Probability Theory for Quantitative Scientists (Hardcover) (ISBN-13: 9781009580694)

Based on the long-running Probability Theory course at the Sapienza University of Rome, this book offers a fresh and in-depth approach to probability and statistics, while remaining intuitive and accessible in style. The fundamentals of probability theory are elegantly presented, supported by numerous examples and illustrations, and modern applications are later introduced giving readers an appreciation of current research topics. The text covers distribution functions, statistical inference and data analysis, and more advanced methods including Markov chains and Poisson processes, widely used in dynamical systems and data science research. The concluding section, 'Entropy, Probability and Statistical Mechanics' unites key concepts from the text with the authors' impressive research experience, to provide a clear illustration of these powerful statistical tools in action. Ideal for students and researchers in the quantitative sciences this book provides an authoritative account of probability theory, written by leading researchers in the field.

Author: Luca Leuzzi, Enzo Marinari, Giorgio Parisi
ISBN-10: 1009580698
ISBN-13: 9781009580694
Publisher: Cambridge University Press
Language: English
Published: 10/02/2025
Pages: 432
Format: Hardcover
Weight: 2.35lbs
Size: 10.30h x 7.20w x 1.10d