Introduction to Sample space, Random events, Probability rules, Conditional probability, Baye’s rule
Definition of Random variables, Discrete and Continuous distributions.
Definition of the mean (mathematical expectation) and the variance of a random variable. Mean and variance of a linear combination of independent random variables.
Definition of Discrete distributions (Uniform, Binomial, Hyper geometric, Poisson).
Definition of Continuous distributions (Uniform, Exponential, Normal).
Sampling distributions of some sample statistics, the t-distribution.