Although the relationship between the global oil and stock markets has been given extensive critical assessment in the literature, this study gives a re-examination of this nexus for the Gulf Cooperation Council countries with certain innovative contributions. We employ both the Symmetric ARDL...

In this paper we survey the most recent advances in supervised machine learning and highdimensional models for time series forecasting. We consider both linear and nonlinear alternatives. Among the linear methods we pay special attention to penalized regressions and ensemble of models. The...

In this paper we survey the most recent advances in supervised machine learning and highdimensional models for time series forecasting. We consider both linear and nonlinear alternatives. Among the linear methods we pay special attention to penalized regressions and ensemble of models. The...