Frequency distributions and elementary probability spaces; General probability spaces; Random variables; Multivariate distributions; The algebra of expectations; Random sampling; The law of large numbers; Estimation of parameters; Central limit theorem; Confidence intervals and tests of hypotheses; Regression; Bayesian inference about a binomial parameter; Inference about parameter of normal distributions - bayesian models; Sampling theory: normal distributions; Testing hypotheses; Experimental design and analysis of variance; Other sampling methods; Distribution-free methods.