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Refer to the data given in Exercise 1 and assume that the requirements are all satisfied and we want to conduct a hypothesis test of independence using the methods of this section. Identify the null and alternative hypotheses.

Short Answer

Expert verified

The hypotheses:

\({\rm{Null}}\left( {{H_0}} \right):\)Thehandedness and cell phone ear preference are independent of each other.

\({\rm{Alternative}}\left( {{H_1}} \right):\) The handedness and cell phone ear preference are dependent on each other.

Step by step solution

01

Given information

The data for two variables,ear preference and handedness for using the cell phone is provided.

Assume that all the requirements for conducting the test for independence are satisfied.

Refer to exercise 1 for the data as,

Right Ear

Left Ear

No Preference

Right-Handed

436

166

40

Left-Handed

16

50

3

02

State the procedure to identify the hypotheses

The hypotheses always appears in pair of two; null and alternative.

A null hypothesis is the base hypothesis which is expressed for a no change assumption while the alternative hypothesis describes the change.

Thus, a null hypothesis is always expressed with an equal to sign, if expressed mathematically.

03

State the null and alternate hypothesis

The claim requires to test for independence of two variables; handedness and ear preference.

Thus, the hypotheses are formulated as follows:

\({\rm{Null}}\left( {{H_0}} \right):\)Thehandedness and cell phone ear preference are independent of each other.

\({\rm{Alternative}}\left( {{H_1}} \right):\) The handedness and cell phone ear preference are dependent on each other.

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Most popular questions from this chapter

Exercises 1โ€“5 refer to the sample data in the following table, which summarizes the last digits of the heights (cm) of 300 randomly selected subjects (from Data Set 1 โ€œBody Dataโ€ in Appendix B). Assume that we want to use a 0.05 significance level to test the claim that the data are from a population having the property that the last digits are all equally likely.

Last Digit

0

1

2

3

4

5

6

7

8

9

Frequency

30

35

24

25

35

36

37

27

27

24

If using a 0.05 significance level to test the stated claim, find the number of degrees of freedom.

The accompanying table is from a study conducted

with the stated objective of addressing cell phone safety by understanding why we use a particular ear for cell phone use. (See โ€œHemispheric Dominance and Cell Phone Use,โ€ by Seidman, Siegel, Shah, and Bowyer, JAMA Otolaryngologyโ€”Head & Neck Surgery,Vol. 139, No. 5.)

The goal was to determine whether the ear choice is associated with auditory or language brain hemispheric dominance. Assume that we want to test the claim that handedness and cell phone ear preference are independent of each other.

a. Use the data in the table to find the expected value for the cell that has an observed frequency of 3. Round the result to three decimal places.

b. What does the expected value indicate about the requirements for the hypothesis test?

Right Ear

Left Ear

No Preference

Right-Handed

436

166

40

Left-Handed

16

50

3

The table below includes results from polygraph (lie detector) experiments conducted by researchers Charles R. Honts (Boise State University) and Gordon H. Barland (Department of Defense Polygraph Institute). In each case, it was known if the subject lied or did not lie, so the table indicates when the polygraph test was correct. Use a 0.05 significance level to test the claim that whether a subject lies is independent of the polygraph test indication. Do the results suggest that polygraphs are effective in distinguishing between truths and lies?

Did the subject Actually Lie?


No (Did Not Lie)

Yes (Lied)

Polygraph test indicates that the subject lied.


15

42

Polygraph test indicates that the subject did not lied.


32

9

The table below shows results since 2006 of challenged referee calls in the U.S. Open. Use a 0.05 significance level to test the claim that the gender of the tennis player is independent of whether the call is overturned. Do players of either gender appear to be better at challenging calls?

Was the Challenge to the Call Successful?


Yes

No

Men

161

376

Women

68

152

Questions 6โ€“10 refer to the sample data in the following table, which describes the fate of the passengers and crew aboard the Titanic when it sank on April 15, 1912. Assume that the data are a sample from a large population and we want to use a 0.05 significance level to test the claim that surviving is independent of whether the person is a man, woman, boy, or girl.


Men

Women

Boys

Girls

Survived

332

318

29

27

Died

1360

104

35

18

What distribution is used to test the stated claim (normal, t, F, chi-square, uniform)?

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