Probability in Physics: An Introductory Guide

This textbook provides an introduction to probability in physics, covering statistical physics, statistical inference, information theory, quantum mechanics, and stochastic processes. It presents a unified view of frequentist and Bayesian approaches to inference, emphasizing their complementary value. The treatment is driven by real physics examples and is suitable for mid-career physics undergraduates with a level of mathematical clarity and rigor.

Format: Paperback / softback
Length: 347 pages
Publication date: 11 September 2019
Publisher: Springer Nature Switzerland AG

This comprehensive textbook provides an in-depth exploration of the role of probability in physics, encompassing introductory concepts from both statistical physics and statistical inference. It also delves into the significance of probability in information theory, quantum mechanics, and stochastic processes, presenting a unified approach. The book offers a balanced perspective on frequentist and Bayesian inference methods, highlighting their complementary strengths. Its primary objective is to strike a balance between a cookbook-style approach and an overly dry mathematical statistics style, ensuring that the treatment is accessible and engaging for mid-career physics undergraduates. Throughout the text, real-world physics examples serve as a driving force, while maintaining a level of mathematical clarity and rigor suitable for this academic level. Additionally, comprehensive exercises and solutions are provided to reinforce the learning process. By embracing this textbook, readers will gain a profound understanding of the fundamental principles of probability and its applications in various branches of physics, equipping them with the tools necessary for advanced study and research in the field.

Weight: 570g
Dimension: 155 x 234 x 27 (mm)
ISBN-13: 9783030045425
Edition number: 1st ed. 2019