chain rule of probability

Chain rule of probability

By simply rearranging the formula for conditional probability, we get:

$$\begin{array}{rl}P(A\cap B)& =P(A|B)\cdot P(B)\end{array}$$

… for $A$ and $B$ to happen, $B$ has to happen, and then $A$ has to happen given that $B$ has happened.