Probability Theory and Mathematical Statistics . Statistics H. 2: training manual for the implementation of control tasks”, created by the team of authors, is an indispensable assistant for students, graduate students and teachers seeking to deepen their knowledge in the field of probabilistic models and methods of statistical analysis This is a tutorial that not only systematizes the theoretical foundations, but also helps to strengthen the skills of practical application of knowledge through the implementation of control tasks, making the learning process more exciting and effective. This book is a continuation of a series intended for those who have already mastered the basic concepts of probability theory and statistics and are ready to move on to more complex tasks and analytical methods. The focus is on the practical application of theoretical knowledge, which is especially important for students preparing for exams, the performance of term papers and diplomas, as well as for specialists using statistical methods in their professional activities. The author’s team, which has a rich pedagogical experience, has created a manual that is easily integrated into the educational process and contributes to the development of analytical thinking. Probability Theory and Mathematical Statistics . Statistics H. 2" features not only a structured presentation of complex concepts, but also a rich set of control tasks that help to consolidate the material and prepare for real practical situations. It deals in detail with topics such as probabilistic models, distribution laws, methods for estimating parameters, hypothesis testing, and building confidence intervals. Each topic is accompanied by examples illustrating the application of theoretical provisions, which makes the material more accessible and understandable. Particular attention is paid to the development of analytical thinking and skills of independent problem solving, which is especially valuable for students of technical, economic and social fields. The book is suitable for a wide range of readers - from undergraduate and graduate students to teachers, graduate students and specialists using statistical methods in their professional activities. It will be useful to those who want not only to understand the theory, but also to learn how to apply it in practice, solving real problems from economics, medicine, engineering and other fields. The style of presentation of the authors is distinguished by clarity and logical consistency, which facilitates the perception of complex concepts. The book uses modern approaches to learning, including step-by-step instructions, tips for completing control tasks and recommendations for preparing for exams. This makes the manual not only educational material, but also an effective tool for self-study and repetition of the material .. If you are looking for a book that will help you not only understand probability theory and statistics, but also learn how to apply knowledge in practice, - "Probability Theory and Mathematical Statistics. Statistics H. 2" will become your reliable satellite. This edition is an excellent choice for those who appreciate a systematic approach, want to improve their skills and confidently solve complex analytical problems. Inspiring and practical, it opens new horizons in the study of statistical methods and makes learning truly interesting and effective. So, if you are looking for a tutorial that combines theory and practice, helps prepare for exams and develop analytical thinking skills, the book “Probability Theory and Mathematical Statistics . Statistics H. 2” from the team of authors will become your reliable assistant on the way to professional growth and deep understanding of the most important methods of modern statistics