Testing for Granger non-causality in heterogeneous panels

► We consider a heterogeneous panel data model. ► We propose a group mean Wald statistic. ► We derive the asymptotic and semi asymptotic distribution. ► We propose a second standardized average Wald statistic in short T sample. ► This approach does not require simulation.