Introduction -- Probability--the discrete case -- Probability distributions -- Mathematical expectation: discrete random variables -- Probability densities -- Mathematical expectation: continuous random variables -- Sums of random variables -- Sampling distributions -- Point estimation -- Interval estimation -- Tests of hypotheses: theory -- Tests of hypotheses: applications -- Regression and correlation -- Introduction to analysis of variance.