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9789356962026

Probability And Statistics In The Physical Sciences Third Edition | Paperback
by Roe B.P.
Highlights
9783030536930
ISBN:
Roe B.P.
Author:
285
Pages:
239 gm
Weight:
English
Language:
2020
Year:
Third Edition
Edition:
Paperback
Binding:
₹5254
₹6567
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.
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