Probability Spaces. Conditional Probability. Discrete And Continuous Random Variables. Important Distributions# Binomial, Geometric, Poisson, Uniform, Normal, Exponential, Gamma and Beta. Expectation and Moments. Variance. Vectors of Random Variables And Their Joint Distributions, Conditional Distributions And Expectations. Covariance, Order Statistic. Functions Of Random Variables. The Bivariate Normal Distribution.moment Generating Functions. Law of Large Numbers. Central Limit Theorem.

Faculty: Data and Decision Sciences