Probability: probability rules, conditional probability and independence; Random variables and probability distributions; expectation; some discrete and continuous probability distributions; joint, marginal and conditional distributions; covariance; distributions of functions of random variables (distribution function method, the Jacobian transformation method, moment generating function method); limiting distributions.