The book discusses methods for analyzing observations by methods of mathematical statistics. Consistently, in the language available to a specialist - not mathematics, modern methods for analyzing probability distributions, estimating distribution parameters, testing statistical hypotheses, assessing associations between random variables, and planning a statistical experiment are presented.