In this Chapter we give an overview of statistical methods for anomaly detection (AD), thereby targeting an audience of practitioners with general knowledge of statistics. We focus on the applicability of the methods by stating and comparing the conditions in which they can be applied and by discussing the parameters that need to be set.
['Christian Callegari', 'Angelo Coluccia', "Alessandro D'Alconzo", 'Wendy Ellens', 'Stefano Giordano', 'Michel Mandjes', 'Michele Pagano', 'Teresa Pepe', 'Fabio Ricciato', 'Piotr Żuraniewski']
A methodological overview on anomaly detection