High-dimensional Simultaneous Inference on Non-Gaussian VAR Model via De-biased Estimator

Linbo Liu, Danna Zhang

Simultaneous inference for high-dimensional non-Gaussian time series is always considered to be a challenging problem. Such tasks require not only robust estimation of the coeffici…