Exam 10: Hypothesis Tests Regarding a Parameter

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Test Hypotheses about a Population Proportion -The power of the test is

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Provide an appropriate response. -A hypothesis test is a "two-tailed" if the alternative hypothesis contains a _____sign.

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Test Hypotheses about a Population Proportion -According to a prestigious historical society, in 1999,7.2%1999,7.2 \% of recent high school graduates believe that the Romans invented mayonnaise. A classics scholar believes that the percentage has increased since then. He randomly selects 125 recent high school graduates and finds that 17 of them believe in the Roman invention of mayonnaise. Test this researcher's claim at the α=0.01\alpha = 0.01 level of significance.

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Test Hypotheses about a Population Proportion -  Test the claim that σ>4.14 if n=18, s=4.92, and α=0.01. Assume that the population is normally distributed. \text { Test the claim that } \sigma > 4.14 \text { if } \mathrm { n } = 18 , \mathrm {~s} = 4.92 \text {, and } \alpha = 0.01 \text {. Assume that the population is normally distributed. }

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Test Hypotheses about a Population Proportion -  Test the claim about the population proportion p0.700 given n=50 and p^ =0.612. Use α=0.10\text { Test the claim about the population proportion } p \geq 0.700 \text { given } n = 50 \text { and }\hat { p}\ = 0.612 \text {. Use } \alpha = 0.10 \text {. }

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Test Hypotheses about a Population Proportion -The probability of making a Type II error is indicated by the letter

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State Conclusions to Hypothesis Tests -The mean number of rushing yards for one NFL team was less than 99 yards per game. If a hypothesis test is performed, how should you interpret a decision that rejects the null hypothesis?

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Test Hypotheses about a Population Mean with Unknown -  Use a t-test to test the claim μ<10.9 at α=0.10, given the sample statistics n=20,xˉ=10.5, and s=2.0\text { Use a t-test to test the claim } \mu < 10.9 \text { at } \alpha = 0.10 \text {, given the sample statistics } n = 20 , \bar { x } = 10.5 \text {, and } s = 2.0 \text {. }

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Explain the Logic of Hypothesis Testing -Suppose you want to test the claim that μ<65.4\mu < 65.4 . Given a sample size of n=35\mathrm { n } = 35 and a level of significance of α=0.10\alpha = 0.10 , when should you reject H0\mathrm { H } _ { 0 } ?

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Test Hypotheses about a Population Mean with Known Using the Classical Approach -You wish to test the claim that μ47\mu \neq 47 at a level of significance of α=0.01\alpha = 0.01 and are given sample statistics n=40n = 40 , xˉ=48.8\bar { x } = 48.8 , and σ=4.3\sigma = 4.3 . Compute the value of the test statistic. Round your answer to two decimal places.

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Test Hypotheses about a Population Proportion -Test the claim that σ16.11\sigma \leq 16.11 if n=20, s=22.41\mathrm { n } = 20 , \mathrm {~s} = 22.41 , and α=0.01\alpha = 0.01 . Assume that the population is normally distributed.

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Test Hypotheses about a Population Proportion -A method currently used by doctors to screen women for possible breast cancer fails to detect cancer in 15%15 \% of the women who actually have the disease. A new method has been developed that researchers hope will be able to detect cancer more accurately. A random sample of 60 women known to have breast cancer were screened using the new method. Of these, the new method failed to detect cancer in 7 . Calculate the test statistic used by the researchers for this test of hypothesis.

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Test Hypotheses about a Population Mean with Known Using Confidence Intervals -A group of 49 randomly selected construction workers has a mean age of 22.422.4 years with a standard deviation of 3.83.8 . According to a recent survey, the mean age should be μ=21.9\mu = 21.9 years. Test this hypothesis by constructing a 98%98 \% confidence interval for the population mean.

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Test Hypotheses about a Population Proportion -Determine the critical value, z0\mathrm { z } 0 , to test the claim about the population proportion p0.700\mathrm { p } \geq 0.700 given n=50\mathrm { n } = 50 and p^=0.612\hat { \mathrm { p } } = 0.612 . Use α=0.10\alpha = 0.10 .

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Provide an appropriate response. -The mean age of lawyers in New York is 52.1 years. Write the existing state and alternative hypotheses.

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State Conclusions to Hypothesis Tests -The mean monthly gasoline bill for one household is greater than $140\$ 140 . If a hypothesis test is performed, how should you interpret a decision that rejects the null hypothesis?

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Test Hypotheses about a Population Proportion -In 2002, the mean expenditure for auto insurance in a certain state was $806\$ 806 . An insurance salesperson in this state believes that the mean expenditure for auto insurance is less today. She obtains a simple random sample of 32 auto insurance policies and determines the mean expenditure to be $781\$ 781 with a standard deviation of $39.13\$ 39.13 . Is there enough evidence to support the claim that the mean expenditure for auto insurance is less than the 2002 amount at the α=0.05\alpha = 0.05 level of significance?

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Test Hypotheses about a Population Mean with Known Using Confidence Intervals -When testing H0:μ=μ0\mathrm { H } _ { 0 } : \mu = \mu _ { 0 } , using confidence intervals, if μ\mu is not contained in the confidence interval then we would

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Test Hypotheses about a Population Mean with Known Using Confidence Intervals -In a random sample of 60 digital cameras, the mean repair cost was $150\$ 150 with a standard deviation of $36\$ 36 . A local repairman claims that the mean cost of repair should be $165\$ 165 . Test this hypothesis by constructing a 99%99 \% confidence interval for the population mean.

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Test Hypotheses about a Population Mean with Unknown -A local tennis pro-shop strings tennis rackets at the tension (pounds per square inch) requested by the customer. Recently a customer made a claim that the pro-shop consistently strings rackets at lower tensions, on average, than requested. To support this claim, the customer asked the pro shop to string 10 new rackets at 42 psi. Suppose the two-tailed P-value for the test described above (obtained from a computer printout) is 0.080.08 . Give the proper conclusion for the test. Use α=0.05\alpha = 0.05 .

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