Theory of Probability and Mathematical Statistics. Textbook

The main issues of probability theory and mathematical statistics are considered in accordance with the training program for students studying at universities. For an in -depth study of the course, the theory of probability in computer sciences (Computer Science) is given, as well as modern data trends, to a certain extent based on the ideology of probability theory and mathematical statistics, a review of a number of relevant trends (non -parametric statistics, Bayesian statistics, statistical theory decision -making, Markov chains), modern areas of data analysis (multidimensional statistical analysis, statistical training) in the context of
the development of society and information technology. The book emphasizes a systematic approach that implements the concept of studying (management, forecasting, making decisions) of neoriented systems in the presence of structured, poorly constructed and unstructured data in conditions of probabilistic nature of data, which can be expanded by explosive analysis of data for logical, algebro-geometric, and algebro-geometric and Cognitive aspect.
2nd edition, processed and supplemented