What Are Measures of Association Used For

What are measures of association used for?

A) They provide clues as to whether one variable causes another.
B) They allow us to predict with perfect accuracy how one variable causes another.
C) They tell us whether we can generalize from our sample to the larger population.
D) They tell us which variable should be the dependent variable in our theory.