“Collection of problems in probability theory and mathematical statistics: a manual” is an indispensable guide to the world of numbers and randomness, created by the author of T. M. Krivonosov . This book will be a real find for students, graduate students and anyone who seeks to deepen their knowledge in the field of mathematics, statistics and probabilistic processes. This collection contains carefully selected problems that cover a wide range of topics related to probability theory and mathematical statistics. Krivonosov offers readers not just a set of exercises, but a whole system that helps to develop analytical thinking and skills for solving practical problems. Each task is illustrated with clear and accessible explanations, which makes the learning process not only effective, but also fascinating. The book is suitable for students studying mathematics, statistics or related disciplines, as well as for practitioners who need to refresh their knowledge or prepare for exams and certifications. If you are preparing for the exam in mathematical statistics or just want to improve your skills in solving probabilistic problems, this collection will become your reliable assistant. The topics that are raised in the book range from the foundations of probability theory to more complex concepts such as distributions, sample characteristics, and statistical inference methods.[citation needed] Krivonosov masterfully combines theory with practice, which allows readers not only to assimilate the material, but also to see its application in real life. For example, tasks related to data analysis and predictive models will help to understand how statistics are used in business, medicine and other fields. Krivonosov's style is distinguished by clarity and logical presentation, which makes his manual available even to those who are just beginning to get acquainted with this topic. The author not only shares knowledge, but also inspires readers to further study mathematics. His other well-known works are also devoted to mathematics and statistics, and similar approaches to learning can be found in them, making him one of the authorities in this field. The book "Collection of problems on probability theory and mathematical statistics: manual" is not only a teaching material, but also a real tool for the development of critical thinking and analytical skills. It encourages the reader not only to memorize formulas, but also to understand how and why they work. This is especially important in today's world, where the ability to analyze data and draw conclusions based on statistics is becoming increasingly popular. If you are looking for a high-quality textbook on probability theory and mathematical statistics that will combine theory and practice, then this collection of problems will be an excellent choice for you. It will not only deepen your knowledge, but also help you feel confident in the world of numbers and probabilities. Do not miss the opportunity to discover the fascinating world of mathematics with T. M. Bloodthirsty!