TY  - BOOK
AU  - Narsky, Ilya
TI  - Statistical analysis techniques in particle physics: fits, density estimation and supervised learning 
SN  - 9783527410866
AV  - QC 174.8 N37S 2014
PY  - 2014///
CY  - Weinheim, Germany
PB  - Wiley-VCH Verlag GmbH & Co. KGaA
KW  - CONDENSED MATTER
KW  - PARTICLES (NUCLEAR PHYSICS)
KW  - STATISTICAL METHODS
KW  - PHYSICS
KW  - DENSITY
KW  - STATISTICAL PHYSICS
KW  - Electronic books
N1  - Includes index; Goodness of fit; Data preprocessing; Decision trees
N2  - 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
ER  -