Conditional Probability, Bayes Theorem and Chain Rule of Probability.

Conditional probability provides us with a way to reason about the outcome of an experiment, based on partial information. Suppose we know that the outcome is within some given event B. We wish to express the likelihood that the outcome also belongs...