Statistical Analysis Techniques in Particle Physics

Fits, Density Estimation and Supervised Learning

• Author(s): Ilya Narsky, Frank C. Porter,
• Publisher: John Wiley & Sons
• Pages: 459
• ISBN_10: 3527677291
  ISBN_13: 9783527677290
  
• Language: en
• Categories: Science / Physics / Nuclear , Science / Physics / General , Science / Physics / Atomic & Molecular ,

Description:... 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.