Definitions and useful formulas

Joint Conditional Probability

The probability of conditions $A$ and $B$ occuring at the same time

The probability of $A$ or $B$ occuring is given by

Conditional Probability

The conditional Probability, of an event $A$ given a condition $B$, denoted $P(A|B)$ is defined as

Marginalization

In the continuous case we have