Exam 10: Hypothesis Tests Regarding a Parameter

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Test Hypotheses about a Population Proportion -The greater the power of the test the more likely the test will

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Test Hypotheses about a Population Mean with Known Using the Classical Approach -  Test the claim that μ18, given that α=0.05 and the sample statistics are n=35,x=17.1 and σ=2.7\text { Test the claim that } \mu \neq 18 \text {, given that } \alpha = 0.05 \text { and the sample statistics are } \mathrm { n } = 35 , \overline { \mathrm { x } } = 17.1 \text { and } \sigma = 2.7 \text {. }

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Test Hypotheses about a Population Mean with Unknown -A manufacturer claims that the mean lifetime of its lithium batteries is 1000 hours. A homeowner selects 25 of these batteries and finds the mean lifetime to be 990 hours with a standard deviation of 80 hours. Test the manufacturer's claim. Use α=0.05\alpha = 0.05 .

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Test Hypotheses about a Population Proportion -A shipping firm suspects that the variance for a certain brand of tire used by its trucks is greater than 1,000,0001,000,000 . To check the claim, the firm puts 101 of these tires on its trucks and gets a standard deviation of 1200 miles. At α=0.05\alpha = 0.05 , test the shipping firm's claim.

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Test Hypotheses about a Population Mean with Known Using the Classical Approach -You wish to test the claim that μ43\mu \neq 43 at a level of significance of α=0.05\alpha = 0.05 and are given sample statistics n=35\mathrm { n } = 35 , xˉ=42.1\bar { x } = 42.1 , and σ=2.7\sigma = 2.7 . 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 σ=16.56\sigma = 16.56 if n=12, s=15.2\mathrm { n } = 12 , \mathrm {~s} = 15.2 , and α=0.05\alpha = 0.05 . Assume that the population is normally distributed.

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Test Hypotheses about a Population Mean with Unknown -Find the standardized test statistic tt for a sample with n=25,x=19, s=3\mathrm { n } = 25 , \overline { \mathrm { x } } = 19 , \mathrm {~s} = 3 , and α=0.005\alpha = 0.005 if H1:μ>18\mathrm { H } _ { 1 } : \mu > 18 . Round your answer to three decimal places.

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Test Hypotheses about a Population Mean with Known Using P-values -Suppose you are using α=0.05\alpha = 0.05 to test the claim that μ25\mu \neq 25 using a P-value. You are given the sample statistics n=35,x=24.1\mathrm { n } = 35 , \overline { \mathrm { x } } = 24.1 , and σ=2.7\sigma = 2.7 . Find the P\mathrm { P } -value.

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Test Hypotheses about a Population Proportion -Compute the standardized test statistic, χ2\chi ^ { 2 } , to test the claim σ2>7.6\sigma ^ { 2 } > 7.6 if n=18\mathrm { n } = 18 , s2=10.8\mathrm { s } ^ { 2 } = 10.8 , and α=0.01\alpha = 0.01 .

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Test Hypotheses about a Population Mean with Known Using Confidence Intervals -A random sample of 56 lithium batteries has a mean life of 645 hours with a standard deviation of 31 hours. A leading consumer journal states that the mean life for these batteries is μ=639\mu = 639 hours. Test this hypothesis by constructing a 95%95 \% confidence interval for the population mean.

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Explain Type I and Type II Errors -A referendum for an upcoming election is favored by more than half of the voters. Identify the type I and type II errors for the hypothesis test of this claim.

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Test Hypotheses about a Population Mean with Unknown -Find the standardized test statistic tt for a sample with n=15,x=10.8, s=0.8\mathrm { n } = 15 , \overline { \mathrm { x } } = 10.8 , \mathrm {~s} = 0.8 , and α=0.05\alpha = 0.05 if H0:μ10.5\mathrm { H } _ { 0 } : \mu \leq 10.5 . Round your answer to three decimal places.

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Test Hypotheses about a Population Mean with Known Using the Classical Approach -You wish to test the claim that μ1220\mu \neq 1220 at a level of significance of α=0.01\alpha = 0.01 and are given sample statistics n=35,x=1190\mathrm { n } = 35 , \overline { \mathrm { x } } = 1190 and σ=82\sigma = 82 . Compute the value of the test statistic. Round your answer to two decimal places.

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Test Hypotheses about a Population Proportion -According to a national statistics bureau, in 2000,3.7%2000,3.7 \% of males living in the Southwest were retired exterminators. A researcher believes that the percentage has increased since then. She randomly selects 250 males in the Southwest and finds that 4 of them are retired exterminators. Test this researcher's claim at the α=0.1\alpha = 0.1 level of significance.

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Test Hypotheses about a Population Proportion -Compute the standardized test statistic, χ2\chi ^ { 2 } , to test the claim σ2=38.7\sigma ^ { 2 } = 38.7 if n=12, s2=32.4n = 12 , \mathrm {~s} ^ { 2 } = 32.4 , and α=0.05\alpha = 0.05 .

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Test Hypotheses about a Population Proportion -The business college computing center wants to determine the proportion of business students who have personal computers (PC's) at home. If the proportion exceeds 35%35 \% , then the lab will scale back a proposed enlargement of its facilities. Suppose 300 business students were randomly sampled and 85 have PC's at home. Find the rejection region for this test using α=0.10\alpha = 0.10 .

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Test Hypotheses about a Population Mean with Known Using P-values -A local company claims that the number of days missed by its employees due to illness is below the national average of 5 . A random sample of 40 employees provided the data below. At α=0.05\alpha = 0.05 , test the company's claim using P\mathrm { P } -values. 0 3 6 3 3 5 4 1 3 5 7 3 1 2 3 3 2 4 1 6 2 5 2 8 3 1 2 5 4 1 1 1 2 1 5 7 5 4 9 3

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Test Hypotheses about a Population Proportion -A pharmaceutical company manufactures a 81 -mg pain reliever. Company specifications include that the standard deviation of the amount of the active ingredient must not exceed 2mg2 \mathrm { mg } . The quality -control manager selects a random sample of 30 tablets from a certain batch and finds that the standard deviation is 2.4mg2.4 \mathrm { mg } . Assume that the amount of the active ingredient is normally distributed. Test the claim that the standard deviation of the amount of the active ingredient is greater than 2mg2 \mathrm { mg } at the α=0.05\alpha = 0.05 level of significance.

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Test Hypotheses about a Population Proportion -In a sample, 76 people or 38%38 \% of the people in the sample said that the mayor should be prosecuted for misconduct. How many people where in the sample?

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Explain the Logic of Hypothesis Testing -Suppose you want to test the claim that μ25.6\mu \leq 25.6 . Given a sample size of n=59n = 59 and a level of significance of α=0.1\alpha = 0.1 , when should you reject H0\mathrm { H } _ { 0 } ?

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