Probabilistic Reasoning ​
Logic is good, but we often don't know if something is true or false due to ignorance or intrinsic uncertainty.
Full Joint Probability Distribution ​
A full joint probability distribution assigns a value for each random variable.
Marginal Probability ​
The marginal probability is a probability of a subset of the random variables.