What is the primary purpose of the Chi-Square Test for Homogeneity?

To measure the strength and direction of a linear relationship between two variables.

To determine if there is a significant association between two categorical variables.

To compare the means of two independent groups.

To test if the distribution of a categorical variable is the same across different populations.