Anomaly Detection on Financial Time Series by Principal Component Analysis and Neural Networks

Stéphane Crépey, Lehdili Noureddine, Nisrine Madhar +1

A major concern when dealing with financial time series involving a wide variety ofmarket risk factors is the presence of anomalies. These induce a miscalibration of the models use…