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Which inference method?

a. A city planner wants to determine if there is convincing evidence of a difference in the average number of cars passing through two different intersections. He randomly selects 12times between 6:00a.m. and 10:00p.m., and he and his assistant count the number of cars passing through each intersection during the 10-minute interval that begins at that time.

b. Are more than 75%of Toyota owners generally satisfied with their vehicles? Let鈥檚 design a study to find out. We鈥檒l select a random sample of 400 Toyota owners. Then we鈥檒l ask each individual in the sample, 鈥淲ould you say that you are generally satisfied with your Toyota vehicle?鈥

c. Are male college students more likely to binge drink than female college students? The Harvard School of Public Health surveys random samples of male and female undergraduates at four-year colleges and universities about whether they have engaged in binge drinking.

d. A bank wants to know which of two incentive plans will most increase the use of its credit cards and by how much. It offers each incentive to a group of current credit card customers, determined at random, and compares the amount charged during the following 6 months.

Short Answer

Expert verified

a. Paired t test for the mean difference

b. One sample z test for a proportion

c. Two sample z test for the difference in proportions

d. Paired t interval for the mean difference

Step by step solution

01

Part (a): Step 1 : Given information

We have given 2samples for the case study

We have to find a suitable method to determine if the claim that there is a difference in the average number of cars passing through two different intersections is correct or not.

02

Part (a): Step 2: Explanation

To determine the correctness of the claim, we use hypothesis testing.

Here, we have given 2samples containing the same 12times. Also, samples are dependent and are estimated at the mean or average.

Hence, we use a paired t-test for the mean difference.

03

Part (b): Step 1: Given information

We have given 1samples for the case study

We have to find a suitable method to determine if the claim that "more than 75%Toyota owners are generally satisfied with their vehicles" is true or not.

04

Part (b): Step 2: Explanation

To determine the correctness of the claim, we use hypothesis testing.

Here, we have given only 1a sample.

Hence, we use a one-sample test for a proportion.

05

Part (c): Step 1: Given Information

We have given 2samples for the case study

We have to find a suitable method to determine if the claim that "male college students are more likely to drink than female college students" is true or not.

06

Part (c): Step 2: Explanation

To determine the correctness of the claim, we use hypothesis testing.

Here, we have given 2samples containing different subjects. Hence, samples are independent and are estimated at proportions.

Hence, we use two-sample z tests for the difference in proportions.

07

Part (d): Step 1: Given information 

We have given 2samples for the case study

We have to find a suitable method to help the bank to know which of the two incentive plans will most increase the use of its credit cards and by how much

08

Part (d): Step 2: Explanation

To estimate the difference in the mean amount charged, we use paired testing.

Here, we have given 2samples containing the same subjects. Hence, samples are dependent and are estimated by paired tests.

Hence, we use a paired t-interval for the mean difference.

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Most popular questions from this chapter

At a baseball game, 42of 65randomly selected people own an iPod. At a rock concert occurring at the same time across town, 34of 52randomly selected people own an iPod. A researcher wants to test the claim that the proportion of iPod owners at the two venues is different. A 90%confidence interval for the difference (Game 鈭 Concert) in population proportions is (0.154,0.138). Which of the following gives the correct outcome of the researcher鈥檚 test of the claim?

a. Because the confidence interval includes 0, the researcher can conclude that the proportion of iPod owners at the two venues is the same.

b. Because the center of the interval is -0.008, the researcher can conclude that a higher proportion of people at the rock concert own iPods than at the baseball game.

c. Because the confidence interval includes 0, the researcher cannot conclude that the proportion of iPod owners at the two venues is different.

d. Because the confidence interval includes more negative than positive values, the researcher can conclude that a higher proportion of people at the rock concert own iPods than at the baseball game.

e. The researcher cannot draw a conclusion about a claim without performing a significance test.

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a. Construct and interpret a 95% confidence interval for the difference in the true

proportion of U.S. men and U.S. women who can identify Egypt on a map.

b. Based on your interval, is there convincing evidence of a difference in the true

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answer.

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a. gives z=2.25,P<0.02 .

b. gives z=2.60,P<0.005 .

c. gives z=2.25,P<0.04 but not<0.02

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independent random samples of 2253men and 2629women in this age group. The survey found that 986 of the men and 923 of the women lived with their parents.

a. Construct and interpret a 99%confidence interval for the difference in the true

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b. Does your interval from part (a) give convincing evidence of a difference between the population proportions? Justify your answer.

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