Statistical NLP: Lecture 4
Notions of Probability Theory
Conditional Probability and Independence
Baye’s Theorem
Random Variables
Expectation and Variance
Joint and Conditional Distributions
Estimating Probability Functions
Standard Distributions
Baysian Statistics I: Bayesian Updating
Bayesian Statistics II: Bayesian Decision Theory
Email: nat@cs.dal.ca
Home Page: http://borg.cs.dal.ca/~nat