Modern analysis of HEP data needs advanced statistical tools to separate signal from background. This is the first book which focuses on machine learning techni
This concise set of course-based notes provides the reader with the main concepts and tools needed to perform statistical analyses of experimental data, in part
This book comprehensively presents the basic concepts of probability and Bayesian inference with sufficient generality to make them applicable to current proble
This book is a guide to the practical application of statistics in data analysis as typically encountered in the physical sciences. It is primarily addressed at
This book, written by a non-statistician for non-statisticians, emphasises the practical approach to those problems in statistics which arise regularly in data