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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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