Independent Random Variables

Last modified: July 21, 2026

Two RVs X and Y are independent if knowing one tells you nothing about the other.

Mathematically:

$$P(X=x,Y=y) = P(X=x) P(Y=y)$$

Equivalent condition:

$$ E[XY]=E[X]E[Y] $$