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

a. not significant at either =0.05or =0.01

b. significant at =0.05but not at=0.01

c. significant at=0.01but not at =0.05

d. significant at both =0.05and=0.01

e. inconclusive because we don鈥檛 know the value of p^

Short Answer

Expert verified

The test is significant at =0.05and =0.01

The correct option is(b)

Step by step solution

01

Given information

z=2.43

Level of significance ()=0.05/0.01

The null and alternative hypotheses are as follows:

H0:p=0.4Ha:pisnotequalto0.4

02

The objective is to find the test statistics values at which test is significant 

The -value can be computed as:

p-value=2P(Z>z)=2P(Z>2.43)=20.0075=0.0150

If the null hypothesis is rejected, the test will be significant.

If the p-value>null hypothesis is rejected.

p-value(0.0150)<(0.05)=Reject the null hypothesis

p-value(0.0150)>(0.01)=Fail to reject the null hypothesis

At =0.05the test is considered significant.

Therefore, the correct option is(b)

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Most popular questions from this chapter

Awful accidents Slow response times by paramedics, firefighters, and policemen can have serious consequences for accident victims. In the case of life-threatening injuries, victims generally need medical attention within 8minutes of the accident. Several cities have begun to monitor emergency response times. In one such city, emergency personnel took more than 8minutes to arrive on 22%of all calls involving life-threatening injuries last year. The city manager shares this information and encourages these first responders to 鈥渄o better.鈥 After 6months, the city manager selects an SRS of 400 calls involving life- threatening injuries and examines the response times. She then performs a test at the =0.05level of H0: p=0.22versus Ha:p<0.22, where pis the true proportion of calls involving life-threatening injuries during this 6-month period for which emergency personnel took more than 8minutes to arrive.

a. Describe a Type I error and a Type II error in this setting.

b. Which type of error is more serious in this case? Justify your answer.

c. Based on your answer to part (b), do you agree with the manager鈥檚 choice of =0.05? Why or why not?

Potato power problems Refer to Exercises 85 and 87

a. Explain one disadvantage of using =0.10 instead of =0.05 when

performing the test.

b. Explain one disadvantage of taking a random sample of 500 potatoes instead of 250 potatoes from the shipment.

Don't argue Refer to Exercise 2. Yvonne finds that 96 of the 150 students (64%) say they rarely or never argue with friends. A significance test yields a P-value of0.0291 Interpret the P-value.

A government report says that the average amount of money spent per U.S. household per week on food is about \(158. A random sample of50 households in a small city is selected, and their weekly spending on food is recorded. The sample data have a mean of \)165 and a standard deviation of \(20. Is there convincing evidence that the mean weekly spending on food in this city differs from the national figure of \)158?

More lefties?In the population of people in the United States, about 10% are left-handed. After bumping elbows at lunch with several left-handed students, Simon wondered if more than 10%of students at his school are left-handed. To investigate, he selected an SRS of 50students and found 8lefties (p=8/50=0.16).

To determine if these data provide convincing evidence that more than 10%of the students at Simon鈥檚 school are left-handed, 200trials of a simulation were conducted. Each dot in the graph shows the proportion of students that are left-handed in a random sample of 50students, assuming that each student has a 10%chance of being left handed.

a. State appropriate hypotheses for performing a significance test. Be sure to define the parameter of interest.

b. Use the simulation results to estimate the P-value of the test in part (a). Interpret the P-value.

c. What conclusion would you make?

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