Exam 10: Introduction to Hypothesis Testing

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If a null hypothesis is rejected at the 0.05 level of significance, it must be rejected at the 0.025 level.

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The hypothesis of most interest to the researcher is:

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Researchers claim that 40 tissues is the average number of tissues a person uses during the course of a cold. The company who makes Puffs brand tissues thinks that fewer of their tissues are needed. What are their null and alternative hypotheses?

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Which of the following statements is false regarding the operating characteristic (OC) curve?

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The owner of a local Karaoke Bar has recently surveyed a random sample of n = 300 customers of the bar. She would now like to determine whether or not the mean age of her customers is over 35. If so, she plans to alter the entertainment to appeal to an older crowd. If not, no entertainment changes will be made. If she wants to be 99% confident in her decision, what rejection region she use if the population standard deviation σ\sigma is known?

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State the appropriate hypotheses for the consumer group to do their test.

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

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A Type I error is represented by β\beta .

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If a test of hypothesis has a Type I error probability of .05, this means that:

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If we do not reject the null hypothesis, we conclude that there ____________________(is/is not) enough statistical evidence to infer that the alternative hypothesis is true.

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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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Which of the following probabilities is equal to the significance level α\alpha ?

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For a given level of significance, if the sample size increases, the probability of a Type II error will:

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In a one-tail test, the p-value is found to be equal to 0.068. If the test had been two-tail, the p-value would have been:

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Rechargeable Batteries: A researcher wants to study the average lifetime of a certain brand of rechargeable batteries (in hours). In testing the hypotheses, H0: μ\mu = 950 hours vs. H1: μ\mu \neq 950 hours, a random sample of 25 rechargeable batteries is drawn from a normal population whose standard deviation is 200 hours. -Review the results of the previous questions. What is the effect of increasing the sample size on the value of β\beta ?

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In a criminal trial, a Type I error is made when an innocent person is convicted.

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The level of significance can be:

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In testing the hypotheses H0: μ\mu =50 vs. H1: μ\mu < 50, we found that the standardized test statistic is z = -1.59. Calculate the p-value, and state your conclusion if α\alpha = .025.

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Marathon Runners: A researcher wants to study the average miles run per day for marathon runners. In testing the hypotheses: H0: μ\mu =25 miles vs. H1: μ\mu \neq 25 miles, a random sample of 36 marathon runners drawn from a normal population whose standard deviation is 10, produced a mean of 22.8 miles weekly. -Compute the p-value.

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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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