In this article, we propose an intersection-union test for multivariate forecast accuracy based on the combination of a sequence univariate tests. The testing framework evaluates global null hypothesis equal predictive ability using any number tests under arbitrary dependence structures, without specifying underlying distribution. An extensive Monte Carlo simulation exercise shows that our prop...