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Books > Science & Mathematics > Physics > Particle & high-energy physics
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Probability and Statistics in the Physical Sciences (Paperback, 3rd ed. 2020)
Loot Price: R1,861
Discovery Miles 18 610
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Probability and Statistics in the Physical Sciences (Paperback, 3rd ed. 2020)
Series: Undergraduate Texts in Physics
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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.
General
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