Random Variables - discrete, continuous, bivariate variables, expected value and variance. Distributions- Normal, uniform, binomial, Poisson, students t-distribution, Chi squared, F-distribution and log normal distribution. Hypothesis testing and sampling. Linear regression. Non parametric methods. |