Statistical inference of high-dimensional vector autoregressive time series with non-i.i.d. innovations

Yunyi Zhang

Independent or i.i.d. innovations is an essential assumption in the literature for analyzing a vector time series. However, this assumption is either too restrictive for a real-lif…