Elementary theory of analysis and statistical modeling of time series. Tutorial

The book contains the theoretical and new foundations of the analysis of the simplest time series, as well as the methods and techniques of their statistical modeling (simulation) The material on the elementary theory of probabilities and mathematical statistics is stated briefly using probabilistic schemes and is supplemented by the results of the theory of series and criteria of chance. Illustrating examples serve as an objective interpretation of probabilistic laws, fully cover theoretical material and are brought to the final formulas and numerical results.
The book is addressed to researchers and graduate students who use in their work statistical analysis and computer statistical modeling, as well as students and teachers, whose field of professional interests concerns the theory of probabilities and its applications.
2nd edition, corrected and supplemented