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Statistics and machine learning for high-energy physics

Year: 2025
Type: article
Abstract: These lectures introduce some of the main ideas of frequentist and Bayesian statistics as well as supervised machine learning with a focus on the probabilistic interpretation of the latter. The ideas are illustrated using simple examples from particle physics.
Author: Prosper, Harrison B.
Language: English
Open Access status: diamond
OpenAlex ID: W6907553248
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