Probability Random variables univariate and multivariate. Expectation of functions of randoma variables. Probability models discrete and continuous. Sampling and sampling distributions. Point estimation. Interval estimation. Theory of testing hypotheses. Two samples problems. Linear statistical models (analysis of variance, regression and analysis of covariance). Bayesian statistical inference. Nonparametric statistical inference. Statistical decision theory.
