Key Sequence Notation New Concepts conditional independence random variable probability mass function expectation Important Results / Claims When you are using conditional probability, if you are consistently within your condition, you can effectively just leave it there conditioning on something CHANGES whether or not two things are independent Questions Interesting Factoids