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Statistical Analysis Techniques in Particle Physics

Fits, Density Estimation and Supervised Learning

Ilya Narsky, Frank C. Porter
Barcode 9783527410866
Book

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Release Date: 13/11/2013

Genre: Science Nature & Math
Label: Blackwell Verlag GmbH
Language: English
Publisher: Wiley-VCH Verlag GmbH
Pages: 459

Fits, Density Estimation and Supervised Learning. 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.