Probability and Statistics for Particle Physics - Couverture souple

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Ma�a, Carlos

9783319857350: Probability and Statistics for Particle Physics

Couverture souple

ISBN 10 : 3319857355 ISBN 13 : 9783319857350

Editeur : Springer, 2018

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This book comprehensively presents the basic concepts of probability and Bayesian inference with sufficient generality to make them applicable to current problems in scientific research.

The first chapter provides the fundamentals of probability theory that are essential for the analysis of random phenomena. The second chapter includes a full and pragmatic review of the Bayesian methods that constitute a natural and coherent framework with enough freedom to analyze all the information available from experimental data in a conceptually simple manner. The third chapter presents the basic Monte Carlo techniques used in scientific research, allowing a large variety of problems to be handled difficult to tackle by other procedures. The author also introduces a basic algorithm, which enables readers to simulate samples from simple distribution, and describes useful cases for researchers in particle physics.The final chapter is devoted to the basic ideas of Information Theory, which are important in the Bayesian methodology.

This highly readable book is appropriate for graduate-level courses, while at the same time being useful for scientific researches in general and for physicists in particular since most of the examples are from the field of Particle Physics.

Les informations fournies dans la section � Synopsis � peuvent faire r�f�rence � une autre �dition de ce titre.

� propos de l'auteur

Carlos Mana is a staff research scientist at the Basic Research Department of CIEMAT (Madrid).
He received his PhD at the Universidad Aut�noma in Madrid in 1985 and spent several years in DESY (Hamburg) and CERN (Geneva) doing research in experimental and phenomenological particle physics. He has been lecturing on Probability and Statistics at the PhD program of the Department of Theoretical Physics at the Universidad Complutense (Madrid) and his main research interest is in the field of Fundamental Physics.

Les informations fournies dans la section � A propos du livre � peuvent faire r�f�rence � une autre �dition de ce titre.

�diteur: Springer
Date d'�dition: 2018
Langue: anglais
ISBN 10: 3319857355
ISBN 13: 9783319857350
Reliure: Broch�
Nombre de pages: 256
Coordonn�es du fabricant: Springer Nature Customer Service Center GmbH
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Europaplatz 3
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Allemagne

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Probability and Statistics for Particle Physics (eng)

Ma�a, Carlos

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Probability and Statistics for Particle Physics

Carlos Ma�a

Edit� par Springer International Publishing Jul 2018, 2018

ISBN 10 : 3319857355 ISBN 13 : 9783319857350

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book comprehensively presents the basic concepts of probability and Bayesian inference with sufficient generality to make them applicable to current problems in scientific research. The first chapter provides the fundamentals of probability theory that are essential for the analysis of random phenomena. The second chapter includes a full and pragmatic review of the Bayesian methods that constitute a natural and coherent framework with enough freedom to analyze all the information available from experimental data in a conceptually simple manner. The third chapter presents the basic Monte Carlo techniques used in scientific research, allowing a large variety of problems to be handled difficult to tackle by other procedures. The author also introduces a basic algorithm, which enables readers to simulate samples from simple distribution, and describes useful cases for researchers in particle physics.The final chapter is devoted to the basic ideas of Information Theory, which are important in the Bayesian methodology.This highly readable book is appropriate for graduate-level courses, while at the same time being useful for scientific researches in general and for physicists in particular since most of the examples are from the field of Particle Physics. 256 pp. Englisch. N� de r�f. du vendeur 9783319857350

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Probability and Statistics for Particle Physics

Carlos Ma�a

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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Broadens our understanding of statistics used for particle physicsOffers experimental scientists a concise overview of the relevant concepts in probability theory Includes a pragmatic and broad discussion of Bayesian methodologyP. N� de r�f. du vendeur 458626045

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Probability and Statistics for Particle Physics

Carlos Ma�a

Edit� par Springer, Palgrave Macmillan Jul 2018, 2018

ISBN 10 : 3319857355 ISBN 13 : 9783319857350

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Taschenbuch. Etat : Neu. This item is printed on demand - Print on Demand Titel. Neuware -This book comprehensively presents the basic concepts of probability and Bayesian inference with sufficient generality to make them applicable to current problems in scientific research.The first chapter provides the fundamentals of probability theory that are essential for the analysis of random phenomena. The second chapter includes a full and pragmatic review of the Bayesian methods that constitute a natural and coherent framework with enough freedom to analyze all the information available from experimental data in a conceptually simple manner. The third chapter presents the basic Monte Carlo techniques used in scientific research, allowing a large variety of problems to be handled difficult to tackle by other procedures. The author also introduces a basic algorithm, which enables readers to simulate samples from simple distribution, and describes useful cases for researchers in particle physics.The final chapter is devoted to the basic ideas of Information Theory, which are important in the Bayesian methodology.This highly readable book is appropriate for graduate-level courses, while at the same time being useful for scientific researches in general and for physicists in particular since most of the examples are from the field of Particle Physics.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 256 pp. Englisch. N� de r�f. du vendeur 9783319857350

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Probability and Statistics for Particle Physics

Carlos Ma�a

Edit� par Springer, 2018

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Probability and Statistics for Particle Physics

Carlos Ma�a

Edit� par Springer International Publishing, 2018

ISBN 10 : 3319857355 ISBN 13 : 9783319857350

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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - This book comprehensively presents the basic concepts of probability and Bayesian inference with sufficient generality to make them applicable to current problems in scientific research. The first chapter provides the fundamentals of probability theory that are essential for the analysis of random phenomena. The second chapter includes a full and pragmatic review of the Bayesian methods that constitute a natural and coherent framework with enough freedom to analyze all the information available from experimental data in a conceptually simple manner. The third chapter presents the basic Monte Carlo techniques used in scientific research, allowing a large variety of problems to be handled difficult to tackle by other procedures. The author also introduces a basic algorithm, which enables readers to simulate samples from simple distribution, and describes useful cases for researchers in particle physics.The final chapter is devoted to the basic ideas of Information Theory, which are important in the Bayesian methodology.This highly readable book is appropriate for graduate-level courses, while at the same time being useful for scientific researches in general and for physicists in particular since most of the examples are from the field of Particle Physics. N� de r�f. du vendeur 9783319857350

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