Intro to Probability Theory

Catalog description

Introduces the theory of probability, counting rules, conditional probability, independence, Bayes’ Theorem. Discrete and continuous random variables, their distributions, moments and moment generating functions. Multivariate probability distributions, independence, covariance. Distributions of functions of random variables, central limit theorem.