We propose novel one-sided omnibus tests for independence between two multivariate stationary time series. These new tests apply the Hilbert–Schmidt independence criterion (HSIC) to test the ...

In this article, a semiparametric time-varying nonlinear vector autoregressive (NVAR) model is proposed to model nonlinear vector time series data. We consider a combination of parametric and ...