In: Statistics and Probability
state the percentage difference you think would be enough of a difference to indicate that two categorical variables would be independent and give your reasons why.
Answers:
Association between two variables means the values of one variable relate in some way to the values of the other. Association is usually measured by correlation for two continuous variables and by cross-tabulation and a Chi-square test for two categorical variables.
The percentage difference would be enough of a difference to indicate that two categorical variables would be independent, the following example shows the two categorical variables would be independent.
Here we use a Chi-square test for two categorical variables.
Here in the above example the Male and female are independent.