Probabilistic processes and mathematical statistics.

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The book “Probability Processes and Mathematical Statistics” performed by the team of authors is not just a textbook, but a real guide to the fascinating world of random events, probabilities and data analysis. This book is intended for those who seek to understand how mathematics helps to model and predict real-world processes, from financial markets to biological systems, and who want to master the tools needed to work with large amounts of information in the modern world. If you are a student, graduate student or specialist interested in probability theory and statistics, this book will become an indispensable source of knowledge for you. It is suitable for readers with different levels of training - from beginners, only familiar with the basics, to those who are looking for an in-depth understanding of complex models and methods of analysis. It is especially valuable for those who appreciate the system approach and want to learn how to apply theoretical knowledge in practice, solving real problems in the field of economics, engineering, medicine or information technology. "Probability Processes and Mathematical Statistics" reveals to the reader the richness of topics related to the modeling of random events, time series analysis, the theory of Markov processes and the methods of parameter estimation. Particular attention is paid to the practical application of the theory - from the construction of probabilistic models to the interpretation of the results of statistical studies. The book deals in detail with such important concepts as the laws of large numbers, the central limit theorem, methods for evaluating and testing hypotheses, as well as modern algorithms for data processing and machine learning. The presentation style is characterized by clarity and logical consistency, which makes complex topics available to a wide range of readers. The authors use a living language saturated with real-life examples, which helps to better understand abstract ideas and see their application in various fields. The book contains numerous illustrations, graphs and practical tasks that allow you to consolidate the knowledge gained and develop analytical thinking. A feature of this tutorial is its interdisciplinary approach. The authors are not limited to purely theoretical calculations, but show how probabilistic models help to make decisions, manage risks and optimize processes. As a result, the book becomes not only a textbook, but also a practical tool for those who want to become an expert in data analysis and statistical modeling. If you appreciate a deep understanding of mathematical foundations, are interested in modern methods of analysis and are looking for a book that combines theory with practice, “Probability Processes and Mathematical Statistics” will be an excellent choice. It will remind you that mathematics is a language in which stories about randomness and patterns are written, and mastering this language will open up new horizons for you in professional activities and scientific research. The author’s team, known for its professionalism and pedagogical skills, has created a book that deserves an honorable place in the library of everyone who seeks to develop analytical thinking and wants to understand how mathematics helps to solve the mysteries of the surrounding world. This book is a great start for those who want not only to learn the theory, but also to learn how to use it to solve urgent problems in science, business and technology. , If you are looking for a book Combining theory and practice , reveals complex topics in accessible language and inspires new discoveries, “Probability Processes and Mathematical Statistics” from the team of authors will become your reliable companion on the way to professional growth and intellectual development Do not miss the opportunity to immerse yourself in the amazing world of probability and statistics, which will open up unlimited opportunities for analyzing and predicting the future.
LF/134145818/R
Data sheet
- Name of the Author
- Collective of authors
- Language
- Russian
- Release date
- 1978