Probability and Statistics in the Physical Sciences

Name: Probability and Statistics in the Physical Sciences
Brand: Springer Nature Switzerland AG
SKU: 9783030536930
Price: 191.33 RON
Availability: InStock

Autor: Byron P. Roe

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Editura: Springer Nature Switzerland AG

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191.33 lei

This book, now in its third edition, offers a practical guide to the use of probability and statisti...

Informații despre carte

Autor

Byron P. Roe

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2020

Pagini

285

EAN

9783030536930

ISBN

3030536939

Enbook ID

33249397

Editura

Springer Nature Switzerland AG

Greutate

462

Dimensiuni

155 x 235 x 17

Descriere completă

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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Probability and Statistics in the Physical Sciences

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