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Narsky, Ilya

Statistical Analysis Techniques in Particle Physics: Fits, Density Estimation and Supervised Learning

Narsky, Ilya - Statistical Analysis Techniques in Particle Physics: Fits, Density Estimation and Supervised Learning, ebook

93,30€

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ISBN: 9783527677290
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Modern analysis of HEP data needs advanced statistical tools to separate signal from background. This is the first book which focuses on machine learning techniques. It will be of interest to almost every high energy physicist, and, due to its coverage, suitable for students.

Keywords: Statistical analysis techniques; particle physics; high-energy physicists; Root; Matlab; StatPatterRecognition; non-parametric density estimation; likelihood fits; neural networks; support vector machines; decision tress; ensembles of classifiers; error estimates, Data Analysis, Applied Mathematics in Science, Data Analysis, Applied Mathematics in Science

Author(s)
 
Publisher
John Wiley and Sons, Inc.
Publication year
2014
Language
en
Edition
1
Page amount
459 pages
Category
Natural Sciences
Format
Ebook
eISBN (ePUB)
9783527677290
Printed ISBN
9783527410866

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