Statistical analysis techniques in particle physics : fits, density estimation and supervised learning /
Narsky, Ilya
Statistical analysis techniques in particle physics : fits, density estimation and supervised learning / Ilya Narsky and Frank C. Porter - Weinheim, Germany : Wiley-VCH Verlag GmbH & Co. KGaA, 2014 - xvii, 441 p. ill. ; 24 cm.
Includes index
Goodness of fit Data preprocessing Decision trees
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
9783527410866
CONDENSED MATTER
PARTICLES (NUCLEAR PHYSICS)--STATISTICAL METHODS
PHYSICS
DENSITY
STATISTICAL PHYSICS
Electronic books
QC 174.8 / N37S 2014
Statistical analysis techniques in particle physics : fits, density estimation and supervised learning / Ilya Narsky and Frank C. Porter - Weinheim, Germany : Wiley-VCH Verlag GmbH & Co. KGaA, 2014 - xvii, 441 p. ill. ; 24 cm.
Includes index
Goodness of fit Data preprocessing Decision trees
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
9783527410866
CONDENSED MATTER
PARTICLES (NUCLEAR PHYSICS)--STATISTICAL METHODS
PHYSICS
DENSITY
STATISTICAL PHYSICS
Electronic books
QC 174.8 / N37S 2014