Statistical Analysis Techniques in Particle Physics: Fits, Density Estimation and Supervised Learning (Repost)
Statistical Analysis Techniques in Particle Physics: Fits, Density Estimation and Supervised Learning By Ilya Narsky, Frank C. Porter
2013 | 459 Pages | ISBN: 3527410864 | PDF | 9 MB
2013 | 459 Pages | ISBN: 3527410864 | PDF | 9 MB
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.