1. You want to know if owning cats is associated with having a job. Consider the following bivariate table that examines the relationship between owning cats and having a job.
Own a Cat |
Do not Own a Cat |
Total |
|
Have a Job |
650 |
500 |
1150 |
Do not have a Job |
200 |
150 |
350 |
Total |
850 |
650 |
1500 |
a. Which measure of association is the most appropriate? Why?
b. Calculate the measure of association (the one you indicated in part a)
c. Interpret this measure of association for someone who is not familiar with statistics
a. The most appropriate measure of the association will be the Chi-square statistic for association which is given by
b. Chi-Square statistic = 0.061
Also, the tabulated value of Chi-square distribution at 5% level of significance with 1 degree of freedom is 3.841
c. Since Chi-square calculated(0.061) is less than 3.841, thus we conclude that owning a cat is not associated with having a job.
Thank you,
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