Exam 11: Introduction to Hypothesis Testing

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If we reject the null hypothesis when it is false, then we have committed:

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LSAT Scores The Admissions officer for the graduate programs at the University of Pennsylvania believes that the average score on the LSAT exam at his university is significantly higher than the national average of 1,300.An accepted standard deviation for LSAT scores is 125.A random sample of 25 scores had an average of 1,375. -With the following p-values, would you reject or fail to reject the null hypothesis? Comment on the statistical significance of each result.(Assume you normally reject H0 at level 0.08.) a. p-value = 0.0025 b. p-value = 0.0328 c. p-value = 0.0795 d. p-value = 0.1940

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As the alternative value of μ\mu increases, so does the power of the test.

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For a given level of significance, if the sample size is increased, the power of the test will ____________________.

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In testing the hypotheses H0: μ\mu = 75 vs.H1: μ\mu < 75, if the value of the test statistic z equals -2.42, then the p-value is:

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The hypothesis of most interest to the researcher is:

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There are two approaches to making a decision in a hypothesis test once the test statistic has been calculated.One approach is the rejection region method.The other approach is the ____________________ method.

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If we reject the null hypothesis, we conclude that:

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The numerical quantity computed from the data that is used in deciding whether to reject H0 is the:

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If a researcher fails to reject a false null hypothesis he has made a(n) ____________________ error.

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A social researcher claims that the average adult listens to the radio less than 26 hours per week.He collects data on 25 individuals' radio listening habits and finds that the mean number of hours that the 25 people spent listening to the radio was 22.4 hours.If the population standard deviation is known to be eight hours, can we conclude at the 1% significance level that he is right?

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We have created a 95% confidence interval for μ\mu with the results (10, 25).What conclusion will we make if we test H0: μ\mu = 26 vs.H1: μ\mu\neq 26 at α\alpha = 0.025?

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You reject H0 if the p-value of your hypothesis is ____________________ than the significance level.

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For a given level of significance, if the sample size is increased, the probability of committing a Type I error will decrease.

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Watching the News A researcher claims viewers spend an average of 40 minutes per day watching the news.You think the average is higher than that.In testing your hypotheses H0: μ\mu = 40 vs.H1: μ\mu > 40, the following information came from your random sample of viewers:  Watching the News A researcher claims viewers spend an average of 40 minutes per day watching the news.You think the average is higher than that.In testing your hypotheses H<sub>0</sub>:  \mu  = 40 vs.H<sub>1</sub>: \mu  > 40, the following information came from your random sample of viewers:   = 42 minutes, n = 25.Assume \sigma  = 5.5, and  \alpha = 0.10. -{Watching the News Narrative} Determine the p-value. = 42 minutes, n = 25.Assume σ\sigma = 5.5, and α\alpha = 0.10. -{Watching the News Narrative} Determine the p-value.

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A Type II error is committed if we make:

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Statisticians can translate p-values into several descriptive terms.Suppose you typically reject H0 at level 0.05.Which of the following statements is correct?

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If a researcher rejects a false null hypothesis, she has made a(n) ____________________ decision.

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By ____________________ the significance level, you increase the probability of a Type II error.

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Explain the difference between accepting H0 and failing to reject H0.

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