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Statistical Methods for Data Analysis in Particle Physics: 909 (Lecture Notes in Physics) - Tapa blanda

 
9783319201757: Statistical Methods for Data Analysis in Particle Physics: 909 (Lecture Notes in Physics)

Sinopsis

This concise set of course-based notes provides the reader with the main concepts and tools to perform statistical analysis of experimental data, in particular in the field of high-energy physics (HEP). First, an introduction to probability theory and basic statistics is given, mainly as reminder from advanced undergraduate studies, yet also in view to clearly distinguish the Frequentist versus Bayesian approaches and interpretations in subsequent applications. More advanced concepts and applications are gradually introduced, culminating in the chapter on upper limits as many applications in HEP concern hypothesis testing, where often the main goal is to provide better and better limits so as to be able to distinguish eventually between competing hypotheses or to rule out some of them altogether. Many worked examples will help newcomers to the field and graduate students to understand the pitfalls in applying theoretical concepts to actual data.

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This concise set of course-based notes provides the reader with the main concepts and tools to perform statistical analysis of experimental data, in particular in the field of high-energy physics (HEP). First, an introduction to probability theory and basic statistics is given, mainly as reminder from advanced undergraduate studies, yet also in view to clearly distinguish the Frequentist versus Bayesian approaches and interpretations in subsequent applications. More advanced concepts and applications are gradually introduced, culminating in the chapter on upper limits as many applications in HEP concern hypothesis testing, where often the main goal is to provide better and better limits so as to be able to distinguish eventually between competing hypotheses or to rule out some of them altogether. Many worked examples will help newcomers to the field and graduate students to understand the pitfalls in applying theoretical concepts to actual data.

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9783319201771: Statistical Methods for Data Analysis in Particle Physics

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ISBN 10:  3319201778 ISBN 13:  9783319201771
Editorial: Springer, 2015
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Publicado por Springer-Verlag, 2016
ISBN 10: 3319201751 ISBN 13: 9783319201757
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Librería: Antiquariat Bookfarm, Löbnitz, Alemania

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Softcover. Ex-library with stamp and library-signature in good condition, some traces of use. C-00247 9783319201757 Sprache: Englisch Gewicht in Gramm: 550. Nº de ref. del artículo: 2482755

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