A practical guide outlines the theoretical foundations of mathematical statistics. The following sections are included in the publication: primary processing of statistical data, statistical estimates of unknown distribution parameters, interval estimates of unknown distribution parameters, testing of parametric hypotheses, hypotheses and agreement criteria, univariate analysis of variance, correlation and regression analysis.