins do not seem to come from a population with a mean weight different from 2.5 g.
C. Yes, since the coins do not seem to come from a population with a mean weight different from 2.49554 g.
D. No, since the coins seem to come from a population with a mean weight different from 2.5g.
E. The results are inconclusive because individual differences in coin weights need to be analyzed further.
Given: = 2.5, = 2.49554, s = 0.01347, n = 33, = 0.05
The Hypothesis:
H0: = 2.5
Ha: 2.5
This is a 2 tailed test
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The Test Statistic: Since the population standard deviation is unknown, we use the students t test.
The test statistic is given by the equation:
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The p Value: The p value for t = -1.902, for degrees of freedom (df) = n-1 = 32, is; p value = 0.0662
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The Decision: Since p value is >
Option C: Fail to Reject H0. There is insufficient evidence to warrant rejection of the claim that the sample is from a population with a mean weight of 2.5.
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Do the coins appear to confirm? Option B: Yes, since the coins do not seem to come from a population with a mean weight different from 2.5 g.
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