independent and dependent random variables

Distinguishing between random variables:

Two random variables $X,Y$ are independent if and only if events $A=\{X\le x\}$ and $B=\{Y\le y\}$ are independent events for all $x,y\in \mathbb{R}$, i.e. the joint distribution is the simple product of the marginal distributions.