Estimation of High-dimensional Nonlinear Vector Autoregressive Models

Yuefeng Han, Likai Chen, Wei Biao Wu

High-dimensional vector autoregressive (VAR) models have numerous applications in fields such as econometrics, biology, climatology, among others. While prior research has mainly f…