In this paper, we propose a new noncausal vector autoregressive (VAR) model for non-Gaussian time series. The … general class of elliptical distributions, we develop an asymptotic theory of maximum likelihood estimation and statistical … conventional causal VAR models. Indeed, if noncausality is incorrectly ignored, the use of a causal VAR model may yield suboptimal …