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91Ó°ÊÓ

Stats teachers' cars A random sample of AP Statistics teachers were asked to report the age (in years) and mileage of their primary vehicles. A scatterplot of the data is shown below.

Computer output from a least-squares regression analysis of these data is shown below. Assume that the conditions for regression inference are met.

(a) Verify that the 95% confidence interval for the slope of the population regression line is (9016.4, 14,244.8 ).

(b) A national automotive group claims that the typical driver puts 15,000 miles per year on his or her main vehicle. We want to test whether AP Statistics teachers are typical drivers. Explain why an appropriate pair of hypotheses for this test is H0:β=15,000versus Ha:β≠15,000.

(c) What conclusion would you draw for this significance test based on your interval in part (a)? Justify your answer.

Short Answer

Expert verified

a) (9016.443,14244.757)

b) H0:β=15000

Ha:β≠15000

c)There is sufficient evidence to reject the claim that AP Statistics teachers are typical drivers.

Step by step solution

01

Given Information(Part a)

Given:

n=21b=11630.6SEb=1249

02

Explanation(Part a)

The degrees of freedom is the sample size decreased by 2 :

df=n-2=21-2=19

The critical t-value can be found in table B in the row of d f=19 and in the column of c=95% :

t*=2.093

The boundaries of the confidence interval then become:

localid="1650543247381" b-t*×SEb=11630.6-2.093×1249=9016.443

localid="1650543258240" b+t*×SEb=11630.6+2.093×1249=14244.757

The slight deviation is due to rounding errors.

03

Given Information(Part b)

Need for an appropriate pair of hypotheses for this test.

04

Explanation (Part b)

Claim: the typical driver puts 15000 miles per year on his or her main vehicle.

This means that the mileage is expected to be about 15000 miles per year, which corresponds with a slope of 15000. The null hypothesis states that the population parameter is equal to the value given in the claim:

H0:β=15000

The alternative hypothesis states the opposite of the null hypothesis:

Ha:β≠15000

05

Given Information(Part c)

Need to find this significance test based on your interval in part (a).

06

Explanation(Part c)

H0:β=15000

Ha:β≠15000

Confidence interval found in part a:

(9016.443,14244.757)

The confidence interval does not contain 15000 and thus it is unlikely to obtain β=15000, which means that there is sufficient evidence to reject the claim that AP Statistics teachers are typical drivers.

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Most popular questions from this chapter

Beavers and beetles Refer to Exercise 9.

(a) How many clusters of beetle larvae would you predict in a circular plot with 5 tree stumps cut by beavers? Show your work.

(b) About how far off do you expect the prediction in part (a) to be from the actual number of clusters of beetle larvae? Justify your answer.

Which of the following would provide evidence that a power law model of the form y=axbwhere b≠0andb≠1, describes the relationship between a response variable yand an explanatory variable x.

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(c) A scatterplot of yversus ln xlooks approximately linear.

(d) A scatterplot of ln yversus ln xlooks approximately linear.

(e) None of these.

Do hummingbirds prefer store-bought food made from concentrate or a simple mixture of sugar and water? To find out, a researcher obtains 10identical hummingbird feeders and fills 5, chosen at random, with store-bought food from concentrate and the other 5with a mixture of sugar and water. The feeders are then randomly assigned to10possible hanging locations in the researcher’s yard. Which inference procedure should you use to test whether hummingbirds show a preference for store-bought food based on amount consumed?

(a) A one-sample z test for a proportion .

(b) A two-sample z test for a proportion .

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(d) A two-sample t test .

(e) A paired t test .

The P-value for the test in Question 5 is 0.0087. A correct interpretation of this result is that

(a) the probability that there is no linear relationship between an average number of putts per hole and total winnings for these 69players is 0.0087.

(b) the probability that there is no linear relationship between the average number of putts per hole and total winnings for all players on the PGA Tour’s world money list is 0.0087.

(c) if there is no linear relationship between an average number of putts per hole and total winnings for the players in the sample, the probability of getting a random sample of 69players yields a least-squares regression line with a slope of -4139198or less is 0.0087.

(d) if there is no linear relationship between an average number of putts per hole and total winnings for the players on the PGA Tour’s world money list, the probability of getting a random sample of 69 players yields a least-squares regression line with a slope of -4139198or less is 0.0087.

(e) the probability of making a Type II error is0.0087.

What is the correlation between the selling price and appraised value?

(a) 0.1126

(c) -0.861

(e) -0.928

(b) 0.861

(d) 0.928

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