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Walking to school Refer to Exercise 36.

a. Explain why the sample result gives some evidence for the alternative hypothesis.

b. Calculate the standardized test statistic and P-value.

c. What conclusion would you make?

Short Answer

Expert verified

a. Sample proportion of 0.17<0.13.

b. Z=1.19,P=0.1170

c. No enough convincing evidence is present that true population proportion of all students at elementary school who walk is>0.13

Step by step solution

01

Given Information

It is given that α=0.05

H0:p=0.13

H1:p>0.13

n=100,x=17

02

Explaining Sample Results

The sample proportion is:

p^=xn=17100=0.17

As 0.17>0.13, sample result gives some evidence for alternate hypothesis as it agrees with it.

Hence,H1:p>0.17

03

Standardized test statistic and P value

As sample proportion is 0.17

Test statistic is z=p^-p0p01-p0n=0.17-0.130.13(1-0.13)100=1.19

Pvalue is P=P(z>1.19)=1-P(Z<1.19)=1-0.8830

P=0.1170

04

Conclusion

We get

P=P(z>1.19)=1-P(Z<1.19)=1-0.8830=0.1170

Now, P>0.05⇒Fail to rejectH0

Hence, there is no enough convincing evidence that true population of all students>0.13

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Most popular questions from this chapter

Roulette An American roulette wheel has 18red slots among its 38slots. To test if a particular roulette wheel is fair, you spin the wheel 50times and the ball lands in a red slot 31times. The resulting P-value is0.0384.

a. Interpret the P-value.

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H0:p=0.50

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where pis the proportion of all city residents who support a 1%increase in the sales tax to fund road repairs.

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b. There is an 18%chance that the majority of residents supports the tax increase.

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d. Assuming that more than 50%of residents support the tax increase, there is an 18%probability that the sample proportion would be 0.527or greater by chance alone.

e. Assuming that 50%of residents support the tax increase, there is an 18% chance that the null hypothesis is true by chance alone.

1 A software company is trying to decide whether to produce an upgrade of one of its programs. Customers would have to pay \(100 for the upgrade. For the upgrade to be profitable, the company must sell it to more than 20% of their customers. You contact a random sample of 60 customers and find that 16 would be willing to pay \)100 for the upgrade.

a. Do the sample data give convincing evidence that more than 20% of the company’s customers are willing to purchase the upgrade? Carry out an appropriate test at the α=0.05significance level.

b. Which would be a more serious mistake in this setting—a Type I error or a Type II error? Justify your answer.

c. Suppose that 30% of the company’s customers would be willing to pay $100 for the upgrade. The power of the test to detect this fact is0.60. Interpret this value.

The standardized test statistic for a test of H0:p=0.4versus Ha:pnotequalto0.4isz=2.43This test is

a. not significant at either α=0.05or α=0.01

b. significant at α=0.05but not atα=0.01

c. significant atα=0.01but not at α=0.05

d. significant at both α=0.05andα=0.01

e. inconclusive because we don’t know the value of p^

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