High-Dimensional Multivariate Forecasting with Low-Rank Gaussian Copula Processes

David Salinas, Michael Bohlke-Schneider, Laurent Callot +2

Predicting the dependencies between observations from multiple time series is critical for applications such as anomaly detection, financial risk management, causal analysis, or de…