### Joint Conditional Probability

The probability of conditions and occuring at the same time

## Addition Rule

The probability of or occuring is given by

### Conditional Probability

The conditional Probability, of an event given a condition , denoted is defined as

### Chain Rule

### Marginalization

In the continuous case we have

### Bayes Theorem