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Practical Statistics for Particle Physicists

These lectures cover the basic ideas of frequentist and Bayesian analysis and introduce the mathematical underpinnings of supervised machine learning. In order to focus on the essentials, we illustrate the ideas using two simple examples from particle physics.

Detalles Bibliográficos
Autor principal: Prosper, Harrison B
Lenguaje:eng
Publicado: 2019
Materias:
Acceso en línea:https://dx.doi.org/10.23730/CYRSP-2019-006.261
http://cds.cern.ch/record/2702849