High Dimensional Forecasting via Interpretable Vector Autoregression

William B. Nicholson, Ines Wilms, Jacob Bien +1

Vector autoregression (VAR) is a fundamental tool for modeling multivariate time series. However, as the number of component series is increased, the VAR model becomes overparamete…