FNETS: Factor-adjusted network estimation and forecasting for high-dimensional time series

Matteo Barigozzi, Haeran Cho, Dom Owens

We propose FNETS, a methodology for network estimation and forecasting of high-dimensional time series exhibiting strong serial- and cross-sectional correlations. We operate under…