Conditional probability is the chance that a certain event occurs, given another event has occurred.
It is defined as the joint probability divided by the prior probability:
Conditional Distribution
Given two joint random variable
Conditional Discrete Distributions
Conditional Continuous Distributions
The PDF of a conditional continuous distributions is
where