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

✍ Scribed by Dr. Ilya Narsky, Prof. Frank C. Porter(auth.)

Publisher
Wiley-VCH
Year
2013
Tongue
English
Leaves
461
Edition
1
Category
Library
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✦ Synopsis

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

✦ Subjects

Физика;Квантовая физика;Физика элементарных частиц и полей;Экспериментальные методы физики элементарных частиц;

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