Collective anomaly detection in High-dimensional VAR Models

Hyeyoung Maeng, Idris Eckley, Paul Fearnhead

There is increasing interest in detecting collective anomalies: potentially short periods of time where the features of data change before reverting back to normal behaviour. We pr…