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One-sided test Suppose you carry out a significance test of H0:μ=5versus Ha:μ>5based on a sample of size n=20and obtain t=1.81.

(a) Find the P-value for this test using (i) Table Band (ii) your calculator. What conclusion would you draw at the 5%significance level? At the 1%significance level?

(b) Redo part (a) using an alternative hypothesis ofHa:μ≠5.

Short Answer

Expert verified

a. Table B: 0.025<P-value<0.05. Technology: the P-value is 0.043. Reject H0 at the 5%significance level. Fail to reject H0at the 1%significance level.

b. Table B: 0.05<P-value<0.10. Technology: the P-value is 0.086. Fail to reject H0at both levels.

Step by step solution

01

Given information

(One-sided test Suppose you carry out a significance test of H0:μ=5versus Ha:μ>5based on a sample of size n=20and obtain t=1.8.

02

Explanation (part a)

(i) Table B:

The degrees of freedom required for looking Table B: is given by df=n-1=20-1=19

Now for a one tailed significance t test looking at Table B: the p-value is calculated as

localid="1651324003883" 0.025<P-value<0.05

(ii) Calculator:

Performing test on significance level 0.05: p-value:0.04388018

Decision: You can rejectHâ‚¶Äat the significance level 0.05, because your p-value does not exceed 0.05.

Performing test on significance level 0.1:p-value:0.9561198

Decision: There is not enough evidence to rejectHâ‚¶Ä at the significance level 0.1, because your p-value is greater than 0.1.

Conclusion: Reject H0 at the 5%significance level. Fail to reject H0at the 1%significance level.

03

Explanation (part b)

Redo part (a) using an alternative hypothesis of Ha:μ≠5

(i) Table B:

The degrees of freedom required for looking Table B: is given by

df=n-1=20-1=19

Now for a one tailed significance t test looking at Table B: the p-value is calculated as

0.05<P-value<0.1

(ii) Calculator:

Performing test on significance level 0.05: p-value:0.08776036

Decision: There is not enough evidence to rejectHâ‚¶Ä at the significance level 0.05, because your p-value is greater than 0.05.

Performing test on significance level 0.1: p-value:0.08776036

Decision: You can rejectHâ‚¶Ä at the significance level 0.1, because your p-value does not exceed 0.1.

Conclusion: Fail to reject H0at both levels.

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Most popular questions from this chapter

Simon reads a newspaper report claiming that 12% of all adults in the United States are left-handed. He wonders if 12% of the students at his large public high school are left-handed. Simon chooses an SRS of 100 students and records whether each student is right- or left-handed.

Which of the following 95% confidence intervals would lead us to reject H0:p=0.30in favor of Ha:p≠0.30at the 5% significance level?

(a) (0.29, 0.38) (c) (0.27, 0.31) (e) None of these

(b) (0.19, 0.27) (d) (0.24, 0.30)

After once again losing a football game to the archrival, a college’s alumni association conducted a survey to see if alumni were in favor of firing the

coach. An SRS of 100 alumni from the population of all living alumni was taken, and 64 of the alumni in the sample were in favor of firing the coach.

Suppose you wish to see if a majority of living alumni are in favor of firing the coach. The appropriate test statistic is

a. z=0.64-0.50.64(0.36)100

b.t=0.64-0.50.64(0.36)100

c.z=0.64-0.50.5(0.5)100

d.z=0.64-0.50.64(0.36)64

e.z=0.5-0.640.5(0.5)100

The reason we use tprocedures instead of zprocedures when carrying out a test about a population mean is that

(a) zcan be used only for large samples.

(b)zrequires that you know the population standard deviation σ.

(c) zrequires you to regard your data as an SRS from the population.

(d) zapplies only if the population distribution is perfectly Normal.

(e) zcan be used only for confidence intervals.

Pressing pills A drug manufacturer forms tablets by compressing a granular material that contains the active ingredient and various fillers. The hardness of a sample from each batch of tablets produced is measured to control the compression process. The target value for the hardness is μ=11.5. The hardness data for a random sample of 20tablets are

11.62711.61311.49311.60211.36011.37411.59211.45811.55211.46311.38311.71511.48511.50911.42911.47711.57011.62311.47211.531

Is there significant evidence at the5% level that the mean hardness of the tablets differs from the target value? Carry out an appropriate support your answer.

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