Title Probability and Statistics in the Physical Sciences Author(s) Roe, Byron P Publication Cham, Springer International Publishing, 2020. Description XIII, 285 p. 54 illus., 5 illus. in color : online resource Abstract Note This book, now in its third edition, offers a practical guide to the use of probability and statistics in experimental physics that is of value for both advanced undergraduates and graduate students. Focusing on applications and theorems and techniques actually used in experimental research, it includes worked problems with solutions, as well as homework exercises to aid understanding. Suitable for readers with no prior knowledge of statistical techniques, the book comprehensively discusses the topic and features a number of interesting and amusing applications that are often neglected. Providing an introduction to neural net techniques that encompasses deep learning, adversarial neural networks, and boosted decision trees, this new edition includes updated chapters with, for example, additions relating to generating and characteristic functions, Bayes??? theorem, the Feldman-Cousins method, Lagrange multipliers for constraints, estimation of likelihood ratios, and unfolding problems ISBN,Price 9783030536947 Keyword(s) 1. ASTRONOMY 2. Astronomy, Astrophysics and Cosmology 3. ASTROPHYSICS 4. Data-driven Science, Modeling and Theory Building 5. EBOOK 6. EBOOK - SPRINGER 7. ECONOPHYSICS 8. Mathematical Methods in Physics 9. NUCLEAR PHYSICS 10. Particle and Nuclear Physics 11. PHYSICS 12. Sociophysics 13. Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences 14. Statistics?? Item Type eBook Multi-Media Links Please Click here for eBook Circulation Data Accession#   Call# Status Issued To Return Due On Physical Location I09593     On Shelf