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Refer to Exercise 37. Do the data provide convincing evidence of a difference in the effectiveness of the four treatments? Carry out an appropriate test at the =0.05significance level

Short Answer

Expert verified

Yes, there is sufficient evidence that there is an association between the variables.

Step by step solution

01

Given information

The given data is,

02

Explanation

In the question, there are various methods for quitting smoking, as well as a table with various methods and their success. In a two-way table, the summary of this data can be represented as:

As a result, the expected counts are the total of the rows multiplied by the total of the columns, divided by the sample size.n=893as:

The chi-square statistic is defined as the total of squared deviations between expected and observed counts divided by expected count, as follows:

2=(4061.7514)261.7514+(7461.7514)261.7514+(8762.0045)262.0045+(2540.4927)240.4927+(204182.2486)2182.2486+(170182.2486)2182.2486+(158182.9955)2182.9955+(135119.5073)2119.5073

=34.937

The degrees of freedom are determined as follows:

df=(c1)(r1)=(41)(21)=3

The test statistic has three degrees of freedom and follows the X2distribution.

Therefore,

p-value0

Thus, the P-value interval can be discovered in table C in the column title that has X2-value in the appropriate interval in the row with degree of freedom as:

P<0.0005

The null hypothesis is rejected if the P-value is less than the significance level, as we know. As a result,P<0.05RejectH0

As a result, we find that there is sufficient evidence of a relationship between the variables.

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Most popular questions from this chapter

Your teacher prepares a large container full of colored beads. She claims that 1/8of the beads are red, 1/4are blue, and the remainder are yellow. Your class will take a simple random sample of beads from the container to test the teacher鈥檚 claim. The smallest number of beads you can take so that the conditions for performing inference are met is

(a) 15. (c) 30. (e) 80.

(b) 16. (d) 40

The degrees of freedom for the chi-square test for this two-way table are (a) 4.

(b) 8.

(c) 10.

(d) 20.

(e) None of these.

Birds in the trees Researchers studied the behavior of birds that were searching for seeds and insects in an Oregon forest. In this forest, 54% of the trees were Douglas 铿乺s, 40% were ponderosa pines, and 6% were other types of trees. At a randomly selected time during the day, the researchers observed 156red-breasted nuthatches: 70were seen in Douglas 铿乺s, 79in ponderosa pines, and 7 in other types of trees.2 Do these data suggest that nuthatches prefer particular types of trees when they鈥檙e searching for seeds and insects? Carry out a chi-square goodness-of-铿乼 test to help answer this question.

The category that contributes the largest component to the2statistic is

(a) White.

(c) Hispanic.

(b) Black.

(d) Other.

(e) The answer cannot be determined since this is only a sample.

The cell in the table that contributes the most to the chi-square statistic is (a) Female, 5050 chance.

(b) Male, 5050 chance.

(c) Female, almost certain.

(d) Male, almost certain.

(e) All the cells contribute equally to the test statistic.

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