What Does Statistical Significance Mean with Regard to the Association

Multiple Choice

What does statistical significance mean with regard to the association between two variables?

A) Association is likely to be due to chance.
B) Association is not likely to be due to chance.
C) Association is likely to be due to a third variable.
D) Association is not likely to be due to a third variable.
E) Association exists and is deemed to be strong.