Statistical Analysis Techniques in Particle Physics: Fits, Density Estimation and Supervised Learning - Couverture souple

Narsky, Ilya; Porter, Frank C.

 
9783527410866: Statistical Analysis Techniques in Particle Physics: Fits, Density Estimation and Supervised Learning
Couverture souple
ISBN 10 : 3527410864 ISBN 13 : 9783527410866
Editeur : Blackwell Verlag GmbH, 2013

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

The authors are experts in the use of statistics in particle physics data analysis. Frank C. Porter is Professor at Physics at the California Institute of Technology and has lectured extensively at CalTech, the SLAC Laboratory at Stanford, and elsewhere. Ilya Narsky is Senior Matlab Developer at The MathWorks, a leading developer of technical computing software for engineers and scientists, and the initiator of the StatPatternRecognition, a C++ package for statistical analysis of HEP data. Together, they have taught courses for graduate students and postdocs.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Blackwell Verlag GmbH
Date d'édition
2013
Langue
anglais
ISBN 10 
3527410864
ISBN 13 
9783527410866
Reliure
Broché
Nombre de pages
459
Coordonnées du fabricant
non disponible
Personne responsable
non disponible