Exam 11: Introduction to Hypothesis Testing

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In order to determine the p-value,it is necessary to know the level of significance.

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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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A p-value is usually set at 0.05.

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If a marketer wishes to determine whether there is evidence that average family income in a community exceeds $32,000:

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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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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. -{Rechargeable Batteries Narrative} Review the results of the previous questions.What is the effect of decreasing the significance level on the value on β\beta ?

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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: Xˉ\bar { X } = 42 minutes,n = 25.Assume σ\sigma = 5.5,and α\alpha = 0.10. -{Watching the News Narrative} Interpret the result.

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For a two-tail test,the null hypothesis will be rejected at the 0.05 level of significance if the value of the standardized test statistic z is:

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

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A Type I error is represented by β\beta 0.

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Calculate the probability of a Type II error for the hypothesis test: H0: μ\mu = 50 vs.H1: μ\mu > 50,given that μ\mu = 55, α\alpha = 0.05, σ\sigma = 10,and n = 16.

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The ____________________ is a range of values such that if the test statistic falls into that range we reject the null hypothesis in favor of the alternative hypothesis.

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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 ____________________ method.The other approach is the p-value method.

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

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To increase the power of a test,____________________ the sample size.

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Suppose we wish to test H0: μ\mu =45vs.H1: μ\mu >\gt 45.What will result if we conclude that the mean is greater than 45 when the actual mean is 50?

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A sample is used to obtain a 95% confidence interval for the mean of a population.The confidence interval goes from 78.21 to 87.64.If the same sample had been used to test the null hypothesis that the mean of the population differs from 90,the null hypothesis could be rejected at a level of significance of 0.05.

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In a two-tail test for the population mean,the null hypothesis will be rejected at α\alpha level of significance if the value of the standardized test statistic z is such that:

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The probability of making a Type I error and the level of significance are the same.

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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. -{LSAT Scores Narrative} State the appropriate null and alternative hypotheses.

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