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Statistical analysis techniques in particle physics

Fits, Density Estimation and Supervised Learning

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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.

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Statistical analysis techniques in particle physics, Ilya Narsky

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2014
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