In: Statistics and Probability
QUESTION 16
A. |
They have strong evidence to reject the null hypothesis. |
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B. |
They do not have enough evidence to reject the null hypothesis. |
QUESTION 17
(Hint: You can use either a confidence interval or a hypothesis test to answer this question!)
A. |
Yes, his guess was reasonable. |
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B. |
No, his guess was not reasonable. |
QUESTION 18
A. |
Yes, her guess was reasonable. |
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B. |
No, her guess was not reasonable. |
Question 16. Answer is
A. They have strong evidence to reject the null hypothesis.
Question 17 Answer is
A. Yes, his guess was reasonable
Question 18 Answer is
B. No, her guess was not reasonable.
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Explanations and calculations
Question 16. Answer is
A. They have strong evidence to reject the null hypothesis.
For smaller p-values, , we reject the null hypothesis. In our case p- value is 0.0001, which is a very small quantity. By definition of p-value , we can say that the p- value is the evidence against a null hypothesis. This means, the smaller the p-value, the stronger the evidence that you should reject the null hypothesis.
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Question 17 Answer is
A. Yes, his guess was reasonable
The test statistic for z-test for proportion is given by
and confidence interval for proportion is given by
In the given problem, for
Hence 95% confidence interval becomes
Since 0.72 belongs to this interval we conclude that his guess was reasonable
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Question 18 Answer is
B. No, her guess was not reasonable.
The test statistic for testing mean is given by
and the confidence interval for mean is given by
In the given problem
Hence confidence interval becomes
Since 875 lies outside this interval we conclude that her guess was not reasonable.