We propose tests for nonlinear serial dependence in time series under the null hypothesis of general linear dependence, in contrast to the more widely studied null hypothesis of independence. The ...

We derive a structural break test for extremal dependence in β-mixing, possibly high-dimensional random vectors with either asymptotically dependent or asymptotically independent components. Existing ...