Exam 10: Hypothesis Tests Regarding a Parameter

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Provide an appropriate response. -The mean utility bill in one city during the summer was less than $93. Write the null and alternative hypotheses.

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Test Hypotheses about a Population Mean with Unknown -A local hardware store claims that the mean waiting time in line is less than 3.53.5 minutes. A random sample of 20 customers has a mean of 3.73.7 minutes with a standard deviation of 0.80.8 minute. If α=0.05\alpha = 0.05 , test the store's claim using P-values.

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Test Hypotheses about a Population Proportion -A Type II error is an error that

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Test Hypotheses about a Population Proportion -The commute times (in minutes) of 20 randomly selected adult males are listed below. Test the claim that the variance is less than 6.256.25 . Use α=0.05\alpha = 0.05 . Assume the population is normally distributed. 70 72 71 70 69 73 69 68 70 71 67 71 70 74 69 68 71 71 71 72

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Test Hypotheses about a Population Proportion -A new gun-like apparatus has been devised to replace the needle in administering vaccines. The apparatus, which is connected to a large supply of vaccine, can be set to inject different amounts of the serum, but the variance in the amount of serum injected to a given person must not be greater than 0.070.07 to ensure proper inoculation. A random sample of 36 injections was measured. Suppose the P\mathrm { P } -value for the test is p=0.0024\mathrm { p } = 0.0024 . State the proper conclusion using α=0.01\alpha = 0.01 .

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Test Hypotheses about a Population Proportion -  Test the claim that σ254.4 if n=10, s2=60, and α=0.01. Assume that the population is normally distributed. \text { Test the claim that } \sigma ^ { 2 } \neq 54.4 \text { if } \mathrm { n } = 10 , \mathrm {~s} ^ { 2 } = 60 \text {, and } \alpha = 0.01 \text {. Assume that the population is normally distributed. }

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State Conclusions to Hypothesis Tests -The mean monthly gasoline bill for one household is greater than $130\$ 130 . If a hypothesis test is performed, how should you interpret a decision that fails to reject the null hypothesis?

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Test Hypotheses about a Population Proportion -Test the claim that σ2>7.6\sigma ^ { 2 } > 7.6 if n=18, s2=10.8\mathrm { n } = 18 , \mathrm {~s} ^ { 2 } = 10.8 , and α=0.01\alpha = 0.01 . Assume that the population is normally distributed.

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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 25%25 \% , then the lab will scale back a proposed enlargement of its facilities. Suppose 300 business students were randomly sampled and 75 have PC's at home. What assumptions are necessary for this test to be satisfied?

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Test Hypotheses about a Population Mean with Known Using Confidence Intervals -A group of 40 homeowners showed that their average monthly gasoline bill was $192\$ 192 with a standard deviation of $8\$ 8 . According to a national consumer group, their mean bill should be μ=$188\mu = \$ 188 . Test this hypothesis by constructing a 95%95 \% confidence interval for the population mean.

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Provide an appropriate response. -The _____hypothesis contains the " == " sign.

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Explain Type I and Type II Errors -What is the probability associated with not making a Type II error?

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Test Hypotheses about a Population Proportion -It is desired to test H0:μ=8\mathrm { H } _ { 0 } : \mu = 8 against H1:μ8\mathrm { H } _ { 1 } : \mu \neq 8 using α=0.05\alpha = 0.05 . The population in question is uniformly distributed with a standard deviation of 1.0. A random sample of 100 will be drawn from this population. If μ\mu is really equal to 7.97.9 , what is the value of β\beta associated with this test?

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State Conclusions to Hypothesis Tests -The mean age of professors at a university is greater than 53.753.7 years. 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 -A survey claims that 9 out of 10 doctors (i.e., 90%90 \% ) recommend brand ZZ for their patients who have children. To test this claim against the alternative that the actual proportion of doctors who recommend brand ZZ is less than 90%90 \% , a random sample of 100 doctors results in 85 who indicate that they recommend brand ZZ . The test statistic in this problem is approximately:

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Test Hypotheses about a Population Proportion -Increasing numbers of businesses are offering child-care benefits for their workers. However, one union claims that more than 85%85 \% of firms in the manufacturing sector still do not offer any child-care benefits to their workers. A random sample of 460 manufacturing firms is selected and asked if they offer child-care benefits. Suppose the P\mathrm { P } -value for this test was reported to be p=0.1070\mathrm { p } = 0.1070 . State the conclusion of interest to the union. Use α=0.10\alpha = 0.10 .

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Test Hypotheses about a Population Mean with Known Using the Classical Approach -  Test the claim that μ<29, given that α=0.01 and the sample statistics are n=40,xˉ=30.8, and σ=4.3\text { Test the claim that } \mu < 29 \text {, given that } \alpha = 0.01 \text { and the sample statistics are } n = 40 , \bar { x } = 30.8 \text {, and } \sigma = 4.3 \text {. }

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Distinguish between Statistical Significance and Practical Significance -True or False: Results that are statistically significant are always practically significant.

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Test Hypotheses about a Population Mean with Known Using P-values -A bank claims that the mean waiting time in line is less than 3.93.9 minutes. A random sample of 60 customers has a mean of 3.83.8 minutes with a standard deviation of 0.60.6 minute. If α=0.05\alpha = 0.05 , test the bank's claim using P\mathrm { P } -values.

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Test Hypotheses about a Population Proportion -Compute the standardized test statistic, χ2\chi ^ { 2 } , to test the claim σ2<16.8\sigma ^ { 2 } < 16.8 if n=28n = 28 , s2=10.5s ^ { 2 } = 10.5 , and α=0.10\alpha = 0.10 .

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